From 2d36595c2db9c9d1a472114ed950383294cb5eaf Mon Sep 17 00:00:00 2001 From: chuanqiw Date: Thu, 29 Nov 2018 11:02:32 +0800 Subject: [PATCH 01/12] Add mobilenet v2 deploy prototxt. --- .../mobilenet_v2/mobilenet_v2_deploy.prototxt | 3442 +++++++++++++++++ 1 file changed, 3442 insertions(+) create mode 100644 models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt diff --git a/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt b/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt new file mode 100644 index 000000000..59e363477 --- /dev/null +++ b/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt @@ -0,0 +1,3442 @@ +name: "MOBILENET_V2" +layer { + name: "data" + type: "Data" + top: "data" + top: "label" + include { + phase: TEST + } + transform_param { + mirror: false + crop_size: 224 + scale: 0.017 + mean_value: 103.94 + mean_value: 116.78 + mean_value: 123.68 + random_resize_param { + min_size: 256 + max_size: 256 + resize_param { + interp_mode: CUBIC + } + } + } + data_param { + source: "examples/imagenet/ilsvrc12_val_lmdb" + batch_size: 50 + backend: LMDB + } +} + +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv1/bn" + type: "BatchNorm" + bottom: "conv1" + top: "conv1/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv1/scale" + type: "Scale" + bottom: "conv1/bn" + top: "conv1/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1/bn" + top: "conv1/bn" +} +layer { + name: "conv2_1/expand" + type: "Convolution" + bottom: "conv1/bn" + top: "conv2_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/expand/bn" + type: "BatchNorm" + bottom: "conv2_1/expand" + top: "conv2_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/expand/scale" + type: "Scale" + bottom: "conv2_1/expand/bn" + top: "conv2_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_1/expand" + type: "ReLU" + bottom: "conv2_1/expand/bn" + top: "conv2_1/expand/bn" +} +layer { + name: "conv2_1/dwise" + type: "Convolution" + bottom: "conv2_1/expand/bn" + top: "conv2_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + group: 32 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/dwise/bn" + type: "BatchNorm" + bottom: "conv2_1/dwise" + top: "conv2_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/dwise/scale" + type: "Scale" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_1/dwise" + type: "ReLU" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/dwise/bn" +} +layer { + name: "conv2_1/linear" + type: "Convolution" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 16 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/linear/bn" + type: "BatchNorm" + bottom: "conv2_1/linear" + top: "conv2_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/linear/scale" + type: "Scale" + bottom: "conv2_1/linear/bn" + top: "conv2_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv2_2/expand" + type: "Convolution" + bottom: "conv2_1/linear/bn" + top: "conv2_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/expand/bn" + type: "BatchNorm" + bottom: "conv2_2/expand" + top: "conv2_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/expand/scale" + type: "Scale" + bottom: "conv2_2/expand/bn" + top: "conv2_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_2/expand" + type: "ReLU" + bottom: "conv2_2/expand/bn" + top: "conv2_2/expand/bn" +} +layer { + name: "conv2_2/dwise" + type: "Convolution" + bottom: "conv2_2/expand/bn" + top: "conv2_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + group: 96 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/dwise/bn" + type: "BatchNorm" + bottom: "conv2_2/dwise" + top: "conv2_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/dwise/scale" + type: "Scale" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_2/dwise" + type: "ReLU" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/dwise/bn" +} +layer { + name: "conv2_2/linear" + type: "Convolution" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 24 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/linear/bn" + type: "BatchNorm" + bottom: "conv2_2/linear" + top: "conv2_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/linear/scale" + type: "Scale" + bottom: "conv2_2/linear/bn" + top: "conv2_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv3_1/expand" + type: "Convolution" + bottom: "conv2_2/linear/bn" + top: "conv3_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/expand/bn" + type: "BatchNorm" + bottom: "conv3_1/expand" + top: "conv3_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/expand/scale" + type: "Scale" + bottom: "conv3_1/expand/bn" + top: "conv3_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_1/expand" + type: "ReLU" + bottom: "conv3_1/expand/bn" + top: "conv3_1/expand/bn" +} +layer { + name: "conv3_1/dwise" + type: "Convolution" + bottom: "conv3_1/expand/bn" + top: "conv3_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + pad: 1 + kernel_size: 3 + group: 144 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/dwise/bn" + type: "BatchNorm" + bottom: "conv3_1/dwise" + top: "conv3_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/dwise/scale" + type: "Scale" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_1/dwise" + type: "ReLU" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/dwise/bn" +} +layer { + name: "conv3_1/linear" + type: "Convolution" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 24 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/linear/bn" + type: "BatchNorm" + bottom: "conv3_1/linear" + top: "conv3_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/linear/scale" + type: "Scale" + bottom: "conv3_1/linear/bn" + top: "conv3_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_3_1" + type: "Eltwise" + bottom: "conv2_2/linear/bn" + bottom: "conv3_1/linear/bn" + top: "block_3_1" +} +layer { + name: "conv3_2/expand" + type: "Convolution" + bottom: "block_3_1" + top: "conv3_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/expand/bn" + type: "BatchNorm" + bottom: "conv3_2/expand" + top: "conv3_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/expand/scale" + type: "Scale" + bottom: "conv3_2/expand/bn" + top: "conv3_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_2/expand" + type: "ReLU" + bottom: "conv3_2/expand/bn" + top: "conv3_2/expand/bn" +} +layer { + name: "conv3_2/dwise" + type: "Convolution" + bottom: "conv3_2/expand/bn" + top: "conv3_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + pad: 1 + kernel_size: 3 + group: 144 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/dwise/bn" + type: "BatchNorm" + bottom: "conv3_2/dwise" + top: "conv3_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/dwise/scale" + type: "Scale" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_2/dwise" + type: "ReLU" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/dwise/bn" +} +layer { + name: "conv3_2/linear" + type: "Convolution" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/linear/bn" + type: "BatchNorm" + bottom: "conv3_2/linear" + top: "conv3_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/linear/scale" + type: "Scale" + bottom: "conv3_2/linear/bn" + top: "conv3_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv4_1/expand" + type: "Convolution" + bottom: "conv3_2/linear/bn" + top: "conv4_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/expand/bn" + type: "BatchNorm" + bottom: "conv4_1/expand" + top: "conv4_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/expand/scale" + type: "Scale" + bottom: "conv4_1/expand/bn" + top: "conv4_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_1/expand" + type: "ReLU" + bottom: "conv4_1/expand/bn" + top: "conv4_1/expand/bn" +} +layer { + name: "conv4_1/dwise" + type: "Convolution" + bottom: "conv4_1/expand/bn" + top: "conv4_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/dwise/bn" + type: "BatchNorm" + bottom: "conv4_1/dwise" + top: "conv4_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/dwise/scale" + type: "Scale" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_1/dwise" + type: "ReLU" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/dwise/bn" +} +layer { + name: "conv4_1/linear" + type: "Convolution" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/linear/bn" + type: "BatchNorm" + bottom: "conv4_1/linear" + top: "conv4_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/linear/scale" + type: "Scale" + bottom: "conv4_1/linear/bn" + top: "conv4_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_1" + type: "Eltwise" + bottom: "conv3_2/linear/bn" + bottom: "conv4_1/linear/bn" + top: "block_4_1" +} +layer { + name: "conv4_2/expand" + type: "Convolution" + bottom: "block_4_1" + top: "conv4_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/expand/bn" + type: "BatchNorm" + bottom: "conv4_2/expand" + top: "conv4_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/expand/scale" + type: "Scale" + bottom: "conv4_2/expand/bn" + top: "conv4_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_2/expand" + type: "ReLU" + bottom: "conv4_2/expand/bn" + top: "conv4_2/expand/bn" +} +layer { + name: "conv4_2/dwise" + type: "Convolution" + bottom: "conv4_2/expand/bn" + top: "conv4_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/dwise/bn" + type: "BatchNorm" + bottom: "conv4_2/dwise" + top: "conv4_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/dwise/scale" + type: "Scale" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_2/dwise" + type: "ReLU" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/dwise/bn" +} +layer { + name: "conv4_2/linear" + type: "Convolution" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/linear/bn" + type: "BatchNorm" + bottom: "conv4_2/linear" + top: "conv4_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/linear/scale" + type: "Scale" + bottom: "conv4_2/linear/bn" + top: "conv4_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_2" + type: "Eltwise" + bottom: "block_4_1" + bottom: "conv4_2/linear/bn" + top: "block_4_2" +} +layer { + name: "conv4_3/expand" + type: "Convolution" + bottom: "block_4_2" + top: "conv4_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/expand/bn" + type: "BatchNorm" + bottom: "conv4_3/expand" + top: "conv4_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/expand/scale" + type: "Scale" + bottom: "conv4_3/expand/bn" + top: "conv4_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_3/expand" + type: "ReLU" + bottom: "conv4_3/expand/bn" + top: "conv4_3/expand/bn" +} +layer { + name: "conv4_3/dwise" + type: "Convolution" + bottom: "conv4_3/expand/bn" + top: "conv4_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/dwise/bn" + type: "BatchNorm" + bottom: "conv4_3/dwise" + top: "conv4_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/dwise/scale" + type: "Scale" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_3/dwise" + type: "ReLU" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/dwise/bn" +} +layer { + name: "conv4_3/linear" + type: "Convolution" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/linear/bn" + type: "BatchNorm" + bottom: "conv4_3/linear" + top: "conv4_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/linear/scale" + type: "Scale" + bottom: "conv4_3/linear/bn" + top: "conv4_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv4_4/expand" + type: "Convolution" + bottom: "conv4_3/linear/bn" + top: "conv4_4/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/expand/bn" + type: "BatchNorm" + bottom: "conv4_4/expand" + top: "conv4_4/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/expand/scale" + type: "Scale" + bottom: "conv4_4/expand/bn" + top: "conv4_4/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_4/expand" + type: "ReLU" + bottom: "conv4_4/expand/bn" + top: "conv4_4/expand/bn" +} +layer { + name: "conv4_4/dwise" + type: "Convolution" + bottom: "conv4_4/expand/bn" + top: "conv4_4/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/dwise/bn" + type: "BatchNorm" + bottom: "conv4_4/dwise" + top: "conv4_4/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/dwise/scale" + type: "Scale" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_4/dwise" + type: "ReLU" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/dwise/bn" +} +layer { + name: "conv4_4/linear" + type: "Convolution" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/linear/bn" + type: "BatchNorm" + bottom: "conv4_4/linear" + top: "conv4_4/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/linear/scale" + type: "Scale" + bottom: "conv4_4/linear/bn" + top: "conv4_4/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_4" + type: "Eltwise" + bottom: "conv4_3/linear/bn" + bottom: "conv4_4/linear/bn" + top: "block_4_4" +} +layer { + name: "conv4_5/expand" + type: "Convolution" + bottom: "block_4_4" + top: "conv4_5/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/expand/bn" + type: "BatchNorm" + bottom: "conv4_5/expand" + top: "conv4_5/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/expand/scale" + type: "Scale" + bottom: "conv4_5/expand/bn" + top: "conv4_5/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_5/expand" + type: "ReLU" + bottom: "conv4_5/expand/bn" + top: "conv4_5/expand/bn" +} +layer { + name: "conv4_5/dwise" + type: "Convolution" + bottom: "conv4_5/expand/bn" + top: "conv4_5/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/dwise/bn" + type: "BatchNorm" + bottom: "conv4_5/dwise" + top: "conv4_5/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/dwise/scale" + type: "Scale" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_5/dwise" + type: "ReLU" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/dwise/bn" +} +layer { + name: "conv4_5/linear" + type: "Convolution" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/linear/bn" + type: "BatchNorm" + bottom: "conv4_5/linear" + top: "conv4_5/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/linear/scale" + type: "Scale" + bottom: "conv4_5/linear/bn" + top: "conv4_5/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_5" + type: "Eltwise" + bottom: "block_4_4" + bottom: "conv4_5/linear/bn" + top: "block_4_5" +} +layer { + name: "conv4_6/expand" + type: "Convolution" + bottom: "block_4_5" + top: "conv4_6/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/expand/bn" + type: "BatchNorm" + bottom: "conv4_6/expand" + top: "conv4_6/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/expand/scale" + type: "Scale" + bottom: "conv4_6/expand/bn" + top: "conv4_6/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_6/expand" + type: "ReLU" + bottom: "conv4_6/expand/bn" + top: "conv4_6/expand/bn" +} +layer { + name: "conv4_6/dwise" + type: "Convolution" + bottom: "conv4_6/expand/bn" + top: "conv4_6/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/dwise/bn" + type: "BatchNorm" + bottom: "conv4_6/dwise" + top: "conv4_6/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/dwise/scale" + type: "Scale" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_6/dwise" + type: "ReLU" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/dwise/bn" +} +layer { + name: "conv4_6/linear" + type: "Convolution" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/linear/bn" + type: "BatchNorm" + bottom: "conv4_6/linear" + top: "conv4_6/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/linear/scale" + type: "Scale" + bottom: "conv4_6/linear/bn" + top: "conv4_6/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_6" + type: "Eltwise" + bottom: "block_4_5" + bottom: "conv4_6/linear/bn" + top: "block_4_6" +} +layer { + name: "conv4_7/expand" + type: "Convolution" + bottom: "block_4_6" + top: "conv4_7/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/expand/bn" + type: "BatchNorm" + bottom: "conv4_7/expand" + top: "conv4_7/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/expand/scale" + type: "Scale" + bottom: "conv4_7/expand/bn" + top: "conv4_7/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_7/expand" + type: "ReLU" + bottom: "conv4_7/expand/bn" + top: "conv4_7/expand/bn" +} +layer { + name: "conv4_7/dwise" + type: "Convolution" + bottom: "conv4_7/expand/bn" + top: "conv4_7/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/dwise/bn" + type: "BatchNorm" + bottom: "conv4_7/dwise" + top: "conv4_7/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/dwise/scale" + type: "Scale" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_7/dwise" + type: "ReLU" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/dwise/bn" +} +layer { + name: "conv4_7/linear" + type: "Convolution" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/linear/bn" + type: "BatchNorm" + bottom: "conv4_7/linear" + top: "conv4_7/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/linear/scale" + type: "Scale" + bottom: "conv4_7/linear/bn" + top: "conv4_7/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv5_1/expand" + type: "Convolution" + bottom: "conv4_7/linear/bn" + top: "conv5_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/expand/bn" + type: "BatchNorm" + bottom: "conv5_1/expand" + top: "conv5_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/expand/scale" + type: "Scale" + bottom: "conv5_1/expand/bn" + top: "conv5_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_1/expand" + type: "ReLU" + bottom: "conv5_1/expand/bn" + top: "conv5_1/expand/bn" +} +layer { + name: "conv5_1/dwise" + type: "Convolution" + bottom: "conv5_1/expand/bn" + top: "conv5_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/dwise/bn" + type: "BatchNorm" + bottom: "conv5_1/dwise" + top: "conv5_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/dwise/scale" + type: "Scale" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_1/dwise" + type: "ReLU" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/dwise/bn" +} +layer { + name: "conv5_1/linear" + type: "Convolution" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/linear/bn" + type: "BatchNorm" + bottom: "conv5_1/linear" + top: "conv5_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/linear/scale" + type: "Scale" + bottom: "conv5_1/linear/bn" + top: "conv5_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_5_1" + type: "Eltwise" + bottom: "conv4_7/linear/bn" + bottom: "conv5_1/linear/bn" + top: "block_5_1" +} +layer { + name: "conv5_2/expand" + type: "Convolution" + bottom: "block_5_1" + top: "conv5_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/expand/bn" + type: "BatchNorm" + bottom: "conv5_2/expand" + top: "conv5_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/expand/scale" + type: "Scale" + bottom: "conv5_2/expand/bn" + top: "conv5_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_2/expand" + type: "ReLU" + bottom: "conv5_2/expand/bn" + top: "conv5_2/expand/bn" +} +layer { + name: "conv5_2/dwise" + type: "Convolution" + bottom: "conv5_2/expand/bn" + top: "conv5_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/dwise/bn" + type: "BatchNorm" + bottom: "conv5_2/dwise" + top: "conv5_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/dwise/scale" + type: "Scale" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_2/dwise" + type: "ReLU" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/dwise/bn" +} +layer { + name: "conv5_2/linear" + type: "Convolution" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/linear/bn" + type: "BatchNorm" + bottom: "conv5_2/linear" + top: "conv5_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/linear/scale" + type: "Scale" + bottom: "conv5_2/linear/bn" + top: "conv5_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_5_2" + type: "Eltwise" + bottom: "block_5_1" + bottom: "conv5_2/linear/bn" + top: "block_5_2" +} +layer { + name: "conv5_3/expand" + type: "Convolution" + bottom: "block_5_2" + top: "conv5_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/expand/bn" + type: "BatchNorm" + bottom: "conv5_3/expand" + top: "conv5_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/expand/scale" + type: "Scale" + bottom: "conv5_3/expand/bn" + top: "conv5_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_3/expand" + type: "ReLU" + bottom: "conv5_3/expand/bn" + top: "conv5_3/expand/bn" +} +layer { + name: "conv5_3/dwise" + type: "Convolution" + bottom: "conv5_3/expand/bn" + top: "conv5_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/dwise/bn" + type: "BatchNorm" + bottom: "conv5_3/dwise" + top: "conv5_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/dwise/scale" + type: "Scale" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_3/dwise" + type: "ReLU" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/dwise/bn" +} +layer { + name: "conv5_3/linear" + type: "Convolution" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/linear/bn" + type: "BatchNorm" + bottom: "conv5_3/linear" + top: "conv5_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/linear/scale" + type: "Scale" + bottom: "conv5_3/linear/bn" + top: "conv5_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv6_1/expand" + type: "Convolution" + bottom: "conv5_3/linear/bn" + top: "conv6_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/expand/bn" + type: "BatchNorm" + bottom: "conv6_1/expand" + top: "conv6_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/expand/scale" + type: "Scale" + bottom: "conv6_1/expand/bn" + top: "conv6_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_1/expand" + type: "ReLU" + bottom: "conv6_1/expand/bn" + top: "conv6_1/expand/bn" +} +layer { + name: "conv6_1/dwise" + type: "Convolution" + bottom: "conv6_1/expand/bn" + top: "conv6_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/dwise/bn" + type: "BatchNorm" + bottom: "conv6_1/dwise" + top: "conv6_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/dwise/scale" + type: "Scale" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_1/dwise" + type: "ReLU" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/dwise/bn" +} +layer { + name: "conv6_1/linear" + type: "Convolution" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/linear/bn" + type: "BatchNorm" + bottom: "conv6_1/linear" + top: "conv6_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/linear/scale" + type: "Scale" + bottom: "conv6_1/linear/bn" + top: "conv6_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_6_1" + type: "Eltwise" + bottom: "conv5_3/linear/bn" + bottom: "conv6_1/linear/bn" + top: "block_6_1" +} +layer { + name: "conv6_2/expand" + type: "Convolution" + bottom: "block_6_1" + top: "conv6_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/expand/bn" + type: "BatchNorm" + bottom: "conv6_2/expand" + top: "conv6_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/expand/scale" + type: "Scale" + bottom: "conv6_2/expand/bn" + top: "conv6_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_2/expand" + type: "ReLU" + bottom: "conv6_2/expand/bn" + top: "conv6_2/expand/bn" +} +layer { + name: "conv6_2/dwise" + type: "Convolution" + bottom: "conv6_2/expand/bn" + top: "conv6_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/dwise/bn" + type: "BatchNorm" + bottom: "conv6_2/dwise" + top: "conv6_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/dwise/scale" + type: "Scale" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_2/dwise" + type: "ReLU" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/dwise/bn" +} +layer { + name: "conv6_2/linear" + type: "Convolution" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/linear/bn" + type: "BatchNorm" + bottom: "conv6_2/linear" + top: "conv6_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/linear/scale" + type: "Scale" + bottom: "conv6_2/linear/bn" + top: "conv6_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_6_2" + type: "Eltwise" + bottom: "block_6_1" + bottom: "conv6_2/linear/bn" + top: "block_6_2" +} +layer { + name: "conv6_3/expand" + type: "Convolution" + bottom: "block_6_2" + top: "conv6_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/expand/bn" + type: "BatchNorm" + bottom: "conv6_3/expand" + top: "conv6_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/expand/scale" + type: "Scale" + bottom: "conv6_3/expand/bn" + top: "conv6_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_3/expand" + type: "ReLU" + bottom: "conv6_3/expand/bn" + top: "conv6_3/expand/bn" +} +layer { + name: "conv6_3/dwise" + type: "Convolution" + bottom: "conv6_3/expand/bn" + top: "conv6_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/dwise/bn" + type: "BatchNorm" + bottom: "conv6_3/dwise" + top: "conv6_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/dwise/scale" + type: "Scale" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_3/dwise" + type: "ReLU" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/dwise/bn" +} +layer { + name: "conv6_3/linear" + type: "Convolution" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 320 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/linear/bn" + type: "BatchNorm" + bottom: "conv6_3/linear" + top: "conv6_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/linear/scale" + type: "Scale" + bottom: "conv6_3/linear/bn" + top: "conv6_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv6_4" + type: "Convolution" + bottom: "conv6_3/linear/bn" + top: "conv6_4" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 1280 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_4/bn" + type: "BatchNorm" + bottom: "conv6_4" + top: "conv6_4/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_4/scale" + type: "Scale" + bottom: "conv6_4/bn" + top: "conv6_4/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_4" + type: "ReLU" + bottom: "conv6_4/bn" + top: "conv6_4/bn" +} +layer { + name: "pool6" + type: "Pooling" + bottom: "conv6_4/bn" + top: "pool6" + pooling_param { + pool: AVE + global_pooling: true + } +} +layer { + name: "fc7" + type: "Convolution" + bottom: "pool6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1000 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "accuracy/top-1" + type: "Accuracy" + bottom: "fc7" + bottom: "label" + top: "accuracy/top-1" + accuracy_param + { + top_k: 1 + } + include { + phase: TEST + } +} +layer { + name: "accuracy/top-5" + type: "Accuracy" + bottom: "fc7" + bottom: "label" + top: "accuracy/top-5" + accuracy_param + { + top_k: 5 + } + include { + phase: TEST + } +} + From 27d61d35b51c8fd4adae38a70644fbf1ad84cc9b Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Thu, 13 Dec 2018 11:52:03 +0800 Subject: [PATCH 02/12] force to override mklml soft link if exist. --- external/mkl/prepare_mkl.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/external/mkl/prepare_mkl.sh b/external/mkl/prepare_mkl.sh index 650e81b12..5fcb13e8e 100755 --- a/external/mkl/prepare_mkl.sh +++ b/external/mkl/prepare_mkl.sh @@ -90,7 +90,7 @@ if [ -z $MKLROOT ] || [ $VERSION_LINE -lt $VERSION_MATCH ]; then #...If it is not then downloaded and unpacked wget --no-check-certificate -P $DST $MKLURL -O $DST/$ARCHIVE_BASENAME tar -xzf $DST/$ARCHIVE_BASENAME -C $DST - ln -sf $MKL_CONTENT_DIR $DST/mklml + ln -nsf $MKL_CONTENT_DIR $DST/mklml fi FindLibrary $DST MKLROOT=$PWD/`echo $LOCALMKL | sed -e 's/lib.*$//'` From f73c1048174cd7b57159e30716674af2017e2c9c Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Mon, 17 Dec 2018 11:01:52 +0800 Subject: [PATCH 03/12] weight diff and weight data may have different format if mkldnn calculates bwd_w and bwd_d in jit:avx2 and jit:avx512 path seperately. For such case, we have to force reorder to nchw at weight update. --- src/caffe/blob.cpp | 6 +++--- src/caffe/solvers/sgd_solver.cpp | 10 ++++------ 2 files changed, 7 insertions(+), 9 deletions(-) diff --git a/src/caffe/blob.cpp b/src/caffe/blob.cpp index be844340a..1a11a9e28 100644 --- a/src/caffe/blob.cpp +++ b/src/caffe/blob.cpp @@ -289,9 +289,9 @@ void Blob::Update() { if (((diff_->head() == SyncedMemory::SYNCED_PRV) || (diff_->head() == SyncedMemory::HEAD_AT_PRV)) && diff_->prv_data() && - data_->prv_data()) { - CHECK_EQ(true, get_prv_data_descriptor()->layout_compare( - get_prv_diff_descriptor())); + data_->prv_data() && + get_prv_data_descriptor()->layout_compare( + get_prv_diff_descriptor())) { caffe_axpy(prv_diff_count(), Dtype(-1), static_cast(diff_->prv_data()), static_cast(data_->mutable_prv_data())); diff --git a/src/caffe/solvers/sgd_solver.cpp b/src/caffe/solvers/sgd_solver.cpp index dcc0103cc..193a0ab7f 100644 --- a/src/caffe/solvers/sgd_solver.cpp +++ b/src/caffe/solvers/sgd_solver.cpp @@ -469,10 +469,9 @@ void SGDSolver::SGDFusion(int param_id, Dtype rate) { // add weight decay if (net_params[param_id]->prv_data() && net_params[param_id]->prv_diff() && (net_params[param_id]->prv_data_count() - == net_params[param_id]->count())) { - CHECK_EQ(true, + == net_params[param_id]->count()) && net_params[param_id]->get_prv_data_descriptor()->layout_compare( - net_params[param_id]->get_prv_diff_descriptor())); + net_params[param_id]->get_prv_diff_descriptor())) { if (prv_diff_condition_flag) { axpy_axpby_copy_axpy(net_params[param_id]->prv_data_count(), local_decay, net_params[param_id]->mutable_prv_data(), net_params[param_id]->mutable_prv_diff(), @@ -603,10 +602,9 @@ void SGDSolver::Regularize(int param_id) { // add weight decay if (net_params[param_id]->prv_data() && net_params[param_id]->prv_diff() && (net_params[param_id]->prv_data_count() - == net_params[param_id]->count())) { - CHECK_EQ(true, + == net_params[param_id]->count()) && net_params[param_id]->get_prv_data_descriptor()->layout_compare( - net_params[param_id]->get_prv_diff_descriptor())); + net_params[param_id]->get_prv_diff_descriptor())) { caffe_axpy(net_params[param_id]->prv_data_count(), local_decay, From 2fcf003766efd83f304d561431fd8f9622409ba5 Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Thu, 13 Dec 2018 11:49:05 +0800 Subject: [PATCH 04/12] using openmp4.5 array reduction directive to optimize prelu backward perf. compiler requirement: 1. GCC6.1 and later which support openmp array reduction. 2. ICC19.01 and above. It's because ICC lower versions, such as 17.0/18.0, have bug on openmp array reduction feature. Change-Id: I83d0db5be1e1e02f94841e333bc7762fa17196b4 --- src/caffe/layers/prelu_layer.cpp | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/src/caffe/layers/prelu_layer.cpp b/src/caffe/layers/prelu_layer.cpp index 269d5a9d3..3e9a5f594 100644 --- a/src/caffe/layers/prelu_layer.cpp +++ b/src/caffe/layers/prelu_layer.cpp @@ -154,7 +154,17 @@ void PReLULayer::Backward_cpu(const vector*>& top, // keep top_diff unchanged. if (this->param_propagate_down_[0]) { Dtype* slope_diff = this->blobs_[0]->mutable_cpu_diff(); - for (long i = 0; i < count; ++i) { + long i; + // openmp array reduction is supported from openmp 4.5. GCC 6.1 and later + // fully support this feature. ICC less than 19.01 has bug on openmp array + // reduction support, that's why we have ICC version check here. +#if !defined(__INTEL_COMPILER) || __INTEL_COMPILER >= 1900 +#if defined(_OPENMP) && _OPENMP >= 201511 + long reduce = channel_shared_ ? 1 : channels; +#pragma omp parallel for private(i) reduction(+: slope_diff[:reduce]) +#endif +#endif + for (i = 0; i < count; ++i) { long c = (i / dim) % channels / div_factor; slope_diff[c] += top_diff[i] * bottom_data[i] * (bottom_data[i] <= 0); } From 440e8cfb7a4f164a76802dc7c72cfd31cbdd55e2 Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Tue, 25 Dec 2018 13:20:52 +0800 Subject: [PATCH 05/12] add VNet topology --- examples/VNet/DataManager.py | 208 +++ examples/VNet/LICENSE | 674 +++++++++ examples/VNet/README.md | 2 + examples/VNet/VNet.py | 198 +++ examples/VNet/main.py | 43 + examples/VNet/pyLayer.py | 66 + examples/VNet/utilities.py | 140 ++ .../test_noPooling_ResNet_cinque.prototxt | 1193 ++++++++++++++++ .../train_noPooling_ResNet_cinque.prototxt | 1252 +++++++++++++++++ 9 files changed, 3776 insertions(+) create mode 100644 examples/VNet/DataManager.py create mode 100644 examples/VNet/LICENSE create mode 100644 examples/VNet/README.md create mode 100644 examples/VNet/VNet.py create mode 100644 examples/VNet/main.py create mode 100644 examples/VNet/pyLayer.py create mode 100644 examples/VNet/utilities.py create mode 100644 models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt create mode 100644 models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt diff --git a/examples/VNet/DataManager.py b/examples/VNet/DataManager.py new file mode 100644 index 000000000..526eb9c34 --- /dev/null +++ b/examples/VNet/DataManager.py @@ -0,0 +1,208 @@ +import numpy as np +import SimpleITK as sitk +from os import listdir +from os.path import isfile, join, splitext + +class DataManager(object): + params=None + srcFolder=None + resultsDir=None + + fileList=None + gtList=None + + sitkImages=None + sitkGT=None + meanIntensityTrain = None + + def __init__(self,srcFolder,resultsDir,parameters): + self.params=parameters + self.srcFolder=srcFolder + self.resultsDir=resultsDir + + def createImageFileList(self): + self.fileList = [f for f in listdir(self.srcFolder) if isfile(join(self.srcFolder, f)) and 'segmentation' not in f and 'raw' not in f] + print 'FILE LIST: ' + str(self.fileList) + + + def createGTFileList(self): + self.gtList=list() + for f in self.fileList: + filename, ext = splitext(f) + self.gtList.append(join(filename + '_segmentation' + ext)) + + + def loadImages(self): + self.sitkImages=dict() + rescalFilt=sitk.RescaleIntensityImageFilter() + rescalFilt.SetOutputMaximum(1) + rescalFilt.SetOutputMinimum(0) + + stats = sitk.StatisticsImageFilter() + m = 0. + for f in self.fileList: + self.sitkImages[f]=rescalFilt.Execute(sitk.Cast(sitk.ReadImage(join(self.srcFolder, f)),sitk.sitkFloat32)) + stats.Execute(self.sitkImages[f]) + m += stats.GetMean() + + self.meanIntensityTrain=m/len(self.sitkImages) + + + def loadGT(self): + self.sitkGT=dict() + + for f in self.gtList: + self.sitkGT[f]=sitk.Cast(sitk.ReadImage(join(self.srcFolder, f))>0.5,sitk.sitkFloat32) + + + + def loadTrainingData(self): + self.createImageFileList() + self.createGTFileList() + self.loadImages() + self.loadGT() + + + def loadTestData(self): + self.createImageFileList() + self.loadImages() + + def getNumpyImages(self): + dat = self.getNumpyData(self.sitkImages,sitk.sitkLinear) + return dat + + + def getNumpyGT(self): + dat = self.getNumpyData(self.sitkGT,sitk.sitkLinear) + + for key in dat: + dat[key] = (dat[key]>0.5).astype(dtype=np.float32) + + return dat + + + def getNumpyData(self,dat,method): + ret=dict() + for key in dat: + ret[key] = np.zeros([self.params['VolSize'][0], self.params['VolSize'][1], self.params['VolSize'][2]], dtype=np.float32) + + img=dat[key] + + #we rotate the image according to its transformation using the direction and according to the final spacing we want + factor = np.asarray(img.GetSpacing()) / [self.params['dstRes'][0], self.params['dstRes'][1], + self.params['dstRes'][2]] + + factorSize = np.asarray(img.GetSize() * factor, dtype=float) + + newSize = np.max([factorSize, self.params['VolSize']], axis=0) + + newSize = newSize.astype(dtype=int) + + T=sitk.AffineTransform(3) + T.SetMatrix(img.GetDirection()) + + resampler = sitk.ResampleImageFilter() + resampler.SetReferenceImage(img) + resampler.SetOutputSpacing([self.params['dstRes'][0], self.params['dstRes'][1], self.params['dstRes'][2]]) + resampler.SetSize(newSize) + resampler.SetInterpolator(method) + if self.params['normDir']: + resampler.SetTransform(T.GetInverse()) + + imgResampled = resampler.Execute(img) + + + imgCentroid = np.asarray(newSize, dtype=float) / 2.0 + + imgStartPx = (imgCentroid - self.params['VolSize'] / 2.0).astype(dtype=int) + + regionExtractor = sitk.RegionOfInterestImageFilter() + regionExtractor.SetSize(list(self.params['VolSize'].astype(dtype=int))) + regionExtractor.SetIndex(list(imgStartPx)) + + imgResampledCropped = regionExtractor.Execute(imgResampled) + + ret[key] = np.transpose(sitk.GetArrayFromImage(imgResampledCropped).astype(dtype=float), [2, 1, 0]) + + return ret + + + def writeResultsFromNumpyLabel(self,result,key): + img = self.sitkImages[key] + + toWrite=sitk.Image(img.GetSize()[0],img.GetSize()[1],img.GetSize()[2],sitk.sitkFloat32) + + factor = np.asarray(img.GetSpacing()) / [self.params['dstRes'][0], self.params['dstRes'][1], + self.params['dstRes'][2]] + + factorSize = np.asarray(img.GetSize() * factor, dtype=float) + + newSize = np.max([factorSize, self.params['VolSize']], axis=0) + + newSize = newSize.astype(dtype=int) + + T = sitk.AffineTransform(3) + T.SetMatrix(img.GetDirection()) + + resampler = sitk.ResampleImageFilter() + resampler.SetReferenceImage(img) + resampler.SetOutputSpacing([self.params['dstRes'][0], self.params['dstRes'][1], self.params['dstRes'][2]]) + resampler.SetSize(newSize) + resampler.SetInterpolator(sitk.sitkNearestNeighbor) + + if self.params['normDir']: + resampler.SetTransform(T.GetInverse()) + + toWrite = resampler.Execute(toWrite) + + imgCentroid = np.asarray(newSize, dtype=float) / 2.0 + + imgStartPx = (imgCentroid - self.params['VolSize'] / 2.0).astype(dtype=int) + + for dstX, srcX in zip(range(0, result.shape[0]), range(imgStartPx[0],int(imgStartPx[0]+self.params['VolSize'][0]))): + for dstY, srcY in zip(range(0, result.shape[1]), range(imgStartPx[1], int(imgStartPx[1]+self.params['VolSize'][1]))): + for dstZ, srcZ in zip(range(0, result.shape[2]), range(imgStartPx[2], int(imgStartPx[2]+self.params['VolSize'][2]))): + try: + toWrite.SetPixel(int(srcX),int(srcY),int(srcZ),float(result[dstX,dstY,dstZ])) + except: + pass + + + resampler.SetOutputSpacing([img.GetSpacing()[0], img.GetSpacing()[1], img.GetSpacing()[2]]) + resampler.SetSize(img.GetSize()) + + if self.params['normDir']: + resampler.SetTransform(T) + + toWrite = resampler.Execute(toWrite) + + thfilter=sitk.BinaryThresholdImageFilter() + thfilter.SetInsideValue(1) + thfilter.SetOutsideValue(0) + thfilter.SetLowerThreshold(0.5) + toWrite = thfilter.Execute(toWrite) + + #connected component analysis (better safe than sorry) + + cc = sitk.ConnectedComponentImageFilter() + toWritecc = cc.Execute(sitk.Cast(toWrite,sitk.sitkUInt8)) + + arrCC=np.transpose(sitk.GetArrayFromImage(toWritecc).astype(dtype=float), [2, 1, 0]) + + lab=np.zeros(int(np.max(arrCC)+1),dtype=float) + + for i in range(1,int(np.max(arrCC)+1)): + lab[i]=np.sum(arrCC==i) + + activeLab=np.argmax(lab) + + toWrite = (toWritecc==activeLab) + + toWrite = sitk.Cast(toWrite,sitk.sitkUInt8) + + writer = sitk.ImageFileWriter() + filename, ext = splitext(key) + #print join(self.resultsDir, filename + '_result' + ext) + writer.SetFileName(join(self.resultsDir, filename + '_result' + ext)) + writer.Execute(toWrite) + diff --git a/examples/VNet/LICENSE b/examples/VNet/LICENSE new file mode 100644 index 000000000..9cecc1d46 --- /dev/null +++ b/examples/VNet/LICENSE @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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But first, please read +. diff --git a/examples/VNet/README.md b/examples/VNet/README.md new file mode 100644 index 000000000..3fe227608 --- /dev/null +++ b/examples/VNet/README.md @@ -0,0 +1,2 @@ +# VNet +https://sagarhukkire.github.io/Vnet-Cafffe_Guide/ diff --git a/examples/VNet/VNet.py b/examples/VNet/VNet.py new file mode 100644 index 000000000..2d94afe0d --- /dev/null +++ b/examples/VNet/VNet.py @@ -0,0 +1,198 @@ +import caffe +import numpy as np +import matplotlib.pyplot as plt +import matplotlib +import os +import DataManager as DM +import utilities +from os.path import splitext +from multiprocessing import Process, Queue + +class VNet(object): + params=None + dataManagerTrain=None + dataManagerTest=None + + def __init__(self,params): + self.params=params + caffe.set_device(self.params['ModelParams']['device']) + caffe.set_mode_gpu() + + def prepareDataThread(self, dataQueue, numpyImages, numpyGT): + + nr_iter = self.params['ModelParams']['numIterations'] + batchsize = self.params['ModelParams']['batchsize'] + + keysIMG = numpyImages.keys() + + nr_iter_dataAug = nr_iter*batchsize + np.random.seed() + whichDataList = np.random.randint(len(keysIMG), size=int(nr_iter_dataAug/self.params['ModelParams']['nProc'])) + whichDataForMatchingList = np.random.randint(len(keysIMG), size=int(nr_iter_dataAug/self.params['ModelParams']['nProc'])) + + for whichData,whichDataForMatching in zip(whichDataList,whichDataForMatchingList): + filename, ext = splitext(keysIMG[whichData]) + + currGtKey = filename + '_segmentation' + ext + currImgKey = filename + ext + + # data agugumentation through hist matching across different examples... + ImgKeyMatching = keysIMG[whichDataForMatching] + + defImg = numpyImages[currImgKey] + defLab = numpyGT[currGtKey] + + defImg = utilities.hist_match(defImg, numpyImages[ImgKeyMatching]) + + if(np.random.rand(1)[0]>0.5): #do not apply deformations always, just sometimes + defImg, defLab = utilities.produceRandomlyDeformedImage(defImg, defLab, + self.params['ModelParams']['numcontrolpoints'], + self.params['ModelParams']['sigma']) + + weightData = np.zeros_like(defLab,dtype=float) + weightData[defLab == 1] = np.prod(defLab.shape) / np.sum((defLab==1).astype(dtype=np.float32)) + weightData[defLab == 0] = np.prod(defLab.shape) / np.sum((defLab == 0).astype(dtype=np.float32)) + + dataQueue.put(tuple((defImg,defLab, weightData))) + + def trainThread(self,dataQueue,solver): + + nr_iter = self.params['ModelParams']['numIterations'] + batchsize = self.params['ModelParams']['batchsize'] + + batchData = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0], self.params['DataManagerParams']['VolSize'][1], self.params['DataManagerParams']['VolSize'][2]), dtype=float) + batchLabel = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0], self.params['DataManagerParams']['VolSize'][1], self.params['DataManagerParams']['VolSize'][2]), dtype=float) + + #only used if you do weighted multinomial logistic regression + batchWeight = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0], + self.params['DataManagerParams']['VolSize'][1], + self.params['DataManagerParams']['VolSize'][2]), dtype=float) + + train_loss = np.zeros(nr_iter) + for it in range(nr_iter): + for i in range(batchsize): + [defImg, defLab, defWeight] = dataQueue.get() + + batchData[i, 0, :, :, :] = defImg.astype(dtype=np.float32) + batchLabel[i, 0, :, :, :] = (defLab > 0.5).astype(dtype=np.float32) + batchWeight[i, 0, :, :, :] = defWeight.astype(dtype=np.float32) + + solver.net.blobs['data'].data[...] = batchData.astype(dtype=np.float32) + solver.net.blobs['label'].data[...] = batchLabel.astype(dtype=np.float32) + #solver.net.blobs['labelWeight'].data[...] = batchWeight.astype(dtype=np.float32) + #use only if you do softmax with loss + + + solver.step(1) # this does the training + train_loss[it] = solver.net.blobs['loss'].data + + #if (np.mod(it, 10) == 0): + # plt.clf() + # plt.plot(range(0, it), train_loss[0:it]) + # plt.pause(0.00000001) + + + #matplotlib.pyplot.show() + + + def train(self): + print self.params['ModelParams']['dirTrain'] + + #we define here a data manage object + self.dataManagerTrain = DM.DataManager(self.params['ModelParams']['dirTrain'], + self.params['ModelParams']['dirResult'], + self.params['DataManagerParams']) + + self.dataManagerTrain.loadTrainingData() #loads in sitk format + + howManyImages = len(self.dataManagerTrain.sitkImages) + howManyGT = len(self.dataManagerTrain.sitkGT) + + assert howManyGT == howManyImages + + print "The dataset has shape: data - " + str(howManyImages) + ". labels - " + str(howManyGT) + + test_interval = 50000 + # Write a temporary solver text file because pycaffe is stupid + with open("solver.prototxt", 'w') as f: + f.write("net: \"" + self.params['ModelParams']['prototxtTrain'] + "\" \n") + f.write("base_lr: " + str(self.params['ModelParams']['baseLR']) + " \n") + f.write("momentum: 0.99 \n") + f.write("weight_decay: 0.0005 \n") + f.write("lr_policy: \"step\" \n") + f.write("stepsize: 20000 \n") + f.write("gamma: 0.1 \n") + f.write("display: 1 \n") + f.write("snapshot: 500 \n") + f.write("snapshot_prefix: \"" + self.params['ModelParams']['dirSnapshots'] + "\" \n") + #f.write("test_iter: 3 \n") + #f.write("test_interval: " + str(test_interval) + "\n") + + f.close() + solver = caffe.SGDSolver("solver.prototxt") + os.remove("solver.prototxt") + + if (self.params['ModelParams']['snapshot'] > 0): + solver.restore(self.params['ModelParams']['dirSnapshots'] + "_iter_" + str( + self.params['ModelParams']['snapshot']) + ".solverstate") + + #plt.ion() + + numpyImages = self.dataManagerTrain.getNumpyImages() + numpyGT = self.dataManagerTrain.getNumpyGT() + + #numpyImages['Case00.mhd'] + #numpy images is a dictionary that you index in this way (with filenames) + + for key in numpyImages: + mean = np.mean(numpyImages[key][numpyImages[key]>0]) + std = np.std(numpyImages[key][numpyImages[key]>0]) + + numpyImages[key]-=mean + numpyImages[key]/=std + + dataQueue = Queue(30) #max 50 images in queue + dataPreparation = [None] * self.params['ModelParams']['nProc'] + + #thread creation + for proc in range(0,self.params['ModelParams']['nProc']): + dataPreparation[proc] = Process(target=self.prepareDataThread, args=(dataQueue, numpyImages, numpyGT)) + dataPreparation[proc].daemon = True + dataPreparation[proc].start() + + self.trainThread(dataQueue, solver) + + + def test(self): + self.dataManagerTest = DM.DataManager(self.params['ModelParams']['dirTest'], self.params['ModelParams']['dirResult'], self.params['DataManagerParams']) + self.dataManagerTest.loadTestData() + + net = caffe.Net(self.params['ModelParams']['prototxtTest'], + os.path.join(self.params['ModelParams']['dirSnapshots'],"_iter_" + str(self.params['ModelParams']['snapshot']) + ".caffemodel"), + caffe.TEST) + + numpyImages = self.dataManagerTest.getNumpyImages() + + for key in numpyImages: + mean = np.mean(numpyImages[key][numpyImages[key]>0]) + std = np.std(numpyImages[key][numpyImages[key]>0]) + + numpyImages[key] -= mean + numpyImages[key] /= std + + results = dict() + + for key in numpyImages: + + btch = np.reshape(numpyImages[key],[1,1,numpyImages[key].shape[0],numpyImages[key].shape[1],numpyImages[key].shape[2]]) + + net.blobs['data'].data[...] = btch + + out = net.forward() + l = out["labelmap"] + labelmap = np.squeeze(l[0,1,:,:,:]) + + results[key] = np.squeeze(labelmap) + + self.dataManagerTest.writeResultsFromNumpyLabel(np.squeeze(labelmap),key) + diff --git a/examples/VNet/main.py b/examples/VNet/main.py new file mode 100644 index 000000000..6283e23e5 --- /dev/null +++ b/examples/VNet/main.py @@ -0,0 +1,43 @@ +import sys +import os +import numpy as np +import VNet as VN + +basePath=os.getcwd() + +params = dict() +params['DataManagerParams']=dict() +params['ModelParams']=dict() + +#params of the algorithm +params['ModelParams']['numcontrolpoints']=2 +params['ModelParams']['sigma']=15 +params['ModelParams']['device']=0 +params['ModelParams']['prototxtTrain']=os.path.join(basePath,'../../models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt') +params['ModelParams']['prototxtTest']=os.path.join(basePath,'../../models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt') +params['ModelParams']['snapshot']=0 +params['ModelParams']['dirTrain']=os.path.join(basePath,'Dataset/Train') +params['ModelParams']['dirTest']=os.path.join(basePath,'Dataset/Test') +params['ModelParams']['dirResult']=os.path.join(basePath,'Results') #where we need to save the results (relative to the base path) +params['ModelParams']['dirSnapshots']=os.path.join(basePath,'Models/MRI_cinque_snapshots/') #where to save the models while training +params['ModelParams']['batchsize'] = 2 #the batchsize +params['ModelParams']['numIterations'] = 100000 #the number of iterations +params['ModelParams']['baseLR'] = 0.0001 #the learning rate, initial one +params['ModelParams']['nProc'] = 1 #the number of threads to do data augmentation + + +#params of the DataManager +params['DataManagerParams']['dstRes'] = np.asarray([1,1,1.5],dtype=float) +params['DataManagerParams']['VolSize'] = np.asarray([128,128,64],dtype=int) +params['DataManagerParams']['normDir'] = False #if rotates the volume according to its transformation in the mhd file. Not reccommended. + +model=VN.VNet(params) +train = [i for i, j in enumerate(sys.argv) if j == '-train'] +if len(train)>0: + model.train() + +test = [i for i, j in enumerate(sys.argv) if j == '-test'] +if len(test) > 0: + model.test() + + diff --git a/examples/VNet/pyLayer.py b/examples/VNet/pyLayer.py new file mode 100644 index 000000000..20c9740c2 --- /dev/null +++ b/examples/VNet/pyLayer.py @@ -0,0 +1,66 @@ +import caffe +import numpy as np + +class DiceLoss(caffe.Layer): + """ + Compute energy based on dice coefficient. + """ + union = None + intersection = None + result = None + gt = None + + def setup(self, bottom, top): + # check input pair + if len(bottom) != 2: + raise Exception("Need two inputs to compute the dice. the result of the softmax and the ground truth.") + + + + def reshape(self, bottom, top): + # check input dimensions match + if bottom[0].count != 2*bottom[1].count: + print bottom[0].data.shape + print bottom[1].data.shape + raise Exception("the dimension of inputs should match") + + # loss output is two scalars (mean and std) + top[0].reshape(1) + + def forward(self, bottom, top): + + dice = np.zeros(bottom[0].data.shape[0],dtype=np.float32) + self.union = np.zeros(bottom[0].data.shape[0],dtype=np.float32) + self.intersection = np.zeros(bottom[0].data.shape[0],dtype=np.float32) + + self.result = np.reshape(np.squeeze(np.argmax(bottom[0].data[...],axis=1)),[bottom[0].data.shape[0],bottom[0].data.shape[2]]) + self.gt = np.reshape(np.squeeze(bottom[1].data[...]),[bottom[1].data.shape[0],bottom[1].data.shape[2]]) + + self.gt = (self.gt > 0.5).astype(dtype=np.float32) + self.result = self.result.astype(dtype=np.float32) + + for i in range(0,bottom[0].data.shape[0]): + # compute dice + CurrResult = (self.result[i,:]).astype(dtype=np.float32) + CurrGT = (self.gt[i,:]).astype(dtype=np.float32) + + self.union[i]=(np.sum(CurrResult) + np.sum(CurrGT)) + self.intersection[i]=(np.sum(CurrResult * CurrGT)) + + dice[i] = 2 * self.intersection[i] / (self.union[i]+0.00001) + print dice[i] + + top[0].data[0]=np.sum(dice) + + def backward(self, top, propagate_down, bottom): + for btm in [0]: + prob = bottom[0].data[...] + bottom[btm].diff[...] = np.zeros(bottom[btm].diff.shape, dtype=np.float32) + for i in range(0, bottom[btm].diff.shape[0]): + + bottom[btm].diff[i, 0, :] += 2.0 * ( + (self.gt[i, :] * self.union[i]) / ((self.union[i]) ** 2) - 2.0*prob[i,1,:]*(self.intersection[i]) / ( + (self.union[i]) ** 2)) + bottom[btm].diff[i, 1, :] -= 2.0 * ( + (self.gt[i, :] * self.union[i]) / ((self.union[i]) ** 2) - 2.0*prob[i,1,:]*(self.intersection[i]) / ( + (self.union[i]) ** 2)) diff --git a/examples/VNet/utilities.py b/examples/VNet/utilities.py new file mode 100644 index 000000000..57a2c62b6 --- /dev/null +++ b/examples/VNet/utilities.py @@ -0,0 +1,140 @@ +import numpy as np +import SimpleITK as sitk +import matplotlib.pyplot as plt + +def hist_match(source, template): + """ + Adjust the pixel values of a grayscale image such that its histogram + matches that of a target image + + Arguments: + ----------- + source: np.ndarray + Image to transform; the histogram is computed over the flattened + array + template: np.ndarray + Template image; can have different dimensions to source + Returns: + ----------- + matched: np.ndarray + The transformed output image + """ + + oldshape = source.shape + source = source.ravel() + template = template.ravel() + + # get the set of unique pixel values and their corresponding indices and + # counts + s_values, bin_idx, s_counts = np.unique(source, return_inverse=True, + return_counts=True) + t_values, t_counts = np.unique(template, return_counts=True) + + # take the cumsum of the counts and normalize by the number of pixels to + # get the empirical cumulative distribution functions for the source and + # template images (maps pixel value --> quantile) + s_quantiles = np.cumsum(s_counts).astype(np.float64) + s_quantiles /= s_quantiles[-1] + t_quantiles = np.cumsum(t_counts).astype(np.float64) + t_quantiles /= t_quantiles[-1] + + # interpolate linearly to find the pixel values in the template image + # that correspond most closely to the quantiles in the source image + #interp_t_values = np.zeros_like(source,dtype=float) + interp_t_values = np.interp(s_quantiles, t_quantiles, t_values) + + return interp_t_values[bin_idx].reshape(oldshape) + +def sitk_show(nda, title=None, margin=0.0, dpi=40): + figsize = (1 + margin) * nda.shape[0] / dpi, (1 + margin) * nda.shape[1] / dpi + + extent = (0, nda.shape[1], nda.shape[0], 0) + fig = plt.figure(figsize=figsize, dpi=dpi) + ax = fig.add_axes([margin, margin, 1 - 2*margin, 1 - 2*margin]) + + plt.set_cmap("gray") + for k in range(0,nda.shape[2]): + print "printing slice "+str(k) + ax.imshow(np.squeeze(nda[:,:,k]),extent=extent,interpolation=None) + plt.draw() + plt.pause(0.1) + #plt.waitforbuttonpress() + +def computeQualityMeasures(lP,lT): + quality=dict() + labelPred=sitk.GetImageFromArray(lP, isVector=False) + labelTrue=sitk.GetImageFromArray(lT, isVector=False) + hausdorffcomputer=sitk.HausdorffDistanceImageFilter() + hausdorffcomputer.Execute(labelTrue>0.5,labelPred>0.5) + quality["avgHausdorff"]=hausdorffcomputer.GetAverageHausdorffDistance() + quality["Hausdorff"]=hausdorffcomputer.GetHausdorffDistance() + + dicecomputer=sitk.LabelOverlapMeasuresImageFilter() + dicecomputer.Execute(labelTrue>0.5,labelPred>0.5) + quality["dice"]=dicecomputer.GetDiceCoefficient() + + return quality + + +def produceRandomlyDeformedImage(image, label, numcontrolpoints, stdDef): + sitkImage=sitk.GetImageFromArray(image, isVector=False) + sitklabel=sitk.GetImageFromArray(label, isVector=False) + + transfromDomainMeshSize=[numcontrolpoints]*sitkImage.GetDimension() + + tx = sitk.BSplineTransformInitializer(sitkImage,transfromDomainMeshSize) + + + params = tx.GetParameters() + + paramsNp=np.asarray(params,dtype=float) + paramsNp = paramsNp + np.random.randn(paramsNp.shape[0])*stdDef + + paramsNp[0:int(len(params)/3)]=0 #remove z deformations! The resolution in z is too bad + + params=tuple(paramsNp) + tx.SetParameters(params) + + resampler = sitk.ResampleImageFilter() + resampler.SetReferenceImage(sitkImage) + resampler.SetInterpolator(sitk.sitkLinear) + resampler.SetDefaultPixelValue(0) + resampler.SetTransform(tx) + + resampler.SetDefaultPixelValue(0) + outimgsitk = resampler.Execute(sitkImage) + outlabsitk = resampler.Execute(sitklabel) + + outimg = sitk.GetArrayFromImage(outimgsitk) + outimg = outimg.astype(dtype=np.float32) + + outlbl = sitk.GetArrayFromImage(outlabsitk) + outlbl = (outlbl>0.5).astype(dtype=np.float32) + + return outimg,outlbl + + +def produceRandomlyTranslatedImage(image, label): + sitkImage = sitk.GetImageFromArray(image, isVector=False) + sitklabel = sitk.GetImageFromArray(label, isVector=False) + + itemindex = np.where(label > 0) + randTrans = (0,np.random.randint(-np.min(itemindex[1])/2,(image.shape[1]-np.max(itemindex[1]))/2),np.random.randint(-np.min(itemindex[0])/2,(image.shape[0]-np.max(itemindex[0]))/2)) + translation = sitk.TranslationTransform(3, randTrans) + + resampler = sitk.ResampleImageFilter() + resampler.SetReferenceImage(sitkImage) + resampler.SetInterpolator(sitk.sitkLinear) + resampler.SetDefaultPixelValue(0) + resampler.SetTransform(translation) + + outimgsitk = resampler.Execute(sitkImage) + outlabsitk = resampler.Execute(sitklabel) + + outimg = sitk.GetArrayFromImage(outimgsitk) + outimg = outimg.astype(dtype=float) + + outlbl = sitk.GetArrayFromImage(outlabsitk) > 0 + outlbl = outlbl.astype(dtype=float) + + return outimg, outlbl diff --git a/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt b/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt new file mode 100644 index 000000000..2c4a82b82 --- /dev/null +++ b/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt @@ -0,0 +1,1193 @@ +input: "data" +input_shape{dim: 1 dim: 1 dim: 128 dim: 128 dim: 64} + +layer { + name: "conv_in128_chan16" + type: "Convolution" + bottom: "data" + top: "conv_in128_chan16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 16 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + + +layer { + name: "split1_1" + type: "Split" + bottom: "data" + top: "t1_1" + top: "t1_2" + top: "t1_3" + top: "t1_4" + top: "t1_5" + top: "t1_6" + top: "t1_7" + top: "t1_8" + top: "t1_9" + top: "t1_10" + top: "t1_11" + top: "t1_12" + top: "t1_13" + top: "t1_14" + top: "t1_15" + top: "t1_16" +} + +layer { + name: "concat1_1" + bottom: "t1_1" + bottom: "t1_2" + bottom: "t1_3" + bottom: "t1_4" + bottom: "t1_5" + bottom: "t1_6" + bottom: "t1_7" + bottom: "t1_8" + bottom: "t1_9" + bottom: "t1_10" + bottom: "t1_11" + bottom: "t1_12" + bottom: "t1_13" + bottom: "t1_14" + bottom: "t1_15" + bottom: "t1_16" + top: "tiled1_1" + type: "Concat" + concat_param { + axis: 1 + } +} + +layer { + name: "addLayer1_1" + type: "Eltwise" + bottom: "conv_in128_chan16" + bottom: "tiled1_1" + top: "outBlock1_1" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_1_RELU" + type: "PReLU" + bottom: "outBlock1_1" + top: "outBlock1_1" +} + +#------------- FIRST BLOCK ----------------- + +layer { + name: "down_pooling_128_to_64" + type: "Convolution" + bottom: "outBlock1_1" + top: "down_pooling_128_to_64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_128_to_64" + type: "PReLU" + bottom: "down_pooling_128_to_64" + top: "down_pooling_128_to_64" +} + +#-------------- FIRST POOLING ------------------ + +layer { + name: "conv_in64_chan32" + type: "Convolution" + bottom: "down_pooling_128_to_64" + top: "conv_in64_chan32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_2" + type: "Eltwise" + bottom: "conv_in64_chan32" + bottom: "down_pooling_128_to_64" + top: "outBlock1_2" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_2_RELU" + type: "PReLU" + bottom: "outBlock1_2" + top: "outBlock1_2" +} + +#------------- SECOND BLOCK ----------------- + +layer { + name: "down_pooling_64_to_32" + type: "Convolution" + bottom: "outBlock1_2" + top: "down_pooling_64_to_32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_64_to_32" + type: "PReLU" + bottom: "down_pooling_64_to_32" + top: "down_pooling_64_to_32" +} + +#-------------- SECOND POOLING ------------------ + +layer { + name: "conv_in32_chan64" + type: "Convolution" + bottom: "down_pooling_64_to_32" + top: "conv_in32_chan64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in32_chan64" + type: "PReLU" + bottom: "conv_in32_chan64" + top: "conv_in32_chan64" +} + +layer { + name: "conv_in32_chan64_2" + type: "Convolution" + bottom: "conv_in32_chan64" + top: "conv_in32_chan64_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_3" + type: "Eltwise" + bottom: "conv_in32_chan64_2" + bottom: "down_pooling_64_to_32" + top: "outBlock1_3" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_3_RELU" + type: "PReLU" + bottom: "outBlock1_3" + top: "outBlock1_3" +} + +#------------- THIRD BLOCK ----------------- + +layer { + name: "down_pooling_32_to_16" + type: "Convolution" + bottom: "outBlock1_3" + top: "down_pooling_32_to_16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_32_to_16" + type: "PReLU" + bottom: "down_pooling_32_to_16" + top: "down_pooling_32_to_16" +} + +#-------------- THIRD POOLING ------------------ + +layer { + name: "conv_in16_chan128" + type: "Convolution" + bottom: "down_pooling_32_to_16" + top: "conv_in16_chan128" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in16_chan128" + type: "PReLU" + bottom: "conv_in16_chan128" + top: "conv_in16_chan128" +} + +layer { + name: "conv_in16_chan128_2" + type: "Convolution" + bottom: "conv_in16_chan128" + top: "conv_in16_chan128_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_2" + type: "PReLU" + bottom: "conv_in16_chan128_2" + top: "conv_in16_chan128_2" +} + +layer { + name: "conv_in16_chan128_3" + type: "Convolution" + bottom: "conv_in16_chan128_2" + top: "conv_in16_chan128_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_4" + type: "Eltwise" + bottom: "conv_in16_chan128_3" + bottom: "down_pooling_32_to_16" + top: "outBlock1_4" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_4_RELU" + type: "PReLU" + bottom: "outBlock1_4" + top: "outBlock1_4" +} + +#------------- FOURTH BLOCK ----------------- + + +layer { + name: "down_pooling_16_to_8" + type: "Convolution" + bottom: "outBlock1_4" + top: "down_pooling_16_to_8" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_16_to_8" + type: "PReLU" + bottom: "down_pooling_16_to_8" + top: "down_pooling_16_to_8" +} + +#-------------- FOURTH POOLING ------------------ + +layer { + name: "conv_in8_chan256" + type: "Convolution" + bottom: "down_pooling_16_to_8" + top: "conv_in8_chan256" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in8_chan256" + type: "PReLU" + bottom: "conv_in8_chan256" + top: "conv_in8_chan256" +} + +layer { + name: "conv_in8_chan256_2" + type: "Convolution" + bottom: "conv_in8_chan256" + top: "conv_in8_chan256_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in8_chan256_2" + type: "PReLU" + bottom: "conv_in8_chan256_2" + top: "conv_in8_chan256_2" +} + +layer { + name: "conv_in8_chan256_3" + type: "Convolution" + bottom: "conv_in8_chan256_2" + top: "conv_in8_chan256_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_5" + type: "Eltwise" + bottom: "conv_in8_chan256_3" + bottom: "down_pooling_16_to_8" + top: "outBlock1_5" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_5_RELU" + type: "PReLU" + bottom: "outBlock1_5" + top: "outBlock1_5" +} + +#------------- FIFTH BLOCK ----------------- + + +layer { + name: "deconv_in8_chan128" + type: "Deconvolution" + bottom: "outBlock1_5" + top: "deconv_in8_chan128" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 2 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in8_chan128" + type: "PReLU" + bottom: "deconv_in8_chan128" + top: "deconv_in8_chan128" +} + +layer { + type: "Concat" + name: "concat_in16_concat" + top: "concat_in16_concat" + bottom: "deconv_in8_chan128" + bottom: "outBlock1_4" +} + +#------------- FIRST DEPOOL ----------------- + +layer { + name: "conv_in16_chan128_right" + type: "Convolution" + bottom: "concat_in16_concat" + top: "conv_in16_chan128_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_right" + type: "PReLU" + bottom: "conv_in16_chan128_right" + top: "conv_in16_chan128_right" +} + +layer { + name: "conv_in16_chan128_right_2" + type: "Convolution" + bottom: "conv_in16_chan128_right" + top: "conv_in16_chan128_right_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_right_2" + type: "PReLU" + bottom: "conv_in16_chan128_right_2" + top: "conv_in16_chan128_right_2" +} + +layer { + name: "conv_in16_chan128_right_3" + type: "Convolution" + bottom: "conv_in16_chan128_right_2" + top: "conv_in16_chan128_right_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_4" + type: "Eltwise" + bottom: "conv_in16_chan128_right_3" + bottom: "concat_in16_concat" + top: "outBlock2_4" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_4_RELU" + type: "PReLU" + bottom: "outBlock2_4" + top: "outBlock2_4" +} + +#------------- SIXTH BLOCK ----------------- + +layer { + name: "deconv_in16_chan64" + type: "Deconvolution" + bottom: "outBlock2_4" + top: "deconv_in16_chan64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 2 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in16_chan64" + type: "PReLU" + bottom: "deconv_in16_chan64" + top: "deconv_in16_chan64" +} + +layer { + type: "Concat" + name: "concat_in32_concat" + top: "concat_in32_concat" + bottom: "deconv_in16_chan64" + bottom: "outBlock1_3" +} + +#------------- SECOND DEPOOL ----------------- + + +layer { + name: "conv_in32_chan64_right" + type: "Convolution" + bottom: "concat_in32_concat" + top: "conv_in32_chan64_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in32_chan64_right" + type: "PReLU" + bottom: "conv_in32_chan64_right" + top: "conv_in32_chan64_right" +} + +layer { + name: "conv_in32_chan64_right_2" + type: "Convolution" + bottom: "conv_in32_chan64_right" + top: "conv_in32_chan64_right_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_3" + type: "Eltwise" + bottom: "conv_in32_chan64_right_2" + bottom: "concat_in32_concat" + top: "outBlock2_3" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_3_RELU" + type: "PReLU" + bottom: "outBlock2_3" + top: "outBlock2_3" +} + +#------------- SEVENTH BLOCK ----------------- + +layer { + name: "deconv_in32_chan32" + type: "Deconvolution" + bottom: "outBlock2_3" + top: "deconv_in32_chan32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 2 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in32_chan32" + type: "PReLU" + bottom: "deconv_in32_chan32" + top: "deconv_in32_chan32" +} + +layer { + type: "Concat" + name: "concat_in64_concat" + top: "concat_in64_concat" + bottom: "deconv_in32_chan32" + bottom: "outBlock1_2" +} + +#------------- THIRD DEPOOL ----------------- + + +layer { + name: "conv_in64_chan32_right" + type: "Convolution" + bottom: "concat_in64_concat" + top: "conv_in64_chan32_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_2" + type: "Eltwise" + bottom: "conv_in64_chan32_right" + bottom: "concat_in64_concat" + top: "outBlock2_2" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_2_RELU" + type: "PReLU" + bottom: "outBlock2_2" + top: "outBlock2_2" +} + + +#------------- EIGHTH BLOCK ----------------- + +layer { + name: "deconv_in64_chan16" + type: "Deconvolution" + bottom: "outBlock2_2" + top: "deconv_in64_chan16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 16 + kernel_size: 2 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in64_chan16" + type: "PReLU" + bottom: "deconv_in64_chan16" + top: "deconv_in64_chan16" +} + +layer { + type: "Concat" + name: "concat_in128_concat" + top: "concat_in128_concat" + bottom: "deconv_in64_chan16" + bottom: "outBlock1_1" +} + +#------------- FOURTH DEPOOL ----------------- + +layer { + name: "conv_in128_chan16_right" + type: "Convolution" + bottom: "concat_in128_concat" + top: "conv_in128_chan16_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_1" + type: "Eltwise" + bottom: "conv_in128_chan16_right" + bottom: "concat_in128_concat" + top: "outBlock2_1" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_1_RELU" + type: "PReLU" + bottom: "outBlock2_1" + top: "outBlock2_1" +} + +#------------- NINETH BLOCK ----------------- + + +layer { + name: "conv_in128_chan2_right" + type: "Convolution" + bottom: "outBlock2_1" + top: "conv_in128_chan2_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 2 + kernel_size: 5 + stride: 1 + pad: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in128_chan2_right" + type: "PReLU" + bottom: "conv_in128_chan2_right" + top: "conv_in128_chan2_right" +} + +layer { + name: "conv_in128_chan2_2_right" + type: "Convolution" + bottom: "conv_in128_chan2_right" + top: "conv_in128_chan2_2_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 2 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + + + layer { + name: "reshaperes" + type: "Reshape" + bottom: "conv_in128_chan2_2_right" + top: "conv_in128_chan2_right_flat" + reshape_param { + shape { + dim: 1 # copy the dimension from below + dim: 2 + dim: 1048576 + } + } + } + + +layer { + name: "labelmapsf" + type: "Softmax" + bottom: "conv_in128_chan2_right_flat" + top: "labelmapsf" + loss_param { + ignore_label:2 + } + } + + layer { + name: "labelmap" + type: "Reshape" + bottom: "labelmapsf" + top: "labelmap" + reshape_param { + shape { + dim: 1 # copy the dimension from below + dim: 2 + dim: 128 + dim: 128 + dim: 64 + } + } + } \ No newline at end of file diff --git a/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt b/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt new file mode 100644 index 000000000..9a8f5d757 --- /dev/null +++ b/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt @@ -0,0 +1,1252 @@ +input: "data" +input_shape{dim: 2 dim: 1 dim: 128 dim: 128 dim: 64} + +input: "label" +input_shape{dim: 2 dim: 1 dim: 128 dim: 128 dim: 64} + + +layer { + name: "conv_in128_chan16" + type: "Convolution" + bottom: "data" + top: "conv_in128_chan16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 16 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + + +layer { + name: "split1_1" + type: "Split" + bottom: "data" + top: "t1_1" + top: "t1_2" + top: "t1_3" + top: "t1_4" + top: "t1_5" + top: "t1_6" + top: "t1_7" + top: "t1_8" + top: "t1_9" + top: "t1_10" + top: "t1_11" + top: "t1_12" + top: "t1_13" + top: "t1_14" + top: "t1_15" + top: "t1_16" +} + +layer { + name: "concat1_1" + bottom: "t1_1" + bottom: "t1_2" + bottom: "t1_3" + bottom: "t1_4" + bottom: "t1_5" + bottom: "t1_6" + bottom: "t1_7" + bottom: "t1_8" + bottom: "t1_9" + bottom: "t1_10" + bottom: "t1_11" + bottom: "t1_12" + bottom: "t1_13" + bottom: "t1_14" + bottom: "t1_15" + bottom: "t1_16" + top: "tiled1_1" + type: "Concat" + concat_param { + axis: 1 + } +} + +layer { + name: "addLayer1_1" + type: "Eltwise" + bottom: "conv_in128_chan16" + bottom: "tiled1_1" + top: "outBlock1_1" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_1_RELU" + type: "PReLU" + bottom: "outBlock1_1" + top: "outBlock1_1" +} + +#------------- FIRST BLOCK ----------------- + +layer { + name: "down_pooling_128_to_64" + type: "Convolution" + bottom: "outBlock1_1" + top: "down_pooling_128_to_64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_128_to_64" + type: "PReLU" + bottom: "down_pooling_128_to_64" + top: "down_pooling_128_to_64" +} + +#-------------- FIRST POOLING ------------------ + +layer { + name: "conv_in64_chan32" + type: "Convolution" + bottom: "down_pooling_128_to_64" + top: "conv_in64_chan32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_2" + type: "Eltwise" + bottom: "conv_in64_chan32" + bottom: "down_pooling_128_to_64" + top: "outBlock1_2" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_2_RELU" + type: "PReLU" + bottom: "outBlock1_2" + top: "outBlock1_2" +} + +#------------- SECOND BLOCK ----------------- + +layer { + name: "down_pooling_64_to_32" + type: "Convolution" + bottom: "outBlock1_2" + top: "down_pooling_64_to_32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_64_to_32" + type: "PReLU" + bottom: "down_pooling_64_to_32" + top: "down_pooling_64_to_32" +} + +#-------------- SECOND POOLING ------------------ + +layer { + name: "conv_in32_chan64" + type: "Convolution" + bottom: "down_pooling_64_to_32" + top: "conv_in32_chan64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in32_chan64" + type: "PReLU" + bottom: "conv_in32_chan64" + top: "conv_in32_chan64" +} + +layer { + name: "conv_in32_chan64_2" + type: "Convolution" + bottom: "conv_in32_chan64" + top: "conv_in32_chan64_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_3" + type: "Eltwise" + bottom: "conv_in32_chan64_2" + bottom: "down_pooling_64_to_32" + top: "outBlock1_3" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_3_RELU" + type: "PReLU" + bottom: "outBlock1_3" + top: "outBlock1_3" +} + +#------------- THIRD BLOCK ----------------- + +layer { + name: "down_pooling_32_to_16" + type: "Convolution" + bottom: "outBlock1_3" + top: "down_pooling_32_to_16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_32_to_16" + type: "PReLU" + bottom: "down_pooling_32_to_16" + top: "down_pooling_32_to_16" +} + +#-------------- THIRD POOLING ------------------ + +layer { + name: "conv_in16_chan128" + type: "Convolution" + bottom: "down_pooling_32_to_16" + top: "conv_in16_chan128" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in16_chan128" + type: "PReLU" + bottom: "conv_in16_chan128" + top: "conv_in16_chan128" +} + +layer { + name: "conv_in16_chan128_2" + type: "Convolution" + bottom: "conv_in16_chan128" + top: "conv_in16_chan128_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_2" + type: "PReLU" + bottom: "conv_in16_chan128_2" + top: "conv_in16_chan128_2" +} + +layer { + name: "conv_in16_chan128_3" + type: "Convolution" + bottom: "conv_in16_chan128_2" + top: "conv_in16_chan128_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_4" + type: "Eltwise" + bottom: "conv_in16_chan128_3" + bottom: "down_pooling_32_to_16" + top: "outBlock1_4" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_4_RELU" + type: "PReLU" + bottom: "outBlock1_4" + top: "outBlock1_4" +} + +#------------- FOURTH BLOCK ----------------- + + +layer { + name: "down_pooling_16_to_8" + type: "Convolution" + bottom: "outBlock1_4" + top: "down_pooling_16_to_8" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 2 + pad: 0 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_down_pooling_16_to_8" + type: "PReLU" + bottom: "down_pooling_16_to_8" + top: "down_pooling_16_to_8" +} + +#-------------- FOURTH POOLING ------------------ + +layer { + name: "conv_in8_chan256" + type: "Convolution" + bottom: "down_pooling_16_to_8" + top: "conv_in8_chan256" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in8_chan256" + type: "PReLU" + bottom: "conv_in8_chan256" + top: "conv_in8_chan256" +} + +layer { + name: "conv_in8_chan256_2" + type: "Convolution" + bottom: "conv_in8_chan256" + top: "conv_in8_chan256_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "relu_conv_in8_chan256_2" + type: "PReLU" + bottom: "conv_in8_chan256_2" + top: "conv_in8_chan256_2" +} + +layer { + name: "conv_in8_chan256_3" + type: "Convolution" + bottom: "conv_in8_chan256_2" + top: "conv_in8_chan256_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer1_5" + type: "Eltwise" + bottom: "conv_in8_chan256_3" + bottom: "down_pooling_16_to_8" + top: "outBlock1_5" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock1_5_RELU" + type: "PReLU" + bottom: "outBlock1_5" + top: "outBlock1_5" +} + +#------------- FIFTH BLOCK ----------------- + + +layer { + name: "deconv_in8_chan128" + type: "Deconvolution" + bottom: "outBlock1_5" + top: "deconv_in8_chan128" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 2 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in8_chan128" + type: "PReLU" + bottom: "deconv_in8_chan128" + top: "deconv_in8_chan128" +} + +layer { + type: "Concat" + name: "concat_in16_concat" + top: "concat_in16_concat" + bottom: "deconv_in8_chan128" + bottom: "outBlock1_4" +} + +#------------- FIRST DEPOOL ----------------- + +layer { + name: "conv_in16_chan128_right" + type: "Convolution" + bottom: "concat_in16_concat" + top: "conv_in16_chan128_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_right" + type: "PReLU" + bottom: "conv_in16_chan128_right" + top: "conv_in16_chan128_right" +} + +layer { + name: "conv_in16_chan128_right_2" + type: "Convolution" + bottom: "conv_in16_chan128_right" + top: "conv_in16_chan128_right_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in16_chan128_right_2" + type: "PReLU" + bottom: "conv_in16_chan128_right_2" + top: "conv_in16_chan128_right_2" +} + +layer { + name: "conv_in16_chan128_right_3" + type: "Convolution" + bottom: "conv_in16_chan128_right_2" + top: "conv_in16_chan128_right_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_4" + type: "Eltwise" + bottom: "conv_in16_chan128_right_3" + bottom: "concat_in16_concat" + top: "outBlock2_4" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_4_RELU" + type: "PReLU" + bottom: "outBlock2_4" + top: "outBlock2_4" +} + +#------------- SIXTH BLOCK ----------------- + +layer { + name: "deconv_in16_chan64" + type: "Deconvolution" + bottom: "outBlock2_4" + top: "deconv_in16_chan64" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 2 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in16_chan64" + type: "PReLU" + bottom: "deconv_in16_chan64" + top: "deconv_in16_chan64" +} + +layer { + type: "Concat" + name: "concat_in32_concat" + top: "concat_in32_concat" + bottom: "deconv_in16_chan64" + bottom: "outBlock1_3" +} + +#------------- SECOND DEPOOL ----------------- + + +layer { + name: "conv_in32_chan64_right" + type: "Convolution" + bottom: "concat_in32_concat" + top: "conv_in32_chan64_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in32_chan64_right" + type: "PReLU" + bottom: "conv_in32_chan64_right" + top: "conv_in32_chan64_right" +} + +layer { + name: "conv_in32_chan64_right_2" + type: "Convolution" + bottom: "conv_in32_chan64_right" + top: "conv_in32_chan64_right_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_3" + type: "Eltwise" + bottom: "conv_in32_chan64_right_2" + bottom: "concat_in32_concat" + top: "outBlock2_3" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_3_RELU" + type: "PReLU" + bottom: "outBlock2_3" + top: "outBlock2_3" +} + +#------------- SEVENTH BLOCK ----------------- + +layer { + name: "deconv_in32_chan32" + type: "Deconvolution" + bottom: "outBlock2_3" + top: "deconv_in32_chan32" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 2 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in32_chan32" + type: "PReLU" + bottom: "deconv_in32_chan32" + top: "deconv_in32_chan32" +} + +layer { + type: "Concat" + name: "concat_in64_concat" + top: "concat_in64_concat" + bottom: "deconv_in32_chan32" + bottom: "outBlock1_2" +} + +#------------- THIRD DEPOOL ----------------- + + +layer { + name: "conv_in64_chan32_right" + type: "Convolution" + bottom: "concat_in64_concat" + top: "conv_in64_chan32_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_2" + type: "Eltwise" + bottom: "conv_in64_chan32_right" + bottom: "concat_in64_concat" + top: "outBlock2_2" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_2_RELU" + type: "PReLU" + bottom: "outBlock2_2" + top: "outBlock2_2" +} + + +#------------- EIGHTH BLOCK ----------------- + +layer { + name: "deconv_in64_chan16" + type: "Deconvolution" + bottom: "outBlock2_2" + top: "deconv_in64_chan16" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 16 + kernel_size: 2 + stride: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_deconv_in64_chan16" + type: "PReLU" + bottom: "deconv_in64_chan16" + top: "deconv_in64_chan16" +} + +layer { + type: "Concat" + name: "concat_in128_concat" + top: "concat_in128_concat" + bottom: "deconv_in64_chan16" + bottom: "outBlock1_1" +} + +#------------- FOURTH DEPOOL ----------------- + +layer { + name: "conv_in128_chan16_right" + type: "Convolution" + bottom: "concat_in128_concat" + top: "conv_in128_chan16_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 32 + kernel_size: 5 + pad: 2 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "addLayer2_1" + type: "Eltwise" + bottom: "conv_in128_chan16_right" + bottom: "concat_in128_concat" + top: "outBlock2_1" + eltwise_param { + operation: SUM + } +} + +layer { + name: "outBlock2_1_RELU" + type: "PReLU" + bottom: "outBlock2_1" + top: "outBlock2_1" +} + +#------------- NINETH BLOCK ----------------- + + +layer { + name: "conv_in128_chan2_right" + type: "Convolution" + bottom: "outBlock2_1" + top: "conv_in128_chan2_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 2 + kernel_size: 5 + stride: 1 + pad: 2 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "relu_conv_in128_chan2_right" + type: "PReLU" + bottom: "conv_in128_chan2_right" + top: "conv_in128_chan2_right" +} + +layer { + name: "conv_in128_chan2_2_right" + type: "Convolution" + bottom: "conv_in128_chan2_right" + top: "conv_in128_chan2_2_right" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 2 + kernel_size: 1 + stride: 1 + weight_filler { + type: "msra" + variance_norm: 2 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} + +layer { + name: "reshapelab" + type: "Reshape" + bottom: "label" + top: "label_flat" + reshape_param { + shape { + dim: 0 # copy the dimension from below + dim: 1 + dim: 1048576 + } + } + } + + + layer { + name: "reshaperes" + type: "Reshape" + bottom: "conv_in128_chan2_2_right" + top: "conv_in128_chan2_right_flat" + reshape_param { + shape { + dim: 0 # copy the dimension from below + dim: 2 + dim: 1048576 + } + } + } + + + +layer { + name: "softmax" + type: "Softmax" + bottom: "conv_in128_chan2_right_flat" + top: "softmax_out" +} + + +layer { + type: 'Python' + name: 'loss' + top: 'loss' + bottom: 'softmax_out' + bottom: "label_flat" + + python_param { + # the module name -- usually the filename -- that needs to be in $PYTHONPATH + module: 'pyLayer' + # the layer name -- the class name in the module + layer: 'DiceLoss' + } + # set loss weight so Caffe knows this is a loss layer. + # since PythonLayer inherits directly from Layer, this isn't automatically + # known to Caffe + loss_weight: 1 +} + +#layer { +# type: 'DiceLoss' +# name: 'loss' +# top: 'loss' +# bottom: 'softmax_out' +# bottom: "label_flat" +#} + + + + From 14ac1e51e2eaea18c987e25af421c4420970fac1 Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Tue, 25 Dec 2018 13:27:16 +0800 Subject: [PATCH 06/12] use CPU device for VNet script --- examples/VNet/VNet.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/VNet/VNet.py b/examples/VNet/VNet.py index 2d94afe0d..40a6a4a16 100644 --- a/examples/VNet/VNet.py +++ b/examples/VNet/VNet.py @@ -15,8 +15,7 @@ class VNet(object): def __init__(self,params): self.params=params - caffe.set_device(self.params['ModelParams']['device']) - caffe.set_mode_gpu() + caffe.set_mode_cpu() def prepareDataThread(self, dataQueue, numpyImages, numpyGT): From d0e6e15c4dfb9ba3c92eb6790430db16326137a0 Mon Sep 17 00:00:00 2001 From: Feng Tian Date: Thu, 27 Dec 2018 13:30:08 +0800 Subject: [PATCH 07/12] fix conv sum fusion bug found in VNet --- include/caffe/net.hpp | 10 ++++++++++ src/caffe/net.cpp | 45 ++++++++++++++++++++++++++++++++++++++++++- 2 files changed, 54 insertions(+), 1 deletion(-) diff --git a/include/caffe/net.hpp b/include/caffe/net.hpp index 4892d46b7..aaab91650 100644 --- a/include/caffe/net.hpp +++ b/include/caffe/net.hpp @@ -338,6 +338,16 @@ class Net { const NetParameter& param, int layer_id); + /** + * @brief If find "Conv--BN--Scale" in current network, merge BN and Scale layer into Convolution + * layers, this optimization only works in caffe TEST phase now. + */ + + static void GetBlobProducers(std::vector &producer_blobs, + const string& blob_name_to_find, + const NetParameter& param, + int layer_id); + static void GetNeedToCancelInplaceLayers( vector>& layer_pairs, std::map& specified_layer_blob_name_to_index, diff --git a/src/caffe/net.cpp b/src/caffe/net.cpp index 3f2adafdf..3cb902c5f 100644 --- a/src/caffe/net.cpp +++ b/src/caffe/net.cpp @@ -937,7 +937,27 @@ void Net::CompilationRuleConvSumFusion(const NetParameter& param, switch_flag = false; } param_compiled->add_layer()->CopyFrom(*layer_param); - need_to_convert_layer = layer_param; + + std::vector another_eltwise_input_layers_params; + if (switch_flag) { + Net::GetBlobProducers(another_eltwise_input_layers_params, + child_layers_params[0]->bottom(1), param, + i + 1 < param.layer_size() ? i + 1 : i); + } else { + Net::GetBlobProducers(another_eltwise_input_layers_params, + child_layers_params[0]->bottom(0), param, + i + 1 < param.layer_size() ? i + 1 : i); + } + + const LayerParameter& another_eltwise_layer_param = + another_eltwise_input_layers_params.size() > 0 + ? *(another_eltwise_input_layers_params[0]) + : *layer_param; + + if (another_eltwise_layer_param.type().compare("Convolution") == 0 ) { + need_to_convert_layer = layer_param; + + } continue; } else { @@ -1284,6 +1304,29 @@ void Net::GetBlobConsumers( } } +template +void Net::GetBlobProducers( + std::vector& producers_blobs, + const string& blob_name_to_find, + const NetParameter& param, + int layer_id_to_start_traversing_from) { + producers_blobs.clear(); + + // Validate values of ids of layers are <1..num_layers-1> + CHECK_GE(layer_id_to_start_traversing_from, 1); + CHECK_LT(layer_id_to_start_traversing_from, param.layer_size()); + + // Traverse through layers to search the layer that consumes blob_name_to_find + for (int i = layer_id_to_start_traversing_from; i < param.layer_size(); ++i) { + // check bottom blobs if any of them is consuming given blob + for (int j = 0; j < param.layer(i).top_size(); ++j) { + if (param.layer(i).top(j).compare(blob_name_to_find) == 0) { + producers_blobs.push_back(¶m.layer(i)); + } + } + } +} + template void Net::ParseNetInplaceStatus( std::map& inplace_blob_name_to_index, From 484f4bbe7d3499d878e71a1254bf10834cf05676 Mon Sep 17 00:00:00 2001 From: DaisyDeng Date: Tue, 8 Jan 2019 12:00:16 +0800 Subject: [PATCH 08/12] support inference performance test in benchmark Change-Id: Idf4fbc6555d757913ef5f4e8a72a92aa1b7d5d24 Change-Id: Idf4fbc6555d757913ef5f4e8a72a92aa1b7d5d24 Change-Id: Idf4fbc6555d757913ef5f4e8a72a92aa1b7d5d24 Change-Id: Idf4fbc6555d757913ef5f4e8a72a92aa1b7d5d24 Change-Id: Idf4fbc6555d757913ef5f4e8a72a92aa1b7d5d24 --- .../benchmark/alexnet/deploy.prototxt | 348 + .../benchmark/faster-rcnn/deploy.prototxt | 600 + .../benchmark/googlenet/deploy.prototxt | 2319 ++ .../benchmark/googlenet_v2/deploy.prototxt | 3922 +++ .../benchmark/googlenet_v3/deploy.prototxt | 3630 +++ .../benchmark/mobilenet_v2/deploy.prototxt | 3402 +++ .../benchmark/resnet_50/deploy.prototxt | 3009 +++ .../benchmark/resnext_50/deploy.prototxt | 2475 ++ .../benchmark/rfcn/deploy.prototxt | 7178 +++++ .../benchmark/ssd/deploy.prototxt | 1620 ++ .../ssd/train_val_dummydata.prototxt | 1617 ++ .../benchmark/ssd_mobilenet/deploy.prototxt | 3106 +++ .../benchmark/vgg16/deploy.prototxt | 560 + .../benchmark/yolo/deploy.prototxt | 1199 + .../int8/googlenet_v3_int8.prototxt | 21556 +++++++++++++++ .../int8/googlenet_v3_int8_acc.prototxt | 21589 ++++++++++++++++ scripts/benchmark_config_default.json | 75 +- scripts/benchmark_config_template.json | 76 +- scripts/run_benchmark.py | 218 +- scripts/run_intelcaffe.sh | 54 +- scripts/set_env.sh | 24 +- 21 files changed, 78508 insertions(+), 69 deletions(-) create mode 100644 models/intel_optimized_models/benchmark/alexnet/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/googlenet/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/rfcn/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/ssd/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt create mode 100644 models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/vgg16/deploy.prototxt create mode 100644 models/intel_optimized_models/benchmark/yolo/deploy.prototxt create mode 100644 models/intel_optimized_models/int8/googlenet_v3_int8.prototxt create mode 100644 models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt diff --git a/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt b/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt new file mode 100644 index 000000000..1a55ff367 --- /dev/null +++ b/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt @@ -0,0 +1,348 @@ +name: "AlexNet" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + shape: { dim: 256 dim: 3 dim: 227 dim: 227 } + data_filler { + type: "constant" + value: 0.01 + } + } +} + +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + kernel_size: 11 + stride: 4 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1" + top: "conv1" +} +layer { + name: "norm1" + type: "LRN" + bottom: "conv1" + top: "norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "pool1" + type: "Pooling" + bottom: "norm1" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "conv2" + type: "Convolution" + bottom: "pool1" + top: "conv2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 2 + kernel_size: 5 + group: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.1 + } + } +} +layer { + name: "relu2" + type: "ReLU" + bottom: "conv2" + top: "conv2" +} +layer { + name: "norm2" + type: "LRN" + bottom: "conv2" + top: "norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "pool2" + type: "Pooling" + bottom: "norm2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "conv3" + type: "Convolution" + bottom: "pool2" + top: "conv3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3" + type: "ReLU" + bottom: "conv3" + top: "conv3" +} +layer { + name: "conv4" + type: "Convolution" + bottom: "conv3" + top: "conv4" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + group: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.1 + } + } +} +layer { + name: "relu4" + type: "ReLU" + bottom: "conv4" + top: "conv4" +} +layer { + name: "conv5" + type: "Convolution" + bottom: "conv4" + top: "conv5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + group: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.1 + } + } +} +layer { + name: "relu5" + type: "ReLU" + bottom: "conv5" + top: "conv5" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "fc6" + type: "InnerProduct" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 4096 + weight_filler { + type: "gaussian" + std: 0.005 + } + bias_filler { + type: "constant" + value: 0.1 + } + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "drop6" + type: "Dropout" + bottom: "fc6" + top: "fc6" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc7" + type: "InnerProduct" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 4096 + weight_filler { + type: "gaussian" + std: 0.005 + } + bias_filler { + type: "constant" + value: 0.1 + } + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "drop7" + type: "Dropout" + bottom: "fc7" + top: "fc7" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc8" + type: "InnerProduct" + bottom: "fc7" + top: "fc8" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "fc8" + top: "prob" +} diff --git a/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt b/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt new file mode 100644 index 000000000..b02500080 --- /dev/null +++ b/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt @@ -0,0 +1,600 @@ +name: "VGG_ILSVRC_16_layers" + +input: "data" +input_shape { dim: 1 dim: 3 dim: 600 dim: 800} + +input: "im_info" +input_shape { dim: 1 dim: 3} + +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu1_1" + type: "ReLU" + bottom: "conv1_1" + top: "conv1_1" +} +layer { + name: "conv1_2" + type: "Convolution" + bottom: "conv1_1" + top: "conv1_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu1_2" + type: "ReLU" + bottom: "conv1_2" + top: "conv1_2" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1_2" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv2_1" + type: "Convolution" + bottom: "pool1" + top: "conv2_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu2_1" + type: "ReLU" + bottom: "conv2_1" + top: "conv2_1" +} +layer { + name: "conv2_2" + type: "Convolution" + bottom: "conv2_1" + top: "conv2_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu2_2" + type: "ReLU" + bottom: "conv2_2" + top: "conv2_2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2_2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv3_1" + type: "Convolution" + bottom: "pool2" + top: "conv3_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3_1" + type: "ReLU" + bottom: "conv3_1" + top: "conv3_1" +} +layer { + name: "conv3_2" + type: "Convolution" + bottom: "conv3_1" + top: "conv3_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3_2" + type: "ReLU" + bottom: "conv3_2" + top: "conv3_2" +} +layer { + name: "conv3_3" + type: "Convolution" + bottom: "conv3_2" + top: "conv3_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3_3" + type: "ReLU" + bottom: "conv3_3" + top: "conv3_3" +} +layer { + name: "pool3" + type: "Pooling" + bottom: "conv3_3" + top: "pool3" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv4_1" + type: "Convolution" + bottom: "pool3" + top: "conv4_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu4_1" + type: "ReLU" + bottom: "conv4_1" + top: "conv4_1" +} +layer { + name: "conv4_2" + type: "Convolution" + bottom: "conv4_1" + top: "conv4_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu4_2" + type: "ReLU" + bottom: "conv4_2" + top: "conv4_2" +} +layer { + name: "conv4_3" + type: "Convolution" + bottom: "conv4_2" + top: "conv4_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu4_3" + type: "ReLU" + bottom: "conv4_3" + top: "conv4_3" +} +layer { + name: "pool4" + type: "Pooling" + bottom: "conv4_3" + top: "pool4" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv5_1" + type: "Convolution" + bottom: "pool4" + top: "conv5_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu5_1" + type: "ReLU" + bottom: "conv5_1" + top: "conv5_1" +} +layer { + name: "conv5_2" + type: "Convolution" + bottom: "conv5_1" + top: "conv5_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu5_2" + type: "ReLU" + bottom: "conv5_2" + top: "conv5_2" +} +layer { + name: "conv5_3" + type: "Convolution" + bottom: "conv5_2" + top: "conv5_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu5_3" + type: "ReLU" + bottom: "conv5_3" + top: "conv5_3" +} + +#========= RPN ============ + +layer { + name: "rpn_conv/3x3" + type: "Convolution" + bottom: "conv5_3" + top: "rpn/output" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 512 + kernel_size: 3 pad: 1 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + name: "rpn_relu/3x3" + type: "ReLU" + bottom: "rpn/output" + top: "rpn/output" +} + +layer { + name: "rpn_cls_score" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_cls_score" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 18 # 2(bg/fg) * 9(anchors) + kernel_size: 1 pad: 0 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + name: "rpn_bbox_pred" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_bbox_pred" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 36 # 4 * 9(anchors) + kernel_size: 1 pad: 0 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + bottom: "rpn_cls_score" + top: "rpn_cls_score_reshape" + name: "rpn_cls_score_reshape" + type: "Reshape" + reshape_param { shape { dim: 0 dim: 2 dim: -1 dim: 0 } } +} + +#========= RoI Proposal ============ + +layer { + name: "rpn_cls_prob" + type: "Softmax" + bottom: "rpn_cls_score_reshape" + top: "rpn_cls_prob" +} +layer { + name: 'rpn_cls_prob_reshape' + type: 'Reshape' + bottom: 'rpn_cls_prob' + top: 'rpn_cls_prob_reshape' + reshape_param { shape { dim: 0 dim: 18 dim: -1 dim: 0 } } +} +layer { + name: 'proposal' + type: 'Python' + bottom: 'rpn_cls_prob_reshape' + bottom: 'rpn_bbox_pred' + bottom: 'im_info' + top: 'rois' + python_param { + module: 'rpn.proposal_layer' + layer: 'ProposalLayer' + param_str: "'feat_stride': 16" + } +} + +#========= RCNN ============ + +layer { + name: "roi_pool5" + type: "ROIPooling" + bottom: "conv5_3" + bottom: "rois" + top: "pool5" + roi_pooling_param { + pooled_w: 7 + pooled_h: 7 + spatial_scale: 0.0625 # 1/16 + } +} +layer { + name: "fc6" + type: "InnerProduct" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "drop6" + type: "Dropout" + bottom: "fc6" + top: "fc6" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc7" + type: "InnerProduct" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "drop7" + type: "Dropout" + bottom: "fc7" + top: "fc7" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "cls_score" + type: "InnerProduct" + bottom: "fc7" + top: "cls_score" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 21 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "bbox_pred" + type: "InnerProduct" + bottom: "fc7" + top: "bbox_pred" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 84 + weight_filler { + type: "gaussian" + std: 0.001 + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob" +} diff --git a/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt new file mode 100644 index 000000000..6a1963bda --- /dev/null +++ b/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt @@ -0,0 +1,2319 @@ +name: "GoogleNet" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + shape: { dim: 32 dim: 3 dim: 224 dim: 224 } + data_filler { + type: "constant" + value: 0.01 + } + } +} + +layer { + name: "conv1/7x7_s2" + type: "Convolution" + bottom: "data" + top: "conv1/7x7_s2" + 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: 0.2 + } + } +} +layer { + name: "conv1/relu_7x7" + type: "ReLU" + bottom: "conv1/7x7_s2" + top: "conv1/7x7_s2" +} +layer { + name: "pool1/3x3_s2" + type: "Pooling" + bottom: "conv1/7x7_s2" + top: "pool1/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "pool1/norm1" + type: "LRN" + bottom: "pool1/3x3_s2" + top: "pool1/norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv2/3x3_reduce" + type: "Convolution" + bottom: "pool1/norm1" + top: "conv2/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "conv2/relu_3x3_reduce" + type: "ReLU" + bottom: "conv2/3x3_reduce" + top: "conv2/3x3_reduce" +} +layer { + name: "conv2/3x3" + type: "Convolution" + bottom: "conv2/3x3_reduce" + top: "conv2/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "conv2/relu_3x3" + type: "ReLU" + bottom: "conv2/3x3" + top: "conv2/3x3" +} +layer { + name: "conv2/norm2" + type: "LRN" + bottom: "conv2/3x3" + top: "conv2/norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "pool2/3x3_s2" + type: "Pooling" + bottom: "conv2/norm2" + top: "pool2/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_3a/1x1" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_1x1" + type: "ReLU" + bottom: "inception_3a/1x1" + top: "inception_3a/1x1" +} +layer { + name: "inception_3a/3x3_reduce" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_3a/3x3_reduce" + top: "inception_3a/3x3_reduce" +} +layer { + name: "inception_3a/3x3" + type: "Convolution" + bottom: "inception_3a/3x3_reduce" + top: "inception_3a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_3x3" + type: "ReLU" + bottom: "inception_3a/3x3" + top: "inception_3a/3x3" +} +layer { + name: "inception_3a/5x5_reduce" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_3a/5x5_reduce" + top: "inception_3a/5x5_reduce" +} +layer { + name: "inception_3a/5x5" + type: "Convolution" + bottom: "inception_3a/5x5_reduce" + top: "inception_3a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_5x5" + type: "ReLU" + bottom: "inception_3a/5x5" + top: "inception_3a/5x5" +} +layer { + name: "inception_3a/pool" + type: "Pooling" + bottom: "pool2/3x3_s2" + top: "inception_3a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_3a/pool_proj" + type: "Convolution" + bottom: "inception_3a/pool" + top: "inception_3a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_pool_proj" + type: "ReLU" + bottom: "inception_3a/pool_proj" + top: "inception_3a/pool_proj" +} +layer { + name: "inception_3a/output" + type: "Concat" + bottom: "inception_3a/1x1" + bottom: "inception_3a/3x3" + bottom: "inception_3a/5x5" + bottom: "inception_3a/pool_proj" + top: "inception_3a/output" +} +layer { + name: "inception_3b/1x1" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_1x1" + type: "ReLU" + bottom: "inception_3b/1x1" + top: "inception_3b/1x1" +} +layer { + name: "inception_3b/3x3_reduce" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_3b/3x3_reduce" + top: "inception_3b/3x3_reduce" +} +layer { + name: "inception_3b/3x3" + type: "Convolution" + bottom: "inception_3b/3x3_reduce" + top: "inception_3b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_3x3" + type: "ReLU" + bottom: "inception_3b/3x3" + top: "inception_3b/3x3" +} +layer { + name: "inception_3b/5x5_reduce" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_3b/5x5_reduce" + top: "inception_3b/5x5_reduce" +} +layer { + name: "inception_3b/5x5" + type: "Convolution" + bottom: "inception_3b/5x5_reduce" + top: "inception_3b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_5x5" + type: "ReLU" + bottom: "inception_3b/5x5" + top: "inception_3b/5x5" +} +layer { + name: "inception_3b/pool" + type: "Pooling" + bottom: "inception_3a/output" + top: "inception_3b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_3b/pool_proj" + type: "Convolution" + bottom: "inception_3b/pool" + top: "inception_3b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_pool_proj" + type: "ReLU" + bottom: "inception_3b/pool_proj" + top: "inception_3b/pool_proj" +} +layer { + name: "inception_3b/output" + type: "Concat" + bottom: "inception_3b/1x1" + bottom: "inception_3b/3x3" + bottom: "inception_3b/5x5" + bottom: "inception_3b/pool_proj" + top: "inception_3b/output" +} +layer { + name: "pool3/3x3_s2" + type: "Pooling" + bottom: "inception_3b/output" + top: "pool3/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_4a/1x1" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_1x1" + type: "ReLU" + bottom: "inception_4a/1x1" + top: "inception_4a/1x1" +} +layer { + name: "inception_4a/3x3_reduce" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4a/3x3_reduce" + top: "inception_4a/3x3_reduce" +} +layer { + name: "inception_4a/3x3" + type: "Convolution" + bottom: "inception_4a/3x3_reduce" + top: "inception_4a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 208 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_3x3" + type: "ReLU" + bottom: "inception_4a/3x3" + top: "inception_4a/3x3" +} +layer { + name: "inception_4a/5x5_reduce" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4a/5x5_reduce" + top: "inception_4a/5x5_reduce" +} +layer { + name: "inception_4a/5x5" + type: "Convolution" + bottom: "inception_4a/5x5_reduce" + top: "inception_4a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 48 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_5x5" + type: "ReLU" + bottom: "inception_4a/5x5" + top: "inception_4a/5x5" +} +layer { + name: "inception_4a/pool" + type: "Pooling" + bottom: "pool3/3x3_s2" + top: "inception_4a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4a/pool_proj" + type: "Convolution" + bottom: "inception_4a/pool" + top: "inception_4a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_pool_proj" + type: "ReLU" + bottom: "inception_4a/pool_proj" + top: "inception_4a/pool_proj" +} +layer { + name: "inception_4a/output" + type: "Concat" + bottom: "inception_4a/1x1" + bottom: "inception_4a/3x3" + bottom: "inception_4a/5x5" + bottom: "inception_4a/pool_proj" + top: "inception_4a/output" +} +layer { + name: "loss1/ave_pool" + type: "Pooling" + bottom: "inception_4a/output" + top: "loss1/ave_pool" + pooling_param { + pool: AVE + kernel_size: 5 + stride: 3 + } +} +layer { + name: "loss1/conv" + type: "Convolution" + bottom: "loss1/ave_pool" + top: "loss1/conv" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "loss1/relu_conv" + type: "ReLU" + bottom: "loss1/conv" + top: "loss1/conv" +} +layer { + name: "loss1/fc" + type: "InnerProduct" + bottom: "loss1/conv" + top: "loss1/fc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1024 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "loss1/relu_fc" + type: "ReLU" + bottom: "loss1/fc" + top: "loss1/fc" +} +layer { + name: "loss1/drop_fc" + type: "Dropout" + bottom: "loss1/fc" + top: "loss1/fc" + dropout_param { + dropout_ratio: 0.7 + } +} +layer { + name: "loss1/classifier" + type: "InnerProduct" + bottom: "loss1/fc" + top: "loss1/classifier" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + name: "inception_4b/1x1" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_1x1" + type: "ReLU" + bottom: "inception_4b/1x1" + top: "inception_4b/1x1" +} +layer { + name: "inception_4b/3x3_reduce" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 112 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4b/3x3_reduce" + top: "inception_4b/3x3_reduce" +} +layer { + name: "inception_4b/3x3" + type: "Convolution" + bottom: "inception_4b/3x3_reduce" + top: "inception_4b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 224 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_3x3" + type: "ReLU" + bottom: "inception_4b/3x3" + top: "inception_4b/3x3" +} +layer { + name: "inception_4b/5x5_reduce" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4b/5x5_reduce" + top: "inception_4b/5x5_reduce" +} +layer { + name: "inception_4b/5x5" + type: "Convolution" + bottom: "inception_4b/5x5_reduce" + top: "inception_4b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_5x5" + type: "ReLU" + bottom: "inception_4b/5x5" + top: "inception_4b/5x5" +} +layer { + name: "inception_4b/pool" + type: "Pooling" + bottom: "inception_4a/output" + top: "inception_4b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4b/pool_proj" + type: "Convolution" + bottom: "inception_4b/pool" + top: "inception_4b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_pool_proj" + type: "ReLU" + bottom: "inception_4b/pool_proj" + top: "inception_4b/pool_proj" +} +layer { + name: "inception_4b/output" + type: "Concat" + bottom: "inception_4b/1x1" + bottom: "inception_4b/3x3" + bottom: "inception_4b/5x5" + bottom: "inception_4b/pool_proj" + top: "inception_4b/output" +} +layer { + name: "inception_4c/1x1" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_1x1" + type: "ReLU" + bottom: "inception_4c/1x1" + top: "inception_4c/1x1" +} +layer { + name: "inception_4c/3x3_reduce" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4c/3x3_reduce" + top: "inception_4c/3x3_reduce" +} +layer { + name: "inception_4c/3x3" + type: "Convolution" + bottom: "inception_4c/3x3_reduce" + top: "inception_4c/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_3x3" + type: "ReLU" + bottom: "inception_4c/3x3" + top: "inception_4c/3x3" +} +layer { + name: "inception_4c/5x5_reduce" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4c/5x5_reduce" + top: "inception_4c/5x5_reduce" +} +layer { + name: "inception_4c/5x5" + type: "Convolution" + bottom: "inception_4c/5x5_reduce" + top: "inception_4c/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_5x5" + type: "ReLU" + bottom: "inception_4c/5x5" + top: "inception_4c/5x5" +} +layer { + name: "inception_4c/pool" + type: "Pooling" + bottom: "inception_4b/output" + top: "inception_4c/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4c/pool_proj" + type: "Convolution" + bottom: "inception_4c/pool" + top: "inception_4c/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_pool_proj" + type: "ReLU" + bottom: "inception_4c/pool_proj" + top: "inception_4c/pool_proj" +} +layer { + name: "inception_4c/output" + type: "Concat" + bottom: "inception_4c/1x1" + bottom: "inception_4c/3x3" + bottom: "inception_4c/5x5" + bottom: "inception_4c/pool_proj" + top: "inception_4c/output" +} +layer { + name: "inception_4d/1x1" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 112 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_1x1" + type: "ReLU" + bottom: "inception_4d/1x1" + top: "inception_4d/1x1" +} +layer { + name: "inception_4d/3x3_reduce" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 144 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4d/3x3_reduce" + top: "inception_4d/3x3_reduce" +} +layer { + name: "inception_4d/3x3" + type: "Convolution" + bottom: "inception_4d/3x3_reduce" + top: "inception_4d/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 288 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_3x3" + type: "ReLU" + bottom: "inception_4d/3x3" + top: "inception_4d/3x3" +} +layer { + name: "inception_4d/5x5_reduce" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4d/5x5_reduce" + top: "inception_4d/5x5_reduce" +} +layer { + name: "inception_4d/5x5" + type: "Convolution" + bottom: "inception_4d/5x5_reduce" + top: "inception_4d/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_5x5" + type: "ReLU" + bottom: "inception_4d/5x5" + top: "inception_4d/5x5" +} +layer { + name: "inception_4d/pool" + type: "Pooling" + bottom: "inception_4c/output" + top: "inception_4d/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4d/pool_proj" + type: "Convolution" + bottom: "inception_4d/pool" + top: "inception_4d/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_pool_proj" + type: "ReLU" + bottom: "inception_4d/pool_proj" + top: "inception_4d/pool_proj" +} +layer { + name: "inception_4d/output" + type: "Concat" + bottom: "inception_4d/1x1" + bottom: "inception_4d/3x3" + bottom: "inception_4d/5x5" + bottom: "inception_4d/pool_proj" + top: "inception_4d/output" +} +layer { + name: "loss2/ave_pool" + type: "Pooling" + bottom: "inception_4d/output" + top: "loss2/ave_pool" + pooling_param { + pool: AVE + kernel_size: 5 + stride: 3 + } +} +layer { + name: "loss2/conv" + type: "Convolution" + bottom: "loss2/ave_pool" + top: "loss2/conv" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "loss2/relu_conv" + type: "ReLU" + bottom: "loss2/conv" + top: "loss2/conv" +} +layer { + name: "loss2/fc" + type: "InnerProduct" + bottom: "loss2/conv" + top: "loss2/fc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1024 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "loss2/relu_fc" + type: "ReLU" + bottom: "loss2/fc" + top: "loss2/fc" +} +layer { + name: "loss2/drop_fc" + type: "Dropout" + bottom: "loss2/fc" + top: "loss2/fc" + dropout_param { + dropout_ratio: 0.7 + } +} +layer { + name: "loss2/classifier" + type: "InnerProduct" + bottom: "loss2/fc" + top: "loss2/classifier" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + name: "inception_4e/1x1" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_1x1" + type: "ReLU" + bottom: "inception_4e/1x1" + top: "inception_4e/1x1" +} +layer { + name: "inception_4e/3x3_reduce" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4e/3x3_reduce" + top: "inception_4e/3x3_reduce" +} +layer { + name: "inception_4e/3x3" + type: "Convolution" + bottom: "inception_4e/3x3_reduce" + top: "inception_4e/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 320 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_3x3" + type: "ReLU" + bottom: "inception_4e/3x3" + top: "inception_4e/3x3" +} +layer { + name: "inception_4e/5x5_reduce" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4e/5x5_reduce" + top: "inception_4e/5x5_reduce" +} +layer { + name: "inception_4e/5x5" + type: "Convolution" + bottom: "inception_4e/5x5_reduce" + top: "inception_4e/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_5x5" + type: "ReLU" + bottom: "inception_4e/5x5" + top: "inception_4e/5x5" +} +layer { + name: "inception_4e/pool" + type: "Pooling" + bottom: "inception_4d/output" + top: "inception_4e/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4e/pool_proj" + type: "Convolution" + bottom: "inception_4e/pool" + top: "inception_4e/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_pool_proj" + type: "ReLU" + bottom: "inception_4e/pool_proj" + top: "inception_4e/pool_proj" +} +layer { + name: "inception_4e/output" + type: "Concat" + bottom: "inception_4e/1x1" + bottom: "inception_4e/3x3" + bottom: "inception_4e/5x5" + bottom: "inception_4e/pool_proj" + top: "inception_4e/output" +} +layer { + name: "pool4/3x3_s2" + type: "Pooling" + bottom: "inception_4e/output" + top: "pool4/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_5a/1x1" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_1x1" + type: "ReLU" + bottom: "inception_5a/1x1" + top: "inception_5a/1x1" +} +layer { + name: "inception_5a/3x3_reduce" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_5a/3x3_reduce" + top: "inception_5a/3x3_reduce" +} +layer { + name: "inception_5a/3x3" + type: "Convolution" + bottom: "inception_5a/3x3_reduce" + top: "inception_5a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 320 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_3x3" + type: "ReLU" + bottom: "inception_5a/3x3" + top: "inception_5a/3x3" +} +layer { + name: "inception_5a/5x5_reduce" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_5a/5x5_reduce" + top: "inception_5a/5x5_reduce" +} +layer { + name: "inception_5a/5x5" + type: "Convolution" + bottom: "inception_5a/5x5_reduce" + top: "inception_5a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_5x5" + type: "ReLU" + bottom: "inception_5a/5x5" + top: "inception_5a/5x5" +} +layer { + name: "inception_5a/pool" + type: "Pooling" + bottom: "pool4/3x3_s2" + top: "inception_5a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_5a/pool_proj" + type: "Convolution" + bottom: "inception_5a/pool" + top: "inception_5a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_pool_proj" + type: "ReLU" + bottom: "inception_5a/pool_proj" + top: "inception_5a/pool_proj" +} +layer { + name: "inception_5a/output" + type: "Concat" + bottom: "inception_5a/1x1" + bottom: "inception_5a/3x3" + bottom: "inception_5a/5x5" + bottom: "inception_5a/pool_proj" + top: "inception_5a/output" +} +layer { + name: "inception_5b/1x1" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_1x1" + type: "ReLU" + bottom: "inception_5b/1x1" + top: "inception_5b/1x1" +} +layer { + name: "inception_5b/3x3_reduce" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_5b/3x3_reduce" + top: "inception_5b/3x3_reduce" +} +layer { + name: "inception_5b/3x3" + type: "Convolution" + bottom: "inception_5b/3x3_reduce" + top: "inception_5b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_3x3" + type: "ReLU" + bottom: "inception_5b/3x3" + top: "inception_5b/3x3" +} +layer { + name: "inception_5b/5x5_reduce" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 48 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_5b/5x5_reduce" + top: "inception_5b/5x5_reduce" +} +layer { + name: "inception_5b/5x5" + type: "Convolution" + bottom: "inception_5b/5x5_reduce" + top: "inception_5b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_5x5" + type: "ReLU" + bottom: "inception_5b/5x5" + top: "inception_5b/5x5" +} +layer { + name: "inception_5b/pool" + type: "Pooling" + bottom: "inception_5a/output" + top: "inception_5b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_5b/pool_proj" + type: "Convolution" + bottom: "inception_5b/pool" + top: "inception_5b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_pool_proj" + type: "ReLU" + bottom: "inception_5b/pool_proj" + top: "inception_5b/pool_proj" +} +layer { + name: "inception_5b/output" + type: "Concat" + bottom: "inception_5b/1x1" + bottom: "inception_5b/3x3" + bottom: "inception_5b/5x5" + bottom: "inception_5b/pool_proj" + top: "inception_5b/output" +} +layer { + name: "pool5/7x7_s1" + type: "Pooling" + bottom: "inception_5b/output" + top: "pool5/7x7_s1" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 1 + } +} +layer { + name: "pool5/drop_7x7_s1" + type: "Dropout" + bottom: "pool5/7x7_s1" + top: "pool5/7x7_s1" + dropout_param { + dropout_ratio: 0.4 + } +} +layer { + name: "loss3/classifier" + type: "InnerProduct" + bottom: "pool5/7x7_s1" + top: "loss3/classifier" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "loss3/classifier" + top: "prob" +} diff --git a/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt new file mode 100644 index 000000000..3815f6cc2 --- /dev/null +++ b/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt @@ -0,0 +1,3922 @@ +# Inception Network (GoogLeNet Batch Normalization Network) +name: "InceptionNetwork" +layer { + name: "data" + type: "DummyData" + top: "data" + + dummy_data_param { + shape: { dim: 32 dim: 3 dim: 224 dim: 224 } + data_filler { + type: "constant" + value: 0.01 + } + } +} + +layer { + bottom: "data" + top: "conv1/7x7_s2" + name: "conv1/7x7_s2" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 3 + kernel_size: 7 + stride: 2 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "conv1/7x7_s2" + name: "conv1/7x7_s2/bn" + top: "conv1/7x7_s2/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "conv1/7x7_s2/bn" + top: "conv1/7x7_s2/bn/sc" + name: "conv1/7x7_s2/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "conv1/7x7_s2/bn/sc" + top: "conv1/7x7_s2/bn/sc" + name: "conv1/7x7_s2/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv1/7x7_s2/bn/sc" + top: "pool1/3x3_s2" + name: "pool1/3x3_s2" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + bottom: "pool1/3x3_s2" + top: "conv2/3x3_reduce" + name: "conv2/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "conv2/3x3_reduce" + name: "conv2/3x3_reduce/bn" + top: "conv2/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "conv2/3x3_reduce/bn" + top: "conv2/3x3_reduce/bn/sc" + name: "conv2/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "conv2/3x3_reduce/bn/sc" + top: "conv2/3x3_reduce/bn/sc" + name: "conv2/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv2/3x3_reduce/bn/sc" + top: "conv2/3x3" + name: "conv2/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "conv2/3x3" + name: "conv2/3x3/bn" + top: "conv2/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "conv2/3x3/bn" + top: "conv2/3x3/bn/sc" + name: "conv2/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "conv2/3x3/bn/sc" + top: "conv2/3x3/bn/sc" + name: "conv2/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv2/3x3/bn/sc" + top: "pool2/3x3_s2" + name: "pool2/3x3_s2" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + bottom: "pool2/3x3_s2" + top: "inception_3a/1x1" + name: "inception_3a/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/1x1" + name: "inception_3a/1x1/bn" + top: "inception_3a/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/1x1/bn" + top: "inception_3a/1x1/bn/sc" + name: "inception_3a/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/1x1/bn/sc" + top: "inception_3a/1x1/bn/sc" + name: "inception_3a/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "pool2/3x3_s2" + top: "inception_3a/3x3_reduce" + name: "inception_3a/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/3x3_reduce" + name: "inception_3a/3x3_reduce/bn" + top: "inception_3a/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/3x3_reduce/bn" + top: "inception_3a/3x3_reduce/bn/sc" + name: "inception_3a/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/3x3_reduce/bn/sc" + top: "inception_3a/3x3_reduce/bn/sc" + name: "inception_3a/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/3x3_reduce/bn/sc" + top: "inception_3a/3x3" + name: "inception_3a/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/3x3" + name: "inception_3a/3x3/bn" + top: "inception_3a/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/3x3/bn" + top: "inception_3a/3x3/bn/sc" + name: "inception_3a/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/3x3/bn/sc" + top: "inception_3a/3x3/bn/sc" + name: "inception_3a/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "pool2/3x3_s2" + top: "inception_3a/double3x3_reduce" + name: "inception_3a/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/double3x3_reduce" + name: "inception_3a/double3x3_reduce/bn" + top: "inception_3a/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/double3x3_reduce/bn" + top: "inception_3a/double3x3_reduce/bn/sc" + name: "inception_3a/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/double3x3_reduce/bn/sc" + top: "inception_3a/double3x3_reduce/bn/sc" + name: "inception_3a/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/double3x3_reduce/bn/sc" + top: "inception_3a/double3x3a" + name: "inception_3a/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/double3x3a" + name: "inception_3a/double3x3a/bn" + top: "inception_3a/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/double3x3a/bn" + top: "inception_3a/double3x3a/bn/sc" + name: "inception_3a/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/double3x3a/bn/sc" + top: "inception_3a/double3x3a/bn/sc" + name: "inception_3a/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/double3x3a/bn/sc" + top: "inception_3a/double3x3b" + name: "inception_3a/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/double3x3b" + name: "inception_3a/double3x3b/bn" + top: "inception_3a/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/double3x3b/bn" + top: "inception_3a/double3x3b/bn/sc" + name: "inception_3a/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/double3x3b/bn/sc" + top: "inception_3a/double3x3b/bn/sc" + name: "inception_3a/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "pool2/3x3_s2" + top: "inception_3a/pool" + name: "inception_3a/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_3a/pool" + top: "inception_3a/pool_proj" + name: "inception_3a/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 32 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3a/pool_proj" + name: "inception_3a/pool_proj/bn" + top: "inception_3a/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3a/pool_proj/bn" + top: "inception_3a/pool_proj/bn/sc" + name: "inception_3a/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3a/pool_proj/bn/sc" + top: "inception_3a/pool_proj/bn/sc" + name: "inception_3a/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/1x1/bn/sc" + bottom: "inception_3a/3x3/bn/sc" + bottom: "inception_3a/double3x3b/bn/sc" + bottom: "inception_3a/pool_proj/bn/sc" + top: "inception_3a/output" + name: "inception_3a/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_3a/output" + top: "inception_3b/1x1" + name: "inception_3b/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/1x1" + name: "inception_3b/1x1/bn" + top: "inception_3b/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/1x1/bn" + top: "inception_3b/1x1/bn/sc" + name: "inception_3b/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/1x1/bn/sc" + top: "inception_3b/1x1/bn/sc" + name: "inception_3b/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/output" + top: "inception_3b/3x3_reduce" + name: "inception_3b/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/3x3_reduce" + name: "inception_3b/3x3_reduce/bn" + top: "inception_3b/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/3x3_reduce/bn" + top: "inception_3b/3x3_reduce/bn/sc" + name: "inception_3b/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/3x3_reduce/bn/sc" + top: "inception_3b/3x3_reduce/bn/sc" + name: "inception_3b/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/3x3_reduce/bn/sc" + top: "inception_3b/3x3" + name: "inception_3b/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/3x3" + name: "inception_3b/3x3/bn" + top: "inception_3b/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/3x3/bn" + top: "inception_3b/3x3/bn/sc" + name: "inception_3b/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/3x3/bn/sc" + top: "inception_3b/3x3/bn/sc" + name: "inception_3b/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/output" + top: "inception_3b/double3x3_reduce" + name: "inception_3b/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/double3x3_reduce" + name: "inception_3b/double3x3_reduce/bn" + top: "inception_3b/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/double3x3_reduce/bn" + top: "inception_3b/double3x3_reduce/bn/sc" + name: "inception_3b/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/double3x3_reduce/bn/sc" + top: "inception_3b/double3x3_reduce/bn/sc" + name: "inception_3b/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/double3x3_reduce/bn/sc" + top: "inception_3b/double3x3a" + name: "inception_3b/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/double3x3a" + name: "inception_3b/double3x3a/bn" + top: "inception_3b/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/double3x3a/bn" + top: "inception_3b/double3x3a/bn/sc" + name: "inception_3b/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/double3x3a/bn/sc" + top: "inception_3b/double3x3a/bn/sc" + name: "inception_3b/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/double3x3a/bn/sc" + top: "inception_3b/double3x3b" + name: "inception_3b/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/double3x3b" + name: "inception_3b/double3x3b/bn" + top: "inception_3b/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/double3x3b/bn" + top: "inception_3b/double3x3b/bn/sc" + name: "inception_3b/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/double3x3b/bn/sc" + top: "inception_3b/double3x3b/bn/sc" + name: "inception_3b/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3a/output" + top: "inception_3b/pool" + name: "inception_3b/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_3b/pool" + top: "inception_3b/pool_proj" + name: "inception_3b/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3b/pool_proj" + name: "inception_3b/pool_proj/bn" + top: "inception_3b/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3b/pool_proj/bn" + top: "inception_3b/pool_proj/bn/sc" + name: "inception_3b/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3b/pool_proj/bn/sc" + top: "inception_3b/pool_proj/bn/sc" + name: "inception_3b/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/1x1/bn/sc" + bottom: "inception_3b/3x3/bn/sc" + bottom: "inception_3b/double3x3b/bn/sc" + bottom: "inception_3b/pool_proj/bn/sc" + top: "inception_3b/output" + name: "inception_3b/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_3b/output" + top: "inception_3c/3x3_reduce" + name: "inception_3c/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3c/3x3_reduce" + name: "inception_3c/3x3_reduce/bn" + top: "inception_3c/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3c/3x3_reduce/bn" + top: "inception_3c/3x3_reduce/bn/sc" + name: "inception_3c/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3c/3x3_reduce/bn/sc" + top: "inception_3c/3x3_reduce/bn/sc" + name: "inception_3c/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/3x3_reduce/bn/sc" + top: "inception_3c/3x3" + name: "inception_3c/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3c/3x3" + name: "inception_3c/3x3/bn" + top: "inception_3c/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3c/3x3/bn" + top: "inception_3c/3x3/bn/sc" + name: "inception_3c/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3c/3x3/bn/sc" + top: "inception_3c/3x3/bn/sc" + name: "inception_3c/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/output" + top: "inception_3c/double3x3_reduce" + name: "inception_3c/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3c/double3x3_reduce" + name: "inception_3c/double3x3_reduce/bn" + top: "inception_3c/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3c/double3x3_reduce/bn" + top: "inception_3c/double3x3_reduce/bn/sc" + name: "inception_3c/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3c/double3x3_reduce/bn/sc" + top: "inception_3c/double3x3_reduce/bn/sc" + name: "inception_3c/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/double3x3_reduce/bn/sc" + top: "inception_3c/double3x3a" + name: "inception_3c/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3c/double3x3a" + name: "inception_3c/double3x3a/bn" + top: "inception_3c/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3c/double3x3a/bn" + top: "inception_3c/double3x3a/bn/sc" + name: "inception_3c/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3c/double3x3a/bn/sc" + top: "inception_3c/double3x3a/bn/sc" + name: "inception_3c/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/double3x3a/bn/sc" + top: "inception_3c/double3x3b" + name: "inception_3c/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_3c/double3x3b" + name: "inception_3c/double3x3b/bn" + top: "inception_3c/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_3c/double3x3b/bn" + top: "inception_3c/double3x3b/bn/sc" + name: "inception_3c/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_3c/double3x3b/bn/sc" + top: "inception_3c/double3x3b/bn/sc" + name: "inception_3c/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3b/output" + top: "inception_3c/pool" + name: "inception_3c/pool" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + bottom: "inception_3c/3x3/bn/sc" + bottom: "inception_3c/double3x3b/bn/sc" + bottom: "inception_3c/pool" + top: "inception_3c/output" + name: "inception_3c/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_3c/output" + top: "pool3/5x5_s3" + name: "pool3/5x5_s3" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 5 + stride: 3 + } +} +layer { + bottom: "pool3/5x5_s3" + top: "loss1/conv" + name: "loss1/conv" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "loss1/conv" + name: "loss1/conv/bn" + top: "loss1/conv/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "loss1/conv/bn" + top: "loss1/conv/bn/sc" + name: "loss1/conv/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "loss1/conv/bn/sc" + top: "loss1/conv/bn/sc" + name: "loss1/conv/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "loss1/conv/bn/sc" + top: "loss1/fc" + name: "loss1/fc" + type: "InnerProduct" + param { + lr_mult: 1 + decay_mult: 1 + } + inner_product_param { + num_output: 1024 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "loss1/fc" + name: "loss1/fc/bn" + top: "loss1/fc/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "loss1/fc/bn" + top: "loss1/fc/bn/sc" + name: "loss1/fc/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "loss1/fc/bn/sc" + top: "loss1/fc/bn/sc" + name: "loss1/fc/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "loss1/fc/bn/sc" + top: "loss1/classifier" + name: "loss1/classifier" + type: "InnerProduct" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + bottom: "loss1/classifier" + top: "loss1/prob" + name: "loss1/prob" + type: "Softmax" + include { + phase: TEST + } +} + + +layer { + bottom: "inception_3c/output" + top: "inception_4a/1x1" + name: "inception_4a/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 224 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/1x1" + name: "inception_4a/1x1/bn" + top: "inception_4a/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/1x1/bn" + top: "inception_4a/1x1/bn/sc" + name: "inception_4a/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/1x1/bn/sc" + top: "inception_4a/1x1/bn/sc" + name: "inception_4a/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/output" + top: "inception_4a/3x3_reduce" + name: "inception_4a/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 64 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/3x3_reduce" + name: "inception_4a/3x3_reduce/bn" + top: "inception_4a/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/3x3_reduce/bn" + top: "inception_4a/3x3_reduce/bn/sc" + name: "inception_4a/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/3x3_reduce/bn/sc" + top: "inception_4a/3x3_reduce/bn/sc" + name: "inception_4a/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/3x3_reduce/bn/sc" + top: "inception_4a/3x3" + name: "inception_4a/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/3x3" + name: "inception_4a/3x3/bn" + top: "inception_4a/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/3x3/bn" + top: "inception_4a/3x3/bn/sc" + name: "inception_4a/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/3x3/bn/sc" + top: "inception_4a/3x3/bn/sc" + name: "inception_4a/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/output" + top: "inception_4a/double3x3_reduce" + name: "inception_4a/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/double3x3_reduce" + name: "inception_4a/double3x3_reduce/bn" + top: "inception_4a/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/double3x3_reduce/bn" + top: "inception_4a/double3x3_reduce/bn/sc" + name: "inception_4a/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/double3x3_reduce/bn/sc" + top: "inception_4a/double3x3_reduce/bn/sc" + name: "inception_4a/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/double3x3_reduce/bn/sc" + top: "inception_4a/double3x3a" + name: "inception_4a/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/double3x3a" + name: "inception_4a/double3x3a/bn" + top: "inception_4a/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/double3x3a/bn" + top: "inception_4a/double3x3a/bn/sc" + name: "inception_4a/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/double3x3a/bn/sc" + top: "inception_4a/double3x3a/bn/sc" + name: "inception_4a/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/double3x3a/bn/sc" + top: "inception_4a/double3x3b" + name: "inception_4a/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/double3x3b" + name: "inception_4a/double3x3b/bn" + top: "inception_4a/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/double3x3b/bn" + top: "inception_4a/double3x3b/bn/sc" + name: "inception_4a/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/double3x3b/bn/sc" + top: "inception_4a/double3x3b/bn/sc" + name: "inception_4a/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_3c/output" + top: "inception_4a/pool" + name: "inception_4a/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_4a/pool" + top: "inception_4a/pool_proj" + name: "inception_4a/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4a/pool_proj" + name: "inception_4a/pool_proj/bn" + top: "inception_4a/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4a/pool_proj/bn" + top: "inception_4a/pool_proj/bn/sc" + name: "inception_4a/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4a/pool_proj/bn/sc" + top: "inception_4a/pool_proj/bn/sc" + name: "inception_4a/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/1x1/bn/sc" + bottom: "inception_4a/3x3/bn/sc" + bottom: "inception_4a/double3x3b/bn/sc" + bottom: "inception_4a/pool_proj/bn/sc" + top: "inception_4a/output" + name: "inception_4a/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_4a/output" + top: "inception_4b/1x1" + name: "inception_4b/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/1x1" + name: "inception_4b/1x1/bn" + top: "inception_4b/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/1x1/bn" + top: "inception_4b/1x1/bn/sc" + name: "inception_4b/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/1x1/bn/sc" + top: "inception_4b/1x1/bn/sc" + name: "inception_4b/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/output" + top: "inception_4b/3x3_reduce" + name: "inception_4b/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/3x3_reduce" + name: "inception_4b/3x3_reduce/bn" + top: "inception_4b/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/3x3_reduce/bn" + top: "inception_4b/3x3_reduce/bn/sc" + name: "inception_4b/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/3x3_reduce/bn/sc" + top: "inception_4b/3x3_reduce/bn/sc" + name: "inception_4b/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/3x3_reduce/bn/sc" + top: "inception_4b/3x3" + name: "inception_4b/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/3x3" + name: "inception_4b/3x3/bn" + top: "inception_4b/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/3x3/bn" + top: "inception_4b/3x3/bn/sc" + name: "inception_4b/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/3x3/bn/sc" + top: "inception_4b/3x3/bn/sc" + name: "inception_4b/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/output" + top: "inception_4b/double3x3_reduce" + name: "inception_4b/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/double3x3_reduce" + name: "inception_4b/double3x3_reduce/bn" + top: "inception_4b/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/double3x3_reduce/bn" + top: "inception_4b/double3x3_reduce/bn/sc" + name: "inception_4b/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/double3x3_reduce/bn/sc" + top: "inception_4b/double3x3_reduce/bn/sc" + name: "inception_4b/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/double3x3_reduce/bn/sc" + top: "inception_4b/double3x3a" + name: "inception_4b/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/double3x3a" + name: "inception_4b/double3x3a/bn" + top: "inception_4b/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/double3x3a/bn" + top: "inception_4b/double3x3a/bn/sc" + name: "inception_4b/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/double3x3a/bn/sc" + top: "inception_4b/double3x3a/bn/sc" + name: "inception_4b/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/double3x3a/bn/sc" + top: "inception_4b/double3x3b" + name: "inception_4b/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/double3x3b" + name: "inception_4b/double3x3b/bn" + top: "inception_4b/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/double3x3b/bn" + top: "inception_4b/double3x3b/bn/sc" + name: "inception_4b/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/double3x3b/bn/sc" + top: "inception_4b/double3x3b/bn/sc" + name: "inception_4b/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4a/output" + top: "inception_4b/pool" + name: "inception_4b/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_4b/pool" + top: "inception_4b/pool_proj" + name: "inception_4b/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4b/pool_proj" + name: "inception_4b/pool_proj/bn" + top: "inception_4b/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4b/pool_proj/bn" + top: "inception_4b/pool_proj/bn/sc" + name: "inception_4b/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4b/pool_proj/bn/sc" + top: "inception_4b/pool_proj/bn/sc" + name: "inception_4b/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/1x1/bn/sc" + bottom: "inception_4b/3x3/bn/sc" + bottom: "inception_4b/double3x3b/bn/sc" + bottom: "inception_4b/pool_proj/bn/sc" + top: "inception_4b/output" + name: "inception_4b/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_4b/output" + top: "inception_4c/1x1" + name: "inception_4c/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/1x1" + name: "inception_4c/1x1/bn" + top: "inception_4c/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/1x1/bn" + top: "inception_4c/1x1/bn/sc" + name: "inception_4c/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/1x1/bn/sc" + top: "inception_4c/1x1/bn/sc" + name: "inception_4c/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/output" + top: "inception_4c/3x3_reduce" + name: "inception_4c/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/3x3_reduce" + name: "inception_4c/3x3_reduce/bn" + top: "inception_4c/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/3x3_reduce/bn" + top: "inception_4c/3x3_reduce/bn/sc" + name: "inception_4c/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/3x3_reduce/bn/sc" + top: "inception_4c/3x3_reduce/bn/sc" + name: "inception_4c/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/3x3_reduce/bn/sc" + top: "inception_4c/3x3" + name: "inception_4c/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/3x3" + name: "inception_4c/3x3/bn" + top: "inception_4c/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/3x3/bn" + top: "inception_4c/3x3/bn/sc" + name: "inception_4c/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/3x3/bn/sc" + top: "inception_4c/3x3/bn/sc" + name: "inception_4c/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/output" + top: "inception_4c/double3x3_reduce" + name: "inception_4c/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/double3x3_reduce" + name: "inception_4c/double3x3_reduce/bn" + top: "inception_4c/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/double3x3_reduce/bn" + top: "inception_4c/double3x3_reduce/bn/sc" + name: "inception_4c/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/double3x3_reduce/bn/sc" + top: "inception_4c/double3x3_reduce/bn/sc" + name: "inception_4c/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/double3x3_reduce/bn/sc" + top: "inception_4c/double3x3a" + name: "inception_4c/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/double3x3a" + name: "inception_4c/double3x3a/bn" + top: "inception_4c/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/double3x3a/bn" + top: "inception_4c/double3x3a/bn/sc" + name: "inception_4c/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/double3x3a/bn/sc" + top: "inception_4c/double3x3a/bn/sc" + name: "inception_4c/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/double3x3a/bn/sc" + top: "inception_4c/double3x3b" + name: "inception_4c/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/double3x3b" + name: "inception_4c/double3x3b/bn" + top: "inception_4c/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/double3x3b/bn" + top: "inception_4c/double3x3b/bn/sc" + name: "inception_4c/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/double3x3b/bn/sc" + top: "inception_4c/double3x3b/bn/sc" + name: "inception_4c/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4b/output" + top: "inception_4c/pool" + name: "inception_4c/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_4c/pool" + top: "inception_4c/pool_proj" + name: "inception_4c/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4c/pool_proj" + name: "inception_4c/pool_proj/bn" + top: "inception_4c/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4c/pool_proj/bn" + top: "inception_4c/pool_proj/bn/sc" + name: "inception_4c/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4c/pool_proj/bn/sc" + top: "inception_4c/pool_proj/bn/sc" + name: "inception_4c/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/1x1/bn/sc" + bottom: "inception_4c/3x3/bn/sc" + bottom: "inception_4c/double3x3b/bn/sc" + bottom: "inception_4c/pool_proj/bn/sc" + top: "inception_4c/output" + name: "inception_4c/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_4c/output" + top: "inception_4d/1x1" + name: "inception_4d/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/1x1" + name: "inception_4d/1x1/bn" + top: "inception_4d/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/1x1/bn" + top: "inception_4d/1x1/bn/sc" + name: "inception_4d/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/1x1/bn/sc" + top: "inception_4d/1x1/bn/sc" + name: "inception_4d/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/output" + top: "inception_4d/3x3_reduce" + name: "inception_4d/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/3x3_reduce" + name: "inception_4d/3x3_reduce/bn" + top: "inception_4d/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/3x3_reduce/bn" + top: "inception_4d/3x3_reduce/bn/sc" + name: "inception_4d/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/3x3_reduce/bn/sc" + top: "inception_4d/3x3_reduce/bn/sc" + name: "inception_4d/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/3x3_reduce/bn/sc" + top: "inception_4d/3x3" + name: "inception_4d/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/3x3" + name: "inception_4d/3x3/bn" + top: "inception_4d/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/3x3/bn" + top: "inception_4d/3x3/bn/sc" + name: "inception_4d/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/3x3/bn/sc" + top: "inception_4d/3x3/bn/sc" + name: "inception_4d/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/output" + top: "inception_4d/double3x3_reduce" + name: "inception_4d/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/double3x3_reduce" + name: "inception_4d/double3x3_reduce/bn" + top: "inception_4d/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/double3x3_reduce/bn" + top: "inception_4d/double3x3_reduce/bn/sc" + name: "inception_4d/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/double3x3_reduce/bn/sc" + top: "inception_4d/double3x3_reduce/bn/sc" + name: "inception_4d/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/double3x3_reduce/bn/sc" + top: "inception_4d/double3x3a" + name: "inception_4d/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/double3x3a" + name: "inception_4d/double3x3a/bn" + top: "inception_4d/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/double3x3a/bn" + top: "inception_4d/double3x3a/bn/sc" + name: "inception_4d/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/double3x3a/bn/sc" + top: "inception_4d/double3x3a/bn/sc" + name: "inception_4d/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/double3x3a/bn/sc" + top: "inception_4d/double3x3b" + name: "inception_4d/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/double3x3b" + name: "inception_4d/double3x3b/bn" + top: "inception_4d/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/double3x3b/bn" + top: "inception_4d/double3x3b/bn/sc" + name: "inception_4d/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/double3x3b/bn/sc" + top: "inception_4d/double3x3b/bn/sc" + name: "inception_4d/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4c/output" + top: "inception_4d/pool" + name: "inception_4d/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_4d/pool" + top: "inception_4d/pool_proj" + name: "inception_4d/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 96 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4d/pool_proj" + name: "inception_4d/pool_proj/bn" + top: "inception_4d/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4d/pool_proj/bn" + top: "inception_4d/pool_proj/bn/sc" + name: "inception_4d/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4d/pool_proj/bn/sc" + top: "inception_4d/pool_proj/bn/sc" + name: "inception_4d/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/1x1/bn/sc" + bottom: "inception_4d/3x3/bn/sc" + bottom: "inception_4d/double3x3b/bn/sc" + bottom: "inception_4d/pool_proj/bn/sc" + top: "inception_4d/output" + name: "inception_4d/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_4d/output" + top: "inception_4e/3x3_reduce" + name: "inception_4e/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4e/3x3_reduce" + name: "inception_4e/3x3_reduce/bn" + top: "inception_4e/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4e/3x3_reduce/bn" + top: "inception_4e/3x3_reduce/bn/sc" + name: "inception_4e/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4e/3x3_reduce/bn/sc" + top: "inception_4e/3x3_reduce/bn/sc" + name: "inception_4e/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/3x3_reduce/bn/sc" + top: "inception_4e/3x3" + name: "inception_4e/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4e/3x3" + name: "inception_4e/3x3/bn" + top: "inception_4e/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4e/3x3/bn" + top: "inception_4e/3x3/bn/sc" + name: "inception_4e/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4e/3x3/bn/sc" + top: "inception_4e/3x3/bn/sc" + name: "inception_4e/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/output" + top: "inception_4e/double3x3_reduce" + name: "inception_4e/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4e/double3x3_reduce" + name: "inception_4e/double3x3_reduce/bn" + top: "inception_4e/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4e/double3x3_reduce/bn" + top: "inception_4e/double3x3_reduce/bn/sc" + name: "inception_4e/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4e/double3x3_reduce/bn/sc" + top: "inception_4e/double3x3_reduce/bn/sc" + name: "inception_4e/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/double3x3_reduce/bn/sc" + top: "inception_4e/double3x3a" + name: "inception_4e/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 256 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4e/double3x3a" + name: "inception_4e/double3x3a/bn" + top: "inception_4e/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4e/double3x3a/bn" + top: "inception_4e/double3x3a/bn/sc" + name: "inception_4e/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4e/double3x3a/bn/sc" + top: "inception_4e/double3x3a/bn/sc" + name: "inception_4e/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/double3x3a/bn/sc" + top: "inception_4e/double3x3b" + name: "inception_4e/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 256 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_4e/double3x3b" + name: "inception_4e/double3x3b/bn" + top: "inception_4e/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_4e/double3x3b/bn" + top: "inception_4e/double3x3b/bn/sc" + name: "inception_4e/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_4e/double3x3b/bn/sc" + top: "inception_4e/double3x3b/bn/sc" + name: "inception_4e/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4d/output" + top: "inception_4e/pool" + name: "inception_4e/pool" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + bottom: "inception_4e/3x3/bn/sc" + bottom: "inception_4e/double3x3b/bn/sc" + bottom: "inception_4e/pool" + top: "inception_4e/output" + name: "inception_4e/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_4e/output" + top: "pool4/5x5_s3" + name: "pool4/5x5_s3" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 5 + stride: 3 + } +} +layer { + bottom: "pool4/5x5_s3" + top: "loss2/conv" + name: "loss2/conv" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "loss2/conv" + name: "loss2/conv/bn" + top: "loss2/conv/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "loss2/conv/bn" + top: "loss2/conv/bn/sc" + name: "loss2/conv/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "loss2/conv/bn/sc" + top: "loss2/conv/bn/sc" + name: "loss2/conv/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "loss2/conv/bn/sc" + top: "loss2/fc" + name: "loss2/fc" + type: "InnerProduct" + param { + lr_mult: 1 + decay_mult: 1 + } + inner_product_param { + num_output: 1024 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "loss2/fc" + name: "loss2/fc/bn" + top: "loss2/fc/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "loss2/fc/bn" + top: "loss2/fc/bn/sc" + name: "loss2/fc/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "loss2/fc/bn/sc" + top: "loss2/fc/bn/sc" + name: "loss2/fc/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "loss2/fc/bn/sc" + top: "loss2/classifier" + name: "loss2/classifier" + type: "InnerProduct" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + bottom: "loss2/classifier" + top: "loss2/prob" + name: "loss2/prob" + type: "Softmax" + include { + phase: TEST + } +} + + +layer { + bottom: "inception_4e/output" + top: "inception_5a/1x1" + name: "inception_5a/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 352 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/1x1" + name: "inception_5a/1x1/bn" + top: "inception_5a/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/1x1/bn" + top: "inception_5a/1x1/bn/sc" + name: "inception_5a/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/1x1/bn/sc" + top: "inception_5a/1x1/bn/sc" + name: "inception_5a/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/output" + top: "inception_5a/3x3_reduce" + name: "inception_5a/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/3x3_reduce" + name: "inception_5a/3x3_reduce/bn" + top: "inception_5a/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/3x3_reduce/bn" + top: "inception_5a/3x3_reduce/bn/sc" + name: "inception_5a/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/3x3_reduce/bn/sc" + top: "inception_5a/3x3_reduce/bn/sc" + name: "inception_5a/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/3x3_reduce/bn/sc" + top: "inception_5a/3x3" + name: "inception_5a/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 320 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/3x3" + name: "inception_5a/3x3/bn" + top: "inception_5a/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/3x3/bn" + top: "inception_5a/3x3/bn/sc" + name: "inception_5a/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/3x3/bn/sc" + top: "inception_5a/3x3/bn/sc" + name: "inception_5a/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/output" + top: "inception_5a/double3x3_reduce" + name: "inception_5a/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 160 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/double3x3_reduce" + name: "inception_5a/double3x3_reduce/bn" + top: "inception_5a/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/double3x3_reduce/bn" + top: "inception_5a/double3x3_reduce/bn/sc" + name: "inception_5a/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/double3x3_reduce/bn/sc" + top: "inception_5a/double3x3_reduce/bn/sc" + name: "inception_5a/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/double3x3_reduce/bn/sc" + top: "inception_5a/double3x3a" + name: "inception_5a/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 224 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/double3x3a" + name: "inception_5a/double3x3a/bn" + top: "inception_5a/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/double3x3a/bn" + top: "inception_5a/double3x3a/bn/sc" + name: "inception_5a/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/double3x3a/bn/sc" + top: "inception_5a/double3x3a/bn/sc" + name: "inception_5a/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/double3x3a/bn/sc" + top: "inception_5a/double3x3b" + name: "inception_5a/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 224 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/double3x3b" + name: "inception_5a/double3x3b/bn" + top: "inception_5a/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/double3x3b/bn" + top: "inception_5a/double3x3b/bn/sc" + name: "inception_5a/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/double3x3b/bn/sc" + top: "inception_5a/double3x3b/bn/sc" + name: "inception_5a/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_4e/output" + top: "inception_5a/pool" + name: "inception_5a/pool" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_5a/pool" + top: "inception_5a/pool_proj" + name: "inception_5a/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5a/pool_proj" + name: "inception_5a/pool_proj/bn" + top: "inception_5a/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5a/pool_proj/bn" + top: "inception_5a/pool_proj/bn/sc" + name: "inception_5a/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5a/pool_proj/bn/sc" + top: "inception_5a/pool_proj/bn/sc" + name: "inception_5a/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/1x1/bn/sc" + bottom: "inception_5a/3x3/bn/sc" + bottom: "inception_5a/double3x3b/bn/sc" + bottom: "inception_5a/pool_proj/bn/sc" + top: "inception_5a/output" + name: "inception_5a/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_5a/output" + top: "inception_5b/1x1" + name: "inception_5b/1x1" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 352 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/1x1" + name: "inception_5b/1x1/bn" + top: "inception_5b/1x1/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/1x1/bn" + top: "inception_5b/1x1/bn/sc" + name: "inception_5b/1x1/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/1x1/bn/sc" + top: "inception_5b/1x1/bn/sc" + name: "inception_5b/1x1/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/output" + top: "inception_5b/3x3_reduce" + name: "inception_5b/3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/3x3_reduce" + name: "inception_5b/3x3_reduce/bn" + top: "inception_5b/3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/3x3_reduce/bn" + top: "inception_5b/3x3_reduce/bn/sc" + name: "inception_5b/3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/3x3_reduce/bn/sc" + top: "inception_5b/3x3_reduce/bn/sc" + name: "inception_5b/3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5b/3x3_reduce/bn/sc" + top: "inception_5b/3x3" + name: "inception_5b/3x3" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 320 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/3x3" + name: "inception_5b/3x3/bn" + top: "inception_5b/3x3/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/3x3/bn" + top: "inception_5b/3x3/bn/sc" + name: "inception_5b/3x3/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/3x3/bn/sc" + top: "inception_5b/3x3/bn/sc" + name: "inception_5b/3x3/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/output" + top: "inception_5b/double3x3_reduce" + name: "inception_5b/double3x3_reduce" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 192 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/double3x3_reduce" + name: "inception_5b/double3x3_reduce/bn" + top: "inception_5b/double3x3_reduce/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/double3x3_reduce/bn" + top: "inception_5b/double3x3_reduce/bn/sc" + name: "inception_5b/double3x3_reduce/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/double3x3_reduce/bn/sc" + top: "inception_5b/double3x3_reduce/bn/sc" + name: "inception_5b/double3x3_reduce/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5b/double3x3_reduce/bn/sc" + top: "inception_5b/double3x3a" + name: "inception_5b/double3x3a" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 224 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/double3x3a" + name: "inception_5b/double3x3a/bn" + top: "inception_5b/double3x3a/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/double3x3a/bn" + top: "inception_5b/double3x3a/bn/sc" + name: "inception_5b/double3x3a/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/double3x3a/bn/sc" + top: "inception_5b/double3x3a/bn/sc" + name: "inception_5b/double3x3a/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5b/double3x3a/bn/sc" + top: "inception_5b/double3x3b" + name: "inception_5b/double3x3b" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 224 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/double3x3b" + name: "inception_5b/double3x3b/bn" + top: "inception_5b/double3x3b/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/double3x3b/bn" + top: "inception_5b/double3x3b/bn/sc" + name: "inception_5b/double3x3b/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/double3x3b/bn/sc" + top: "inception_5b/double3x3b/bn/sc" + name: "inception_5b/double3x3b/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5a/output" + top: "inception_5b/pool" + name: "inception_5b/pool" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + bottom: "inception_5b/pool" + top: "inception_5b/pool_proj" + name: "inception_5b/pool_proj" + type: "Convolution" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + + num_output: 128 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "xavier" + } + bias_term: false + } +} +layer { + bottom: "inception_5b/pool_proj" + name: "inception_5b/pool_proj/bn" + top: "inception_5b/pool_proj/bn" + type: "BatchNorm" + batch_norm_param { + + } +} +layer { + bottom: "inception_5b/pool_proj/bn" + top: "inception_5b/pool_proj/bn/sc" + name: "inception_5b/pool_proj/bn/sc" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "inception_5b/pool_proj/bn/sc" + top: "inception_5b/pool_proj/bn/sc" + name: "inception_5b/pool_proj/bn/sc/relu" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "inception_5b/1x1/bn/sc" + bottom: "inception_5b/3x3/bn/sc" + bottom: "inception_5b/double3x3b/bn/sc" + bottom: "inception_5b/pool_proj/bn/sc" + top: "inception_5b/output" + name: "inception_5b/output" + type: "Concat" + concat_param { + + } +} +layer { + bottom: "inception_5b/output" + top: "pool5/7x7_s1" + name: "pool5/7x7_s1" + type: "Pooling" + pooling_param { + + pool: AVE + kernel_size: 7 + stride: 1 + } +} +layer { + bottom: "pool5/7x7_s1" + top: "loss3/classifier" + name: "loss3/classifier" + type: "InnerProduct" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + bottom: "loss3/classifier" + top: "loss3/prob" + name: "loss3/prob" + type: "Softmax" +} + diff --git a/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt new file mode 100644 index 000000000..e59b0edf9 --- /dev/null +++ b/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt @@ -0,0 +1,3630 @@ +name: "InceptionV3" + +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + shape: { dim: 22 dim: 3 dim: 299 dim: 299 } + data_filler { + type: "constant" + value: 0.01 + } + } +} + +layer { + name: "conv_conv2d" + type: "Convolution" + bottom: "data" + top: "conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_batchnorm" + type: "BatchNorm" + bottom: "conv_conv2d" + top: "conv_conv2d_bn" + + +} +layer { + name: "conv_relu" + type: "ReLU" + bottom: "conv_conv2d_bn" + top: "conv_conv2d_relu" +} +layer { + name: "conv_1_1_conv2d" + type: "Convolution" + bottom: "conv_conv2d_relu" + top: "conv_1_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_1_1_batchnorm" + type: "BatchNorm" + bottom: "conv_1_1_conv2d" + top: "conv_1_1_conv2d_bn" + +} +layer { + name: "conv_1_1_relu" + type: "ReLU" + bottom: "conv_1_1_conv2d_bn" + top: "conv_1_1_conv2d_relu" +} +layer { + name: "conv_2_2_conv2d" + type: "Convolution" + bottom: "conv_1_1_conv2d_relu" + top: "conv_2_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_2_2_batchnorm" + type: "BatchNorm" + bottom: "conv_2_2_conv2d" + top: "conv_2_2_conv2d_bn" + +} +layer { + name: "conv_2_2_relu" + type: "ReLU" + bottom: "conv_2_2_conv2d_bn" + top: "conv_2_2_conv2d_relu" +} +layer { + name: "pool" + type: "Pooling" + bottom: "conv_2_2_conv2d_relu" + top: "pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + pad: 0 + } +} +layer { + name: "conv_3_3_conv2d" + type: "Convolution" + bottom: "pool" + top: "conv_3_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 80 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_3_3_batchnorm" + type: "BatchNorm" + bottom: "conv_3_3_conv2d" + top: "conv_3_3_conv2d_bn" + +} +layer { + name: "conv_3_3_relu" + type: "ReLU" + bottom: "conv_3_3_conv2d_bn" + top: "conv_3_3_conv2d_relu" +} +layer { + name: "conv_4_4_conv2d" + type: "Convolution" + bottom: "conv_3_3_conv2d_relu" + top: "conv_4_4_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_4_4_batchnorm" + type: "BatchNorm" + bottom: "conv_4_4_conv2d" + top: "conv_4_4_conv2d_bn" + +} +layer { + name: "conv_4_4_relu" + type: "ReLU" + bottom: "conv_4_4_conv2d_bn" + top: "conv_4_4_conv2d_relu" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv_4_4_conv2d_relu" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + pad: 0 + } +} +layer { + name: "mixed_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_conv_conv2d" + top: "mixed_conv_conv2d_bn" + +} +layer { + name: "mixed_conv_relu" + type: "ReLU" + bottom: "mixed_conv_conv2d_bn" + top: "mixed_conv_conv2d_relu" +} +layer { + name: "mixed_tower_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_conv_conv2d" + top: "mixed_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_tower_conv_relu" + type: "ReLU" + bottom: "mixed_tower_conv_conv2d_bn" + top: "mixed_tower_conv_conv2d_relu" +} +layer { + name: "mixed_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_tower_conv_conv2d_relu" + top: "mixed_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_conv_1_conv2d" + top: "mixed_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_tower_conv_1_conv2d_bn" + top: "mixed_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_tower_1_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_1_conv_conv2d" + top: "mixed_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_tower_1_conv_conv2d_bn" + top: "mixed_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_tower_1_conv_conv2d_relu" + top: "mixed_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_1_conv_1_conv2d" + top: "mixed_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_tower_1_conv_1_conv2d_bn" + top: "mixed_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_tower_1_conv_1_conv2d_relu" + top: "mixed_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_1_conv_2_conv2d" + top: "mixed_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_tower_1_conv_2_conv2d_bn" + top: "mixed_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_pool" + type: "Pooling" + bottom: "pool1" + top: "AVE_pool_mixed_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_pool" + top: "mixed_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_2_conv_conv2d" + top: "mixed_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_tower_2_conv_conv2d_bn" + top: "mixed_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_chconcat" + type: "Concat" + bottom: "mixed_conv_conv2d_relu" + bottom: "mixed_tower_conv_1_conv2d_relu" + bottom: "mixed_tower_1_conv_2_conv2d_relu" + bottom: "mixed_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_conv_conv2d" + top: "mixed_1_conv_conv2d_bn" + +} +layer { + name: "mixed_1_conv_relu" + type: "ReLU" + bottom: "mixed_1_conv_conv2d_bn" + top: "mixed_1_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_conv_conv2d" + top: "mixed_1_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_1_tower_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_conv2d_bn" + top: "mixed_1_tower_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_1_tower_conv_conv2d_relu" + top: "mixed_1_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_conv_1_conv2d" + top: "mixed_1_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_1_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_1_conv2d_bn" + top: "mixed_1_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_1_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_1_conv_conv2d" + top: "mixed_1_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_1_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_1_conv_conv2d_bn" + top: "mixed_1_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_1_tower_1_conv_conv2d_relu" + top: "mixed_1_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_1_conv_1_conv2d" + top: "mixed_1_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_1_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_1_tower_1_conv_1_conv2d_bn" + top: "mixed_1_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_1_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_1_tower_1_conv_1_conv2d_relu" + top: "mixed_1_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_1_conv_2_conv2d" + top: "mixed_1_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_1_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_1_tower_1_conv_2_conv2d_bn" + top: "mixed_1_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_1_pool" + type: "Pooling" + bottom: "ch_concat_mixed_chconcat" + top: "AVE_pool_mixed_1_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_1_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_1_pool" + top: "mixed_1_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_1_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_2_conv_conv2d" + top: "mixed_1_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_1_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_2_conv_conv2d_bn" + top: "mixed_1_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_1_chconcat" + type: "Concat" + bottom: "mixed_1_conv_conv2d_relu" + bottom: "mixed_1_tower_conv_1_conv2d_relu" + bottom: "mixed_1_tower_1_conv_2_conv2d_relu" + bottom: "mixed_1_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_1_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_2_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_conv_conv2d" + top: "mixed_2_conv_conv2d_bn" + +} +layer { + name: "mixed_2_conv_relu" + type: "ReLU" + bottom: "mixed_2_conv_conv2d_bn" + top: "mixed_2_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_conv_conv2d" + top: "mixed_2_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_2_tower_conv_relu" + type: "ReLU" + bottom: "mixed_2_tower_conv_conv2d_bn" + top: "mixed_2_tower_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_2_tower_conv_conv2d_relu" + top: "mixed_2_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_conv_1_conv2d" + top: "mixed_2_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_2_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_2_tower_conv_1_conv2d_bn" + top: "mixed_2_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_2_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_1_conv_conv2d" + top: "mixed_2_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_2_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_2_tower_1_conv_conv2d_bn" + top: "mixed_2_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_2_tower_1_conv_conv2d_relu" + top: "mixed_2_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_1_conv_1_conv2d" + top: "mixed_2_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_2_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_2_tower_1_conv_1_conv2d_bn" + top: "mixed_2_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_2_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_2_tower_1_conv_1_conv2d_relu" + top: "mixed_2_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_1_conv_2_conv2d" + top: "mixed_2_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_2_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_2_tower_1_conv_2_conv2d_bn" + top: "mixed_2_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_2_pool" + type: "Pooling" + bottom: "ch_concat_mixed_1_chconcat" + top: "AVE_pool_mixed_2_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_2_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_2_pool" + top: "mixed_2_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_2_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_2_conv_conv2d" + top: "mixed_2_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_2_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_2_tower_2_conv_conv2d_bn" + top: "mixed_2_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_2_chconcat" + type: "Concat" + bottom: "mixed_2_conv_conv2d_relu" + bottom: "mixed_2_tower_conv_1_conv2d_relu" + bottom: "mixed_2_tower_1_conv_2_conv2d_relu" + bottom: "mixed_2_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_2_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_3_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_2_chconcat" + top: "mixed_3_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_3_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_3_conv_conv2d" + top: "mixed_3_conv_conv2d_bn" + +} +layer { + name: "mixed_3_conv_relu" + type: "ReLU" + bottom: "mixed_3_conv_conv2d_bn" + top: "mixed_3_conv_conv2d_relu" +} +layer { + name: "mixed_3_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_2_chconcat" + top: "mixed_3_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_3_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_3_tower_conv_conv2d" + top: "mixed_3_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_3_tower_conv_relu" + type: "ReLU" + bottom: "mixed_3_tower_conv_conv2d_bn" + top: "mixed_3_tower_conv_conv2d_relu" +} +layer { + name: "mixed_3_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_3_tower_conv_conv2d_relu" + top: "mixed_3_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_3_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_3_tower_conv_1_conv2d" + top: "mixed_3_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_3_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_3_tower_conv_1_conv2d_bn" + top: "mixed_3_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_3_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_3_tower_conv_1_conv2d_relu" + top: "mixed_3_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_3_tower_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_3_tower_conv_2_conv2d" + top: "mixed_3_tower_conv_2_conv2d_bn" + +} +layer { + name: "mixed_3_tower_conv_2_relu" + type: "ReLU" + bottom: "mixed_3_tower_conv_2_conv2d_bn" + top: "mixed_3_tower_conv_2_conv2d_relu" +} +layer { + name: "max_pool_mixed_3_pool" + type: "Pooling" + bottom: "ch_concat_mixed_2_chconcat" + top: "max_pool_mixed_3_pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + pad: 0 + } +} +layer { + name: "ch_concat_mixed_3_chconcat" + type: "Concat" + bottom: "max_pool_mixed_3_pool" + bottom: "mixed_3_conv_conv2d_relu" + bottom: "mixed_3_tower_conv_2_conv2d_relu" + top: "ch_concat_mixed_3_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_4_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_3_chconcat" + top: "mixed_4_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_4_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_conv_conv2d" + top: "mixed_4_conv_conv2d_bn" + +} +layer { + name: "mixed_4_conv_relu" + type: "ReLU" + bottom: "mixed_4_conv_conv2d_bn" + top: "mixed_4_conv_conv2d_relu" +} +layer { + name: "mixed_4_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_3_chconcat" + top: "mixed_4_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_4_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_conv_conv2d" + top: "mixed_4_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_4_tower_conv_relu" + type: "ReLU" + bottom: "mixed_4_tower_conv_conv2d_bn" + top: "mixed_4_tower_conv_conv2d_relu" +} +layer { + name: "mixed_4_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_conv_conv2d_relu" + top: "mixed_4_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_4_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_conv_1_conv2d" + top: "mixed_4_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_4_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_4_tower_conv_1_conv2d_bn" + top: "mixed_4_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_4_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_conv_1_conv2d_relu" + top: "mixed_4_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_4_tower_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_conv_2_conv2d" + top: "mixed_4_tower_conv_2_conv2d_bn" + +} +layer { + name: "mixed_4_tower_conv_2_relu" + type: "ReLU" + bottom: "mixed_4_tower_conv_2_conv2d_bn" + top: "mixed_4_tower_conv_2_conv2d_relu" +} +layer { + name: "mixed_4_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_3_chconcat" + top: "mixed_4_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_4_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_1_conv_conv2d" + top: "mixed_4_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_4_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_4_tower_1_conv_conv2d_bn" + top: "mixed_4_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_4_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_1_conv_conv2d_relu" + top: "mixed_4_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_4_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_1_conv_1_conv2d" + top: "mixed_4_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_4_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_4_tower_1_conv_1_conv2d_bn" + top: "mixed_4_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_4_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_1_conv_1_conv2d_relu" + top: "mixed_4_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_4_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_1_conv_2_conv2d" + top: "mixed_4_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_4_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_4_tower_1_conv_2_conv2d_bn" + top: "mixed_4_tower_1_conv_2_conv2d_relu" +} +layer { + name: "mixed_4_tower_1_conv_3_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_1_conv_2_conv2d_relu" + top: "mixed_4_tower_1_conv_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_4_tower_1_conv_3_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_1_conv_3_conv2d" + top: "mixed_4_tower_1_conv_3_conv2d_bn" + +} +layer { + name: "mixed_4_tower_1_conv_3_relu" + type: "ReLU" + bottom: "mixed_4_tower_1_conv_3_conv2d_bn" + top: "mixed_4_tower_1_conv_3_conv2d_relu" +} +layer { + name: "mixed_4_tower_1_conv_4_conv2d" + type: "Convolution" + bottom: "mixed_4_tower_1_conv_3_conv2d_relu" + top: "mixed_4_tower_1_conv_4_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_4_tower_1_conv_4_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_1_conv_4_conv2d" + top: "mixed_4_tower_1_conv_4_conv2d_bn" + +} +layer { + name: "mixed_4_tower_1_conv_4_relu" + type: "ReLU" + bottom: "mixed_4_tower_1_conv_4_conv2d_bn" + top: "mixed_4_tower_1_conv_4_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_4_pool" + type: "Pooling" + bottom: "ch_concat_mixed_3_chconcat" + top: "AVE_pool_mixed_4_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_4_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_4_pool" + top: "mixed_4_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_4_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_4_tower_2_conv_conv2d" + top: "mixed_4_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_4_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_4_tower_2_conv_conv2d_bn" + top: "mixed_4_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_4_chconcat" + type: "Concat" + bottom: "mixed_4_conv_conv2d_relu" + bottom: "mixed_4_tower_conv_2_conv2d_relu" + bottom: "mixed_4_tower_1_conv_4_conv2d_relu" + bottom: "mixed_4_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_4_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_5_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_4_chconcat" + top: "mixed_5_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_5_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_conv_conv2d" + top: "mixed_5_conv_conv2d_bn" + +} +layer { + name: "mixed_5_conv_relu" + type: "ReLU" + bottom: "mixed_5_conv_conv2d_bn" + top: "mixed_5_conv_conv2d_relu" +} +layer { + name: "mixed_5_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_4_chconcat" + top: "mixed_5_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_5_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_conv_conv2d" + top: "mixed_5_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_5_tower_conv_relu" + type: "ReLU" + bottom: "mixed_5_tower_conv_conv2d_bn" + top: "mixed_5_tower_conv_conv2d_relu" +} +layer { + name: "mixed_5_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_conv_conv2d_relu" + top: "mixed_5_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_5_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_conv_1_conv2d" + top: "mixed_5_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_5_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_5_tower_conv_1_conv2d_bn" + top: "mixed_5_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_5_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_conv_1_conv2d_relu" + top: "mixed_5_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_5_tower_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_conv_2_conv2d" + top: "mixed_5_tower_conv_2_conv2d_bn" + +} +layer { + name: "mixed_5_tower_conv_2_relu" + type: "ReLU" + bottom: "mixed_5_tower_conv_2_conv2d_bn" + top: "mixed_5_tower_conv_2_conv2d_relu" +} +layer { + name: "mixed_5_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_4_chconcat" + top: "mixed_5_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_5_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_1_conv_conv2d" + top: "mixed_5_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_5_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_5_tower_1_conv_conv2d_bn" + top: "mixed_5_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_5_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_1_conv_conv2d_relu" + top: "mixed_5_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_5_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_1_conv_1_conv2d" + top: "mixed_5_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_5_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_5_tower_1_conv_1_conv2d_bn" + top: "mixed_5_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_5_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_1_conv_1_conv2d_relu" + top: "mixed_5_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_5_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_1_conv_2_conv2d" + top: "mixed_5_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_5_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_5_tower_1_conv_2_conv2d_bn" + top: "mixed_5_tower_1_conv_2_conv2d_relu" +} +layer { + name: "mixed_5_tower_1_conv_3_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_1_conv_2_conv2d_relu" + top: "mixed_5_tower_1_conv_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_5_tower_1_conv_3_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_1_conv_3_conv2d" + top: "mixed_5_tower_1_conv_3_conv2d_bn" + +} +layer { + name: "mixed_5_tower_1_conv_3_relu" + type: "ReLU" + bottom: "mixed_5_tower_1_conv_3_conv2d_bn" + top: "mixed_5_tower_1_conv_3_conv2d_relu" +} +layer { + name: "mixed_5_tower_1_conv_4_conv2d" + type: "Convolution" + bottom: "mixed_5_tower_1_conv_3_conv2d_relu" + top: "mixed_5_tower_1_conv_4_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_5_tower_1_conv_4_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_1_conv_4_conv2d" + top: "mixed_5_tower_1_conv_4_conv2d_bn" + +} +layer { + name: "mixed_5_tower_1_conv_4_relu" + type: "ReLU" + bottom: "mixed_5_tower_1_conv_4_conv2d_bn" + top: "mixed_5_tower_1_conv_4_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_5_pool" + type: "Pooling" + bottom: "ch_concat_mixed_4_chconcat" + top: "AVE_pool_mixed_5_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_5_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_5_pool" + top: "mixed_5_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_5_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_5_tower_2_conv_conv2d" + top: "mixed_5_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_5_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_5_tower_2_conv_conv2d_bn" + top: "mixed_5_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_5_chconcat" + type: "Concat" + bottom: "mixed_5_conv_conv2d_relu" + bottom: "mixed_5_tower_conv_2_conv2d_relu" + bottom: "mixed_5_tower_1_conv_4_conv2d_relu" + bottom: "mixed_5_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_5_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_6_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_5_chconcat" + top: "mixed_6_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_6_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_conv_conv2d" + top: "mixed_6_conv_conv2d_bn" + +} +layer { + name: "mixed_6_conv_relu" + type: "ReLU" + bottom: "mixed_6_conv_conv2d_bn" + top: "mixed_6_conv_conv2d_relu" +} +layer { + name: "mixed_6_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_5_chconcat" + top: "mixed_6_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_6_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_conv_conv2d" + top: "mixed_6_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_6_tower_conv_relu" + type: "ReLU" + bottom: "mixed_6_tower_conv_conv2d_bn" + top: "mixed_6_tower_conv_conv2d_relu" +} +layer { + name: "mixed_6_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_conv_conv2d_relu" + top: "mixed_6_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_6_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_conv_1_conv2d" + top: "mixed_6_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_6_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_6_tower_conv_1_conv2d_bn" + top: "mixed_6_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_6_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_conv_1_conv2d_relu" + top: "mixed_6_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_6_tower_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_conv_2_conv2d" + top: "mixed_6_tower_conv_2_conv2d_bn" + +} +layer { + name: "mixed_6_tower_conv_2_relu" + type: "ReLU" + bottom: "mixed_6_tower_conv_2_conv2d_bn" + top: "mixed_6_tower_conv_2_conv2d_relu" +} +layer { + name: "mixed_6_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_5_chconcat" + top: "mixed_6_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_6_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_1_conv_conv2d" + top: "mixed_6_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_6_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_6_tower_1_conv_conv2d_bn" + top: "mixed_6_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_6_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_1_conv_conv2d_relu" + top: "mixed_6_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_6_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_1_conv_1_conv2d" + top: "mixed_6_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_6_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_6_tower_1_conv_1_conv2d_bn" + top: "mixed_6_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_6_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_1_conv_1_conv2d_relu" + top: "mixed_6_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_6_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_1_conv_2_conv2d" + top: "mixed_6_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_6_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_6_tower_1_conv_2_conv2d_bn" + top: "mixed_6_tower_1_conv_2_conv2d_relu" +} +layer { + name: "mixed_6_tower_1_conv_3_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_1_conv_2_conv2d_relu" + top: "mixed_6_tower_1_conv_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 160 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_6_tower_1_conv_3_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_1_conv_3_conv2d" + top: "mixed_6_tower_1_conv_3_conv2d_bn" + +} +layer { + name: "mixed_6_tower_1_conv_3_relu" + type: "ReLU" + bottom: "mixed_6_tower_1_conv_3_conv2d_bn" + top: "mixed_6_tower_1_conv_3_conv2d_relu" +} +layer { + name: "mixed_6_tower_1_conv_4_conv2d" + type: "Convolution" + bottom: "mixed_6_tower_1_conv_3_conv2d_relu" + top: "mixed_6_tower_1_conv_4_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_6_tower_1_conv_4_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_1_conv_4_conv2d" + top: "mixed_6_tower_1_conv_4_conv2d_bn" + +} +layer { + name: "mixed_6_tower_1_conv_4_relu" + type: "ReLU" + bottom: "mixed_6_tower_1_conv_4_conv2d_bn" + top: "mixed_6_tower_1_conv_4_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_6_pool" + type: "Pooling" + bottom: "ch_concat_mixed_5_chconcat" + top: "AVE_pool_mixed_6_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_6_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_6_pool" + top: "mixed_6_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_6_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_6_tower_2_conv_conv2d" + top: "mixed_6_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_6_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_6_tower_2_conv_conv2d_bn" + top: "mixed_6_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_6_chconcat" + type: "Concat" + bottom: "mixed_6_conv_conv2d_relu" + bottom: "mixed_6_tower_conv_2_conv2d_relu" + bottom: "mixed_6_tower_1_conv_4_conv2d_relu" + bottom: "mixed_6_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_6_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_7_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_6_chconcat" + top: "mixed_7_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_7_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_conv_conv2d" + top: "mixed_7_conv_conv2d_bn" + +} +layer { + name: "mixed_7_conv_relu" + type: "ReLU" + bottom: "mixed_7_conv_conv2d_bn" + top: "mixed_7_conv_conv2d_relu" +} +layer { + name: "mixed_7_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_6_chconcat" + top: "mixed_7_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_7_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_conv_conv2d" + top: "mixed_7_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_7_tower_conv_relu" + type: "ReLU" + bottom: "mixed_7_tower_conv_conv2d_bn" + top: "mixed_7_tower_conv_conv2d_relu" +} +layer { + name: "mixed_7_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_conv_conv2d_relu" + top: "mixed_7_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_7_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_conv_1_conv2d" + top: "mixed_7_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_7_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_7_tower_conv_1_conv2d_bn" + top: "mixed_7_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_7_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_conv_1_conv2d_relu" + top: "mixed_7_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_7_tower_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_conv_2_conv2d" + top: "mixed_7_tower_conv_2_conv2d_bn" + +} +layer { + name: "mixed_7_tower_conv_2_relu" + type: "ReLU" + bottom: "mixed_7_tower_conv_2_conv2d_bn" + top: "mixed_7_tower_conv_2_conv2d_relu" +} +layer { + name: "mixed_7_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_6_chconcat" + top: "mixed_7_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_7_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_1_conv_conv2d" + top: "mixed_7_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_7_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_7_tower_1_conv_conv2d_bn" + top: "mixed_7_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_7_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_1_conv_conv2d_relu" + top: "mixed_7_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_7_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_1_conv_1_conv2d" + top: "mixed_7_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_7_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_7_tower_1_conv_1_conv2d_bn" + top: "mixed_7_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_7_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_1_conv_1_conv2d_relu" + top: "mixed_7_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_7_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_1_conv_2_conv2d" + top: "mixed_7_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_7_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_7_tower_1_conv_2_conv2d_bn" + top: "mixed_7_tower_1_conv_2_conv2d_relu" +} +layer { + name: "mixed_7_tower_1_conv_3_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_1_conv_2_conv2d_relu" + top: "mixed_7_tower_1_conv_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_7_tower_1_conv_3_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_1_conv_3_conv2d" + top: "mixed_7_tower_1_conv_3_conv2d_bn" + +} +layer { + name: "mixed_7_tower_1_conv_3_relu" + type: "ReLU" + bottom: "mixed_7_tower_1_conv_3_conv2d_bn" + top: "mixed_7_tower_1_conv_3_conv2d_relu" +} +layer { + name: "mixed_7_tower_1_conv_4_conv2d" + type: "Convolution" + bottom: "mixed_7_tower_1_conv_3_conv2d_relu" + top: "mixed_7_tower_1_conv_4_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_7_tower_1_conv_4_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_1_conv_4_conv2d" + top: "mixed_7_tower_1_conv_4_conv2d_bn" + +} +layer { + name: "mixed_7_tower_1_conv_4_relu" + type: "ReLU" + bottom: "mixed_7_tower_1_conv_4_conv2d_bn" + top: "mixed_7_tower_1_conv_4_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_7_pool" + type: "Pooling" + bottom: "ch_concat_mixed_6_chconcat" + top: "AVE_pool_mixed_7_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_7_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_7_pool" + top: "mixed_7_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_7_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_7_tower_2_conv_conv2d" + top: "mixed_7_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_7_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_7_tower_2_conv_conv2d_bn" + top: "mixed_7_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_7_chconcat" + type: "Concat" + bottom: "mixed_7_conv_conv2d_relu" + bottom: "mixed_7_tower_conv_2_conv2d_relu" + bottom: "mixed_7_tower_1_conv_4_conv2d_relu" + bottom: "mixed_7_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_7_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_8_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_7_chconcat" + top: "mixed_8_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_8_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_conv_conv2d" + top: "mixed_8_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_8_tower_conv_relu" + type: "ReLU" + bottom: "mixed_8_tower_conv_conv2d_bn" + top: "mixed_8_tower_conv_conv2d_relu" +} +layer { + name: "mixed_8_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_8_tower_conv_conv2d_relu" + top: "mixed_8_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 320 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_8_tower_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_conv_1_conv2d" + top: "mixed_8_tower_conv_1_conv2d_bn" + +} +layer { + name: "mixed_8_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_8_tower_conv_1_conv2d_bn" + top: "mixed_8_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_8_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_7_chconcat" + top: "mixed_8_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_8_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_1_conv_conv2d" + top: "mixed_8_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_8_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_8_tower_1_conv_conv2d_bn" + top: "mixed_8_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_8_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_8_tower_1_conv_conv2d_relu" + top: "mixed_8_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 3 + kernel_h: 1 + kernel_w: 7 + } +} +layer { + name: "mixed_8_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_1_conv_1_conv2d" + top: "mixed_8_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_8_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_8_tower_1_conv_1_conv2d_bn" + top: "mixed_8_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_8_tower_1_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_8_tower_1_conv_1_conv2d_relu" + top: "mixed_8_tower_1_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 3 + pad_w: 0 + kernel_h: 7 + kernel_w: 1 + } +} +layer { + name: "mixed_8_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_1_conv_2_conv2d" + top: "mixed_8_tower_1_conv_2_conv2d_bn" + +} +layer { + name: "mixed_8_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_8_tower_1_conv_2_conv2d_bn" + top: "mixed_8_tower_1_conv_2_conv2d_relu" +} +layer { + name: "mixed_8_tower_1_conv_3_conv2d" + type: "Convolution" + bottom: "mixed_8_tower_1_conv_2_conv2d_relu" + top: "mixed_8_tower_1_conv_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_8_tower_1_conv_3_batchnorm" + type: "BatchNorm" + bottom: "mixed_8_tower_1_conv_3_conv2d" + top: "mixed_8_tower_1_conv_3_conv2d_bn" + +} +layer { + name: "mixed_8_tower_1_conv_3_relu" + type: "ReLU" + bottom: "mixed_8_tower_1_conv_3_conv2d_bn" + top: "mixed_8_tower_1_conv_3_conv2d_relu" +} +layer { + name: "MAX_pool_mixed_8_pool" + type: "Pooling" + bottom: "ch_concat_mixed_7_chconcat" + top: "MAX_pool_mixed_8_pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + pad: 0 + } +} +layer { + name: "ch_concat_mixed_8_chconcat" + type: "Concat" + bottom: "mixed_8_tower_conv_1_conv2d_relu" + bottom: "mixed_8_tower_1_conv_3_conv2d_relu" + bottom: "MAX_pool_mixed_8_pool" + top: "ch_concat_mixed_8_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_9_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_8_chconcat" + top: "mixed_9_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 320 + bias_term: false + pad: 0 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + kernel_h: 1 + kernel_w: 1 + } +} +layer { + name: "mixed_9_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_conv_conv2d" + top: "mixed_9_conv_conv2d_bn" + +} +layer { + name: "mixed_9_conv_relu" + type: "ReLU" + bottom: "mixed_9_conv_conv2d_bn" + top: "mixed_9_conv_conv2d_relu" +} +layer { + name: "mixed_9_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_8_chconcat" + top: "mixed_9_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_9_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_conv_conv2d" + top: "mixed_9_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_9_tower_conv_relu" + type: "ReLU" + bottom: "mixed_9_tower_conv_conv2d_bn" + top: "mixed_9_tower_conv_conv2d_relu" +} +layer { + name: "mixed_9_tower_mixed_conv_conv2d" + type: "Convolution" + bottom: "mixed_9_tower_conv_conv2d_relu" + top: "mixed_9_tower_mixed_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 1 + kernel_h: 1 + kernel_w: 3 + } +} +layer { + name: "mixed_9_tower_mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_mixed_conv_conv2d" + top: "mixed_9_tower_mixed_conv_conv2d_bn" + +} +layer { + name: "mixed_9_tower_mixed_conv_relu" + type: "ReLU" + bottom: "mixed_9_tower_mixed_conv_conv2d_bn" + top: "mixed_9_tower_mixed_conv_conv2d_relu" +} +layer { + name: "mixed_9_tower_mixed_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_9_tower_conv_conv2d_relu" + top: "mixed_9_tower_mixed_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 1 + pad_w: 0 + kernel_h: 3 + kernel_w: 1 + } +} +layer { + name: "mixed_9_tower_mixed_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_mixed_conv_1_conv2d" + top: "mixed_9_tower_mixed_conv_1_conv2d_bn" + +} +layer { + name: "mixed_9_tower_mixed_conv_1_relu" + type: "ReLU" + bottom: "mixed_9_tower_mixed_conv_1_conv2d_bn" + top: "mixed_9_tower_mixed_conv_1_conv2d_relu" +} +layer { + name: "mixed_9_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_8_chconcat" + top: "mixed_9_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 448 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_9_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_1_conv_conv2d" + top: "mixed_9_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_9_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_9_tower_1_conv_conv2d_bn" + top: "mixed_9_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_9_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_9_tower_1_conv_conv2d_relu" + top: "mixed_9_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_9_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_1_conv_1_conv2d" + top: "mixed_9_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_9_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_9_tower_1_conv_1_conv2d_bn" + top: "mixed_9_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_9_tower_1_mixed_conv_conv2d" + type: "Convolution" + bottom: "mixed_9_tower_1_conv_1_conv2d_relu" + top: "mixed_9_tower_1_mixed_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 1 + kernel_h: 1 + kernel_w: 3 + } +} +layer { + name: "mixed_9_tower_1_mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_1_mixed_conv_conv2d" + top: "mixed_9_tower_1_mixed_conv_conv2d_bn" + +} +layer { + name: "mixed_9_tower_1_mixed_conv_relu" + type: "ReLU" + bottom: "mixed_9_tower_1_mixed_conv_conv2d_bn" + top: "mixed_9_tower_1_mixed_conv_conv2d_relu" +} +layer { + name: "mixed_9_tower_1_mixed_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_9_tower_1_conv_1_conv2d_relu" + top: "mixed_9_tower_1_mixed_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 1 + pad_w: 0 + kernel_h: 3 + kernel_w: 1 + } +} +layer { + name: "mixed_9_tower_1_mixed_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_1_mixed_conv_1_conv2d" + top: "mixed_9_tower_1_mixed_conv_1_conv2d_bn" + +} +layer { + name: "mixed_9_tower_1_mixed_conv_1_relu" + type: "ReLU" + bottom: "mixed_9_tower_1_mixed_conv_1_conv2d_bn" + top: "mixed_9_tower_1_mixed_conv_1_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_9_pool" + type: "Pooling" + bottom: "ch_concat_mixed_8_chconcat" + top: "AVE_pool_mixed_9_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_9_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_9_pool" + top: "mixed_9_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_9_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_9_tower_2_conv_conv2d" + top: "mixed_9_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_9_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_9_tower_2_conv_conv2d_bn" + top: "mixed_9_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_9_chconcat" + type: "Concat" + bottom: "mixed_9_conv_conv2d_relu" + bottom: "mixed_9_tower_mixed_conv_conv2d_relu" + bottom: "mixed_9_tower_mixed_conv_1_conv2d_relu" + bottom: "mixed_9_tower_1_mixed_conv_conv2d_relu" + bottom: "mixed_9_tower_1_mixed_conv_1_conv2d_relu" + bottom: "mixed_9_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_9_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_10_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_9_chconcat" + top: "mixed_10_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 320 + bias_term: false + pad: 0 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + kernel_h: 1 + kernel_w: 1 + } +} +layer { + name: "mixed_10_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_conv_conv2d" + top: "mixed_10_conv_conv2d_bn" + +} +layer { + name: "mixed_10_conv_relu" + type: "ReLU" + bottom: "mixed_10_conv_conv2d_bn" + top: "mixed_10_conv_conv2d_relu" +} +layer { + name: "mixed_10_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_9_chconcat" + top: "mixed_10_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_10_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_conv_conv2d" + top: "mixed_10_tower_conv_conv2d_bn" + +} +layer { + name: "mixed_10_tower_conv_relu" + type: "ReLU" + bottom: "mixed_10_tower_conv_conv2d_bn" + top: "mixed_10_tower_conv_conv2d_relu" +} +layer { + name: "mixed_10_tower_mixed_conv_conv2d" + type: "Convolution" + bottom: "mixed_10_tower_conv_conv2d_relu" + top: "mixed_10_tower_mixed_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 1 + kernel_h: 1 + kernel_w: 3 + } +} +layer { + name: "mixed_10_tower_mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_mixed_conv_conv2d" + top: "mixed_10_tower_mixed_conv_conv2d_bn" + +} +layer { + name: "mixed_10_tower_mixed_conv_relu" + type: "ReLU" + bottom: "mixed_10_tower_mixed_conv_conv2d_bn" + top: "mixed_10_tower_mixed_conv_conv2d_relu" +} +layer { + name: "mixed_10_tower_mixed_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_10_tower_conv_conv2d_relu" + top: "mixed_10_tower_mixed_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 1 + pad_w: 0 + kernel_h: 3 + kernel_w: 1 + } +} +layer { + name: "mixed_10_tower_mixed_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_mixed_conv_1_conv2d" + top: "mixed_10_tower_mixed_conv_1_conv2d_bn" + +} +layer { + name: "mixed_10_tower_mixed_conv_1_relu" + type: "ReLU" + bottom: "mixed_10_tower_mixed_conv_1_conv2d_bn" + top: "mixed_10_tower_mixed_conv_1_conv2d_relu" +} +layer { + name: "mixed_10_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_9_chconcat" + top: "mixed_10_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 448 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_10_tower_1_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_1_conv_conv2d" + top: "mixed_10_tower_1_conv_conv2d_bn" + +} +layer { + name: "mixed_10_tower_1_conv_relu" + type: "ReLU" + bottom: "mixed_10_tower_1_conv_conv2d_bn" + top: "mixed_10_tower_1_conv_conv2d_relu" +} +layer { + name: "mixed_10_tower_1_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_10_tower_1_conv_conv2d_relu" + top: "mixed_10_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_10_tower_1_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_1_conv_1_conv2d" + top: "mixed_10_tower_1_conv_1_conv2d_bn" + +} +layer { + name: "mixed_10_tower_1_conv_1_relu" + type: "ReLU" + bottom: "mixed_10_tower_1_conv_1_conv2d_bn" + top: "mixed_10_tower_1_conv_1_conv2d_relu" +} +layer { + name: "mixed_10_tower_1_mixed_conv_conv2d" + type: "Convolution" + bottom: "mixed_10_tower_1_conv_1_conv2d_relu" + top: "mixed_10_tower_1_mixed_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 0 + pad_w: 1 + kernel_h: 1 + kernel_w: 3 + } +} +layer { + name: "mixed_10_tower_1_mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_1_mixed_conv_conv2d" + top: "mixed_10_tower_1_mixed_conv_conv2d_bn" + +} +layer { + name: "mixed_10_tower_1_mixed_conv_relu" + type: "ReLU" + bottom: "mixed_10_tower_1_mixed_conv_conv2d_bn" + top: "mixed_10_tower_1_mixed_conv_conv2d_relu" +} +layer { + name: "mixed_10_tower_1_mixed_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_10_tower_1_conv_1_conv2d_relu" + top: "mixed_10_tower_1_mixed_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + pad_h: 1 + pad_w: 0 + kernel_h: 3 + kernel_w: 1 + } +} +layer { + name: "mixed_10_tower_1_mixed_conv_1_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_1_mixed_conv_1_conv2d" + top: "mixed_10_tower_1_mixed_conv_1_conv2d_bn" + +} +layer { + name: "mixed_10_tower_1_mixed_conv_1_relu" + type: "ReLU" + bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_bn" + top: "mixed_10_tower_1_mixed_conv_1_conv2d_relu" +} +layer { + name: "MAX_pool_mixed_10_pool" + type: "Pooling" + bottom: "ch_concat_mixed_9_chconcat" + top: "MAX_pool_mixed_10_pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_10_tower_2_conv_conv2d" + type: "Convolution" + bottom: "MAX_pool_mixed_10_pool" + top: "mixed_10_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "mixed_10_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_10_tower_2_conv_conv2d" + top: "mixed_10_tower_2_conv_conv2d_bn" + +} +layer { + name: "mixed_10_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_10_tower_2_conv_conv2d_bn" + top: "mixed_10_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_10_chconcat" + type: "Concat" + bottom: "mixed_10_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_10_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "global_pool" + type: "Pooling" + bottom: "ch_concat_mixed_10_chconcat" + top: "global_pool" + pooling_param { + pool: AVE + kernel_size: 8 + stride: 1 + pad: 0 + } +} +layer { + name: "drop" + type: "Dropout" + bottom: "global_pool" + top: "global_pool" + dropout_param { + dropout_ratio: 0.8 + } +} +layer { + name: "flatten" + type: "Flatten" + bottom: "global_pool" + top: "flatten" +} +layer { + name: "fc1" + type: "InnerProduct" + bottom: "flatten" + top: "fc1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "fc1" + top: "prob" +} + diff --git a/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt b/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt new file mode 100644 index 000000000..c27859541 --- /dev/null +++ b/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt @@ -0,0 +1,3402 @@ +name: "MOBILENET_V2" +# transform_param { +# scale: 0.017 +# mirror: false +# crop_size: 224 +# mean_value: [103.94,116.78,123.68] +# } +input: "data" +input_dim: 22 +input_dim: 3 +input_dim: 224 +input_dim: 224 + +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv1/bn" + type: "BatchNorm" + bottom: "conv1" + top: "conv1/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv1/scale" + type: "Scale" + bottom: "conv1/bn" + top: "conv1/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1/bn" + top: "conv1/bn" +} +layer { + name: "conv2_1/expand" + type: "Convolution" + bottom: "conv1/bn" + top: "conv2_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/expand/bn" + type: "BatchNorm" + bottom: "conv2_1/expand" + top: "conv2_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/expand/scale" + type: "Scale" + bottom: "conv2_1/expand/bn" + top: "conv2_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_1/expand" + type: "ReLU" + bottom: "conv2_1/expand/bn" + top: "conv2_1/expand/bn" +} +layer { + name: "conv2_1/dwise" + type: "Convolution" + bottom: "conv2_1/expand/bn" + top: "conv2_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + group: 32 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/dwise/bn" + type: "BatchNorm" + bottom: "conv2_1/dwise" + top: "conv2_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/dwise/scale" + type: "Scale" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_1/dwise" + type: "ReLU" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/dwise/bn" +} +layer { + name: "conv2_1/linear" + type: "Convolution" + bottom: "conv2_1/dwise/bn" + top: "conv2_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 16 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_1/linear/bn" + type: "BatchNorm" + bottom: "conv2_1/linear" + top: "conv2_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_1/linear/scale" + type: "Scale" + bottom: "conv2_1/linear/bn" + top: "conv2_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv2_2/expand" + type: "Convolution" + bottom: "conv2_1/linear/bn" + top: "conv2_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/expand/bn" + type: "BatchNorm" + bottom: "conv2_2/expand" + top: "conv2_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/expand/scale" + type: "Scale" + bottom: "conv2_2/expand/bn" + top: "conv2_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_2/expand" + type: "ReLU" + bottom: "conv2_2/expand/bn" + top: "conv2_2/expand/bn" +} +layer { + name: "conv2_2/dwise" + type: "Convolution" + bottom: "conv2_2/expand/bn" + top: "conv2_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + group: 96 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/dwise/bn" + type: "BatchNorm" + bottom: "conv2_2/dwise" + top: "conv2_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/dwise/scale" + type: "Scale" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu2_2/dwise" + type: "ReLU" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/dwise/bn" +} +layer { + name: "conv2_2/linear" + type: "Convolution" + bottom: "conv2_2/dwise/bn" + top: "conv2_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 24 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2_2/linear/bn" + type: "BatchNorm" + bottom: "conv2_2/linear" + top: "conv2_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv2_2/linear/scale" + type: "Scale" + bottom: "conv2_2/linear/bn" + top: "conv2_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv3_1/expand" + type: "Convolution" + bottom: "conv2_2/linear/bn" + top: "conv3_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/expand/bn" + type: "BatchNorm" + bottom: "conv3_1/expand" + top: "conv3_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/expand/scale" + type: "Scale" + bottom: "conv3_1/expand/bn" + top: "conv3_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_1/expand" + type: "ReLU" + bottom: "conv3_1/expand/bn" + top: "conv3_1/expand/bn" +} +layer { + name: "conv3_1/dwise" + type: "Convolution" + bottom: "conv3_1/expand/bn" + top: "conv3_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + pad: 1 + kernel_size: 3 + group: 144 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/dwise/bn" + type: "BatchNorm" + bottom: "conv3_1/dwise" + top: "conv3_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/dwise/scale" + type: "Scale" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_1/dwise" + type: "ReLU" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/dwise/bn" +} +layer { + name: "conv3_1/linear" + type: "Convolution" + bottom: "conv3_1/dwise/bn" + top: "conv3_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 24 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_1/linear/bn" + type: "BatchNorm" + bottom: "conv3_1/linear" + top: "conv3_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_1/linear/scale" + type: "Scale" + bottom: "conv3_1/linear/bn" + top: "conv3_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_3_1" + type: "Eltwise" + bottom: "conv2_2/linear/bn" + bottom: "conv3_1/linear/bn" + top: "block_3_1" +} +layer { + name: "conv3_2/expand" + type: "Convolution" + bottom: "block_3_1" + top: "conv3_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/expand/bn" + type: "BatchNorm" + bottom: "conv3_2/expand" + top: "conv3_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/expand/scale" + type: "Scale" + bottom: "conv3_2/expand/bn" + top: "conv3_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_2/expand" + type: "ReLU" + bottom: "conv3_2/expand/bn" + top: "conv3_2/expand/bn" +} +layer { + name: "conv3_2/dwise" + type: "Convolution" + bottom: "conv3_2/expand/bn" + top: "conv3_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 144 + bias_term: false + pad: 1 + kernel_size: 3 + group: 144 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/dwise/bn" + type: "BatchNorm" + bottom: "conv3_2/dwise" + top: "conv3_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/dwise/scale" + type: "Scale" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu3_2/dwise" + type: "ReLU" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/dwise/bn" +} +layer { + name: "conv3_2/linear" + type: "Convolution" + bottom: "conv3_2/dwise/bn" + top: "conv3_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3_2/linear/bn" + type: "BatchNorm" + bottom: "conv3_2/linear" + top: "conv3_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv3_2/linear/scale" + type: "Scale" + bottom: "conv3_2/linear/bn" + top: "conv3_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv4_1/expand" + type: "Convolution" + bottom: "conv3_2/linear/bn" + top: "conv4_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/expand/bn" + type: "BatchNorm" + bottom: "conv4_1/expand" + top: "conv4_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/expand/scale" + type: "Scale" + bottom: "conv4_1/expand/bn" + top: "conv4_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_1/expand" + type: "ReLU" + bottom: "conv4_1/expand/bn" + top: "conv4_1/expand/bn" +} +layer { + name: "conv4_1/dwise" + type: "Convolution" + bottom: "conv4_1/expand/bn" + top: "conv4_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/dwise/bn" + type: "BatchNorm" + bottom: "conv4_1/dwise" + top: "conv4_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/dwise/scale" + type: "Scale" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_1/dwise" + type: "ReLU" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/dwise/bn" +} +layer { + name: "conv4_1/linear" + type: "Convolution" + bottom: "conv4_1/dwise/bn" + top: "conv4_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_1/linear/bn" + type: "BatchNorm" + bottom: "conv4_1/linear" + top: "conv4_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_1/linear/scale" + type: "Scale" + bottom: "conv4_1/linear/bn" + top: "conv4_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_1" + type: "Eltwise" + bottom: "conv3_2/linear/bn" + bottom: "conv4_1/linear/bn" + top: "block_4_1" +} +layer { + name: "conv4_2/expand" + type: "Convolution" + bottom: "block_4_1" + top: "conv4_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/expand/bn" + type: "BatchNorm" + bottom: "conv4_2/expand" + top: "conv4_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/expand/scale" + type: "Scale" + bottom: "conv4_2/expand/bn" + top: "conv4_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_2/expand" + type: "ReLU" + bottom: "conv4_2/expand/bn" + top: "conv4_2/expand/bn" +} +layer { + name: "conv4_2/dwise" + type: "Convolution" + bottom: "conv4_2/expand/bn" + top: "conv4_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/dwise/bn" + type: "BatchNorm" + bottom: "conv4_2/dwise" + top: "conv4_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/dwise/scale" + type: "Scale" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_2/dwise" + type: "ReLU" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/dwise/bn" +} +layer { + name: "conv4_2/linear" + type: "Convolution" + bottom: "conv4_2/dwise/bn" + top: "conv4_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 32 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_2/linear/bn" + type: "BatchNorm" + bottom: "conv4_2/linear" + top: "conv4_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_2/linear/scale" + type: "Scale" + bottom: "conv4_2/linear/bn" + top: "conv4_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_2" + type: "Eltwise" + bottom: "block_4_1" + bottom: "conv4_2/linear/bn" + top: "block_4_2" +} +layer { + name: "conv4_3/expand" + type: "Convolution" + bottom: "block_4_2" + top: "conv4_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/expand/bn" + type: "BatchNorm" + bottom: "conv4_3/expand" + top: "conv4_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/expand/scale" + type: "Scale" + bottom: "conv4_3/expand/bn" + top: "conv4_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_3/expand" + type: "ReLU" + bottom: "conv4_3/expand/bn" + top: "conv4_3/expand/bn" +} +layer { + name: "conv4_3/dwise" + type: "Convolution" + bottom: "conv4_3/expand/bn" + top: "conv4_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 192 + bias_term: false + pad: 1 + kernel_size: 3 + group: 192 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/dwise/bn" + type: "BatchNorm" + bottom: "conv4_3/dwise" + top: "conv4_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/dwise/scale" + type: "Scale" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_3/dwise" + type: "ReLU" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/dwise/bn" +} +layer { + name: "conv4_3/linear" + type: "Convolution" + bottom: "conv4_3/dwise/bn" + top: "conv4_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_3/linear/bn" + type: "BatchNorm" + bottom: "conv4_3/linear" + top: "conv4_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_3/linear/scale" + type: "Scale" + bottom: "conv4_3/linear/bn" + top: "conv4_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv4_4/expand" + type: "Convolution" + bottom: "conv4_3/linear/bn" + top: "conv4_4/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/expand/bn" + type: "BatchNorm" + bottom: "conv4_4/expand" + top: "conv4_4/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/expand/scale" + type: "Scale" + bottom: "conv4_4/expand/bn" + top: "conv4_4/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_4/expand" + type: "ReLU" + bottom: "conv4_4/expand/bn" + top: "conv4_4/expand/bn" +} +layer { + name: "conv4_4/dwise" + type: "Convolution" + bottom: "conv4_4/expand/bn" + top: "conv4_4/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/dwise/bn" + type: "BatchNorm" + bottom: "conv4_4/dwise" + top: "conv4_4/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/dwise/scale" + type: "Scale" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_4/dwise" + type: "ReLU" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/dwise/bn" +} +layer { + name: "conv4_4/linear" + type: "Convolution" + bottom: "conv4_4/dwise/bn" + top: "conv4_4/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_4/linear/bn" + type: "BatchNorm" + bottom: "conv4_4/linear" + top: "conv4_4/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_4/linear/scale" + type: "Scale" + bottom: "conv4_4/linear/bn" + top: "conv4_4/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_4" + type: "Eltwise" + bottom: "conv4_3/linear/bn" + bottom: "conv4_4/linear/bn" + top: "block_4_4" +} +layer { + name: "conv4_5/expand" + type: "Convolution" + bottom: "block_4_4" + top: "conv4_5/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/expand/bn" + type: "BatchNorm" + bottom: "conv4_5/expand" + top: "conv4_5/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/expand/scale" + type: "Scale" + bottom: "conv4_5/expand/bn" + top: "conv4_5/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_5/expand" + type: "ReLU" + bottom: "conv4_5/expand/bn" + top: "conv4_5/expand/bn" +} +layer { + name: "conv4_5/dwise" + type: "Convolution" + bottom: "conv4_5/expand/bn" + top: "conv4_5/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/dwise/bn" + type: "BatchNorm" + bottom: "conv4_5/dwise" + top: "conv4_5/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/dwise/scale" + type: "Scale" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_5/dwise" + type: "ReLU" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/dwise/bn" +} +layer { + name: "conv4_5/linear" + type: "Convolution" + bottom: "conv4_5/dwise/bn" + top: "conv4_5/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_5/linear/bn" + type: "BatchNorm" + bottom: "conv4_5/linear" + top: "conv4_5/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_5/linear/scale" + type: "Scale" + bottom: "conv4_5/linear/bn" + top: "conv4_5/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_5" + type: "Eltwise" + bottom: "block_4_4" + bottom: "conv4_5/linear/bn" + top: "block_4_5" +} +layer { + name: "conv4_6/expand" + type: "Convolution" + bottom: "block_4_5" + top: "conv4_6/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/expand/bn" + type: "BatchNorm" + bottom: "conv4_6/expand" + top: "conv4_6/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/expand/scale" + type: "Scale" + bottom: "conv4_6/expand/bn" + top: "conv4_6/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_6/expand" + type: "ReLU" + bottom: "conv4_6/expand/bn" + top: "conv4_6/expand/bn" +} +layer { + name: "conv4_6/dwise" + type: "Convolution" + bottom: "conv4_6/expand/bn" + top: "conv4_6/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/dwise/bn" + type: "BatchNorm" + bottom: "conv4_6/dwise" + top: "conv4_6/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/dwise/scale" + type: "Scale" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_6/dwise" + type: "ReLU" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/dwise/bn" +} +layer { + name: "conv4_6/linear" + type: "Convolution" + bottom: "conv4_6/dwise/bn" + top: "conv4_6/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_6/linear/bn" + type: "BatchNorm" + bottom: "conv4_6/linear" + top: "conv4_6/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_6/linear/scale" + type: "Scale" + bottom: "conv4_6/linear/bn" + top: "conv4_6/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_4_6" + type: "Eltwise" + bottom: "block_4_5" + bottom: "conv4_6/linear/bn" + top: "block_4_6" +} +layer { + name: "conv4_7/expand" + type: "Convolution" + bottom: "block_4_6" + top: "conv4_7/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/expand/bn" + type: "BatchNorm" + bottom: "conv4_7/expand" + top: "conv4_7/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/expand/scale" + type: "Scale" + bottom: "conv4_7/expand/bn" + top: "conv4_7/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_7/expand" + type: "ReLU" + bottom: "conv4_7/expand/bn" + top: "conv4_7/expand/bn" +} +layer { + name: "conv4_7/dwise" + type: "Convolution" + bottom: "conv4_7/expand/bn" + top: "conv4_7/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 1 + kernel_size: 3 + group: 384 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/dwise/bn" + type: "BatchNorm" + bottom: "conv4_7/dwise" + top: "conv4_7/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/dwise/scale" + type: "Scale" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu4_7/dwise" + type: "ReLU" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/dwise/bn" +} +layer { + name: "conv4_7/linear" + type: "Convolution" + bottom: "conv4_7/dwise/bn" + top: "conv4_7/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4_7/linear/bn" + type: "BatchNorm" + bottom: "conv4_7/linear" + top: "conv4_7/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv4_7/linear/scale" + type: "Scale" + bottom: "conv4_7/linear/bn" + top: "conv4_7/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv5_1/expand" + type: "Convolution" + bottom: "conv4_7/linear/bn" + top: "conv5_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/expand/bn" + type: "BatchNorm" + bottom: "conv5_1/expand" + top: "conv5_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/expand/scale" + type: "Scale" + bottom: "conv5_1/expand/bn" + top: "conv5_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_1/expand" + type: "ReLU" + bottom: "conv5_1/expand/bn" + top: "conv5_1/expand/bn" +} +layer { + name: "conv5_1/dwise" + type: "Convolution" + bottom: "conv5_1/expand/bn" + top: "conv5_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/dwise/bn" + type: "BatchNorm" + bottom: "conv5_1/dwise" + top: "conv5_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/dwise/scale" + type: "Scale" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_1/dwise" + type: "ReLU" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/dwise/bn" +} +layer { + name: "conv5_1/linear" + type: "Convolution" + bottom: "conv5_1/dwise/bn" + top: "conv5_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_1/linear/bn" + type: "BatchNorm" + bottom: "conv5_1/linear" + top: "conv5_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_1/linear/scale" + type: "Scale" + bottom: "conv5_1/linear/bn" + top: "conv5_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_5_1" + type: "Eltwise" + bottom: "conv4_7/linear/bn" + bottom: "conv5_1/linear/bn" + top: "block_5_1" +} +layer { + name: "conv5_2/expand" + type: "Convolution" + bottom: "block_5_1" + top: "conv5_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/expand/bn" + type: "BatchNorm" + bottom: "conv5_2/expand" + top: "conv5_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/expand/scale" + type: "Scale" + bottom: "conv5_2/expand/bn" + top: "conv5_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_2/expand" + type: "ReLU" + bottom: "conv5_2/expand/bn" + top: "conv5_2/expand/bn" +} +layer { + name: "conv5_2/dwise" + type: "Convolution" + bottom: "conv5_2/expand/bn" + top: "conv5_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/dwise/bn" + type: "BatchNorm" + bottom: "conv5_2/dwise" + top: "conv5_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/dwise/scale" + type: "Scale" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_2/dwise" + type: "ReLU" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/dwise/bn" +} +layer { + name: "conv5_2/linear" + type: "Convolution" + bottom: "conv5_2/dwise/bn" + top: "conv5_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 96 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_2/linear/bn" + type: "BatchNorm" + bottom: "conv5_2/linear" + top: "conv5_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_2/linear/scale" + type: "Scale" + bottom: "conv5_2/linear/bn" + top: "conv5_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_5_2" + type: "Eltwise" + bottom: "block_5_1" + bottom: "conv5_2/linear/bn" + top: "block_5_2" +} +layer { + name: "conv5_3/expand" + type: "Convolution" + bottom: "block_5_2" + top: "conv5_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/expand/bn" + type: "BatchNorm" + bottom: "conv5_3/expand" + top: "conv5_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/expand/scale" + type: "Scale" + bottom: "conv5_3/expand/bn" + top: "conv5_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_3/expand" + type: "ReLU" + bottom: "conv5_3/expand/bn" + top: "conv5_3/expand/bn" +} +layer { + name: "conv5_3/dwise" + type: "Convolution" + bottom: "conv5_3/expand/bn" + top: "conv5_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 576 + bias_term: false + pad: 1 + kernel_size: 3 + group: 576 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/dwise/bn" + type: "BatchNorm" + bottom: "conv5_3/dwise" + top: "conv5_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/dwise/scale" + type: "Scale" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu5_3/dwise" + type: "ReLU" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/dwise/bn" +} +layer { + name: "conv5_3/linear" + type: "Convolution" + bottom: "conv5_3/dwise/bn" + top: "conv5_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5_3/linear/bn" + type: "BatchNorm" + bottom: "conv5_3/linear" + top: "conv5_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv5_3/linear/scale" + type: "Scale" + bottom: "conv5_3/linear/bn" + top: "conv5_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv6_1/expand" + type: "Convolution" + bottom: "conv5_3/linear/bn" + top: "conv6_1/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/expand/bn" + type: "BatchNorm" + bottom: "conv6_1/expand" + top: "conv6_1/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/expand/scale" + type: "Scale" + bottom: "conv6_1/expand/bn" + top: "conv6_1/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_1/expand" + type: "ReLU" + bottom: "conv6_1/expand/bn" + top: "conv6_1/expand/bn" +} +layer { + name: "conv6_1/dwise" + type: "Convolution" + bottom: "conv6_1/expand/bn" + top: "conv6_1/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/dwise/bn" + type: "BatchNorm" + bottom: "conv6_1/dwise" + top: "conv6_1/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/dwise/scale" + type: "Scale" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_1/dwise" + type: "ReLU" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/dwise/bn" +} +layer { + name: "conv6_1/linear" + type: "Convolution" + bottom: "conv6_1/dwise/bn" + top: "conv6_1/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_1/linear/bn" + type: "BatchNorm" + bottom: "conv6_1/linear" + top: "conv6_1/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_1/linear/scale" + type: "Scale" + bottom: "conv6_1/linear/bn" + top: "conv6_1/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_6_1" + type: "Eltwise" + bottom: "conv5_3/linear/bn" + bottom: "conv6_1/linear/bn" + top: "block_6_1" +} +layer { + name: "conv6_2/expand" + type: "Convolution" + bottom: "block_6_1" + top: "conv6_2/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/expand/bn" + type: "BatchNorm" + bottom: "conv6_2/expand" + top: "conv6_2/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/expand/scale" + type: "Scale" + bottom: "conv6_2/expand/bn" + top: "conv6_2/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_2/expand" + type: "ReLU" + bottom: "conv6_2/expand/bn" + top: "conv6_2/expand/bn" +} +layer { + name: "conv6_2/dwise" + type: "Convolution" + bottom: "conv6_2/expand/bn" + top: "conv6_2/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/dwise/bn" + type: "BatchNorm" + bottom: "conv6_2/dwise" + top: "conv6_2/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/dwise/scale" + type: "Scale" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_2/dwise" + type: "ReLU" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/dwise/bn" +} +layer { + name: "conv6_2/linear" + type: "Convolution" + bottom: "conv6_2/dwise/bn" + top: "conv6_2/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 160 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_2/linear/bn" + type: "BatchNorm" + bottom: "conv6_2/linear" + top: "conv6_2/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_2/linear/scale" + type: "Scale" + bottom: "conv6_2/linear/bn" + top: "conv6_2/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "block_6_2" + type: "Eltwise" + bottom: "block_6_1" + bottom: "conv6_2/linear/bn" + top: "block_6_2" +} +layer { + name: "conv6_3/expand" + type: "Convolution" + bottom: "block_6_2" + top: "conv6_3/expand" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/expand/bn" + type: "BatchNorm" + bottom: "conv6_3/expand" + top: "conv6_3/expand/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/expand/scale" + type: "Scale" + bottom: "conv6_3/expand/bn" + top: "conv6_3/expand/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_3/expand" + type: "ReLU" + bottom: "conv6_3/expand/bn" + top: "conv6_3/expand/bn" +} +layer { + name: "conv6_3/dwise" + type: "Convolution" + bottom: "conv6_3/expand/bn" + top: "conv6_3/dwise" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 960 + bias_term: false + pad: 1 + kernel_size: 3 + group: 960 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/dwise/bn" + type: "BatchNorm" + bottom: "conv6_3/dwise" + top: "conv6_3/dwise/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/dwise/scale" + type: "Scale" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/dwise/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_3/dwise" + type: "ReLU" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/dwise/bn" +} +layer { + name: "conv6_3/linear" + type: "Convolution" + bottom: "conv6_3/dwise/bn" + top: "conv6_3/linear" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 320 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_3/linear/bn" + type: "BatchNorm" + bottom: "conv6_3/linear" + top: "conv6_3/linear/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_3/linear/scale" + type: "Scale" + bottom: "conv6_3/linear/bn" + top: "conv6_3/linear/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "conv6_4" + type: "Convolution" + bottom: "conv6_3/linear/bn" + top: "conv6_4" + param { + lr_mult: 1 + decay_mult: 1 + } + convolution_param { + num_output: 1280 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6_4/bn" + type: "BatchNorm" + bottom: "conv6_4" + top: "conv6_4/bn" + 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 + eps: 1e-5 + } +} +layer { + name: "conv6_4/scale" + type: "Scale" + bottom: "conv6_4/bn" + top: "conv6_4/bn" + param { + lr_mult: 1 + decay_mult: 0 + } + param { + lr_mult: 1 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "relu6_4" + type: "ReLU" + bottom: "conv6_4/bn" + top: "conv6_4/bn" +} +layer { + name: "pool6" + type: "Pooling" + bottom: "conv6_4/bn" + top: "pool6" + pooling_param { + pool: AVE + global_pooling: true + } +} +layer { + name: "fc7" + type: "Convolution" + bottom: "pool6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1000 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "fc7" + top: "prob" +} + diff --git a/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt b/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt new file mode 100644 index 000000000..1fd156d98 --- /dev/null +++ b/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt @@ -0,0 +1,3009 @@ +name: "ResNet-50" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + shape: { dim: 50 dim: 3 dim: 224 dim: 224 } + data_filler { + type: "constant" + value: 0.01 + } + } +} + + +layer { + bottom: "data" + top: "conv1" + name: "conv1" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 7 + pad: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "conv1" + top: "conv1" + name: "bn_conv1" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "conv1" + top: "conv1" + name: "scale_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "conv1" + top: "conv1" + name: "conv1_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "conv1" + top: "pool1" + name: "pool1" + type: "Pooling" + pooling_param { + + kernel_size: 3 + stride: 2 + pool: MAX + } +} + +layer { + bottom: "pool1" + top: "res2a_branch1" + name: "res2a_branch1" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2a_branch1" + top: "res2a_branch1" + name: "bn2a_branch1" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2a_branch1" + top: "res2a_branch1" + name: "scale2a_branch1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "pool1" + top: "res2a_branch2a" + name: "res2a_branch2a" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2a" + name: "bn2a_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2a" + name: "scale2a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2a" + name: "res2a_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2b" + name: "res2a_branch2b" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2b" + name: "bn2a_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2b" + name: "scale2a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2b" + name: "res2a_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2c" + name: "res2a_branch2c" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2a_branch2c" + top: "res2a_branch2c" + name: "bn2a_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2a_branch2c" + top: "res2a_branch2c" + name: "scale2a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2a_branch1" + bottom: "res2a_branch2c" + top: "res2a" + name: "res2a" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res2a" + top: "res2a" + name: "res2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2a" + top: "res2b_branch2a" + name: "res2b_branch2a" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2a" + name: "bn2b_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2a" + name: "scale2b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2a" + name: "res2b_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2b" + name: "res2b_branch2b" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2b" + name: "bn2b_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2b" + name: "scale2b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2b" + name: "res2b_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2c" + name: "res2b_branch2c" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2b_branch2c" + top: "res2b_branch2c" + name: "bn2b_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2b_branch2c" + top: "res2b_branch2c" + name: "scale2b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2a" + bottom: "res2b_branch2c" + top: "res2b" + name: "res2b" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res2b" + top: "res2b" + name: "res2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2b" + top: "res2c_branch2a" + name: "res2c_branch2a" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2a" + name: "bn2c_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2a" + name: "scale2c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2a" + name: "res2c_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2b" + name: "res2c_branch2b" + type: "Convolution" + convolution_param { + + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2b" + name: "bn2c_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2b" + name: "scale2c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2b" + name: "res2c_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2c" + name: "res2c_branch2c" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res2c_branch2c" + top: "res2c_branch2c" + name: "bn2c_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res2c_branch2c" + top: "res2c_branch2c" + name: "scale2c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2b" + bottom: "res2c_branch2c" + top: "res2c" + name: "res2c" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res2c" + top: "res2c" + name: "res2c_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res2c" + top: "res3a_branch1" + name: "res3a_branch1" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3a_branch1" + top: "res3a_branch1" + name: "bn3a_branch1" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3a_branch1" + top: "res3a_branch1" + name: "scale3a_branch1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res2c" + top: "res3a_branch2a" + name: "res3a_branch2a" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2a" + name: "bn3a_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2a" + name: "scale3a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2a" + name: "res3a_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2b" + name: "res3a_branch2b" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2b" + name: "bn3a_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2b" + name: "scale3a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2b" + name: "res3a_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2c" + name: "res3a_branch2c" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3a_branch2c" + top: "res3a_branch2c" + name: "bn3a_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3a_branch2c" + top: "res3a_branch2c" + name: "scale3a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3a_branch1" + bottom: "res3a_branch2c" + top: "res3a" + name: "res3a" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res3a" + top: "res3a" + name: "res3a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3a" + top: "res3b_branch2a" + name: "res3b_branch2a" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3b_branch2a" + top: "res3b_branch2a" + name: "bn3b_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3b_branch2a" + top: "res3b_branch2a" + name: "scale3b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3b_branch2a" + top: "res3b_branch2a" + name: "res3b_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3b_branch2a" + top: "res3b_branch2b" + name: "res3b_branch2b" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3b_branch2b" + top: "res3b_branch2b" + name: "bn3b_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3b_branch2b" + top: "res3b_branch2b" + name: "scale3b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3b_branch2b" + top: "res3b_branch2b" + name: "res3b_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3b_branch2b" + top: "res3b_branch2c" + name: "res3b_branch2c" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3b_branch2c" + top: "res3b_branch2c" + name: "bn3b_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3b_branch2c" + top: "res3b_branch2c" + name: "scale3b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3a" + bottom: "res3b_branch2c" + top: "res3b" + name: "res3b" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res3b" + top: "res3b" + name: "res3b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3b" + top: "res3c_branch2a" + name: "res3c_branch2a" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3c_branch2a" + top: "res3c_branch2a" + name: "bn3c_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3c_branch2a" + top: "res3c_branch2a" + name: "scale3c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3c_branch2a" + top: "res3c_branch2a" + name: "res3c_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3c_branch2a" + top: "res3c_branch2b" + name: "res3c_branch2b" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3c_branch2b" + top: "res3c_branch2b" + name: "bn3c_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3c_branch2b" + top: "res3c_branch2b" + name: "scale3c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3c_branch2b" + top: "res3c_branch2b" + name: "res3c_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3c_branch2b" + top: "res3c_branch2c" + name: "res3c_branch2c" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3c_branch2c" + top: "res3c_branch2c" + name: "bn3c_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3c_branch2c" + top: "res3c_branch2c" + name: "scale3c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3b" + bottom: "res3c_branch2c" + top: "res3c" + name: "res3c" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res3c" + top: "res3c" + name: "res3c_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3c" + top: "res3d_branch2a" + name: "res3d_branch2a" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3d_branch2a" + top: "res3d_branch2a" + name: "bn3d_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3d_branch2a" + top: "res3d_branch2a" + name: "scale3d_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3d_branch2a" + top: "res3d_branch2a" + name: "res3d_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3d_branch2a" + top: "res3d_branch2b" + name: "res3d_branch2b" + type: "Convolution" + convolution_param { + + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3d_branch2b" + top: "res3d_branch2b" + name: "bn3d_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3d_branch2b" + top: "res3d_branch2b" + name: "scale3d_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3d_branch2b" + top: "res3d_branch2b" + name: "res3d_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3d_branch2b" + top: "res3d_branch2c" + name: "res3d_branch2c" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res3d_branch2c" + top: "res3d_branch2c" + name: "bn3d_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res3d_branch2c" + top: "res3d_branch2c" + name: "scale3d_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3c" + bottom: "res3d_branch2c" + top: "res3d" + name: "res3d" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res3d" + top: "res3d" + name: "res3d_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res3d" + top: "res4a_branch1" + name: "res4a_branch1" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4a_branch1" + top: "res4a_branch1" + name: "bn4a_branch1" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4a_branch1" + top: "res4a_branch1" + name: "scale4a_branch1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res3d" + top: "res4a_branch2a" + name: "res4a_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2a" + name: "bn4a_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2a" + name: "scale4a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2a" + name: "res4a_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2b" + name: "res4a_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2b" + name: "bn4a_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2b" + name: "scale4a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2b" + name: "res4a_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2c" + name: "res4a_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4a_branch2c" + top: "res4a_branch2c" + name: "bn4a_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4a_branch2c" + top: "res4a_branch2c" + name: "scale4a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4a_branch1" + bottom: "res4a_branch2c" + top: "res4a" + name: "res4a" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4a" + top: "res4a" + name: "res4a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4a" + top: "res4b_branch2a" + name: "res4b_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4b_branch2a" + top: "res4b_branch2a" + name: "bn4b_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4b_branch2a" + top: "res4b_branch2a" + name: "scale4b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4b_branch2a" + top: "res4b_branch2a" + name: "res4b_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4b_branch2a" + top: "res4b_branch2b" + name: "res4b_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4b_branch2b" + top: "res4b_branch2b" + name: "bn4b_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4b_branch2b" + top: "res4b_branch2b" + name: "scale4b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4b_branch2b" + top: "res4b_branch2b" + name: "res4b_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4b_branch2b" + top: "res4b_branch2c" + name: "res4b_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4b_branch2c" + top: "res4b_branch2c" + name: "bn4b_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4b_branch2c" + top: "res4b_branch2c" + name: "scale4b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4a" + bottom: "res4b_branch2c" + top: "res4b" + name: "res4b" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4b" + top: "res4b" + name: "res4b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4b" + top: "res4c_branch2a" + name: "res4c_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4c_branch2a" + top: "res4c_branch2a" + name: "bn4c_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4c_branch2a" + top: "res4c_branch2a" + name: "scale4c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4c_branch2a" + top: "res4c_branch2a" + name: "res4c_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4c_branch2a" + top: "res4c_branch2b" + name: "res4c_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4c_branch2b" + top: "res4c_branch2b" + name: "bn4c_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4c_branch2b" + top: "res4c_branch2b" + name: "scale4c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4c_branch2b" + top: "res4c_branch2b" + name: "res4c_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4c_branch2b" + top: "res4c_branch2c" + name: "res4c_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4c_branch2c" + top: "res4c_branch2c" + name: "bn4c_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4c_branch2c" + top: "res4c_branch2c" + name: "scale4c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4b" + bottom: "res4c_branch2c" + top: "res4c" + name: "res4c" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4c" + top: "res4c" + name: "res4c_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4c" + top: "res4d_branch2a" + name: "res4d_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4d_branch2a" + top: "res4d_branch2a" + name: "bn4d_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4d_branch2a" + top: "res4d_branch2a" + name: "scale4d_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4d_branch2a" + top: "res4d_branch2a" + name: "res4d_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4d_branch2a" + top: "res4d_branch2b" + name: "res4d_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4d_branch2b" + top: "res4d_branch2b" + name: "bn4d_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4d_branch2b" + top: "res4d_branch2b" + name: "scale4d_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4d_branch2b" + top: "res4d_branch2b" + name: "res4d_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4d_branch2b" + top: "res4d_branch2c" + name: "res4d_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4d_branch2c" + top: "res4d_branch2c" + name: "bn4d_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4d_branch2c" + top: "res4d_branch2c" + name: "scale4d_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4c" + bottom: "res4d_branch2c" + top: "res4d" + name: "res4d" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4d" + top: "res4d" + name: "res4d_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4d" + top: "res4e_branch2a" + name: "res4e_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4e_branch2a" + top: "res4e_branch2a" + name: "bn4e_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4e_branch2a" + top: "res4e_branch2a" + name: "scale4e_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4e_branch2a" + top: "res4e_branch2a" + name: "res4e_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4e_branch2a" + top: "res4e_branch2b" + name: "res4e_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4e_branch2b" + top: "res4e_branch2b" + name: "bn4e_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4e_branch2b" + top: "res4e_branch2b" + name: "scale4e_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4e_branch2b" + top: "res4e_branch2b" + name: "res4e_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4e_branch2b" + top: "res4e_branch2c" + name: "res4e_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4e_branch2c" + top: "res4e_branch2c" + name: "bn4e_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4e_branch2c" + top: "res4e_branch2c" + name: "scale4e_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4d" + bottom: "res4e_branch2c" + top: "res4e" + name: "res4e" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4e" + top: "res4e" + name: "res4e_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4e" + top: "res4f_branch2a" + name: "res4f_branch2a" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4f_branch2a" + top: "res4f_branch2a" + name: "bn4f_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4f_branch2a" + top: "res4f_branch2a" + name: "scale4f_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4f_branch2a" + top: "res4f_branch2a" + name: "res4f_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4f_branch2a" + top: "res4f_branch2b" + name: "res4f_branch2b" + type: "Convolution" + convolution_param { + + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4f_branch2b" + top: "res4f_branch2b" + name: "bn4f_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4f_branch2b" + top: "res4f_branch2b" + name: "scale4f_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4f_branch2b" + top: "res4f_branch2b" + name: "res4f_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4f_branch2b" + top: "res4f_branch2c" + name: "res4f_branch2c" + type: "Convolution" + convolution_param { + + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res4f_branch2c" + top: "res4f_branch2c" + name: "bn4f_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res4f_branch2c" + top: "res4f_branch2c" + name: "scale4f_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4e" + bottom: "res4f_branch2c" + top: "res4f" + name: "res4f" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res4f" + top: "res4f" + name: "res4f_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res4f" + top: "res5a_branch1" + name: "res5a_branch1" + type: "Convolution" + convolution_param { + + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5a_branch1" + top: "res5a_branch1" + name: "bn5a_branch1" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5a_branch1" + top: "res5a_branch1" + name: "scale5a_branch1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res4f" + top: "res5a_branch2a" + name: "res5a_branch2a" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2a" + name: "bn5a_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2a" + name: "scale5a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2a" + name: "res5a_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2b" + name: "res5a_branch2b" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2b" + name: "bn5a_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2b" + name: "scale5a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2b" + name: "res5a_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2c" + name: "res5a_branch2c" + type: "Convolution" + convolution_param { + + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5a_branch2c" + top: "res5a_branch2c" + name: "bn5a_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5a_branch2c" + top: "res5a_branch2c" + name: "scale5a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5a_branch1" + bottom: "res5a_branch2c" + top: "res5a" + name: "res5a" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res5a" + top: "res5a" + name: "res5a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5a" + top: "res5b_branch2a" + name: "res5b_branch2a" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2a" + name: "bn5b_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2a" + name: "scale5b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2a" + name: "res5b_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2b" + name: "res5b_branch2b" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2b" + name: "bn5b_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2b" + name: "scale5b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2b" + name: "res5b_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2c" + name: "res5b_branch2c" + type: "Convolution" + convolution_param { + + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5b_branch2c" + top: "res5b_branch2c" + name: "bn5b_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5b_branch2c" + top: "res5b_branch2c" + name: "scale5b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5a" + bottom: "res5b_branch2c" + top: "res5b" + name: "res5b" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res5b" + top: "res5b" + name: "res5b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5b" + top: "res5c_branch2a" + name: "res5c_branch2a" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2a" + name: "bn5c_branch2a" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2a" + name: "scale5c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2a" + name: "res5c_branch2a_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2b" + name: "res5c_branch2b" + type: "Convolution" + convolution_param { + + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2b" + name: "bn5c_branch2b" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2b" + name: "scale5c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2b" + name: "res5c_branch2b_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2c" + name: "res5c_branch2c" + type: "Convolution" + convolution_param { + + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} + +layer { + bottom: "res5c_branch2c" + top: "res5c_branch2c" + name: "bn5c_branch2c" + type: "BatchNorm" + batch_norm_param { + + + } +} + +layer { + bottom: "res5c_branch2c" + top: "res5c_branch2c" + name: "scale5c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + bottom: "res5b" + bottom: "res5c_branch2c" + top: "res5c" + name: "res5c" + type: "Eltwise" + eltwise_param { + + } +} + +layer { + bottom: "res5c" + top: "res5c" + name: "res5c_relu" + type: "ReLU" + relu_param { + + } +} + +layer { + bottom: "res5c" + top: "pool5" + name: "pool5" + type: "Pooling" + pooling_param { + + kernel_size: 7 + stride: 1 + pool: AVE + } +} + +layer { + bottom: "pool5" + top: "fc1000" + name: "fc1000" + type: "InnerProduct" + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + bottom: "fc1000" + top: "prob" + name: "prob" + type: "Softmax" +} + diff --git a/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt b/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt new file mode 100644 index 000000000..9be711c09 --- /dev/null +++ b/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt @@ -0,0 +1,2475 @@ +name: "ResNeXt-50" + +layer { + name: "data" + type: "Input" + top: "data" + input_param { shape: { dim: 1 dim: 3 dim: 224 dim: 224 } } +} + +layer { + name: "bn_data" + type: "BatchNorm" + bottom: "data" + top: "data" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_bn_data" + bottom: "data" + top: "data" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "conv0" + type: "Convolution" + bottom: "data" + top: "conv0" + convolution_param { + num_output: 64 + kernel_size: 7 + stride: 2 + pad: 3 + bias_term: false + } +} + +layer { + name: "bn0" + type: "BatchNorm" + bottom: "conv0" + top: "conv0" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_bn0" + bottom: "conv0" + top: "conv0" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "relu0" + type: "ReLU" + bottom: "conv0" + top: "conv0" +} + +layer { + name: "pooling0" + type: "Pooling" + bottom: "conv0" + top: "pooling0" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} + +layer { + name: "stage1_unit1_conv1" + type: "Convolution" + bottom: "pooling0" + top: "stage1_unit1_conv1" + convolution_param { + num_output: 128 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit1_bn1" + type: "BatchNorm" + bottom: "stage1_unit1_conv1" + top: "stage1_unit1_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit1_bn1" + bottom: "stage1_unit1_conv1" + top: "stage1_unit1_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit1_relu1" + type: "ReLU" + bottom: "stage1_unit1_conv1" + top: "stage1_unit1_conv1" +} + +layer { + name: "stage1_unit1_conv2" + type: "Convolution" + bottom: "stage1_unit1_conv1" + top: "stage1_unit1_conv2" + convolution_param { + num_output: 128 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage1_unit1_bn2" + type: "BatchNorm" + bottom: "stage1_unit1_conv2" + top: "stage1_unit1_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit1_bn2" + bottom: "stage1_unit1_conv2" + top: "stage1_unit1_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit1_relu2" + type: "ReLU" + bottom: "stage1_unit1_conv2" + top: "stage1_unit1_conv2" +} + +layer { + name: "stage1_unit1_conv3" + type: "Convolution" + bottom: "stage1_unit1_conv2" + top: "stage1_unit1_conv3" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit1_bn3" + type: "BatchNorm" + bottom: "stage1_unit1_conv3" + top: "stage1_unit1_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit1_bn3" + bottom: "stage1_unit1_conv3" + top: "stage1_unit1_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit1_sc" + type: "Convolution" + bottom: "pooling0" + top: "stage1_unit1_sc" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit1_sc_bn" + type: "BatchNorm" + bottom: "stage1_unit1_sc" + top: "stage1_unit1_sc" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit1_sc_bn" + bottom: "stage1_unit1_sc" + top: "stage1_unit1_sc" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit1_plus" + type: "Eltwise" + bottom: "stage1_unit1_sc" + bottom: "stage1_unit1_conv3" + top: "stage1_unit1_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage1_unit1_relu" + type: "ReLU" + bottom: "stage1_unit1_plus" + top: "stage1_unit1_plus" +} + +layer { + name: "stage1_unit2_conv1" + type: "Convolution" + bottom: "stage1_unit1_plus" + top: "stage1_unit2_conv1" + convolution_param { + num_output: 128 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit2_bn1" + type: "BatchNorm" + bottom: "stage1_unit2_conv1" + top: "stage1_unit2_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit2_bn1" + bottom: "stage1_unit2_conv1" + top: "stage1_unit2_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit2_relu1" + type: "ReLU" + bottom: "stage1_unit2_conv1" + top: "stage1_unit2_conv1" +} + +layer { + name: "stage1_unit2_conv2" + type: "Convolution" + bottom: "stage1_unit2_conv1" + top: "stage1_unit2_conv2" + convolution_param { + num_output: 128 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage1_unit2_bn2" + type: "BatchNorm" + bottom: "stage1_unit2_conv2" + top: "stage1_unit2_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit2_bn2" + bottom: "stage1_unit2_conv2" + top: "stage1_unit2_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit2_relu2" + type: "ReLU" + bottom: "stage1_unit2_conv2" + top: "stage1_unit2_conv2" +} + +layer { + name: "stage1_unit2_conv3" + type: "Convolution" + bottom: "stage1_unit2_conv2" + top: "stage1_unit2_conv3" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit2_bn3" + type: "BatchNorm" + bottom: "stage1_unit2_conv3" + top: "stage1_unit2_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit2_bn3" + bottom: "stage1_unit2_conv3" + top: "stage1_unit2_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit2_plus" + type: "Eltwise" + bottom: "stage1_unit1_plus" + bottom: "stage1_unit2_conv3" + top: "stage1_unit2_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage1_unit2_relu" + type: "ReLU" + bottom: "stage1_unit2_plus" + top: "stage1_unit2_plus" +} + +layer { + name: "stage1_unit3_conv1" + type: "Convolution" + bottom: "stage1_unit2_plus" + top: "stage1_unit3_conv1" + convolution_param { + num_output: 128 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit3_bn1" + type: "BatchNorm" + bottom: "stage1_unit3_conv1" + top: "stage1_unit3_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit3_bn1" + bottom: "stage1_unit3_conv1" + top: "stage1_unit3_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit3_relu1" + type: "ReLU" + bottom: "stage1_unit3_conv1" + top: "stage1_unit3_conv1" +} + +layer { + name: "stage1_unit3_conv2" + type: "Convolution" + bottom: "stage1_unit3_conv1" + top: "stage1_unit3_conv2" + convolution_param { + num_output: 128 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage1_unit3_bn2" + type: "BatchNorm" + bottom: "stage1_unit3_conv2" + top: "stage1_unit3_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit3_bn2" + bottom: "stage1_unit3_conv2" + top: "stage1_unit3_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit3_relu2" + type: "ReLU" + bottom: "stage1_unit3_conv2" + top: "stage1_unit3_conv2" +} + +layer { + name: "stage1_unit3_conv3" + type: "Convolution" + bottom: "stage1_unit3_conv2" + top: "stage1_unit3_conv3" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage1_unit3_bn3" + type: "BatchNorm" + bottom: "stage1_unit3_conv3" + top: "stage1_unit3_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage1_unit3_bn3" + bottom: "stage1_unit3_conv3" + top: "stage1_unit3_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage1_unit3_plus" + type: "Eltwise" + bottom: "stage1_unit2_plus" + bottom: "stage1_unit3_conv3" + top: "stage1_unit3_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage1_unit3_relu" + type: "ReLU" + bottom: "stage1_unit3_plus" + top: "stage1_unit3_plus" +} + +layer { + name: "stage2_unit1_conv1" + type: "Convolution" + bottom: "stage1_unit3_plus" + top: "stage2_unit1_conv1" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit1_bn1" + type: "BatchNorm" + bottom: "stage2_unit1_conv1" + top: "stage2_unit1_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit1_bn1" + bottom: "stage2_unit1_conv1" + top: "stage2_unit1_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit1_relu1" + type: "ReLU" + bottom: "stage2_unit1_conv1" + top: "stage2_unit1_conv1" +} + +layer { + name: "stage2_unit1_conv2" + type: "Convolution" + bottom: "stage2_unit1_conv1" + top: "stage2_unit1_conv2" + convolution_param { + num_output: 256 + kernel_size: 3 + stride: 2 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage2_unit1_bn2" + type: "BatchNorm" + bottom: "stage2_unit1_conv2" + top: "stage2_unit1_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit1_bn2" + bottom: "stage2_unit1_conv2" + top: "stage2_unit1_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit1_relu2" + type: "ReLU" + bottom: "stage2_unit1_conv2" + top: "stage2_unit1_conv2" +} + +layer { + name: "stage2_unit1_conv3" + type: "Convolution" + bottom: "stage2_unit1_conv2" + top: "stage2_unit1_conv3" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit1_bn3" + type: "BatchNorm" + bottom: "stage2_unit1_conv3" + top: "stage2_unit1_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit1_bn3" + bottom: "stage2_unit1_conv3" + top: "stage2_unit1_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit1_sc" + type: "Convolution" + bottom: "stage1_unit3_plus" + top: "stage2_unit1_sc" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 2 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit1_sc_bn" + type: "BatchNorm" + bottom: "stage2_unit1_sc" + top: "stage2_unit1_sc" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit1_sc_bn" + bottom: "stage2_unit1_sc" + top: "stage2_unit1_sc" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit1_plus" + type: "Eltwise" + bottom: "stage2_unit1_sc" + bottom: "stage2_unit1_conv3" + top: "stage2_unit1_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage2_unit1_relu" + type: "ReLU" + bottom: "stage2_unit1_plus" + top: "stage2_unit1_plus" +} + +layer { + name: "stage2_unit2_conv1" + type: "Convolution" + bottom: "stage2_unit1_plus" + top: "stage2_unit2_conv1" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit2_bn1" + type: "BatchNorm" + bottom: "stage2_unit2_conv1" + top: "stage2_unit2_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit2_bn1" + bottom: "stage2_unit2_conv1" + top: "stage2_unit2_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit2_relu1" + type: "ReLU" + bottom: "stage2_unit2_conv1" + top: "stage2_unit2_conv1" +} + +layer { + name: "stage2_unit2_conv2" + type: "Convolution" + bottom: "stage2_unit2_conv1" + top: "stage2_unit2_conv2" + convolution_param { + num_output: 256 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage2_unit2_bn2" + type: "BatchNorm" + bottom: "stage2_unit2_conv2" + top: "stage2_unit2_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit2_bn2" + bottom: "stage2_unit2_conv2" + top: "stage2_unit2_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit2_relu2" + type: "ReLU" + bottom: "stage2_unit2_conv2" + top: "stage2_unit2_conv2" +} + +layer { + name: "stage2_unit2_conv3" + type: "Convolution" + bottom: "stage2_unit2_conv2" + top: "stage2_unit2_conv3" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit2_bn3" + type: "BatchNorm" + bottom: "stage2_unit2_conv3" + top: "stage2_unit2_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit2_bn3" + bottom: "stage2_unit2_conv3" + top: "stage2_unit2_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit2_plus" + type: "Eltwise" + bottom: "stage2_unit1_plus" + bottom: "stage2_unit2_conv3" + top: "stage2_unit2_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage2_unit2_relu" + type: "ReLU" + bottom: "stage2_unit2_plus" + top: "stage2_unit2_plus" +} + +layer { + name: "stage2_unit3_conv1" + type: "Convolution" + bottom: "stage2_unit2_plus" + top: "stage2_unit3_conv1" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit3_bn1" + type: "BatchNorm" + bottom: "stage2_unit3_conv1" + top: "stage2_unit3_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit3_bn1" + bottom: "stage2_unit3_conv1" + top: "stage2_unit3_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit3_relu1" + type: "ReLU" + bottom: "stage2_unit3_conv1" + top: "stage2_unit3_conv1" +} + +layer { + name: "stage2_unit3_conv2" + type: "Convolution" + bottom: "stage2_unit3_conv1" + top: "stage2_unit3_conv2" + convolution_param { + num_output: 256 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage2_unit3_bn2" + type: "BatchNorm" + bottom: "stage2_unit3_conv2" + top: "stage2_unit3_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit3_bn2" + bottom: "stage2_unit3_conv2" + top: "stage2_unit3_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit3_relu2" + type: "ReLU" + bottom: "stage2_unit3_conv2" + top: "stage2_unit3_conv2" +} + +layer { + name: "stage2_unit3_conv3" + type: "Convolution" + bottom: "stage2_unit3_conv2" + top: "stage2_unit3_conv3" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit3_bn3" + type: "BatchNorm" + bottom: "stage2_unit3_conv3" + top: "stage2_unit3_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit3_bn3" + bottom: "stage2_unit3_conv3" + top: "stage2_unit3_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit3_plus" + type: "Eltwise" + bottom: "stage2_unit2_plus" + bottom: "stage2_unit3_conv3" + top: "stage2_unit3_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage2_unit3_relu" + type: "ReLU" + bottom: "stage2_unit3_plus" + top: "stage2_unit3_plus" +} + +layer { + name: "stage2_unit4_conv1" + type: "Convolution" + bottom: "stage2_unit3_plus" + top: "stage2_unit4_conv1" + convolution_param { + num_output: 256 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit4_bn1" + type: "BatchNorm" + bottom: "stage2_unit4_conv1" + top: "stage2_unit4_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit4_bn1" + bottom: "stage2_unit4_conv1" + top: "stage2_unit4_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit4_relu1" + type: "ReLU" + bottom: "stage2_unit4_conv1" + top: "stage2_unit4_conv1" +} + +layer { + name: "stage2_unit4_conv2" + type: "Convolution" + bottom: "stage2_unit4_conv1" + top: "stage2_unit4_conv2" + convolution_param { + num_output: 256 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage2_unit4_bn2" + type: "BatchNorm" + bottom: "stage2_unit4_conv2" + top: "stage2_unit4_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit4_bn2" + bottom: "stage2_unit4_conv2" + top: "stage2_unit4_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit4_relu2" + type: "ReLU" + bottom: "stage2_unit4_conv2" + top: "stage2_unit4_conv2" +} + +layer { + name: "stage2_unit4_conv3" + type: "Convolution" + bottom: "stage2_unit4_conv2" + top: "stage2_unit4_conv3" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage2_unit4_bn3" + type: "BatchNorm" + bottom: "stage2_unit4_conv3" + top: "stage2_unit4_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage2_unit4_bn3" + bottom: "stage2_unit4_conv3" + top: "stage2_unit4_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage2_unit4_plus" + type: "Eltwise" + bottom: "stage2_unit3_plus" + bottom: "stage2_unit4_conv3" + top: "stage2_unit4_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage2_unit4_relu" + type: "ReLU" + bottom: "stage2_unit4_plus" + top: "stage2_unit4_plus" +} + +layer { + name: "stage3_unit1_conv1" + type: "Convolution" + bottom: "stage2_unit4_plus" + top: "stage3_unit1_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit1_bn1" + type: "BatchNorm" + bottom: "stage3_unit1_conv1" + top: "stage3_unit1_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit1_bn1" + bottom: "stage3_unit1_conv1" + top: "stage3_unit1_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit1_relu1" + type: "ReLU" + bottom: "stage3_unit1_conv1" + top: "stage3_unit1_conv1" +} + +layer { + name: "stage3_unit1_conv2" + type: "Convolution" + bottom: "stage3_unit1_conv1" + top: "stage3_unit1_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 2 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit1_bn2" + type: "BatchNorm" + bottom: "stage3_unit1_conv2" + top: "stage3_unit1_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit1_bn2" + bottom: "stage3_unit1_conv2" + top: "stage3_unit1_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit1_relu2" + type: "ReLU" + bottom: "stage3_unit1_conv2" + top: "stage3_unit1_conv2" +} + +layer { + name: "stage3_unit1_conv3" + type: "Convolution" + bottom: "stage3_unit1_conv2" + top: "stage3_unit1_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit1_bn3" + type: "BatchNorm" + bottom: "stage3_unit1_conv3" + top: "stage3_unit1_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit1_bn3" + bottom: "stage3_unit1_conv3" + top: "stage3_unit1_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit1_sc" + type: "Convolution" + bottom: "stage2_unit4_plus" + top: "stage3_unit1_sc" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 2 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit1_sc_bn" + type: "BatchNorm" + bottom: "stage3_unit1_sc" + top: "stage3_unit1_sc" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit1_sc_bn" + bottom: "stage3_unit1_sc" + top: "stage3_unit1_sc" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit1_plus" + type: "Eltwise" + bottom: "stage3_unit1_sc" + bottom: "stage3_unit1_conv3" + top: "stage3_unit1_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit1_relu" + type: "ReLU" + bottom: "stage3_unit1_plus" + top: "stage3_unit1_plus" +} + +layer { + name: "stage3_unit2_conv1" + type: "Convolution" + bottom: "stage3_unit1_plus" + top: "stage3_unit2_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit2_bn1" + type: "BatchNorm" + bottom: "stage3_unit2_conv1" + top: "stage3_unit2_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit2_bn1" + bottom: "stage3_unit2_conv1" + top: "stage3_unit2_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit2_relu1" + type: "ReLU" + bottom: "stage3_unit2_conv1" + top: "stage3_unit2_conv1" +} + +layer { + name: "stage3_unit2_conv2" + type: "Convolution" + bottom: "stage3_unit2_conv1" + top: "stage3_unit2_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit2_bn2" + type: "BatchNorm" + bottom: "stage3_unit2_conv2" + top: "stage3_unit2_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit2_bn2" + bottom: "stage3_unit2_conv2" + top: "stage3_unit2_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit2_relu2" + type: "ReLU" + bottom: "stage3_unit2_conv2" + top: "stage3_unit2_conv2" +} + +layer { + name: "stage3_unit2_conv3" + type: "Convolution" + bottom: "stage3_unit2_conv2" + top: "stage3_unit2_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit2_bn3" + type: "BatchNorm" + bottom: "stage3_unit2_conv3" + top: "stage3_unit2_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit2_bn3" + bottom: "stage3_unit2_conv3" + top: "stage3_unit2_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit2_plus" + type: "Eltwise" + bottom: "stage3_unit1_plus" + bottom: "stage3_unit2_conv3" + top: "stage3_unit2_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit2_relu" + type: "ReLU" + bottom: "stage3_unit2_plus" + top: "stage3_unit2_plus" +} + +layer { + name: "stage3_unit3_conv1" + type: "Convolution" + bottom: "stage3_unit2_plus" + top: "stage3_unit3_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit3_bn1" + type: "BatchNorm" + bottom: "stage3_unit3_conv1" + top: "stage3_unit3_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit3_bn1" + bottom: "stage3_unit3_conv1" + top: "stage3_unit3_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit3_relu1" + type: "ReLU" + bottom: "stage3_unit3_conv1" + top: "stage3_unit3_conv1" +} + +layer { + name: "stage3_unit3_conv2" + type: "Convolution" + bottom: "stage3_unit3_conv1" + top: "stage3_unit3_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit3_bn2" + type: "BatchNorm" + bottom: "stage3_unit3_conv2" + top: "stage3_unit3_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit3_bn2" + bottom: "stage3_unit3_conv2" + top: "stage3_unit3_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit3_relu2" + type: "ReLU" + bottom: "stage3_unit3_conv2" + top: "stage3_unit3_conv2" +} + +layer { + name: "stage3_unit3_conv3" + type: "Convolution" + bottom: "stage3_unit3_conv2" + top: "stage3_unit3_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit3_bn3" + type: "BatchNorm" + bottom: "stage3_unit3_conv3" + top: "stage3_unit3_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit3_bn3" + bottom: "stage3_unit3_conv3" + top: "stage3_unit3_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit3_plus" + type: "Eltwise" + bottom: "stage3_unit2_plus" + bottom: "stage3_unit3_conv3" + top: "stage3_unit3_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit3_relu" + type: "ReLU" + bottom: "stage3_unit3_plus" + top: "stage3_unit3_plus" +} + +layer { + name: "stage3_unit4_conv1" + type: "Convolution" + bottom: "stage3_unit3_plus" + top: "stage3_unit4_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit4_bn1" + type: "BatchNorm" + bottom: "stage3_unit4_conv1" + top: "stage3_unit4_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit4_bn1" + bottom: "stage3_unit4_conv1" + top: "stage3_unit4_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit4_relu1" + type: "ReLU" + bottom: "stage3_unit4_conv1" + top: "stage3_unit4_conv1" +} + +layer { + name: "stage3_unit4_conv2" + type: "Convolution" + bottom: "stage3_unit4_conv1" + top: "stage3_unit4_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit4_bn2" + type: "BatchNorm" + bottom: "stage3_unit4_conv2" + top: "stage3_unit4_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit4_bn2" + bottom: "stage3_unit4_conv2" + top: "stage3_unit4_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit4_relu2" + type: "ReLU" + bottom: "stage3_unit4_conv2" + top: "stage3_unit4_conv2" +} + +layer { + name: "stage3_unit4_conv3" + type: "Convolution" + bottom: "stage3_unit4_conv2" + top: "stage3_unit4_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit4_bn3" + type: "BatchNorm" + bottom: "stage3_unit4_conv3" + top: "stage3_unit4_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit4_bn3" + bottom: "stage3_unit4_conv3" + top: "stage3_unit4_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit4_plus" + type: "Eltwise" + bottom: "stage3_unit3_plus" + bottom: "stage3_unit4_conv3" + top: "stage3_unit4_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit4_relu" + type: "ReLU" + bottom: "stage3_unit4_plus" + top: "stage3_unit4_plus" +} + +layer { + name: "stage3_unit5_conv1" + type: "Convolution" + bottom: "stage3_unit4_plus" + top: "stage3_unit5_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit5_bn1" + type: "BatchNorm" + bottom: "stage3_unit5_conv1" + top: "stage3_unit5_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit5_bn1" + bottom: "stage3_unit5_conv1" + top: "stage3_unit5_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit5_relu1" + type: "ReLU" + bottom: "stage3_unit5_conv1" + top: "stage3_unit5_conv1" +} + +layer { + name: "stage3_unit5_conv2" + type: "Convolution" + bottom: "stage3_unit5_conv1" + top: "stage3_unit5_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit5_bn2" + type: "BatchNorm" + bottom: "stage3_unit5_conv2" + top: "stage3_unit5_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit5_bn2" + bottom: "stage3_unit5_conv2" + top: "stage3_unit5_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit5_relu2" + type: "ReLU" + bottom: "stage3_unit5_conv2" + top: "stage3_unit5_conv2" +} + +layer { + name: "stage3_unit5_conv3" + type: "Convolution" + bottom: "stage3_unit5_conv2" + top: "stage3_unit5_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit5_bn3" + type: "BatchNorm" + bottom: "stage3_unit5_conv3" + top: "stage3_unit5_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit5_bn3" + bottom: "stage3_unit5_conv3" + top: "stage3_unit5_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit5_plus" + type: "Eltwise" + bottom: "stage3_unit4_plus" + bottom: "stage3_unit5_conv3" + top: "stage3_unit5_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit5_relu" + type: "ReLU" + bottom: "stage3_unit5_plus" + top: "stage3_unit5_plus" +} + +layer { + name: "stage3_unit6_conv1" + type: "Convolution" + bottom: "stage3_unit5_plus" + top: "stage3_unit6_conv1" + convolution_param { + num_output: 512 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit6_bn1" + type: "BatchNorm" + bottom: "stage3_unit6_conv1" + top: "stage3_unit6_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit6_bn1" + bottom: "stage3_unit6_conv1" + top: "stage3_unit6_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit6_relu1" + type: "ReLU" + bottom: "stage3_unit6_conv1" + top: "stage3_unit6_conv1" +} + +layer { + name: "stage3_unit6_conv2" + type: "Convolution" + bottom: "stage3_unit6_conv1" + top: "stage3_unit6_conv2" + convolution_param { + num_output: 512 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage3_unit6_bn2" + type: "BatchNorm" + bottom: "stage3_unit6_conv2" + top: "stage3_unit6_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit6_bn2" + bottom: "stage3_unit6_conv2" + top: "stage3_unit6_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit6_relu2" + type: "ReLU" + bottom: "stage3_unit6_conv2" + top: "stage3_unit6_conv2" +} + +layer { + name: "stage3_unit6_conv3" + type: "Convolution" + bottom: "stage3_unit6_conv2" + top: "stage3_unit6_conv3" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage3_unit6_bn3" + type: "BatchNorm" + bottom: "stage3_unit6_conv3" + top: "stage3_unit6_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage3_unit6_bn3" + bottom: "stage3_unit6_conv3" + top: "stage3_unit6_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage3_unit6_plus" + type: "Eltwise" + bottom: "stage3_unit5_plus" + bottom: "stage3_unit6_conv3" + top: "stage3_unit6_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage3_unit6_relu" + type: "ReLU" + bottom: "stage3_unit6_plus" + top: "stage3_unit6_plus" +} + +layer { + name: "stage4_unit1_conv1" + type: "Convolution" + bottom: "stage3_unit6_plus" + top: "stage4_unit1_conv1" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit1_bn1" + type: "BatchNorm" + bottom: "stage4_unit1_conv1" + top: "stage4_unit1_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit1_bn1" + bottom: "stage4_unit1_conv1" + top: "stage4_unit1_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit1_relu1" + type: "ReLU" + bottom: "stage4_unit1_conv1" + top: "stage4_unit1_conv1" +} + +layer { + name: "stage4_unit1_conv2" + type: "Convolution" + bottom: "stage4_unit1_conv1" + top: "stage4_unit1_conv2" + convolution_param { + num_output: 1024 + kernel_size: 3 + stride: 2 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage4_unit1_bn2" + type: "BatchNorm" + bottom: "stage4_unit1_conv2" + top: "stage4_unit1_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit1_bn2" + bottom: "stage4_unit1_conv2" + top: "stage4_unit1_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit1_relu2" + type: "ReLU" + bottom: "stage4_unit1_conv2" + top: "stage4_unit1_conv2" +} + +layer { + name: "stage4_unit1_conv3" + type: "Convolution" + bottom: "stage4_unit1_conv2" + top: "stage4_unit1_conv3" + convolution_param { + num_output: 2048 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit1_bn3" + type: "BatchNorm" + bottom: "stage4_unit1_conv3" + top: "stage4_unit1_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit1_bn3" + bottom: "stage4_unit1_conv3" + top: "stage4_unit1_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit1_sc" + type: "Convolution" + bottom: "stage3_unit6_plus" + top: "stage4_unit1_sc" + convolution_param { + num_output: 2048 + kernel_size: 1 + stride: 2 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit1_sc_bn" + type: "BatchNorm" + bottom: "stage4_unit1_sc" + top: "stage4_unit1_sc" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit1_sc_bn" + bottom: "stage4_unit1_sc" + top: "stage4_unit1_sc" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit1_plus" + type: "Eltwise" + bottom: "stage4_unit1_sc" + bottom: "stage4_unit1_conv3" + top: "stage4_unit1_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage4_unit1_relu" + type: "ReLU" + bottom: "stage4_unit1_plus" + top: "stage4_unit1_plus" +} + +layer { + name: "stage4_unit2_conv1" + type: "Convolution" + bottom: "stage4_unit1_plus" + top: "stage4_unit2_conv1" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit2_bn1" + type: "BatchNorm" + bottom: "stage4_unit2_conv1" + top: "stage4_unit2_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit2_bn1" + bottom: "stage4_unit2_conv1" + top: "stage4_unit2_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit2_relu1" + type: "ReLU" + bottom: "stage4_unit2_conv1" + top: "stage4_unit2_conv1" +} + +layer { + name: "stage4_unit2_conv2" + type: "Convolution" + bottom: "stage4_unit2_conv1" + top: "stage4_unit2_conv2" + convolution_param { + num_output: 1024 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage4_unit2_bn2" + type: "BatchNorm" + bottom: "stage4_unit2_conv2" + top: "stage4_unit2_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit2_bn2" + bottom: "stage4_unit2_conv2" + top: "stage4_unit2_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit2_relu2" + type: "ReLU" + bottom: "stage4_unit2_conv2" + top: "stage4_unit2_conv2" +} + +layer { + name: "stage4_unit2_conv3" + type: "Convolution" + bottom: "stage4_unit2_conv2" + top: "stage4_unit2_conv3" + convolution_param { + num_output: 2048 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit2_bn3" + type: "BatchNorm" + bottom: "stage4_unit2_conv3" + top: "stage4_unit2_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit2_bn3" + bottom: "stage4_unit2_conv3" + top: "stage4_unit2_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit2_plus" + type: "Eltwise" + bottom: "stage4_unit1_plus" + bottom: "stage4_unit2_conv3" + top: "stage4_unit2_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage4_unit2_relu" + type: "ReLU" + bottom: "stage4_unit2_plus" + top: "stage4_unit2_plus" +} + +layer { + name: "stage4_unit3_conv1" + type: "Convolution" + bottom: "stage4_unit2_plus" + top: "stage4_unit3_conv1" + convolution_param { + num_output: 1024 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit3_bn1" + type: "BatchNorm" + bottom: "stage4_unit3_conv1" + top: "stage4_unit3_conv1" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit3_bn1" + bottom: "stage4_unit3_conv1" + top: "stage4_unit3_conv1" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit3_relu1" + type: "ReLU" + bottom: "stage4_unit3_conv1" + top: "stage4_unit3_conv1" +} + +layer { + name: "stage4_unit3_conv2" + type: "Convolution" + bottom: "stage4_unit3_conv1" + top: "stage4_unit3_conv2" + convolution_param { + num_output: 1024 + kernel_size: 3 + stride: 1 + group: 32 + pad: 1 + bias_term: false + } +} + +layer { + name: "stage4_unit3_bn2" + type: "BatchNorm" + bottom: "stage4_unit3_conv2" + top: "stage4_unit3_conv2" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit3_bn2" + bottom: "stage4_unit3_conv2" + top: "stage4_unit3_conv2" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit3_relu2" + type: "ReLU" + bottom: "stage4_unit3_conv2" + top: "stage4_unit3_conv2" +} + +layer { + name: "stage4_unit3_conv3" + type: "Convolution" + bottom: "stage4_unit3_conv2" + top: "stage4_unit3_conv3" + convolution_param { + num_output: 2048 + kernel_size: 1 + stride: 1 + pad: 0 + bias_term: false + } +} + +layer { + name: "stage4_unit3_bn3" + type: "BatchNorm" + bottom: "stage4_unit3_conv3" + top: "stage4_unit3_conv3" + batch_norm_param { + use_global_stats: true + eps: 2e-5 + } +} + +layer { + name: "scale_stage4_unit3_bn3" + bottom: "stage4_unit3_conv3" + top: "stage4_unit3_conv3" + type: "Scale" + scale_param { + bias_term: true + } +} + +layer { + name: "stage4_unit3_plus" + type: "Eltwise" + bottom: "stage4_unit2_plus" + bottom: "stage4_unit3_conv3" + top: "stage4_unit3_plus" + eltwise_param { + operation: SUM + } +} + +layer { + name: "stage4_unit3_relu" + type: "ReLU" + bottom: "stage4_unit3_plus" + top: "stage4_unit3_plus" +} + +layer { + name: "pool1" + type: "Pooling" + bottom: "stage4_unit3_plus" + top: "pool1" + pooling_param { + global_pooling : true + pool: AVE + } +} + +layer { + name: "fc1" + type: "InnerProduct" + bottom: "pool1" + top: "fc1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} + +layer { + name: "prob" + type: "Softmax" + bottom: "fc1" + top: "prob" +} + diff --git a/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt b/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt new file mode 100644 index 000000000..cbb2f0a55 --- /dev/null +++ b/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt @@ -0,0 +1,7178 @@ +name: "ResNet-101" + +input: "data" +input_shape { dim: 1 dim: 3 dim: 600 dim: 800 } + +input: "im_info" +input_shape { dim: 1 dim: 3} + +# ------------------------ conv1 ----------------------------- +layer { + bottom: "data" + top: "conv1" + name: "conv1" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 7 + pad: 3 + stride: 2 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "conv1" + top: "conv1" + name: "bn_conv1" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "conv1" + top: "conv1" + name: "scale_conv1" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "conv1" + bottom: "conv1" + name: "conv1_relu" + type: "ReLU" +} + +layer { + bottom: "conv1" + top: "pool1" + name: "pool1" + type: "Pooling" + pooling_param { + kernel_size: 3 + stride: 2 + pool: MAX + } +} + +layer { + bottom: "pool1" + top: "res2a_branch1" + name: "res2a_branch1" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch1" + top: "res2a_branch1" + name: "bn2a_branch1" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch1" + top: "res2a_branch1" + name: "scale2a_branch1" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "pool1" + top: "res2a_branch2a" + name: "res2a_branch2a" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2a" + name: "bn2a_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2a" + name: "scale2a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2a_branch2a" + bottom: "res2a_branch2a" + name: "res2a_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res2a_branch2a" + top: "res2a_branch2b" + name: "res2a_branch2b" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2b" + name: "bn2a_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2b" + name: "scale2a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2a_branch2b" + bottom: "res2a_branch2b" + name: "res2a_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res2a_branch2b" + top: "res2a_branch2c" + name: "res2a_branch2c" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2c" + top: "res2a_branch2c" + name: "bn2a_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch2c" + top: "res2a_branch2c" + name: "scale2a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a_branch1" + bottom: "res2a_branch2c" + top: "res2a" + name: "res2a" + type: "Eltwise" +} + +layer { + bottom: "res2a" + top: "res2a" + name: "res2a_relu" + type: "ReLU" +} + +layer { + bottom: "res2a" + top: "res2b_branch2a" + name: "res2b_branch2a" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2a" + name: "bn2b_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2a" + name: "scale2b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2b_branch2a" + bottom: "res2b_branch2a" + name: "res2b_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res2b_branch2a" + top: "res2b_branch2b" + name: "res2b_branch2b" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2b" + name: "bn2b_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2b" + name: "scale2b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2b_branch2b" + bottom: "res2b_branch2b" + name: "res2b_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res2b_branch2b" + top: "res2b_branch2c" + name: "res2b_branch2c" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2c" + top: "res2b_branch2c" + name: "bn2b_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2b_branch2c" + top: "res2b_branch2c" + name: "scale2b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2a" + bottom: "res2b_branch2c" + top: "res2b" + name: "res2b" + type: "Eltwise" +} + +layer { + bottom: "res2b" + top: "res2b" + name: "res2b_relu" + type: "ReLU" +} + +layer { + bottom: "res2b" + top: "res2c_branch2a" + name: "res2c_branch2a" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2a" + name: "bn2c_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2a" + name: "scale2c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2c_branch2a" + bottom: "res2c_branch2a" + name: "res2c_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res2c_branch2a" + top: "res2c_branch2b" + name: "res2c_branch2b" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2b" + name: "bn2c_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2b" + name: "scale2c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res2c_branch2b" + bottom: "res2c_branch2b" + name: "res2c_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res2c_branch2b" + top: "res2c_branch2c" + name: "res2c_branch2c" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2c" + top: "res2c_branch2c" + name: "bn2c_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2c_branch2c" + top: "res2c_branch2c" + name: "scale2c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2b" + bottom: "res2c_branch2c" + top: "res2c" + name: "res2c" + type: "Eltwise" +} + +layer { + bottom: "res2c" + top: "res2c" + name: "res2c_relu" + type: "ReLU" +} + +layer { + bottom: "res2c" + top: "res3a_branch1" + name: "res3a_branch1" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3a_branch1" + top: "res3a_branch1" + name: "bn3a_branch1" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a_branch1" + top: "res3a_branch1" + name: "scale3a_branch1" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res2c" + top: "res3a_branch2a" + name: "res3a_branch2a" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2a" + name: "bn3a_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2a" + name: "scale3a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3a_branch2a" + bottom: "res3a_branch2a" + name: "res3a_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res3a_branch2a" + top: "res3a_branch2b" + name: "res3a_branch2b" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2b" + name: "bn3a_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2b" + name: "scale3a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3a_branch2b" + bottom: "res3a_branch2b" + name: "res3a_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res3a_branch2b" + top: "res3a_branch2c" + name: "res3a_branch2c" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3a_branch2c" + top: "res3a_branch2c" + name: "bn3a_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a_branch2c" + top: "res3a_branch2c" + name: "scale3a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a_branch1" + bottom: "res3a_branch2c" + top: "res3a" + name: "res3a" + type: "Eltwise" +} + +layer { + bottom: "res3a" + top: "res3a" + name: "res3a_relu" + type: "ReLU" +} + +layer { + bottom: "res3a" + top: "res3b1_branch2a" + name: "res3b1_branch2a" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + name: "bn3b1_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + name: "scale3b1_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b1_branch2a" + bottom: "res3b1_branch2a" + name: "res3b1_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res3b1_branch2a" + top: "res3b1_branch2b" + name: "res3b1_branch2b" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + name: "bn3b1_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + name: "scale3b1_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b1_branch2b" + bottom: "res3b1_branch2b" + name: "res3b1_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res3b1_branch2b" + top: "res3b1_branch2c" + name: "res3b1_branch2c" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + name: "bn3b1_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + name: "scale3b1_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3a" + bottom: "res3b1_branch2c" + top: "res3b1" + name: "res3b1" + type: "Eltwise" +} + +layer { + bottom: "res3b1" + top: "res3b1" + name: "res3b1_relu" + type: "ReLU" +} + +layer { + bottom: "res3b1" + top: "res3b2_branch2a" + name: "res3b2_branch2a" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + name: "bn3b2_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + name: "scale3b2_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b2_branch2a" + bottom: "res3b2_branch2a" + name: "res3b2_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res3b2_branch2a" + top: "res3b2_branch2b" + name: "res3b2_branch2b" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + name: "bn3b2_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + name: "scale3b2_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b2_branch2b" + bottom: "res3b2_branch2b" + name: "res3b2_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res3b2_branch2b" + top: "res3b2_branch2c" + name: "res3b2_branch2c" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + name: "bn3b2_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + name: "scale3b2_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b1" + bottom: "res3b2_branch2c" + top: "res3b2" + name: "res3b2" + type: "Eltwise" +} + +layer { + bottom: "res3b2" + top: "res3b2" + name: "res3b2_relu" + type: "ReLU" +} + +layer { + bottom: "res3b2" + top: "res3b3_branch2a" + name: "res3b3_branch2a" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + name: "bn3b3_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + name: "scale3b3_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b3_branch2a" + bottom: "res3b3_branch2a" + name: "res3b3_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res3b3_branch2a" + top: "res3b3_branch2b" + name: "res3b3_branch2b" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + name: "bn3b3_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + name: "scale3b3_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res3b3_branch2b" + bottom: "res3b3_branch2b" + name: "res3b3_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res3b3_branch2b" + top: "res3b3_branch2c" + name: "res3b3_branch2c" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + name: "bn3b3_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + name: "scale3b3_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b2" + bottom: "res3b3_branch2c" + top: "res3b3" + name: "res3b3" + type: "Eltwise" +} + +layer { + bottom: "res3b3" + top: "res3b3" + name: "res3b3_relu" + type: "ReLU" +} + +layer { + bottom: "res3b3" + top: "res4a_branch1" + name: "res4a_branch1" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4a_branch1" + top: "res4a_branch1" + name: "bn4a_branch1" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a_branch1" + top: "res4a_branch1" + name: "scale4a_branch1" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res3b3" + top: "res4a_branch2a" + name: "res4a_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 2 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2a" + name: "bn4a_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2a" + name: "scale4a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4a_branch2a" + bottom: "res4a_branch2a" + name: "res4a_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4a_branch2a" + top: "res4a_branch2b" + name: "res4a_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2b" + name: "bn4a_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2b" + name: "scale4a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4a_branch2b" + bottom: "res4a_branch2b" + name: "res4a_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4a_branch2b" + top: "res4a_branch2c" + name: "res4a_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4a_branch2c" + top: "res4a_branch2c" + name: "bn4a_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a_branch2c" + top: "res4a_branch2c" + name: "scale4a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a_branch1" + bottom: "res4a_branch2c" + top: "res4a" + name: "res4a" + type: "Eltwise" +} + +layer { + bottom: "res4a" + top: "res4a" + name: "res4a_relu" + type: "ReLU" +} + +layer { + bottom: "res4a" + top: "res4b1_branch2a" + name: "res4b1_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + name: "bn4b1_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + name: "scale4b1_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b1_branch2a" + bottom: "res4b1_branch2a" + name: "res4b1_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b1_branch2a" + top: "res4b1_branch2b" + name: "res4b1_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + name: "bn4b1_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + name: "scale4b1_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b1_branch2b" + bottom: "res4b1_branch2b" + name: "res4b1_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b1_branch2b" + top: "res4b1_branch2c" + name: "res4b1_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + name: "bn4b1_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + name: "scale4b1_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4a" + bottom: "res4b1_branch2c" + top: "res4b1" + name: "res4b1" + type: "Eltwise" +} + +layer { + bottom: "res4b1" + top: "res4b1" + name: "res4b1_relu" + type: "ReLU" +} + +layer { + bottom: "res4b1" + top: "res4b2_branch2a" + name: "res4b2_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + name: "bn4b2_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + name: "scale4b2_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b2_branch2a" + bottom: "res4b2_branch2a" + name: "res4b2_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b2_branch2a" + top: "res4b2_branch2b" + name: "res4b2_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b2_branch2b" + top: "res4b2_branch2b" + name: "bn4b2_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b2_branch2b" + top: "res4b2_branch2b" + name: "scale4b2_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b2_branch2b" + bottom: "res4b2_branch2b" + name: "res4b2_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b2_branch2b" + top: "res4b2_branch2c" + name: "res4b2_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b2_branch2c" + top: "res4b2_branch2c" + name: "bn4b2_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b2_branch2c" + top: "res4b2_branch2c" + name: "scale4b2_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b1" + bottom: "res4b2_branch2c" + top: "res4b2" + name: "res4b2" + type: "Eltwise" +} + +layer { + bottom: "res4b2" + top: "res4b2" + name: "res4b2_relu" + type: "ReLU" +} + +layer { + bottom: "res4b2" + top: "res4b3_branch2a" + name: "res4b3_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b3_branch2a" + top: "res4b3_branch2a" + name: "bn4b3_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b3_branch2a" + top: "res4b3_branch2a" + name: "scale4b3_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b3_branch2a" + bottom: "res4b3_branch2a" + name: "res4b3_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b3_branch2a" + top: "res4b3_branch2b" + name: "res4b3_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b3_branch2b" + top: "res4b3_branch2b" + name: "bn4b3_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b3_branch2b" + top: "res4b3_branch2b" + name: "scale4b3_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b3_branch2b" + bottom: "res4b3_branch2b" + name: "res4b3_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b3_branch2b" + top: "res4b3_branch2c" + name: "res4b3_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b3_branch2c" + top: "res4b3_branch2c" + name: "bn4b3_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b3_branch2c" + top: "res4b3_branch2c" + name: "scale4b3_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b2" + bottom: "res4b3_branch2c" + top: "res4b3" + name: "res4b3" + type: "Eltwise" +} + +layer { + bottom: "res4b3" + top: "res4b3" + name: "res4b3_relu" + type: "ReLU" +} + +layer { + bottom: "res4b3" + top: "res4b4_branch2a" + name: "res4b4_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b4_branch2a" + top: "res4b4_branch2a" + name: "bn4b4_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b4_branch2a" + top: "res4b4_branch2a" + name: "scale4b4_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b4_branch2a" + bottom: "res4b4_branch2a" + name: "res4b4_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b4_branch2a" + top: "res4b4_branch2b" + name: "res4b4_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b4_branch2b" + top: "res4b4_branch2b" + name: "bn4b4_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b4_branch2b" + top: "res4b4_branch2b" + name: "scale4b4_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b4_branch2b" + bottom: "res4b4_branch2b" + name: "res4b4_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b4_branch2b" + top: "res4b4_branch2c" + name: "res4b4_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b4_branch2c" + top: "res4b4_branch2c" + name: "bn4b4_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b4_branch2c" + top: "res4b4_branch2c" + name: "scale4b4_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b3" + bottom: "res4b4_branch2c" + top: "res4b4" + name: "res4b4" + type: "Eltwise" +} + +layer { + bottom: "res4b4" + top: "res4b4" + name: "res4b4_relu" + type: "ReLU" +} + +layer { + bottom: "res4b4" + top: "res4b5_branch2a" + name: "res4b5_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b5_branch2a" + top: "res4b5_branch2a" + name: "bn4b5_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b5_branch2a" + top: "res4b5_branch2a" + name: "scale4b5_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b5_branch2a" + bottom: "res4b5_branch2a" + name: "res4b5_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b5_branch2a" + top: "res4b5_branch2b" + name: "res4b5_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b5_branch2b" + top: "res4b5_branch2b" + name: "bn4b5_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b5_branch2b" + top: "res4b5_branch2b" + name: "scale4b5_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b5_branch2b" + bottom: "res4b5_branch2b" + name: "res4b5_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b5_branch2b" + top: "res4b5_branch2c" + name: "res4b5_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b5_branch2c" + top: "res4b5_branch2c" + name: "bn4b5_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b5_branch2c" + top: "res4b5_branch2c" + name: "scale4b5_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b4" + bottom: "res4b5_branch2c" + top: "res4b5" + name: "res4b5" + type: "Eltwise" +} + +layer { + bottom: "res4b5" + top: "res4b5" + name: "res4b5_relu" + type: "ReLU" +} + +layer { + bottom: "res4b5" + top: "res4b6_branch2a" + name: "res4b6_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b6_branch2a" + top: "res4b6_branch2a" + name: "bn4b6_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b6_branch2a" + top: "res4b6_branch2a" + name: "scale4b6_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b6_branch2a" + bottom: "res4b6_branch2a" + name: "res4b6_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b6_branch2a" + top: "res4b6_branch2b" + name: "res4b6_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b6_branch2b" + top: "res4b6_branch2b" + name: "bn4b6_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b6_branch2b" + top: "res4b6_branch2b" + name: "scale4b6_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b6_branch2b" + bottom: "res4b6_branch2b" + name: "res4b6_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b6_branch2b" + top: "res4b6_branch2c" + name: "res4b6_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b6_branch2c" + top: "res4b6_branch2c" + name: "bn4b6_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b6_branch2c" + top: "res4b6_branch2c" + name: "scale4b6_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b5" + bottom: "res4b6_branch2c" + top: "res4b6" + name: "res4b6" + type: "Eltwise" +} + +layer { + bottom: "res4b6" + top: "res4b6" + name: "res4b6_relu" + type: "ReLU" +} + +layer { + bottom: "res4b6" + top: "res4b7_branch2a" + name: "res4b7_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b7_branch2a" + top: "res4b7_branch2a" + name: "bn4b7_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b7_branch2a" + top: "res4b7_branch2a" + name: "scale4b7_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b7_branch2a" + bottom: "res4b7_branch2a" + name: "res4b7_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b7_branch2a" + top: "res4b7_branch2b" + name: "res4b7_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b7_branch2b" + top: "res4b7_branch2b" + name: "bn4b7_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b7_branch2b" + top: "res4b7_branch2b" + name: "scale4b7_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b7_branch2b" + bottom: "res4b7_branch2b" + name: "res4b7_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b7_branch2b" + top: "res4b7_branch2c" + name: "res4b7_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b7_branch2c" + top: "res4b7_branch2c" + name: "bn4b7_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b7_branch2c" + top: "res4b7_branch2c" + name: "scale4b7_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b6" + bottom: "res4b7_branch2c" + top: "res4b7" + name: "res4b7" + type: "Eltwise" +} + +layer { + bottom: "res4b7" + top: "res4b7" + name: "res4b7_relu" + type: "ReLU" +} + +layer { + bottom: "res4b7" + top: "res4b8_branch2a" + name: "res4b8_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b8_branch2a" + top: "res4b8_branch2a" + name: "bn4b8_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b8_branch2a" + top: "res4b8_branch2a" + name: "scale4b8_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b8_branch2a" + bottom: "res4b8_branch2a" + name: "res4b8_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b8_branch2a" + top: "res4b8_branch2b" + name: "res4b8_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b8_branch2b" + top: "res4b8_branch2b" + name: "bn4b8_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b8_branch2b" + top: "res4b8_branch2b" + name: "scale4b8_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b8_branch2b" + bottom: "res4b8_branch2b" + name: "res4b8_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b8_branch2b" + top: "res4b8_branch2c" + name: "res4b8_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b8_branch2c" + top: "res4b8_branch2c" + name: "bn4b8_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b8_branch2c" + top: "res4b8_branch2c" + name: "scale4b8_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b7" + bottom: "res4b8_branch2c" + top: "res4b8" + name: "res4b8" + type: "Eltwise" +} + +layer { + bottom: "res4b8" + top: "res4b8" + name: "res4b8_relu" + type: "ReLU" +} + +layer { + bottom: "res4b8" + top: "res4b9_branch2a" + name: "res4b9_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b9_branch2a" + top: "res4b9_branch2a" + name: "bn4b9_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b9_branch2a" + top: "res4b9_branch2a" + name: "scale4b9_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b9_branch2a" + bottom: "res4b9_branch2a" + name: "res4b9_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b9_branch2a" + top: "res4b9_branch2b" + name: "res4b9_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b9_branch2b" + top: "res4b9_branch2b" + name: "bn4b9_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b9_branch2b" + top: "res4b9_branch2b" + name: "scale4b9_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b9_branch2b" + bottom: "res4b9_branch2b" + name: "res4b9_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b9_branch2b" + top: "res4b9_branch2c" + name: "res4b9_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b9_branch2c" + top: "res4b9_branch2c" + name: "bn4b9_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b9_branch2c" + top: "res4b9_branch2c" + name: "scale4b9_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b8" + bottom: "res4b9_branch2c" + top: "res4b9" + name: "res4b9" + type: "Eltwise" +} + +layer { + bottom: "res4b9" + top: "res4b9" + name: "res4b9_relu" + type: "ReLU" +} + +layer { + bottom: "res4b9" + top: "res4b10_branch2a" + name: "res4b10_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b10_branch2a" + top: "res4b10_branch2a" + name: "bn4b10_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b10_branch2a" + top: "res4b10_branch2a" + name: "scale4b10_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b10_branch2a" + bottom: "res4b10_branch2a" + name: "res4b10_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b10_branch2a" + top: "res4b10_branch2b" + name: "res4b10_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b10_branch2b" + top: "res4b10_branch2b" + name: "bn4b10_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b10_branch2b" + top: "res4b10_branch2b" + name: "scale4b10_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b10_branch2b" + bottom: "res4b10_branch2b" + name: "res4b10_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b10_branch2b" + top: "res4b10_branch2c" + name: "res4b10_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b10_branch2c" + top: "res4b10_branch2c" + name: "bn4b10_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b10_branch2c" + top: "res4b10_branch2c" + name: "scale4b10_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b9" + bottom: "res4b10_branch2c" + top: "res4b10" + name: "res4b10" + type: "Eltwise" +} + +layer { + bottom: "res4b10" + top: "res4b10" + name: "res4b10_relu" + type: "ReLU" +} + +layer { + bottom: "res4b10" + top: "res4b11_branch2a" + name: "res4b11_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b11_branch2a" + top: "res4b11_branch2a" + name: "bn4b11_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b11_branch2a" + top: "res4b11_branch2a" + name: "scale4b11_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b11_branch2a" + bottom: "res4b11_branch2a" + name: "res4b11_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b11_branch2a" + top: "res4b11_branch2b" + name: "res4b11_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b11_branch2b" + top: "res4b11_branch2b" + name: "bn4b11_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b11_branch2b" + top: "res4b11_branch2b" + name: "scale4b11_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b11_branch2b" + bottom: "res4b11_branch2b" + name: "res4b11_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b11_branch2b" + top: "res4b11_branch2c" + name: "res4b11_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b11_branch2c" + top: "res4b11_branch2c" + name: "bn4b11_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b11_branch2c" + top: "res4b11_branch2c" + name: "scale4b11_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b10" + bottom: "res4b11_branch2c" + top: "res4b11" + name: "res4b11" + type: "Eltwise" +} + +layer { + bottom: "res4b11" + top: "res4b11" + name: "res4b11_relu" + type: "ReLU" +} + +layer { + bottom: "res4b11" + top: "res4b12_branch2a" + name: "res4b12_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b12_branch2a" + top: "res4b12_branch2a" + name: "bn4b12_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b12_branch2a" + top: "res4b12_branch2a" + name: "scale4b12_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b12_branch2a" + bottom: "res4b12_branch2a" + name: "res4b12_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b12_branch2a" + top: "res4b12_branch2b" + name: "res4b12_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b12_branch2b" + top: "res4b12_branch2b" + name: "bn4b12_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b12_branch2b" + top: "res4b12_branch2b" + name: "scale4b12_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b12_branch2b" + bottom: "res4b12_branch2b" + name: "res4b12_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b12_branch2b" + top: "res4b12_branch2c" + name: "res4b12_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b12_branch2c" + top: "res4b12_branch2c" + name: "bn4b12_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b12_branch2c" + top: "res4b12_branch2c" + name: "scale4b12_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b11" + bottom: "res4b12_branch2c" + top: "res4b12" + name: "res4b12" + type: "Eltwise" +} + +layer { + bottom: "res4b12" + top: "res4b12" + name: "res4b12_relu" + type: "ReLU" +} + +layer { + bottom: "res4b12" + top: "res4b13_branch2a" + name: "res4b13_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b13_branch2a" + top: "res4b13_branch2a" + name: "bn4b13_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b13_branch2a" + top: "res4b13_branch2a" + name: "scale4b13_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b13_branch2a" + bottom: "res4b13_branch2a" + name: "res4b13_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b13_branch2a" + top: "res4b13_branch2b" + name: "res4b13_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b13_branch2b" + top: "res4b13_branch2b" + name: "bn4b13_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b13_branch2b" + top: "res4b13_branch2b" + name: "scale4b13_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b13_branch2b" + bottom: "res4b13_branch2b" + name: "res4b13_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b13_branch2b" + top: "res4b13_branch2c" + name: "res4b13_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b13_branch2c" + top: "res4b13_branch2c" + name: "bn4b13_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b13_branch2c" + top: "res4b13_branch2c" + name: "scale4b13_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b12" + bottom: "res4b13_branch2c" + top: "res4b13" + name: "res4b13" + type: "Eltwise" +} + +layer { + bottom: "res4b13" + top: "res4b13" + name: "res4b13_relu" + type: "ReLU" +} + +layer { + bottom: "res4b13" + top: "res4b14_branch2a" + name: "res4b14_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b14_branch2a" + top: "res4b14_branch2a" + name: "bn4b14_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b14_branch2a" + top: "res4b14_branch2a" + name: "scale4b14_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b14_branch2a" + bottom: "res4b14_branch2a" + name: "res4b14_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b14_branch2a" + top: "res4b14_branch2b" + name: "res4b14_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b14_branch2b" + top: "res4b14_branch2b" + name: "bn4b14_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b14_branch2b" + top: "res4b14_branch2b" + name: "scale4b14_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b14_branch2b" + bottom: "res4b14_branch2b" + name: "res4b14_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b14_branch2b" + top: "res4b14_branch2c" + name: "res4b14_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b14_branch2c" + top: "res4b14_branch2c" + name: "bn4b14_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b14_branch2c" + top: "res4b14_branch2c" + name: "scale4b14_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b13" + bottom: "res4b14_branch2c" + top: "res4b14" + name: "res4b14" + type: "Eltwise" +} + +layer { + bottom: "res4b14" + top: "res4b14" + name: "res4b14_relu" + type: "ReLU" +} + +layer { + bottom: "res4b14" + top: "res4b15_branch2a" + name: "res4b15_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b15_branch2a" + top: "res4b15_branch2a" + name: "bn4b15_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b15_branch2a" + top: "res4b15_branch2a" + name: "scale4b15_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b15_branch2a" + bottom: "res4b15_branch2a" + name: "res4b15_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b15_branch2a" + top: "res4b15_branch2b" + name: "res4b15_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b15_branch2b" + top: "res4b15_branch2b" + name: "bn4b15_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b15_branch2b" + top: "res4b15_branch2b" + name: "scale4b15_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b15_branch2b" + bottom: "res4b15_branch2b" + name: "res4b15_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b15_branch2b" + top: "res4b15_branch2c" + name: "res4b15_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b15_branch2c" + top: "res4b15_branch2c" + name: "bn4b15_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b15_branch2c" + top: "res4b15_branch2c" + name: "scale4b15_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b14" + bottom: "res4b15_branch2c" + top: "res4b15" + name: "res4b15" + type: "Eltwise" +} + +layer { + bottom: "res4b15" + top: "res4b15" + name: "res4b15_relu" + type: "ReLU" +} + +layer { + bottom: "res4b15" + top: "res4b16_branch2a" + name: "res4b16_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b16_branch2a" + top: "res4b16_branch2a" + name: "bn4b16_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b16_branch2a" + top: "res4b16_branch2a" + name: "scale4b16_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b16_branch2a" + bottom: "res4b16_branch2a" + name: "res4b16_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b16_branch2a" + top: "res4b16_branch2b" + name: "res4b16_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b16_branch2b" + top: "res4b16_branch2b" + name: "bn4b16_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b16_branch2b" + top: "res4b16_branch2b" + name: "scale4b16_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b16_branch2b" + bottom: "res4b16_branch2b" + name: "res4b16_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b16_branch2b" + top: "res4b16_branch2c" + name: "res4b16_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b16_branch2c" + top: "res4b16_branch2c" + name: "bn4b16_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b16_branch2c" + top: "res4b16_branch2c" + name: "scale4b16_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b15" + bottom: "res4b16_branch2c" + top: "res4b16" + name: "res4b16" + type: "Eltwise" +} + +layer { + bottom: "res4b16" + top: "res4b16" + name: "res4b16_relu" + type: "ReLU" +} + +layer { + bottom: "res4b16" + top: "res4b17_branch2a" + name: "res4b17_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b17_branch2a" + top: "res4b17_branch2a" + name: "bn4b17_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b17_branch2a" + top: "res4b17_branch2a" + name: "scale4b17_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b17_branch2a" + bottom: "res4b17_branch2a" + name: "res4b17_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b17_branch2a" + top: "res4b17_branch2b" + name: "res4b17_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b17_branch2b" + top: "res4b17_branch2b" + name: "bn4b17_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b17_branch2b" + top: "res4b17_branch2b" + name: "scale4b17_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b17_branch2b" + bottom: "res4b17_branch2b" + name: "res4b17_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b17_branch2b" + top: "res4b17_branch2c" + name: "res4b17_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b17_branch2c" + top: "res4b17_branch2c" + name: "bn4b17_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b17_branch2c" + top: "res4b17_branch2c" + name: "scale4b17_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b16" + bottom: "res4b17_branch2c" + top: "res4b17" + name: "res4b17" + type: "Eltwise" +} + +layer { + bottom: "res4b17" + top: "res4b17" + name: "res4b17_relu" + type: "ReLU" +} + +layer { + bottom: "res4b17" + top: "res4b18_branch2a" + name: "res4b18_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b18_branch2a" + top: "res4b18_branch2a" + name: "bn4b18_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b18_branch2a" + top: "res4b18_branch2a" + name: "scale4b18_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b18_branch2a" + bottom: "res4b18_branch2a" + name: "res4b18_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b18_branch2a" + top: "res4b18_branch2b" + name: "res4b18_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b18_branch2b" + top: "res4b18_branch2b" + name: "bn4b18_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b18_branch2b" + top: "res4b18_branch2b" + name: "scale4b18_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b18_branch2b" + bottom: "res4b18_branch2b" + name: "res4b18_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b18_branch2b" + top: "res4b18_branch2c" + name: "res4b18_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b18_branch2c" + top: "res4b18_branch2c" + name: "bn4b18_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b18_branch2c" + top: "res4b18_branch2c" + name: "scale4b18_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b17" + bottom: "res4b18_branch2c" + top: "res4b18" + name: "res4b18" + type: "Eltwise" +} + +layer { + bottom: "res4b18" + top: "res4b18" + name: "res4b18_relu" + type: "ReLU" +} + +layer { + bottom: "res4b18" + top: "res4b19_branch2a" + name: "res4b19_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b19_branch2a" + top: "res4b19_branch2a" + name: "bn4b19_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b19_branch2a" + top: "res4b19_branch2a" + name: "scale4b19_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b19_branch2a" + bottom: "res4b19_branch2a" + name: "res4b19_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b19_branch2a" + top: "res4b19_branch2b" + name: "res4b19_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b19_branch2b" + top: "res4b19_branch2b" + name: "bn4b19_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b19_branch2b" + top: "res4b19_branch2b" + name: "scale4b19_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b19_branch2b" + bottom: "res4b19_branch2b" + name: "res4b19_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b19_branch2b" + top: "res4b19_branch2c" + name: "res4b19_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b19_branch2c" + top: "res4b19_branch2c" + name: "bn4b19_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b19_branch2c" + top: "res4b19_branch2c" + name: "scale4b19_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b18" + bottom: "res4b19_branch2c" + top: "res4b19" + name: "res4b19" + type: "Eltwise" +} + +layer { + bottom: "res4b19" + top: "res4b19" + name: "res4b19_relu" + type: "ReLU" +} + +layer { + bottom: "res4b19" + top: "res4b20_branch2a" + name: "res4b20_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b20_branch2a" + top: "res4b20_branch2a" + name: "bn4b20_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b20_branch2a" + top: "res4b20_branch2a" + name: "scale4b20_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b20_branch2a" + bottom: "res4b20_branch2a" + name: "res4b20_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b20_branch2a" + top: "res4b20_branch2b" + name: "res4b20_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b20_branch2b" + top: "res4b20_branch2b" + name: "bn4b20_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b20_branch2b" + top: "res4b20_branch2b" + name: "scale4b20_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b20_branch2b" + bottom: "res4b20_branch2b" + name: "res4b20_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b20_branch2b" + top: "res4b20_branch2c" + name: "res4b20_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b20_branch2c" + top: "res4b20_branch2c" + name: "bn4b20_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b20_branch2c" + top: "res4b20_branch2c" + name: "scale4b20_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b19" + bottom: "res4b20_branch2c" + top: "res4b20" + name: "res4b20" + type: "Eltwise" +} + +layer { + bottom: "res4b20" + top: "res4b20" + name: "res4b20_relu" + type: "ReLU" +} + +layer { + bottom: "res4b20" + top: "res4b21_branch2a" + name: "res4b21_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b21_branch2a" + top: "res4b21_branch2a" + name: "bn4b21_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b21_branch2a" + top: "res4b21_branch2a" + name: "scale4b21_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b21_branch2a" + bottom: "res4b21_branch2a" + name: "res4b21_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b21_branch2a" + top: "res4b21_branch2b" + name: "res4b21_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b21_branch2b" + top: "res4b21_branch2b" + name: "bn4b21_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b21_branch2b" + top: "res4b21_branch2b" + name: "scale4b21_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b21_branch2b" + bottom: "res4b21_branch2b" + name: "res4b21_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b21_branch2b" + top: "res4b21_branch2c" + name: "res4b21_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b21_branch2c" + top: "res4b21_branch2c" + name: "bn4b21_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b21_branch2c" + top: "res4b21_branch2c" + name: "scale4b21_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b20" + bottom: "res4b21_branch2c" + top: "res4b21" + name: "res4b21" + type: "Eltwise" +} + +layer { + bottom: "res4b21" + top: "res4b21" + name: "res4b21_relu" + type: "ReLU" +} + +layer { + bottom: "res4b21" + top: "res4b22_branch2a" + name: "res4b22_branch2a" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b22_branch2a" + top: "res4b22_branch2a" + name: "bn4b22_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b22_branch2a" + top: "res4b22_branch2a" + name: "scale4b22_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b22_branch2a" + bottom: "res4b22_branch2a" + name: "res4b22_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res4b22_branch2a" + top: "res4b22_branch2b" + name: "res4b22_branch2b" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b22_branch2b" + top: "res4b22_branch2b" + name: "bn4b22_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b22_branch2b" + top: "res4b22_branch2b" + name: "scale4b22_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res4b22_branch2b" + bottom: "res4b22_branch2b" + name: "res4b22_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res4b22_branch2b" + top: "res4b22_branch2c" + name: "res4b22_branch2c" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res4b22_branch2c" + top: "res4b22_branch2c" + name: "bn4b22_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b22_branch2c" + top: "res4b22_branch2c" + name: "scale4b22_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b21" + bottom: "res4b22_branch2c" + top: "res4b22" + name: "res4b22" + type: "Eltwise" +} + +layer { + bottom: "res4b22" + top: "res4b22" + name: "res4b22_relu" + type: "ReLU" +} + +layer { + bottom: "res4b22" + top: "res5a_branch1" + name: "res5a_branch1" + type: "Convolution" + convolution_param { + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5a_branch1" + top: "res5a_branch1" + name: "bn5a_branch1" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a_branch1" + top: "res5a_branch1" + name: "scale5a_branch1" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res4b22" + top: "res5a_branch2a" + name: "res5a_branch2a" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2a" + name: "bn5a_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2a" + name: "scale5a_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5a_branch2a" + bottom: "res5a_branch2a" + name: "res5a_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res5a_branch2a" + top: "res5a_branch2b" + name: "res5a_branch2b" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + dilation: 2 + pad: 2 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2b" + name: "bn5a_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2b" + name: "scale5a_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5a_branch2b" + bottom: "res5a_branch2b" + name: "res5a_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res5a_branch2b" + top: "res5a_branch2c" + name: "res5a_branch2c" + type: "Convolution" + convolution_param { + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5a_branch2c" + top: "res5a_branch2c" + name: "bn5a_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a_branch2c" + top: "res5a_branch2c" + name: "scale5a_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a_branch1" + bottom: "res5a_branch2c" + top: "res5a" + name: "res5a" + type: "Eltwise" +} + +layer { + bottom: "res5a" + top: "res5a" + name: "res5a_relu" + type: "ReLU" +} + +layer { + bottom: "res5a" + top: "res5b_branch2a" + name: "res5b_branch2a" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2a" + name: "bn5b_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2a" + name: "scale5b_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5b_branch2a" + bottom: "res5b_branch2a" + name: "res5b_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res5b_branch2a" + top: "res5b_branch2b" + name: "res5b_branch2b" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + dilation: 2 + pad: 2 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2b" + name: "bn5b_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2b" + name: "scale5b_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5b_branch2b" + bottom: "res5b_branch2b" + name: "res5b_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res5b_branch2b" + top: "res5b_branch2c" + name: "res5b_branch2c" + type: "Convolution" + convolution_param { + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5b_branch2c" + top: "res5b_branch2c" + name: "bn5b_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5b_branch2c" + top: "res5b_branch2c" + name: "scale5b_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5a" + bottom: "res5b_branch2c" + top: "res5b" + name: "res5b" + type: "Eltwise" +} + +layer { + bottom: "res5b" + top: "res5b" + name: "res5b_relu" + type: "ReLU" +} + +layer { + bottom: "res5b" + top: "res5c_branch2a" + name: "res5c_branch2a" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2a" + name: "bn5c_branch2a" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2a" + name: "scale5c_branch2a" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5c_branch2a" + bottom: "res5c_branch2a" + name: "res5c_branch2a_relu" + type: "ReLU" +} + +layer { + bottom: "res5c_branch2a" + top: "res5c_branch2b" + name: "res5c_branch2b" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + dilation: 2 + pad: 2 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2b" + name: "bn5c_branch2b" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2b" + name: "scale5c_branch2b" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + top: "res5c_branch2b" + bottom: "res5c_branch2b" + name: "res5c_branch2b_relu" + type: "ReLU" +} + +layer { + bottom: "res5c_branch2b" + top: "res5c_branch2c" + name: "res5c_branch2c" + type: "Convolution" + convolution_param { + num_output: 2048 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: false + } + param { + lr_mult: 1.0 + } +} + +layer { + bottom: "res5c_branch2c" + top: "res5c_branch2c" + name: "bn5c_branch2c" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5c_branch2c" + top: "res5c_branch2c" + name: "scale5c_branch2c" + type: "Scale" + scale_param { + bias_term: true + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} + +layer { + bottom: "res5b" + bottom: "res5c_branch2c" + top: "res5c" + name: "res5c" + type: "Eltwise" +} + +layer { + bottom: "res5c" + top: "res5c" + name: "res5c_relu" + type: "ReLU" +} + + +#========= RPN ============ + +layer { + name: "rpn_conv/3x3" + type: "Convolution" + bottom: "res4b22" + top: "rpn/output" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 512 + kernel_size: 3 pad: 1 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + name: "rpn_relu/3x3" + type: "ReLU" + bottom: "rpn/output" + top: "rpn/output" +} + +layer { + name: "rpn_cls_score" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_cls_score" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 18 # 2(bg/fg) * 9(anchors) + kernel_size: 1 pad: 0 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + name: "rpn_bbox_pred" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_bbox_pred" + param { lr_mult: 1.0 decay_mult: 1.0 } + param { lr_mult: 2.0 decay_mult: 0 } + convolution_param { + num_output: 36 # 4 * 9(anchors) + kernel_size: 1 pad: 0 stride: 1 + weight_filler { type: "gaussian" std: 0.01 } + bias_filler { type: "constant" value: 0 } + } +} +layer { + bottom: "rpn_cls_score" + top: "rpn_cls_score_reshape" + name: "rpn_cls_score_reshape" + type: "Reshape" + reshape_param { shape { dim: 0 dim: 2 dim: -1 dim: 0 } } +} + +#========= RoI Proposal ============ + +layer { + name: "rpn_cls_prob" + type: "Softmax" + bottom: "rpn_cls_score_reshape" + top: "rpn_cls_prob" +} +layer { + name: 'rpn_cls_prob_reshape' + type: 'Reshape' + bottom: 'rpn_cls_prob' + top: 'rpn_cls_prob_reshape' + reshape_param { shape { dim: 0 dim: 18 dim: -1 dim: 0 } } +} +layer { + name: 'proposal' + type: 'Python' + bottom: 'rpn_cls_prob_reshape' + bottom: 'rpn_bbox_pred' + bottom: 'im_info' + top: 'rois' + python_param { + module: 'rpn.proposal_layer' + layer: 'ProposalLayer' + param_str: "'feat_stride': 16" + } +} + +#----------------------new conv layer------------------ +layer { + bottom: "res5c" + top: "conv_new_1" + name: "conv_new_1" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 1 + pad: 0 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } + param { + lr_mult: 1.0 + } + param { + lr_mult: 2.0 + } +} + +layer { + bottom: "conv_new_1" + top: "conv_new_1" + name: "conv_new_1_relu" + type: "ReLU" +} + +layer { + bottom: "conv_new_1" + top: "rfcn_cls" + name: "rfcn_cls" + type: "Convolution" + convolution_param { + num_output: 1029 #21*(7^2) cls_num*(score_maps_size^2) + kernel_size: 1 + pad: 0 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } + param { + lr_mult: 1.0 + } + param { + lr_mult: 2.0 + } +} +layer { + bottom: "conv_new_1" + top: "rfcn_bbox" + name: "rfcn_bbox" + type: "Convolution" + convolution_param { + num_output: 392 #8*(7^2) cls_num*(score_maps_size^2) + kernel_size: 1 + pad: 0 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0 + } + } + param { + lr_mult: 1.0 + } + param { + lr_mult: 2.0 + } +} + +#--------------position sensitive RoI pooling-------------- +layer { + bottom: "rfcn_cls" + bottom: "rois" + top: "psroipooled_cls_rois" + name: "psroipooled_cls_rois" + type: "PSROIPooling" + psroi_pooling_param { + spatial_scale: 0.0625 + output_dim: 21 + group_size: 7 + } +} + +layer { + bottom: "psroipooled_cls_rois" + top: "cls_score" + name: "ave_cls_score_rois" + type: "Pooling" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 7 + } +} + + +layer { + bottom: "rfcn_bbox" + bottom: "rois" + top: "psroipooled_loc_rois" + name: "psroipooled_loc_rois" + type: "PSROIPooling" + psroi_pooling_param { + spatial_scale: 0.0625 + output_dim: 8 + group_size: 7 + } +} + +layer { + bottom: "psroipooled_loc_rois" + top: "bbox_pred_pre" + name: "ave_bbox_pred_rois" + type: "Pooling" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 7 + } +} + + +#-----------------------output------------------------ +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob_pre" +} + +layer { + name: "cls_prob_reshape" + type: "Reshape" + bottom: "cls_prob_pre" + top: "cls_prob" + reshape_param { + shape { + dim: -1 + dim: 21 + } + } +} + +layer { + name: "bbox_pred_reshape" + type: "Reshape" + bottom: "bbox_pred_pre" + top: "bbox_pred" + reshape_param { + shape { + dim: -1 + dim: 8 + } + } +} + + diff --git a/models/intel_optimized_models/benchmark/ssd/deploy.prototxt b/models/intel_optimized_models/benchmark/ssd/deploy.prototxt new file mode 100644 index 000000000..317138703 --- /dev/null +++ b/models/intel_optimized_models/benchmark/ssd/deploy.prototxt @@ -0,0 +1,1620 @@ +name: "VGG_VOC0712_SSD_300x300_deploy" +input: "data" +input_shape { dim: 1 dim: 3 dim: 300 dim: 300} +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu1_1" + type: "ReLU" + bottom: "conv1_1" + top: "conv1_1" +} +layer { + name: "conv1_2" + type: "Convolution" + bottom: "conv1_1" + top: "conv1_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu1_2" + type: "ReLU" + bottom: "conv1_2" + top: "conv1_2" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1_2" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv2_1" + type: "Convolution" + bottom: "pool1" + top: "conv2_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu2_1" + type: "ReLU" + bottom: "conv2_1" + top: "conv2_1" +} +layer { + name: "conv2_2" + type: "Convolution" + bottom: "conv2_1" + top: "conv2_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu2_2" + type: "ReLU" + bottom: "conv2_2" + top: "conv2_2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2_2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv3_1" + type: "Convolution" + bottom: "pool2" + top: "conv3_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_1" + type: "ReLU" + bottom: "conv3_1" + top: "conv3_1" +} +layer { + name: "conv3_2" + type: "Convolution" + bottom: "conv3_1" + top: "conv3_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_2" + type: "ReLU" + bottom: "conv3_2" + top: "conv3_2" +} +layer { + name: "conv3_3" + type: "Convolution" + bottom: "conv3_2" + top: "conv3_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_3" + type: "ReLU" + bottom: "conv3_3" + top: "conv3_3" +} +layer { + name: "pool3" + type: "Pooling" + bottom: "conv3_3" + top: "pool3" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv4_1" + type: "Convolution" + bottom: "pool3" + top: "conv4_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_1" + type: "ReLU" + bottom: "conv4_1" + top: "conv4_1" +} +layer { + name: "conv4_2" + type: "Convolution" + bottom: "conv4_1" + top: "conv4_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_2" + type: "ReLU" + bottom: "conv4_2" + top: "conv4_2" +} +layer { + name: "conv4_3" + type: "Convolution" + bottom: "conv4_2" + top: "conv4_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_3" + type: "ReLU" + bottom: "conv4_3" + top: "conv4_3" +} +layer { + name: "pool4" + type: "Pooling" + bottom: "conv4_3" + top: "pool4" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv5_1" + type: "Convolution" + bottom: "pool4" + top: "conv5_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_1" + type: "ReLU" + bottom: "conv5_1" + top: "conv5_1" +} +layer { + name: "conv5_2" + type: "Convolution" + bottom: "conv5_1" + top: "conv5_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_2" + type: "ReLU" + bottom: "conv5_2" + top: "conv5_2" +} +layer { + name: "conv5_3" + type: "Convolution" + bottom: "conv5_2" + top: "conv5_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_3" + type: "ReLU" + bottom: "conv5_3" + top: "conv5_3" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5_3" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "fc6" + type: "Convolution" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + pad: 6 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 6 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "fc7" + type: "Convolution" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "conv6_1" + type: "Convolution" + bottom: "fc7" + top: "conv6_1" + 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: "conv6_1_relu" + type: "ReLU" + bottom: "conv6_1" + top: "conv6_1" +} +layer { + name: "conv6_2" + type: "Convolution" + bottom: "conv6_1" + top: "conv6_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_relu" + type: "ReLU" + bottom: "conv6_2" + top: "conv6_2" +} +layer { + name: "conv7_1" + type: "Convolution" + bottom: "conv6_2" + top: "conv7_1" + 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: "conv7_1_relu" + type: "ReLU" + bottom: "conv7_1" + top: "conv7_1" +} +layer { + name: "conv7_2" + type: "Convolution" + bottom: "conv7_1" + top: "conv7_2" + 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: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_relu" + type: "ReLU" + bottom: "conv7_2" + top: "conv7_2" +} +layer { + name: "conv8_1" + type: "Convolution" + bottom: "conv7_2" + top: "conv8_1" + 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: "conv8_1_relu" + type: "ReLU" + bottom: "conv8_1" + top: "conv8_1" +} +layer { + name: "conv8_2" + type: "Convolution" + bottom: "conv8_1" + top: "conv8_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_relu" + type: "ReLU" + bottom: "conv8_2" + top: "conv8_2" +} +layer { + name: "conv9_1" + type: "Convolution" + bottom: "conv8_2" + top: "conv9_1" + 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: "conv9_1_relu" + type: "ReLU" + bottom: "conv9_1" + top: "conv9_1" +} +layer { + name: "conv9_2" + type: "Convolution" + bottom: "conv9_1" + top: "conv9_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_relu" + type: "ReLU" + bottom: "conv9_2" + top: "conv9_2" +} +layer { + name: "conv4_3_norm" + type: "Normalize" + bottom: "conv4_3" + top: "conv4_3_norm" + norm_param { + across_spatial: false + scale_filler { + type: "constant" + value: 20 + } + channel_shared: false + } +} +layer { + name: "conv4_3_norm_mbox_loc" + type: "Convolution" + bottom: "conv4_3_norm" + top: "conv4_3_norm_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv4_3_norm_mbox_loc_perm" + type: "Permute" + bottom: "conv4_3_norm_mbox_loc" + top: "conv4_3_norm_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv4_3_norm_mbox_loc_flat" + type: "Flatten" + bottom: "conv4_3_norm_mbox_loc_perm" + top: "conv4_3_norm_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv4_3_norm_mbox_conf" + type: "Convolution" + bottom: "conv4_3_norm" + top: "conv4_3_norm_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv4_3_norm_mbox_conf_perm" + type: "Permute" + bottom: "conv4_3_norm_mbox_conf" + top: "conv4_3_norm_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv4_3_norm_mbox_conf_flat" + type: "Flatten" + bottom: "conv4_3_norm_mbox_conf_perm" + top: "conv4_3_norm_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv4_3_norm_mbox_priorbox" + type: "PriorBox" + bottom: "conv4_3_norm" + bottom: "data" + top: "conv4_3_norm_mbox_priorbox" + prior_box_param { + min_size: 30.0 + max_size: 60.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 8 + offset: 0.5 + } +} +layer { + name: "fc7_mbox_loc" + type: "Convolution" + bottom: "fc7" + top: "fc7_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "fc7_mbox_loc_perm" + type: "Permute" + bottom: "fc7_mbox_loc" + top: "fc7_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "fc7_mbox_loc_flat" + type: "Flatten" + bottom: "fc7_mbox_loc_perm" + top: "fc7_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "fc7_mbox_conf" + type: "Convolution" + bottom: "fc7" + top: "fc7_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "fc7_mbox_conf_perm" + type: "Permute" + bottom: "fc7_mbox_conf" + top: "fc7_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "fc7_mbox_conf_flat" + type: "Flatten" + bottom: "fc7_mbox_conf_perm" + top: "fc7_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "fc7_mbox_priorbox" + type: "PriorBox" + bottom: "fc7" + bottom: "data" + top: "fc7_mbox_priorbox" + prior_box_param { + min_size: 60.0 + max_size: 111.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 16 + offset: 0.5 + } +} +layer { + name: "conv6_2_mbox_loc" + type: "Convolution" + bottom: "conv6_2" + top: "conv6_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_mbox_loc_perm" + type: "Permute" + bottom: "conv6_2_mbox_loc" + top: "conv6_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv6_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv6_2_mbox_loc_perm" + top: "conv6_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv6_2_mbox_conf" + type: "Convolution" + bottom: "conv6_2" + top: "conv6_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_mbox_conf_perm" + type: "Permute" + bottom: "conv6_2_mbox_conf" + top: "conv6_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv6_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv6_2_mbox_conf_perm" + top: "conv6_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv6_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv6_2" + bottom: "data" + top: "conv6_2_mbox_priorbox" + prior_box_param { + min_size: 111.0 + max_size: 162.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 32 + offset: 0.5 + } +} +layer { + name: "conv7_2_mbox_loc" + type: "Convolution" + bottom: "conv7_2" + top: "conv7_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_mbox_loc_perm" + type: "Permute" + bottom: "conv7_2_mbox_loc" + top: "conv7_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv7_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv7_2_mbox_loc_perm" + top: "conv7_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv7_2_mbox_conf" + type: "Convolution" + bottom: "conv7_2" + top: "conv7_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_mbox_conf_perm" + type: "Permute" + bottom: "conv7_2_mbox_conf" + top: "conv7_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv7_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv7_2_mbox_conf_perm" + top: "conv7_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv7_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv7_2" + bottom: "data" + top: "conv7_2_mbox_priorbox" + prior_box_param { + min_size: 162.0 + max_size: 213.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 64 + offset: 0.5 + } +} +layer { + name: "conv8_2_mbox_loc" + type: "Convolution" + bottom: "conv8_2" + top: "conv8_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_mbox_loc_perm" + type: "Permute" + bottom: "conv8_2_mbox_loc" + top: "conv8_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv8_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv8_2_mbox_loc_perm" + top: "conv8_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv8_2_mbox_conf" + type: "Convolution" + bottom: "conv8_2" + top: "conv8_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_mbox_conf_perm" + type: "Permute" + bottom: "conv8_2_mbox_conf" + top: "conv8_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv8_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv8_2_mbox_conf_perm" + top: "conv8_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv8_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv8_2" + bottom: "data" + top: "conv8_2_mbox_priorbox" + prior_box_param { + min_size: 213.0 + max_size: 264.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 100 + offset: 0.5 + } +} +layer { + name: "conv9_2_mbox_loc" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_mbox_loc_perm" + type: "Permute" + bottom: "conv9_2_mbox_loc" + top: "conv9_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv9_2_mbox_loc_perm" + top: "conv9_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_conf" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_mbox_conf_perm" + type: "Permute" + bottom: "conv9_2_mbox_conf" + top: "conv9_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv9_2_mbox_conf_perm" + top: "conv9_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv9_2" + bottom: "data" + top: "conv9_2_mbox_priorbox" + prior_box_param { + min_size: 264.0 + max_size: 315.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 300 + offset: 0.5 + } +} +layer { + name: "mbox_loc" + type: "Concat" + bottom: "conv4_3_norm_mbox_loc_flat" + bottom: "fc7_mbox_loc_flat" + bottom: "conv6_2_mbox_loc_flat" + bottom: "conv7_2_mbox_loc_flat" + bottom: "conv8_2_mbox_loc_flat" + bottom: "conv9_2_mbox_loc_flat" + top: "mbox_loc" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv4_3_norm_mbox_conf_flat" + bottom: "fc7_mbox_conf_flat" + bottom: "conv6_2_mbox_conf_flat" + bottom: "conv7_2_mbox_conf_flat" + bottom: "conv8_2_mbox_conf_flat" + bottom: "conv9_2_mbox_conf_flat" + top: "mbox_conf" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_priorbox" + type: "Concat" + bottom: "conv4_3_norm_mbox_priorbox" + bottom: "fc7_mbox_priorbox" + bottom: "conv6_2_mbox_priorbox" + bottom: "conv7_2_mbox_priorbox" + bottom: "conv8_2_mbox_priorbox" + bottom: "conv9_2_mbox_priorbox" + top: "mbox_priorbox" + concat_param { + axis: 2 + } +} +layer { + name: "mbox_conf_reshape" + type: "Reshape" + bottom: "mbox_conf" + top: "mbox_conf_reshape" + reshape_param { + shape { dim: 0 dim: -1 dim: 21} + } +} +layer { + name: "mbox_conf_softmax" + type: "Softmax" + bottom: "mbox_conf_reshape" + top: "mbox_conf_softmax" + softmax_param { + axis: 2 + } +} +layer { + name: "mbox_conf_flatten" + type: "Flatten" + bottom: "mbox_conf_softmax" + top: "mbox_conf_flatten" + flatten_param { + axis: 1 + } +} +layer { + name: "detection_out" + type: "DetectionOutput" + bottom: "mbox_loc" + bottom: "mbox_conf_flatten" + bottom: "mbox_priorbox" + top: "detection_out" + include { + phase: TEST + } + detection_output_param { + num_classes: 21 + share_location: true + background_label_id: 0 + nms_param { + nms_threshold: 0.45 + top_k: 400 + } + # save_output_param { + # output_directory: "data/ssd_out/VOC2007/SSD_300x300" + # output_name_prefix: "comp4_det_test_" + # output_format: "VOC" + # label_map_file: "data/VOC0712/labelmap_voc.prototxt" + # name_size_file: "data/VOC0712/test_name_size.txt" + # num_test_image: 4952 + # } + code_type: CENTER_SIZE + keep_top_k: 200 + confidence_threshold: 0.01 + } +} + diff --git a/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt b/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt new file mode 100644 index 000000000..ea1d4aa51 --- /dev/null +++ b/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt @@ -0,0 +1,1617 @@ +name: "VGG_VOC0712_SSD_300x300_train" +layer { + name: "data" + type: "DummyData" + top: "data" + top: "label" + include { + phase: TRAIN + } + dummy_data_param { + shape: { dim: 256 dim: 3 dim: 300 dim: 300} + data_filler { + type: "constant" + value: 0.01 + } + data_filler { + type: "uniform" + min: 1 + max: 10 + } + } +} + +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu1_1" + type: "ReLU" + bottom: "conv1_1" + top: "conv1_1" +} +layer { + name: "conv1_2" + type: "Convolution" + bottom: "conv1_1" + top: "conv1_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu1_2" + type: "ReLU" + bottom: "conv1_2" + top: "conv1_2" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1_2" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv2_1" + type: "Convolution" + bottom: "pool1" + top: "conv2_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu2_1" + type: "ReLU" + bottom: "conv2_1" + top: "conv2_1" +} +layer { + name: "conv2_2" + type: "Convolution" + bottom: "conv2_1" + top: "conv2_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu2_2" + type: "ReLU" + bottom: "conv2_2" + top: "conv2_2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2_2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv3_1" + type: "Convolution" + bottom: "pool2" + top: "conv3_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_1" + type: "ReLU" + bottom: "conv3_1" + top: "conv3_1" +} +layer { + name: "conv3_2" + type: "Convolution" + bottom: "conv3_1" + top: "conv3_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_2" + type: "ReLU" + bottom: "conv3_2" + top: "conv3_2" +} +layer { + name: "conv3_3" + type: "Convolution" + bottom: "conv3_2" + top: "conv3_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu3_3" + type: "ReLU" + bottom: "conv3_3" + top: "conv3_3" +} +layer { + name: "pool3" + type: "Pooling" + bottom: "conv3_3" + top: "pool3" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv4_1" + type: "Convolution" + bottom: "pool3" + top: "conv4_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_1" + type: "ReLU" + bottom: "conv4_1" + top: "conv4_1" +} +layer { + name: "conv4_2" + type: "Convolution" + bottom: "conv4_1" + top: "conv4_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_2" + type: "ReLU" + bottom: "conv4_2" + top: "conv4_2" +} +layer { + name: "conv4_3" + type: "Convolution" + bottom: "conv4_2" + top: "conv4_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu4_3" + type: "ReLU" + bottom: "conv4_3" + top: "conv4_3" +} +layer { + name: "pool4" + type: "Pooling" + bottom: "conv4_3" + top: "pool4" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv5_1" + type: "Convolution" + bottom: "pool4" + top: "conv5_1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_1" + type: "ReLU" + bottom: "conv5_1" + top: "conv5_1" +} +layer { + name: "conv5_2" + type: "Convolution" + bottom: "conv5_1" + top: "conv5_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_2" + type: "ReLU" + bottom: "conv5_2" + top: "conv5_2" +} +layer { + name: "conv5_3" + type: "Convolution" + bottom: "conv5_2" + top: "conv5_3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 1 + } +} +layer { + name: "relu5_3" + type: "ReLU" + bottom: "conv5_3" + top: "conv5_3" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5_3" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "fc6" + type: "Convolution" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + pad: 6 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + dilation: 6 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "fc7" + type: "Convolution" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + kernel_size: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "conv6_1" + type: "Convolution" + bottom: "fc7" + top: "conv6_1" + 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: "conv6_1_relu" + type: "ReLU" + bottom: "conv6_1" + top: "conv6_1" +} +layer { + name: "conv6_2" + type: "Convolution" + bottom: "conv6_1" + top: "conv6_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_relu" + type: "ReLU" + bottom: "conv6_2" + top: "conv6_2" +} +layer { + name: "conv7_1" + type: "Convolution" + bottom: "conv6_2" + top: "conv7_1" + 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: "conv7_1_relu" + type: "ReLU" + bottom: "conv7_1" + top: "conv7_1" +} +layer { + name: "conv7_2" + type: "Convolution" + bottom: "conv7_1" + top: "conv7_2" + 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: 2 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_relu" + type: "ReLU" + bottom: "conv7_2" + top: "conv7_2" +} +layer { + name: "conv8_1" + type: "Convolution" + bottom: "conv7_2" + top: "conv8_1" + 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: "conv8_1_relu" + type: "ReLU" + bottom: "conv8_1" + top: "conv8_1" +} +layer { + name: "conv8_2" + type: "Convolution" + bottom: "conv8_1" + top: "conv8_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_relu" + type: "ReLU" + bottom: "conv8_2" + top: "conv8_2" +} +layer { + name: "conv9_1" + type: "Convolution" + bottom: "conv8_2" + top: "conv9_1" + 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: "conv9_1_relu" + type: "ReLU" + bottom: "conv9_1" + top: "conv9_1" +} +layer { + name: "conv9_2" + type: "Convolution" + bottom: "conv9_1" + top: "conv9_2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_relu" + type: "ReLU" + bottom: "conv9_2" + top: "conv9_2" +} +layer { + name: "conv4_3_norm" + type: "Normalize" + bottom: "conv4_3" + top: "conv4_3_norm" + norm_param { + across_spatial: false + scale_filler { + type: "constant" + value: 20 + } + channel_shared: false + } +} +layer { + name: "conv4_3_norm_mbox_loc" + type: "Convolution" + bottom: "conv4_3_norm" + top: "conv4_3_norm_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv4_3_norm_mbox_loc_perm" + type: "Permute" + bottom: "conv4_3_norm_mbox_loc" + top: "conv4_3_norm_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv4_3_norm_mbox_loc_flat" + type: "Flatten" + bottom: "conv4_3_norm_mbox_loc_perm" + top: "conv4_3_norm_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv4_3_norm_mbox_conf" + type: "Convolution" + bottom: "conv4_3_norm" + top: "conv4_3_norm_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv4_3_norm_mbox_conf_perm" + type: "Permute" + bottom: "conv4_3_norm_mbox_conf" + top: "conv4_3_norm_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv4_3_norm_mbox_conf_flat" + type: "Flatten" + bottom: "conv4_3_norm_mbox_conf_perm" + top: "conv4_3_norm_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv4_3_norm_mbox_priorbox" + type: "PriorBox" + bottom: "conv4_3_norm" + bottom: "data" + top: "conv4_3_norm_mbox_priorbox" + prior_box_param { + min_size: 30.0 + max_size: 60.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 8 + offset: 0.5 + } +} +layer { + name: "fc7_mbox_loc" + type: "Convolution" + bottom: "fc7" + top: "fc7_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "fc7_mbox_loc_perm" + type: "Permute" + bottom: "fc7_mbox_loc" + top: "fc7_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "fc7_mbox_loc_flat" + type: "Flatten" + bottom: "fc7_mbox_loc_perm" + top: "fc7_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "fc7_mbox_conf" + type: "Convolution" + bottom: "fc7" + top: "fc7_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "fc7_mbox_conf_perm" + type: "Permute" + bottom: "fc7_mbox_conf" + top: "fc7_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "fc7_mbox_conf_flat" + type: "Flatten" + bottom: "fc7_mbox_conf_perm" + top: "fc7_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "fc7_mbox_priorbox" + type: "PriorBox" + bottom: "fc7" + bottom: "data" + top: "fc7_mbox_priorbox" + prior_box_param { + min_size: 60.0 + max_size: 111.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 16 + offset: 0.5 + } +} +layer { + name: "conv6_2_mbox_loc" + type: "Convolution" + bottom: "conv6_2" + top: "conv6_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_mbox_loc_perm" + type: "Permute" + bottom: "conv6_2_mbox_loc" + top: "conv6_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv6_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv6_2_mbox_loc_perm" + top: "conv6_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv6_2_mbox_conf" + type: "Convolution" + bottom: "conv6_2" + top: "conv6_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv6_2_mbox_conf_perm" + type: "Permute" + bottom: "conv6_2_mbox_conf" + top: "conv6_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv6_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv6_2_mbox_conf_perm" + top: "conv6_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv6_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv6_2" + bottom: "data" + top: "conv6_2_mbox_priorbox" + prior_box_param { + min_size: 111.0 + max_size: 162.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 32 + offset: 0.5 + } +} +layer { + name: "conv7_2_mbox_loc" + type: "Convolution" + bottom: "conv7_2" + top: "conv7_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_mbox_loc_perm" + type: "Permute" + bottom: "conv7_2_mbox_loc" + top: "conv7_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv7_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv7_2_mbox_loc_perm" + top: "conv7_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv7_2_mbox_conf" + type: "Convolution" + bottom: "conv7_2" + top: "conv7_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 126 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv7_2_mbox_conf_perm" + type: "Permute" + bottom: "conv7_2_mbox_conf" + top: "conv7_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv7_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv7_2_mbox_conf_perm" + top: "conv7_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv7_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv7_2" + bottom: "data" + top: "conv7_2_mbox_priorbox" + prior_box_param { + min_size: 162.0 + max_size: 213.0 + aspect_ratio: 2 + aspect_ratio: 3 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 64 + offset: 0.5 + } +} +layer { + name: "conv8_2_mbox_loc" + type: "Convolution" + bottom: "conv8_2" + top: "conv8_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_mbox_loc_perm" + type: "Permute" + bottom: "conv8_2_mbox_loc" + top: "conv8_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv8_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv8_2_mbox_loc_perm" + top: "conv8_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv8_2_mbox_conf" + type: "Convolution" + bottom: "conv8_2" + top: "conv8_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv8_2_mbox_conf_perm" + type: "Permute" + bottom: "conv8_2_mbox_conf" + top: "conv8_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv8_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv8_2_mbox_conf_perm" + top: "conv8_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv8_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv8_2" + bottom: "data" + top: "conv8_2_mbox_priorbox" + prior_box_param { + min_size: 213.0 + max_size: 264.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 100 + offset: 0.5 + } +} +layer { + name: "conv9_2_mbox_loc" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_loc" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_mbox_loc_perm" + type: "Permute" + bottom: "conv9_2_mbox_loc" + top: "conv9_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv9_2_mbox_loc_perm" + top: "conv9_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_conf" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_conf" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "conv9_2_mbox_conf_perm" + type: "Permute" + bottom: "conv9_2_mbox_conf" + top: "conv9_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv9_2_mbox_conf_perm" + top: "conv9_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv9_2" + bottom: "data" + top: "conv9_2_mbox_priorbox" + prior_box_param { + min_size: 264.0 + max_size: 315.0 + aspect_ratio: 2 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 300 + offset: 0.5 + } +} +layer { + name: "mbox_loc" + type: "Concat" + bottom: "conv4_3_norm_mbox_loc_flat" + bottom: "fc7_mbox_loc_flat" + bottom: "conv6_2_mbox_loc_flat" + bottom: "conv7_2_mbox_loc_flat" + bottom: "conv8_2_mbox_loc_flat" + bottom: "conv9_2_mbox_loc_flat" + top: "mbox_loc" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv4_3_norm_mbox_conf_flat" + bottom: "fc7_mbox_conf_flat" + bottom: "conv6_2_mbox_conf_flat" + bottom: "conv7_2_mbox_conf_flat" + bottom: "conv8_2_mbox_conf_flat" + bottom: "conv9_2_mbox_conf_flat" + top: "mbox_conf" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_priorbox" + type: "Concat" + bottom: "conv4_3_norm_mbox_priorbox" + bottom: "fc7_mbox_priorbox" + bottom: "conv6_2_mbox_priorbox" + bottom: "conv7_2_mbox_priorbox" + bottom: "conv8_2_mbox_priorbox" + bottom: "conv9_2_mbox_priorbox" + top: "mbox_priorbox" + concat_param { + axis: 2 + } +} +layer { + name: "mbox_loss" + type: "MultiBoxLoss" + bottom: "mbox_loc" + bottom: "mbox_conf" + bottom: "mbox_priorbox" + bottom: "label" + top: "mbox_loss" + include { + phase: TRAIN + } + propagate_down: true + propagate_down: true + propagate_down: false + propagate_down: false + loss_param { + normalization: VALID + } + multibox_loss_param { + loc_loss_type: SMOOTH_L1 + conf_loss_type: SOFTMAX + loc_weight: 1.0 + num_classes: 21 + share_location: true + match_type: PER_PREDICTION + overlap_threshold: 0.5 + use_prior_for_matching: true + background_label_id: 0 + use_difficult_gt: true + neg_pos_ratio: 3.0 + neg_overlap: 0.5 + code_type: CENTER_SIZE + ignore_cross_boundary_bbox: false + mining_type: MAX_NEGATIVE + } +} \ No newline at end of file diff --git a/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt b/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt new file mode 100644 index 000000000..968e86c6d --- /dev/null +++ b/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt @@ -0,0 +1,3106 @@ +name: "MobileNet-SSD" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape: { dim: 32 dim: 3 dim: 300 dim: 300 } + } +} +layer { + name: "data" + type: "DummyData" + top: "label" + dummy_data_param { + data_filler { + type: "constant" + value: 1 + } + shape: { dim: 1 dim: 1 dim: 1 dim: 8 } + } +} +layer { + name: "conv0" + type: "Convolution" + bottom: "data" + top: "conv0" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv0/bn" + type: "BatchNorm" + bottom: "conv0" + top: "conv0" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv0/scale" + type: "Scale" + bottom: "conv0" + top: "conv0" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv0/relu" + type: "ReLU" + bottom: "conv0" + top: "conv0" +} +layer { + name: "conv1/dw" + type: "Convolution" + bottom: "conv0" + top: "conv1/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + group: 32 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv1/dw/bn" + type: "BatchNorm" + bottom: "conv1/dw" + top: "conv1/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv1/dw/scale" + type: "Scale" + bottom: "conv1/dw" + top: "conv1/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv1/dw/relu" + type: "ReLU" + bottom: "conv1/dw" + top: "conv1/dw" +} +layer { + name: "conv1" + type: "Convolution" + bottom: "conv1/dw" + top: "conv1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv1/bn" + 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: "conv1/scale" + type: "Scale" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv1/relu" + type: "ReLU" + bottom: "conv1" + top: "conv1" +} +layer { + name: "conv2/dw" + type: "Convolution" + bottom: "conv1" + top: "conv2/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + group: 64 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2/dw/bn" + type: "BatchNorm" + bottom: "conv2/dw" + top: "conv2/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv2/dw/scale" + type: "Scale" + bottom: "conv2/dw" + top: "conv2/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv2/dw/relu" + type: "ReLU" + bottom: "conv2/dw" + top: "conv2/dw" +} +layer { + name: "conv2" + type: "Convolution" + bottom: "conv2/dw" + top: "conv2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv2/bn" + type: "BatchNorm" + bottom: "conv2" + top: "conv2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv2/scale" + type: "Scale" + bottom: "conv2" + top: "conv2" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv2/relu" + type: "ReLU" + bottom: "conv2" + top: "conv2" +} +layer { + name: "conv3/dw" + type: "Convolution" + bottom: "conv2" + top: "conv3/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + group: 128 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3/dw/bn" + type: "BatchNorm" + bottom: "conv3/dw" + top: "conv3/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv3/dw/scale" + type: "Scale" + bottom: "conv3/dw" + top: "conv3/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv3/dw/relu" + type: "ReLU" + bottom: "conv3/dw" + top: "conv3/dw" +} +layer { + name: "conv3" + type: "Convolution" + bottom: "conv3/dw" + top: "conv3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv3/bn" + type: "BatchNorm" + bottom: "conv3" + top: "conv3" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv3/scale" + type: "Scale" + bottom: "conv3" + top: "conv3" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv3/relu" + type: "ReLU" + bottom: "conv3" + top: "conv3" +} +layer { + name: "conv4/dw" + type: "Convolution" + bottom: "conv3" + top: "conv4/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + group: 128 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4/dw/bn" + type: "BatchNorm" + bottom: "conv4/dw" + top: "conv4/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv4/dw/scale" + type: "Scale" + bottom: "conv4/dw" + top: "conv4/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv4/dw/relu" + type: "ReLU" + bottom: "conv4/dw" + top: "conv4/dw" +} +layer { + name: "conv4" + type: "Convolution" + bottom: "conv4/dw" + top: "conv4" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv4/bn" + type: "BatchNorm" + bottom: "conv4" + top: "conv4" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv4/scale" + type: "Scale" + bottom: "conv4" + top: "conv4" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv4/relu" + type: "ReLU" + bottom: "conv4" + top: "conv4" +} +layer { + name: "conv5/dw" + type: "Convolution" + bottom: "conv4" + top: "conv5/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + group: 256 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5/dw/bn" + type: "BatchNorm" + bottom: "conv5/dw" + top: "conv5/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv5/dw/scale" + type: "Scale" + bottom: "conv5/dw" + top: "conv5/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv5/dw/relu" + type: "ReLU" + bottom: "conv5/dw" + top: "conv5/dw" +} +layer { + name: "conv5" + type: "Convolution" + bottom: "conv5/dw" + top: "conv5" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv5/bn" + type: "BatchNorm" + bottom: "conv5" + top: "conv5" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv5/scale" + type: "Scale" + bottom: "conv5" + top: "conv5" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv5/relu" + type: "ReLU" + bottom: "conv5" + top: "conv5" +} +layer { + name: "conv6/dw" + type: "Convolution" + bottom: "conv5" + top: "conv6/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + group: 256 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6/dw/bn" + type: "BatchNorm" + bottom: "conv6/dw" + top: "conv6/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv6/dw/scale" + type: "Scale" + bottom: "conv6/dw" + top: "conv6/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv6/dw/relu" + type: "ReLU" + bottom: "conv6/dw" + top: "conv6/dw" +} +layer { + name: "conv6" + type: "Convolution" + bottom: "conv6/dw" + top: "conv6" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv6/bn" + type: "BatchNorm" + bottom: "conv6" + top: "conv6" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv6/scale" + type: "Scale" + bottom: "conv6" + top: "conv6" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv6/relu" + type: "ReLU" + bottom: "conv6" + top: "conv6" +} +layer { + name: "conv7/dw" + type: "Convolution" + bottom: "conv6" + top: "conv7/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv7/dw/bn" + type: "BatchNorm" + bottom: "conv7/dw" + top: "conv7/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv7/dw/scale" + type: "Scale" + bottom: "conv7/dw" + top: "conv7/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv7/dw/relu" + type: "ReLU" + bottom: "conv7/dw" + top: "conv7/dw" +} +layer { + name: "conv7" + type: "Convolution" + bottom: "conv7/dw" + top: "conv7" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv7/bn" + type: "BatchNorm" + bottom: "conv7" + top: "conv7" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv7/scale" + type: "Scale" + bottom: "conv7" + top: "conv7" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv7/relu" + type: "ReLU" + bottom: "conv7" + top: "conv7" +} +layer { + name: "conv8/dw" + type: "Convolution" + bottom: "conv7" + top: "conv8/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv8/dw/bn" + type: "BatchNorm" + bottom: "conv8/dw" + top: "conv8/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv8/dw/scale" + type: "Scale" + bottom: "conv8/dw" + top: "conv8/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv8/dw/relu" + type: "ReLU" + bottom: "conv8/dw" + top: "conv8/dw" +} +layer { + name: "conv8" + type: "Convolution" + bottom: "conv8/dw" + top: "conv8" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv8/bn" + type: "BatchNorm" + bottom: "conv8" + top: "conv8" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv8/scale" + type: "Scale" + bottom: "conv8" + top: "conv8" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv8/relu" + type: "ReLU" + bottom: "conv8" + top: "conv8" +} +layer { + name: "conv9/dw" + type: "Convolution" + bottom: "conv8" + top: "conv9/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv9/dw/bn" + type: "BatchNorm" + bottom: "conv9/dw" + top: "conv9/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv9/dw/scale" + type: "Scale" + bottom: "conv9/dw" + top: "conv9/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv9/dw/relu" + type: "ReLU" + bottom: "conv9/dw" + top: "conv9/dw" +} +layer { + name: "conv9" + type: "Convolution" + bottom: "conv9/dw" + top: "conv9" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv9/bn" + type: "BatchNorm" + bottom: "conv9" + top: "conv9" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv9/scale" + type: "Scale" + bottom: "conv9" + top: "conv9" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv9/relu" + type: "ReLU" + bottom: "conv9" + top: "conv9" +} +layer { + name: "conv10/dw" + type: "Convolution" + bottom: "conv9" + top: "conv10/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv10/dw/bn" + type: "BatchNorm" + bottom: "conv10/dw" + top: "conv10/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv10/dw/scale" + type: "Scale" + bottom: "conv10/dw" + top: "conv10/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv10/dw/relu" + type: "ReLU" + bottom: "conv10/dw" + top: "conv10/dw" +} +layer { + name: "conv10" + type: "Convolution" + bottom: "conv10/dw" + top: "conv10" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv10/bn" + type: "BatchNorm" + bottom: "conv10" + top: "conv10" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv10/scale" + type: "Scale" + bottom: "conv10" + top: "conv10" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv10/relu" + type: "ReLU" + bottom: "conv10" + top: "conv10" +} +layer { + name: "conv11/dw" + type: "Convolution" + bottom: "conv10" + top: "conv11/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv11/dw/bn" + type: "BatchNorm" + bottom: "conv11/dw" + top: "conv11/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv11/dw/scale" + type: "Scale" + bottom: "conv11/dw" + top: "conv11/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv11/dw/relu" + type: "ReLU" + bottom: "conv11/dw" + top: "conv11/dw" +} +layer { + name: "conv11" + type: "Convolution" + bottom: "conv11/dw" + top: "conv11" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv11/bn" + type: "BatchNorm" + bottom: "conv11" + top: "conv11" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv11/scale" + type: "Scale" + bottom: "conv11" + top: "conv11" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv11/relu" + type: "ReLU" + bottom: "conv11" + top: "conv11" +} +layer { + name: "conv12/dw" + type: "Convolution" + bottom: "conv11" + top: "conv12/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + group: 512 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv12/dw/bn" + type: "BatchNorm" + bottom: "conv12/dw" + top: "conv12/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv12/dw/scale" + type: "Scale" + bottom: "conv12/dw" + top: "conv12/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv12/dw/relu" + type: "ReLU" + bottom: "conv12/dw" + top: "conv12/dw" +} +layer { + name: "conv12" + type: "Convolution" + bottom: "conv12/dw" + top: "conv12" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 1024 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv12/bn" + type: "BatchNorm" + bottom: "conv12" + top: "conv12" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv12/scale" + type: "Scale" + bottom: "conv12" + top: "conv12" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv12/relu" + type: "ReLU" + bottom: "conv12" + top: "conv12" +} +layer { + name: "conv13/dw" + type: "Convolution" + bottom: "conv12" + top: "conv13/dw" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 1 + kernel_size: 3 + group: 1024 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv13/dw/bn" + type: "BatchNorm" + bottom: "conv13/dw" + top: "conv13/dw" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv13/dw/scale" + type: "Scale" + bottom: "conv13/dw" + top: "conv13/dw" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv13/dw/relu" + type: "ReLU" + bottom: "conv13/dw" + top: "conv13/dw" +} +layer { + name: "conv13" + type: "Convolution" + bottom: "conv13/dw" + top: "conv13" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 1024 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv13/bn" + type: "BatchNorm" + bottom: "conv13" + top: "conv13" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv13/scale" + type: "Scale" + bottom: "conv13" + top: "conv13" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv13/relu" + type: "ReLU" + bottom: "conv13" + top: "conv13" +} +layer { + name: "conv14_1" + type: "Convolution" + bottom: "conv13" + top: "conv14_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv14_1/bn" + type: "BatchNorm" + bottom: "conv14_1" + top: "conv14_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv14_1/scale" + type: "Scale" + bottom: "conv14_1" + top: "conv14_1" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv14_1/relu" + type: "ReLU" + bottom: "conv14_1" + top: "conv14_1" +} +layer { + name: "conv14_2" + type: "Convolution" + bottom: "conv14_1" + top: "conv14_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv14_2/bn" + type: "BatchNorm" + bottom: "conv14_2" + top: "conv14_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv14_2/scale" + type: "Scale" + bottom: "conv14_2" + top: "conv14_2" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv14_2/relu" + type: "ReLU" + bottom: "conv14_2" + top: "conv14_2" +} +layer { + name: "conv15_1" + type: "Convolution" + bottom: "conv14_2" + top: "conv15_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv15_1/bn" + type: "BatchNorm" + bottom: "conv15_1" + top: "conv15_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv15_1/scale" + type: "Scale" + bottom: "conv15_1" + top: "conv15_1" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv15_1/relu" + type: "ReLU" + bottom: "conv15_1" + top: "conv15_1" +} +layer { + name: "conv15_2" + type: "Convolution" + bottom: "conv15_1" + top: "conv15_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv15_2/bn" + type: "BatchNorm" + bottom: "conv15_2" + top: "conv15_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv15_2/scale" + type: "Scale" + bottom: "conv15_2" + top: "conv15_2" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv15_2/relu" + type: "ReLU" + bottom: "conv15_2" + top: "conv15_2" +} +layer { + name: "conv16_1" + type: "Convolution" + bottom: "conv15_2" + top: "conv16_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv16_1/bn" + type: "BatchNorm" + bottom: "conv16_1" + top: "conv16_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv16_1/scale" + type: "Scale" + bottom: "conv16_1" + top: "conv16_1" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv16_1/relu" + type: "ReLU" + bottom: "conv16_1" + top: "conv16_1" +} +layer { + name: "conv16_2" + type: "Convolution" + bottom: "conv16_1" + top: "conv16_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv16_2/bn" + type: "BatchNorm" + bottom: "conv16_2" + top: "conv16_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv16_2/scale" + type: "Scale" + bottom: "conv16_2" + top: "conv16_2" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv16_2/relu" + type: "ReLU" + bottom: "conv16_2" + top: "conv16_2" +} +layer { + name: "conv17_1" + type: "Convolution" + bottom: "conv16_2" + top: "conv17_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + kernel_size: 1 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv17_1/bn" + type: "BatchNorm" + bottom: "conv17_1" + top: "conv17_1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv17_1/scale" + type: "Scale" + bottom: "conv17_1" + top: "conv17_1" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv17_1/relu" + type: "ReLU" + bottom: "conv17_1" + top: "conv17_1" +} +layer { + name: "conv17_2" + type: "Convolution" + bottom: "conv17_1" + top: "conv17_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 2 + weight_filler { + type: "msra" + } + } +} +layer { + name: "conv17_2/bn" + type: "BatchNorm" + bottom: "conv17_2" + top: "conv17_2" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } +} +layer { + name: "conv17_2/scale" + type: "Scale" + bottom: "conv17_2" + top: "conv17_2" + param { + lr_mult: 1.0 + decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1 + } + bias_term: true + bias_filler { + value: 0 + } + } +} +layer { + name: "conv17_2/relu" + type: "ReLU" + bottom: "conv17_2" + top: "conv17_2" +} +layer { + name: "conv11_mbox_loc" + type: "Convolution" + bottom: "conv11" + top: "conv11_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 12 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv11_mbox_loc_perm" + type: "Permute" + bottom: "conv11_mbox_loc" + top: "conv11_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv11_mbox_loc_flat" + type: "Flatten" + bottom: "conv11_mbox_loc_perm" + top: "conv11_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv11_mbox_conf" + type: "Convolution" + bottom: "conv11" + top: "conv11_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 63 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv11_mbox_conf_perm" + type: "Permute" + bottom: "conv11_mbox_conf" + top: "conv11_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv11_mbox_conf_flat" + type: "Flatten" + bottom: "conv11_mbox_conf_perm" + top: "conv11_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv11_mbox_priorbox" + type: "PriorBox" + bottom: "conv11" + bottom: "data" + top: "conv11_mbox_priorbox" + prior_box_param { + min_size: 60.0 + aspect_ratio: 2.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "conv13_mbox_loc" + type: "Convolution" + bottom: "conv13" + top: "conv13_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv13_mbox_loc_perm" + type: "Permute" + bottom: "conv13_mbox_loc" + top: "conv13_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv13_mbox_loc_flat" + type: "Flatten" + bottom: "conv13_mbox_loc_perm" + top: "conv13_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv13_mbox_conf" + type: "Convolution" + bottom: "conv13" + top: "conv13_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 126 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv13_mbox_conf_perm" + type: "Permute" + bottom: "conv13_mbox_conf" + top: "conv13_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv13_mbox_conf_flat" + type: "Flatten" + bottom: "conv13_mbox_conf_perm" + top: "conv13_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv13_mbox_priorbox" + type: "PriorBox" + bottom: "conv13" + bottom: "data" + top: "conv13_mbox_priorbox" + prior_box_param { + min_size: 105.0 + max_size: 150.0 + aspect_ratio: 2.0 + aspect_ratio: 3.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "conv14_2_mbox_loc" + type: "Convolution" + bottom: "conv14_2" + top: "conv14_2_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv14_2_mbox_loc_perm" + type: "Permute" + bottom: "conv14_2_mbox_loc" + top: "conv14_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv14_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv14_2_mbox_loc_perm" + top: "conv14_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv14_2_mbox_conf" + type: "Convolution" + bottom: "conv14_2" + top: "conv14_2_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 126 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv14_2_mbox_conf_perm" + type: "Permute" + bottom: "conv14_2_mbox_conf" + top: "conv14_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv14_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv14_2_mbox_conf_perm" + top: "conv14_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv14_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv14_2" + bottom: "data" + top: "conv14_2_mbox_priorbox" + prior_box_param { + min_size: 150.0 + max_size: 195.0 + aspect_ratio: 2.0 + aspect_ratio: 3.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "conv15_2_mbox_loc" + type: "Convolution" + bottom: "conv15_2" + top: "conv15_2_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv15_2_mbox_loc_perm" + type: "Permute" + bottom: "conv15_2_mbox_loc" + top: "conv15_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv15_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv15_2_mbox_loc_perm" + top: "conv15_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv15_2_mbox_conf" + type: "Convolution" + bottom: "conv15_2" + top: "conv15_2_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 126 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv15_2_mbox_conf_perm" + type: "Permute" + bottom: "conv15_2_mbox_conf" + top: "conv15_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv15_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv15_2_mbox_conf_perm" + top: "conv15_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv15_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv15_2" + bottom: "data" + top: "conv15_2_mbox_priorbox" + prior_box_param { + min_size: 195.0 + max_size: 240.0 + aspect_ratio: 2.0 + aspect_ratio: 3.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "conv16_2_mbox_loc" + type: "Convolution" + bottom: "conv16_2" + top: "conv16_2_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv16_2_mbox_loc_perm" + type: "Permute" + bottom: "conv16_2_mbox_loc" + top: "conv16_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv16_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv16_2_mbox_loc_perm" + top: "conv16_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv16_2_mbox_conf" + type: "Convolution" + bottom: "conv16_2" + top: "conv16_2_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 126 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv16_2_mbox_conf_perm" + type: "Permute" + bottom: "conv16_2_mbox_conf" + top: "conv16_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv16_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv16_2_mbox_conf_perm" + top: "conv16_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv16_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv16_2" + bottom: "data" + top: "conv16_2_mbox_priorbox" + prior_box_param { + min_size: 240.0 + max_size: 285.0 + aspect_ratio: 2.0 + aspect_ratio: 3.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "conv17_2_mbox_loc" + type: "Convolution" + bottom: "conv17_2" + top: "conv17_2_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv17_2_mbox_loc_perm" + type: "Permute" + bottom: "conv17_2_mbox_loc" + top: "conv17_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv17_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv17_2_mbox_loc_perm" + top: "conv17_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv17_2_mbox_conf" + type: "Convolution" + bottom: "conv17_2" + top: "conv17_2_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 126 + kernel_size: 1 + weight_filler { + type: "msra" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "conv17_2_mbox_conf_perm" + type: "Permute" + bottom: "conv17_2_mbox_conf" + top: "conv17_2_mbox_conf_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv17_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv17_2_mbox_conf_perm" + top: "conv17_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv17_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv17_2" + bottom: "data" + top: "conv17_2_mbox_priorbox" + prior_box_param { + min_size: 285.0 + max_size: 300.0 + aspect_ratio: 2.0 + aspect_ratio: 3.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + offset: 0.5 + } +} +layer { + name: "mbox_loc" + type: "Concat" + bottom: "conv11_mbox_loc_flat" + bottom: "conv13_mbox_loc_flat" + bottom: "conv14_2_mbox_loc_flat" + bottom: "conv15_2_mbox_loc_flat" + bottom: "conv16_2_mbox_loc_flat" + bottom: "conv17_2_mbox_loc_flat" + top: "mbox_loc" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv11_mbox_conf_flat" + bottom: "conv13_mbox_conf_flat" + bottom: "conv14_2_mbox_conf_flat" + bottom: "conv15_2_mbox_conf_flat" + bottom: "conv16_2_mbox_conf_flat" + bottom: "conv17_2_mbox_conf_flat" + top: "mbox_conf" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_priorbox" + type: "Concat" + bottom: "conv11_mbox_priorbox" + bottom: "conv13_mbox_priorbox" + bottom: "conv14_2_mbox_priorbox" + bottom: "conv15_2_mbox_priorbox" + bottom: "conv16_2_mbox_priorbox" + bottom: "conv17_2_mbox_priorbox" + top: "mbox_priorbox" + concat_param { + axis: 2 + } +} +layer { + name: "mbox_conf_reshape" + type: "Reshape" + bottom: "mbox_conf" + top: "mbox_conf_reshape" + reshape_param { + shape { + dim: 0 + dim: -1 + dim: 21 + } + } +} +layer { + name: "mbox_conf_softmax" + type: "Softmax" + bottom: "mbox_conf_reshape" + top: "mbox_conf_softmax" + softmax_param { + axis: 2 + } +} +layer { + name: "mbox_conf_flatten" + type: "Flatten" + bottom: "mbox_conf_softmax" + top: "mbox_conf_flatten" + flatten_param { + axis: 1 + } +} +layer { + name: "detection_out" + type: "DetectionOutput" + bottom: "mbox_loc" + bottom: "mbox_conf_flatten" + bottom: "mbox_priorbox" + top: "detection_out" + include { + phase: TEST + } + detection_output_param { + num_classes: 21 + share_location: true + background_label_id: 0 + nms_param { + nms_threshold: 0.45 + top_k: 400 + } + code_type: CENTER_SIZE + keep_top_k: 200 + confidence_threshold: 0.01 + } +} diff --git a/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt b/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt new file mode 100644 index 000000000..89dd4a1b8 --- /dev/null +++ b/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt @@ -0,0 +1,560 @@ +name: "VGG_ILSVRC_16_layer" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + shape: { dim: 64 dim: 3 dim: 224 dim: 224 } + data_filler { + type: "constant" + value: 0.01 + } + } +} +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + convolution_param { + + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv1_1" + top: "conv1_1" + name: "relu1_1" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv1_1" + top: "conv1_2" + name: "conv1_2" + type: "Convolution" + convolution_param { + + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv1_2" + top: "conv1_2" + name: "relu1_2" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv1_2" + top: "pool1" + name: "pool1" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + bottom: "pool1" + top: "conv2_1" + name: "conv2_1" + type: "Convolution" + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv2_1" + top: "conv2_1" + name: "relu2_1" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv2_1" + top: "conv2_2" + name: "conv2_2" + type: "Convolution" + convolution_param { + + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv2_2" + top: "conv2_2" + name: "relu2_2" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv2_2" + top: "pool2" + name: "pool2" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + bottom: "pool2" + top: "conv3_1" + name: "conv3_1" + type: "Convolution" + convolution_param { + + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv3_1" + top: "conv3_1" + name: "relu3_1" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv3_1" + top: "conv3_2" + name: "conv3_2" + type: "Convolution" + convolution_param { + + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv3_2" + top: "conv3_2" + name: "relu3_2" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv3_2" + top: "conv3_3" + name: "conv3_3" + type: "Convolution" + convolution_param { + + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv3_3" + top: "conv3_3" + name: "relu3_3" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv3_3" + top: "pool3" + name: "pool3" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + bottom: "pool3" + top: "conv4_1" + name: "conv4_1" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv4_1" + top: "conv4_1" + name: "relu4_1" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv4_1" + top: "conv4_2" + name: "conv4_2" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv4_2" + top: "conv4_2" + name: "relu4_2" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv4_2" + top: "conv4_3" + name: "conv4_3" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv4_3" + top: "conv4_3" + name: "relu4_3" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv4_3" + top: "pool4" + name: "pool4" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + bottom: "pool4" + top: "conv5_1" + name: "conv5_1" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv5_1" + top: "conv5_1" + name: "relu5_1" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv5_1" + top: "conv5_2" + name: "conv5_2" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } + + +} +layer { + bottom: "conv5_2" + top: "conv5_2" + name: "relu5_2" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv5_2" + top: "conv5_3" + name: "conv5_3" + type: "Convolution" + convolution_param { + + num_output: 512 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } + + +} +layer { + bottom: "conv5_3" + top: "conv5_3" + name: "relu5_3" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "conv5_3" + top: "pool5" + name: "pool5" + type: "Pooling" + pooling_param { + + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + bottom: "pool5" + top: "fc6" + name: "fc6" + type: "InnerProduct" + inner_product_param { + num_output: 4096 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.1 + } + } + + +} +layer { + bottom: "fc6" + top: "fc6" + name: "relu6" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "fc6" + top: "fc6" + name: "drop6" + type: "Dropout" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + bottom: "fc6" + top: "fc7" + name: "fc7" + type: "InnerProduct" + inner_product_param { + num_output: 4096 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.1 + } + } + + +} +layer { + bottom: "fc7" + top: "fc7" + name: "relu7" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "fc7" + top: "fc7" + name: "drop7" + type: "Dropout" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc8" + bottom: "fc7" + top: "fc8" + type: "InnerProduct" + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.1 + } + } + + +} +layer { + name: "loss" + type: "Softmax" + bottom: "fc8" + top: "prob" +} + diff --git a/models/intel_optimized_models/benchmark/yolo/deploy.prototxt b/models/intel_optimized_models/benchmark/yolo/deploy.prototxt new file mode 100644 index 000000000..d7e97abd9 --- /dev/null +++ b/models/intel_optimized_models/benchmark/yolo/deploy.prototxt @@ -0,0 +1,1199 @@ +name: "yolov2_darknet448_RELU_dummy" +layer { + name: "data" + type: "DummyData" + top: "data" + include { + phase: TEST + } + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape: { dim: 8 dim: 3 dim: 544 dim: 544 } + + } +} +layer { + name: "data" + type: "DummyData" + top: "label" + include { + phase: TEST + } + dummy_data_param { + data_filler { + type: "constant" + value: 1 + } + shape: { dim: 1 dim: 1 dim: 1 dim: 8 } + } +} +layer { + bottom: "data" + top: "layer1-conv" + name: "layer1-conv" + type: "Convolution" + convolution_param { + num_output: 32 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer1-conv" + top: "layer1-conv" + name: "layer1-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer1-conv" + top: "layer1-conv" + name: "layer1-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer1-conv" + top: "layer1-conv" + name: "layer1-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer1-conv" + top: "layer2-maxpool" + name: "layer2-maxpool" + type: "Pooling" + pooling_param { + kernel_size: 2 + stride: 2 + pool: MAX + } +} +layer { + bottom: "layer2-maxpool" + top: "layer3-conv" + name: "layer3-conv" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer3-conv" + top: "layer3-conv" + name: "layer3-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer3-conv" + top: "layer3-conv" + name: "layer3-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer3-conv" + top: "layer3-conv" + name: "layer3-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer3-conv" + top: "layer4-maxpool" + name: "layer4-maxpool" + type: "Pooling" + pooling_param { + kernel_size: 2 + stride: 2 + pool: MAX + } +} +layer { + bottom: "layer4-maxpool" + top: "layer5-conv" + name: "layer5-conv" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer5-conv" + top: "layer5-conv" + name: "layer5-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer5-conv" + top: "layer5-conv" + name: "layer5-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer5-conv" + top: "layer5-conv" + name: "layer5-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer5-conv" + top: "layer6-conv" + name: "layer6-conv" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer6-conv" + top: "layer6-conv" + name: "layer6-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer6-conv" + top: "layer6-conv" + name: "layer6-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer6-conv" + top: "layer6-conv" + name: "layer6-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer6-conv" + top: "layer7-conv" + name: "layer7-conv" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer7-conv" + top: "layer7-conv" + name: "layer7-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer7-conv" + top: "layer7-conv" + name: "layer7-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer7-conv" + top: "layer7-conv" + name: "layer7-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer7-conv" + top: "layer8-maxpool" + name: "layer8-maxpool" + type: "Pooling" + pooling_param { + kernel_size: 2 + stride: 2 + pool: MAX + } +} +layer { + bottom: "layer8-maxpool" + top: "layer9-conv" + name: "layer9-conv" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer9-conv" + top: "layer9-conv" + name: "layer9-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer9-conv" + top: "layer9-conv" + name: "layer9-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer9-conv" + top: "layer9-conv" + name: "layer9-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer9-conv" + top: "layer10-conv" + name: "layer10-conv" + type: "Convolution" + convolution_param { + num_output: 128 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer10-conv" + top: "layer10-conv" + name: "layer10-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer10-conv" + top: "layer10-conv" + name: "layer10-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer10-conv" + top: "layer10-conv" + name: "layer10-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer10-conv" + top: "layer11-conv" + name: "layer11-conv" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer11-conv" + top: "layer11-conv" + name: "layer11-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer11-conv" + top: "layer11-conv" + name: "layer11-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer11-conv" + top: "layer11-conv" + name: "layer11-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer11-conv" + top: "layer12-maxpool" + name: "layer12-maxpool" + type: "Pooling" + pooling_param { + kernel_size: 2 + stride: 2 + pool: MAX + } +} +layer { + bottom: "layer12-maxpool" + top: "layer13-conv" + name: "layer13-conv" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer13-conv" + top: "layer13-conv" + name: "layer13-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer13-conv" + top: "layer13-conv" + name: "layer13-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer13-conv" + top: "layer13-conv" + name: "layer13-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer13-conv" + top: "layer14-conv" + name: "layer14-conv" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer14-conv" + top: "layer14-conv" + name: "layer14-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer14-conv" + top: "layer14-conv" + name: "layer14-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer14-conv" + top: "layer14-conv" + name: "layer14-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer14-conv" + top: "layer15-conv" + name: "layer15-conv" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer15-conv" + top: "layer15-conv" + name: "layer15-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer15-conv" + top: "layer15-conv" + name: "layer15-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer15-conv" + top: "layer15-conv" + name: "layer15-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer15-conv" + top: "layer16-conv" + name: "layer16-conv" + type: "Convolution" + convolution_param { + num_output: 256 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer16-conv" + top: "layer16-conv" + name: "layer16-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer16-conv" + top: "layer16-conv" + name: "layer16-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer16-conv" + top: "layer16-conv" + name: "layer16-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer16-conv" + top: "layer17-conv" + name: "layer17-conv" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer17-conv" + top: "layer17-conv" + name: "layer17-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer17-conv" + top: "layer17-conv" + name: "layer17-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer17-conv" + top: "layer17-conv" + name: "layer17-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer17-conv" + top: "layer18-maxpool" + name: "layer18-maxpool" + type: "Pooling" + pooling_param { + kernel_size: 2 + stride: 2 + pool: MAX + } +} +layer { + bottom: "layer18-maxpool" + top: "layer19-conv" + name: "layer19-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer19-conv" + top: "layer19-conv" + name: "layer19-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer19-conv" + top: "layer19-conv" + name: "layer19-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer19-conv" + top: "layer19-conv" + name: "layer19-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer19-conv" + top: "layer20-conv" + name: "layer20-conv" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer20-conv" + top: "layer20-conv" + name: "layer20-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer20-conv" + top: "layer20-conv" + name: "layer20-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer20-conv" + top: "layer20-conv" + name: "layer20-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer20-conv" + top: "layer21-conv" + name: "layer21-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer21-conv" + top: "layer21-conv" + name: "layer21-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer21-conv" + top: "layer21-conv" + name: "layer21-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer21-conv" + top: "layer21-conv" + name: "layer21-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer21-conv" + top: "layer22-conv" + name: "layer22-conv" + type: "Convolution" + convolution_param { + num_output: 512 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer22-conv" + top: "layer22-conv" + name: "layer22-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer22-conv" + top: "layer22-conv" + name: "layer22-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer22-conv" + top: "layer22-conv" + name: "layer22-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer22-conv" + top: "layer23-conv" + name: "layer23-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "layer23-conv" + top: "layer23-conv" + name: "layer23-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "layer23-conv" + top: "layer23-conv" + name: "layer23-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "layer23-conv" + top: "layer23-conv" + name: "layer23-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "layer23-conv" + top: "extra_layer24-conv" + name: "extra_layer24-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "extra_layer24-conv" + top: "extra_layer24-conv" + name: "extra_layer24-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "extra_layer24-conv" + top: "extra_layer24-conv" + name: "extra_layer24-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "extra_layer24-conv" + top: "extra_layer24-conv" + name: "extra_layer24-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "extra_layer24-conv" + top: "extra_layer25-conv" + name: "extra_layer25-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "extra_layer25-conv" + top: "extra_layer25-conv" + name: "extra_layer25-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "extra_layer25-conv" + top: "extra_layer25-conv" + name: "extra_layer25-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "extra_layer25-conv" + top: "extra_layer25-conv" + name: "extra_layer25-act" + type: "ReLU" + relu_param { + + } +} + + +layer { + bottom: "layer17-conv" + top: "extra_layer26-conv" + name: "extra_layer26-conv" + type: "Convolution" + convolution_param { + num_output: 64 + kernel_size: 1 + pad: 0 #pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "extra_layer26-conv" + top: "extra_layer26-conv" + name: "extra_layer26-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "extra_layer26-conv" + top: "extra_layer26-conv" + name: "extra_layer26-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "extra_layer26-conv" + top: "extra_layer26-conv" + name: "extra_layer26-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "extra_layer26-conv" + top: "extra_layer26-reorg" + name: "extra_layer-reorg" + type: "Reorg" + reorg_param { + stride: 2 + } +} +layer { + bottom: "extra_layer26-reorg" + bottom: "extra_layer25-conv" + top: "extra_layer-concat" + name: "extra_layer-concat" + type: "Concat" + concat_param { + axis: 1 + } +} +layer { + bottom: "extra_layer-concat" + #bottom: "extra_layer25-conv" + top: "extra_layer27-conv" + name: "extra_layer27-conv" + type: "Convolution" + convolution_param { + num_output: 1024 + kernel_size: 3 + pad: 1 + stride: 1 + bias_term: false + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } +} +layer { + bottom: "extra_layer27-conv" + top: "extra_layer27-conv" + name: "extra_layer27-bn" + type: "BatchNorm" + batch_norm_param { + use_global_stats: true + } +} +layer { + bottom: "extra_layer27-conv" + top: "extra_layer27-conv" + name: "extra_layer27-scale" + type: "Scale" + scale_param { + bias_term: true + } +} +layer { + bottom: "extra_layer27-conv" + top: "extra_layer27-conv" + name: "extra_layer27-act" + type: "ReLU" + relu_param { + + } +} +layer { + bottom: "extra_layer27-conv" + top: "conv_reg" + name: "conv_reg" + type: "Convolution" + convolution_param { + num_output: 125 + kernel_size: 1 + pad: 0 + stride: 1 + bias_term: true + weight_filler { + type: "xavier" + } + } + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } +} +layer { + name: "eval_det" + type: "EvalDetection" + bottom: "conv_reg" + bottom: "label" + bottom: "data" + top: "eval_det" + include { + phase: TEST + } + + eval_detection_param { + side: 17 + num_class: 20 + num_object: 5 + threshold: 0.5 + nms: 0.45 + score_type: MULTIPLY + #score_type: OBJ + #score_type: PROB + biases: 1.32 + biases: 1.73 + biases: 3.19 + biases: 4.01 + biases: 5.06 + biases: 8.10 + biases: 9.47 + biases: 4.84 + biases: 11.24 + biases: 10.01 + } +} diff --git a/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt b/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt new file mode 100644 index 000000000..ce4bbee23 --- /dev/null +++ b/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt @@ -0,0 +1,21556 @@ +name: "InceptionV3" + +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape { + dim: 64 + dim: 3 + dim: 299 + dim: 299 + } + } +} + +layer { + name: "conv_conv2d" + type: "Convolution" + bottom: "data" + top: "conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_batchnorm" + type: "BatchNorm" + bottom: "conv_conv2d" + top: "conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "conv_relu" + type: "ReLU" + bottom: "conv_conv2d_bn" + top: "conv_conv2d_relu" +} +layer { + name: "conv_1_1_conv2d" + type: "Convolution" + bottom: "conv_conv2d_relu" + top: "conv_1_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 71.6240293266 + scale_out: 46.751291122 + scale_params: 252.45444554 + scale_params: 167.035860665 + scale_params: 1207.3269412 + scale_params: 1072.40737768 + scale_params: 1075.72182979 + scale_params: 91.3528991245 + scale_params: 1389.04496976 + scale_params: 94.552276641 + scale_params: 284.698396851 + scale_params: 197.18571679 + scale_params: 1210.28619856 + scale_params: 2963.05843668 + scale_params: 212.500907018 + scale_params: 198.774502683 + scale_params: 1247.43279478 + scale_params: 235.291787881 + scale_params: 110.0454524 + scale_params: 191.262698213 + scale_params: 104.211152374 + scale_params: 128.839975815 + scale_params: 61.5235986337 + scale_params: 114.192622065 + scale_params: 1347.4218277 + scale_params: 372.612647702 + scale_params: 1810.06861496 + scale_params: 177.760553495 + scale_params: 238.469986023 + scale_params: 206.690379871 + scale_params: 655.110746804 + scale_params: 7.87616182794e+20 + scale_params: 172.483722652 + scale_params: 124.383030159 + } +} +layer { + name: "conv_1_1_batchnorm" + type: "BatchNorm" + bottom: "conv_1_1_conv2d" + top: "conv_1_1_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "conv_1_1_relu" + type: "ReLU" + bottom: "conv_1_1_conv2d_bn" + top: "conv_1_1_conv2d_relu" +} +layer { + name: "conv_2_2_conv2d" + type: "Convolution" + bottom: "conv_1_1_conv2d_relu" + top: "conv_2_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 46.751291122 + scale_out: 72.4454884622 + scale_params: 353.061508442 + scale_params: 676.353814797 + scale_params: 760.0838676 + scale_params: 303.095036942 + scale_params: 1135.98719586 + scale_params: 337.064507469 + scale_params: 834.786450539 + scale_params: 567.511718727 + scale_params: 842.496554076 + scale_params: 594.607631379 + scale_params: 684.122191234 + scale_params: 353.58198478 + scale_params: 638.379578385 + scale_params: 499.399087388 + scale_params: 226.32810625 + scale_params: 445.647500313 + scale_params: 562.401161436 + scale_params: 444.405044974 + scale_params: 732.292430463 + scale_params: 509.583067744 + scale_params: 510.738199762 + scale_params: 405.56602948 + scale_params: 411.561474238 + scale_params: 597.071768472 + scale_params: 753.324975379 + scale_params: 471.470799246 + scale_params: 501.330068161 + scale_params: 946.185735298 + scale_params: 425.329502512 + scale_params: 694.18657784 + scale_params: 411.799384516 + scale_params: 563.337780684 + scale_params: 412.393050597 + scale_params: 585.941793195 + scale_params: 659.89045486 + scale_params: 639.339733612 + scale_params: 392.602871979 + scale_params: 715.656756176 + scale_params: 526.707302465 + scale_params: 492.206867174 + scale_params: 305.196450123 + scale_params: 539.367700295 + scale_params: 384.824767635 + scale_params: 485.050582653 + scale_params: 587.617524392 + scale_params: 466.32997687 + scale_params: 673.189946761 + scale_params: 553.530344807 + scale_params: 656.130214371 + scale_params: 588.086808714 + scale_params: 525.019946792 + scale_params: 460.653292909 + scale_params: 939.279276921 + scale_params: 699.975642684 + scale_params: 653.768259687 + scale_params: 475.776105223 + scale_params: 413.61945378 + scale_params: 372.983884298 + scale_params: 521.098483635 + scale_params: 560.352376871 + scale_params: 616.199749683 + scale_params: 964.791545973 + scale_params: 636.691459119 + scale_params: 703.053898931 + } +} +layer { + name: "conv_2_2_batchnorm" + type: "BatchNorm" + bottom: "conv_2_2_conv2d" + top: "conv_2_2_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "conv_2_2_relu" + type: "ReLU" + bottom: "conv_2_2_conv2d_bn" + top: "conv_2_2_conv2d_relu" +} +layer { + name: "pool" + type: "Pooling" + bottom: "conv_2_2_conv2d_relu" + top: "pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + pad: 0 + } +} +layer { + name: "conv_3_3_conv2d" + type: "Convolution" + bottom: "pool" + top: "conv_3_3_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 80 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 72.4454884622 + scale_out: 79.0356935788 + scale_params: 573.507318138 + scale_params: 199.260980503 + scale_params: 195.309616369 + scale_params: 282.09778491 + scale_params: 260.480679597 + scale_params: 474.018427419 + scale_params: 240.234186979 + scale_params: 205.705461986 + scale_params: 175.562721193 + scale_params: 273.382973143 + scale_params: 315.46259236 + scale_params: 309.469829833 + scale_params: 323.813278827 + scale_params: 351.577615759 + scale_params: 380.683422142 + scale_params: 296.533308543 + scale_params: 267.873099667 + scale_params: 405.93180892 + scale_params: 292.764308337 + scale_params: 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0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 93.8949338231 + scale_out: 127.017073329 + scale_params: 463.178271577 + scale_params: 443.447489864 + scale_params: 666.873631084 + scale_params: 732.333959707 + scale_params: 789.547131592 + scale_params: 415.650922167 + scale_params: 779.316993099 + scale_params: 617.047744312 + scale_params: 376.551521987 + scale_params: 764.843588664 + scale_params: 1124.69953334 + scale_params: 597.121548214 + scale_params: 249.712829589 + scale_params: 1320.94726518 + scale_params: 562.389174667 + scale_params: 706.253736474 + scale_params: 640.990453762 + scale_params: 279.118841755 + scale_params: 720.736365938 + scale_params: 409.287757892 + scale_params: 433.335258358 + scale_params: 788.879608662 + scale_params: 364.266940341 + scale_params: 664.883756314 + scale_params: 678.893401679 + scale_params: 367.505839896 + scale_params: 335.387955269 + scale_params: 725.849899893 + scale_params: 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"mixed_tower_conv_1_conv2d" + top: "mixed_tower_conv_1_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_tower_conv_1_conv2d_bn" + top: "mixed_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_tower_1_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 93.8949338231 + scale_out: 168.941633614 + scale_params: 450.74993397 + scale_params: 447.473935043 + scale_params: 640.358010348 + scale_params: 1201.19771685 + scale_params: 847.971063928 + scale_params: 496.365255889 + scale_params: 812.857752516 + scale_params: 554.163284952 + scale_params: 877.77039166 + scale_params: 314.452249654 + scale_params: 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"mixed_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_tower_1_conv_2_conv2d" + top: "mixed_tower_1_conv_2_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_tower_1_conv_2_conv2d_bn" + top: "mixed_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_pool" + type: "Pooling" + bottom: "pool1" + top: "AVE_pool_mixed_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_pool" + top: "mixed_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 167.413422579 + scale_out: 127.017073329 + scale_params: 314.49748002 + scale_params: 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"mixed_tower_2_conv_conv2d" + top: "mixed_tower_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_tower_2_conv_conv2d_bn" + top: "mixed_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_chconcat" + type: "Concat" + bottom: "mixed_conv_conv2d_relu" + bottom: "mixed_tower_conv_1_conv2d_relu" + bottom: "mixed_tower_1_conv_2_conv2d_relu" + bottom: "mixed_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 94.9921864737 + scale_params: 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top: "mixed_1_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_conv_relu" + type: "ReLU" + bottom: "mixed_1_conv_conv2d_bn" + top: "mixed_1_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 131.605429384 + scale_params: 241.529838373 + scale_params: 303.331386582 + scale_params: 269.662688773 + scale_params: 273.866095603 + scale_params: 241.886455728 + scale_params: 334.072533204 + scale_params: 240.865266547 + scale_params: 239.667531846 + scale_params: 293.538539027 + scale_params: 287.289404538 + scale_params: 427.120716916 + scale_params: 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scale_params: 270.809401062 + scale_params: 281.287188573 + scale_params: 448.375274683 + } +} +layer { + name: "mixed_1_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_conv_conv2d" + top: "mixed_1_tower_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_conv2d_bn" + top: "mixed_1_tower_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_1_tower_conv_conv2d_relu" + top: "mixed_1_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 131.605429384 + scale_out: 94.9921864737 + scale_params: 827.557954806 + scale_params: 1010.2512105 + scale_params: 481.501323237 + scale_params: 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+} +layer { + name: "mixed_1_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_1_conv2d_bn" + top: "mixed_1_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_1_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 144.692219029 + scale_params: 342.832369283 + scale_params: 550.496844574 + scale_params: 395.081994425 + scale_params: 508.030038703 + scale_params: 399.374900975 + scale_params: 344.537731433 + scale_params: 189.454597188 + scale_params: 357.29716203 + scale_params: 397.82575949 + scale_params: 607.881417406 + scale_params: 775.810822452 + scale_params: 304.798546607 + scale_params: 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"mixed_1_tower_1_conv_2_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_1_conv_2_conv2d" + top: "mixed_1_tower_1_conv_2_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_1_tower_1_conv_2_conv2d_bn" + top: "mixed_1_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_1_pool" + type: "Pooling" + bottom: "ch_concat_mixed_chconcat" + top: "AVE_pool_mixed_1_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_1_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_1_pool" + top: "mixed_1_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 215.275469911 + scale_out: 94.9921864737 + 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"BatchNorm" + bottom: "mixed_1_tower_2_conv_conv2d" + top: "mixed_1_tower_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_2_conv_conv2d_bn" + top: "mixed_1_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_1_chconcat" + type: "Concat" + bottom: "mixed_1_conv_conv2d_relu" + bottom: "mixed_1_tower_conv_1_conv2d_relu" + bottom: "mixed_1_tower_1_conv_2_conv2d_relu" + bottom: "mixed_1_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_1_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_2_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 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"mixed_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_conv_conv2d" + top: "mixed_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_2_conv_relu" + type: "ReLU" + bottom: "mixed_2_conv_conv2d_bn" + top: "mixed_2_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 94.9921864737 + scale_out: 109.794172021 + scale_params: 409.234696168 + scale_params: 202.288292844 + scale_params: 225.312502327 + scale_params: 255.800106992 + scale_params: 390.813826848 + scale_params: 241.883819603 + scale_params: 359.086058548 + scale_params: 322.723946069 + scale_params: 340.429673452 + 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+ top: "mixed_2_tower_conv_1_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_2_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_2_tower_conv_1_conv2d_bn" + top: "mixed_2_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_2_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 94.9921864737 + scale_out: 115.843831474 + scale_params: 432.860888983 + scale_params: 586.743883363 + scale_params: 348.873456184 + scale_params: 460.562233967 + scale_params: 776.518798416 + scale_params: 772.582778822 + scale_params: 243.093519359 + scale_params: 434.690740413 + scale_params: 338.907186602 + scale_params: 912.115429533 + 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type: "Convolution" + bottom: "mixed_2_tower_1_conv_conv2d_relu" + top: "mixed_2_tower_1_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 115.843831474 + scale_out: 109.682444718 + scale_params: 636.102074266 + scale_params: 923.048651498 + scale_params: 421.111447054 + scale_params: 589.074407709 + scale_params: 604.004563967 + scale_params: 1002.2384993 + scale_params: 256.736101039 + scale_params: 843.672222826 + scale_params: 519.734979624 + scale_params: 990.737320793 + scale_params: 551.896364395 + scale_params: 457.510100428 + scale_params: 372.599680999 + scale_params: 701.634779735 + scale_params: 585.224139523 + scale_params: 796.390829107 + scale_params: 752.832297104 + scale_params: 465.281105194 + scale_params: 807.535420102 + 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0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 109.682444718 + scale_out: 163.966541581 + scale_params: 791.848313585 + scale_params: 873.071004569 + scale_params: 874.540772357 + scale_params: 962.018156021 + scale_params: 733.206658648 + scale_params: 812.298170134 + scale_params: 1032.57264841 + scale_params: 551.493318757 + scale_params: 913.80269435 + scale_params: 590.952420665 + scale_params: 897.022465281 + scale_params: 1087.14441426 + scale_params: 817.632140324 + scale_params: 874.523991669 + scale_params: 809.394613823 + scale_params: 684.563655683 + scale_params: 765.866211949 + scale_params: 700.26665628 + scale_params: 569.936071834 + scale_params: 760.270799315 + scale_params: 1126.90296563 + scale_params: 800.566685432 + scale_params: 595.966499605 + scale_params: 701.363521026 + scale_params: 673.718209916 + scale_params: 835.62554739 + scale_params: 759.167220979 + scale_params: 714.620987227 + scale_params: 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+ name: "mixed_2_tower_2_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_2_conv_conv2d" + top: "mixed_2_tower_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_2_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_2_tower_2_conv_conv2d_bn" + top: "mixed_2_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_2_chconcat" + type: "Concat" + bottom: "mixed_2_conv_conv2d_relu" + bottom: "mixed_2_tower_conv_1_conv2d_relu" + bottom: "mixed_2_tower_1_conv_2_conv2d_relu" + bottom: "mixed_2_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_2_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_3_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_2_chconcat" + top: "mixed_3_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 384 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + 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+layer { + name: "ch_concat_mixed_10_chconcat" + type: "Concat" + bottom: "mixed_10_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_10_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "global_pool" + type: "Pooling" + bottom: "ch_concat_mixed_10_chconcat" + top: "global_pool" + pooling_param { + pool: AVE + kernel_size: 8 + stride: 1 + pad: 0 + } +} +layer { + name: "drop" + type: "Dropout" + bottom: "global_pool" + top: "global_pool" + dropout_param { + dropout_ratio: 0.8 + } +} +layer { + name: "flatten" + type: "Flatten" + bottom: "global_pool" + top: "flatten" +} +layer { + name: "fc1" + type: "InnerProduct" + bottom: "flatten" + top: "fc1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} diff --git a/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt b/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt new file mode 100644 index 000000000..ddc0a2949 --- /dev/null +++ b/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt @@ -0,0 +1,21589 @@ +name: "InceptionV3" +layer { + name: "data" + type: "Data" + top: "data" + top: "label" + include { + phase: TEST + } + transform_param { + mirror: false + crop_size: 299 + mean_value: 104.0 + mean_value: 117.0 + mean_value: 123.0 + random_resize_param { + min_size: 320 + max_size: 320 + resize_param { + interp_mode: CUBIC + } + } + } + data_param { + source: "/lustre/dataset/lmdb/imagenet/lmdb_raw_compressed/ilsvrc12_val_lmdb" + batch_size: 50 + backend: LMDB + shuffle: false + } +} +layer { + name: "conv_conv2d" + type: "Convolution" + bottom: "data" + top: "conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } +} +layer { + name: "conv_batchnorm" + type: "BatchNorm" + bottom: "conv_conv2d" + top: "conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "conv_relu" + type: "ReLU" + bottom: "conv_conv2d_bn" + top: "conv_conv2d_relu" +} +layer { + name: "conv_1_1_conv2d" + type: "Convolution" + bottom: "conv_conv2d_relu" + top: "conv_1_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 71.6240293266 + scale_out: 46.751291122 + scale_params: 252.45444554 + scale_params: 167.035860665 + scale_params: 1207.3269412 + 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batch_norm_param { + } +} +layer { + name: "conv_1_1_relu" + type: "ReLU" + bottom: "conv_1_1_conv2d_bn" + top: "conv_1_1_conv2d_relu" +} +layer { + name: "conv_2_2_conv2d" + type: "Convolution" + bottom: "conv_1_1_conv2d_relu" + top: "conv_2_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 46.751291122 + scale_out: 72.4454884622 + scale_params: 353.061508442 + scale_params: 676.353814797 + scale_params: 760.0838676 + scale_params: 303.095036942 + scale_params: 1135.98719586 + scale_params: 337.064507469 + scale_params: 834.786450539 + scale_params: 567.511718727 + scale_params: 842.496554076 + scale_params: 594.607631379 + scale_params: 684.122191234 + scale_params: 353.58198478 + scale_params: 638.379578385 + scale_params: 499.399087388 + 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scale_params: 333.751888401 + } +} +layer { + name: "mixed_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_conv_conv2d" + top: "mixed_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_conv_relu" + type: "ReLU" + bottom: "mixed_conv_conv2d_bn" + top: "mixed_conv_conv2d_relu" +} +layer { + name: "mixed_tower_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 93.8949338231 + scale_out: 149.134759823 + scale_params: 701.572691593 + scale_params: 492.566544829 + scale_params: 453.109551295 + scale_params: 691.861032044 + scale_params: 612.422737121 + scale_params: 341.70699215 + scale_params: 369.061944609 + scale_params: 381.064550963 + scale_params: 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top: "mixed_tower_conv_1_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_tower_conv_1_conv2d_bn" + top: "mixed_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_tower_1_conv_conv2d" + type: "Convolution" + bottom: "pool1" + top: "mixed_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 93.8949338231 + scale_out: 168.941633614 + scale_params: 450.74993397 + scale_params: 447.473935043 + scale_params: 640.358010348 + scale_params: 1201.19771685 + scale_params: 847.971063928 + scale_params: 496.365255889 + scale_params: 812.857752516 + scale_params: 554.163284952 + scale_params: 877.77039166 + scale_params: 314.452249654 + scale_params: 501.997826576 + scale_params: 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type: "BatchNorm" + bottom: "mixed_tower_1_conv_2_conv2d" + top: "mixed_tower_1_conv_2_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_tower_1_conv_2_conv2d_bn" + top: "mixed_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_pool" + type: "Pooling" + bottom: "pool1" + top: "AVE_pool_mixed_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_pool" + top: "mixed_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 167.413422579 + scale_out: 127.017073329 + scale_params: 314.49748002 + scale_params: 329.38327076 + scale_params: 206.671835177 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"mixed_tower_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_tower_2_conv_conv2d_bn" + top: "mixed_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_chconcat" + type: "Concat" + bottom: "mixed_conv_conv2d_relu" + bottom: "mixed_tower_conv_1_conv2d_relu" + bottom: "mixed_tower_1_conv_2_conv2d_relu" + bottom: "mixed_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 94.9921864737 + scale_params: 416.162500351 + scale_params: 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+ batch_norm_param { + } +} +layer { + name: "mixed_1_conv_relu" + type: "ReLU" + bottom: "mixed_1_conv_conv2d_bn" + top: "mixed_1_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 131.605429384 + scale_params: 241.529838373 + scale_params: 303.331386582 + scale_params: 269.662688773 + scale_params: 273.866095603 + scale_params: 241.886455728 + scale_params: 334.072533204 + scale_params: 240.865266547 + scale_params: 239.667531846 + scale_params: 293.538539027 + scale_params: 287.289404538 + scale_params: 427.120716916 + scale_params: 268.06487636 + scale_params: 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scale_params: 281.287188573 + scale_params: 448.375274683 + } +} +layer { + name: "mixed_1_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_1_tower_conv_conv2d" + top: "mixed_1_tower_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_conv2d_bn" + top: "mixed_1_tower_conv_conv2d_relu" +} +layer { + name: "mixed_1_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_1_tower_conv_conv2d_relu" + top: "mixed_1_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 131.605429384 + scale_out: 94.9921864737 + scale_params: 827.557954806 + scale_params: 1010.2512105 + scale_params: 481.501323237 + scale_params: 787.507119677 + scale_params: 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"mixed_1_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_1_tower_conv_1_conv2d_bn" + top: "mixed_1_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_1_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_chconcat" + top: "mixed_1_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 127.017073329 + scale_out: 144.692219029 + scale_params: 342.832369283 + scale_params: 550.496844574 + scale_params: 395.081994425 + scale_params: 508.030038703 + scale_params: 399.374900975 + scale_params: 344.537731433 + scale_params: 189.454597188 + scale_params: 357.29716203 + scale_params: 397.82575949 + scale_params: 607.881417406 + scale_params: 775.810822452 + scale_params: 304.798546607 + scale_params: 613.683877 + scale_params: 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+ type: "BatchNorm" + bottom: "mixed_1_tower_1_conv_2_conv2d" + top: "mixed_1_tower_1_conv_2_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_1_conv_2_relu" + type: "ReLU" + bottom: "mixed_1_tower_1_conv_2_conv2d_bn" + top: "mixed_1_tower_1_conv_2_conv2d_relu" +} +layer { + name: "AVE_pool_mixed_1_pool" + type: "Pooling" + bottom: "ch_concat_mixed_chconcat" + top: "AVE_pool_mixed_1_pool" + pooling_param { + pool: AVE + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "mixed_1_tower_2_conv_conv2d" + type: "Convolution" + bottom: "AVE_pool_mixed_1_pool" + top: "mixed_1_tower_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 215.275469911 + scale_out: 94.9921864737 + scale_params: 401.722579411 + scale_params: 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top: "mixed_1_tower_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_1_tower_2_conv_relu" + type: "ReLU" + bottom: "mixed_1_tower_2_conv_conv2d_bn" + top: "mixed_1_tower_2_conv_conv2d_relu" +} +layer { + name: "ch_concat_mixed_1_chconcat" + type: "Concat" + bottom: "mixed_1_conv_conv2d_relu" + bottom: "mixed_1_tower_conv_1_conv2d_relu" + bottom: "mixed_1_tower_1_conv_2_conv2d_relu" + bottom: "mixed_1_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_1_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "mixed_2_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 94.9921864737 + scale_out: 163.966541581 + scale_params: 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+ top: "mixed_2_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_2_conv_relu" + type: "ReLU" + bottom: "mixed_2_conv_conv2d_bn" + top: "mixed_2_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 48 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 94.9921864737 + scale_out: 109.794172021 + scale_params: 409.234696168 + scale_params: 202.288292844 + scale_params: 225.312502327 + scale_params: 255.800106992 + scale_params: 390.813826848 + scale_params: 241.883819603 + scale_params: 359.086058548 + scale_params: 322.723946069 + scale_params: 340.429673452 + scale_params: 302.626127264 + scale_params: 358.577262211 + scale_params: 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+ scale_params: 206.3742927 + scale_params: 279.264168204 + scale_params: 497.824650925 + } +} +layer { + name: "mixed_2_tower_conv_batchnorm" + type: "BatchNorm" + bottom: "mixed_2_tower_conv_conv2d" + top: "mixed_2_tower_conv_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_2_tower_conv_relu" + type: "ReLU" + bottom: "mixed_2_tower_conv_conv2d_bn" + top: "mixed_2_tower_conv_conv2d_relu" +} +layer { + name: "mixed_2_tower_conv_1_conv2d" + type: "Convolution" + bottom: "mixed_2_tower_conv_conv2d_relu" + top: "mixed_2_tower_conv_1_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 2 + kernel_size: 5 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 109.794172021 + scale_out: 163.966541581 + scale_params: 974.984130647 + scale_params: 694.133998047 + scale_params: 1385.34495608 + scale_params: 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{ + name: "mixed_2_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_2_tower_conv_1_conv2d_bn" + top: "mixed_2_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_2_tower_1_conv_conv2d" + type: "Convolution" + bottom: "ch_concat_mixed_1_chconcat" + top: "mixed_2_tower_1_conv_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 94.9921864737 + scale_out: 115.843831474 + scale_params: 432.860888983 + scale_params: 586.743883363 + scale_params: 348.873456184 + scale_params: 460.562233967 + scale_params: 776.518798416 + scale_params: 772.582778822 + scale_params: 243.093519359 + scale_params: 434.690740413 + scale_params: 338.907186602 + scale_params: 912.115429533 + scale_params: 671.897933125 + scale_params: 533.495390051 + scale_params: 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1.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 163.966541581 + scale_out: 223.673828407 + scale_params: 695.244442844 + scale_params: 1777.63204433 + scale_params: 442.690288934 + scale_params: 870.191461148 + scale_params: 512.501690665 + scale_params: 401.552386626 + scale_params: 518.806384169 + scale_params: 469.384972942 + scale_params: 3680.06237106 + scale_params: 477.596319916 + scale_params: 513.945107634 + scale_params: 1868.32351484 + scale_params: 538.217183885 + scale_params: 2266.21775546 + scale_params: 974.185858985 + scale_params: 413.084751428 + scale_params: 429.133073448 + scale_params: 1131.160455 + scale_params: 1078.21429084 + scale_params: 2487.22258566 + scale_params: 499.878047205 + scale_params: 1462.1821371 + scale_params: 578.315181909 + scale_params: 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"BatchNorm" + bottom: "mixed_3_tower_conv_1_conv2d" + top: "mixed_3_tower_conv_1_conv2d_bn" + batch_norm_param { + } +} +layer { + name: "mixed_3_tower_conv_1_relu" + type: "ReLU" + bottom: "mixed_3_tower_conv_1_conv2d_bn" + top: "mixed_3_tower_conv_1_conv2d_relu" +} +layer { + name: "mixed_3_tower_conv_2_conv2d" + type: "Convolution" + bottom: "mixed_3_tower_conv_1_conv2d_relu" + top: "mixed_3_tower_conv_2_conv2d" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 96 + bias_term: false + pad: 0 + kernel_size: 3 + stride: 2 + weight_filler { + type: "gaussian" + std: 0.01 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 181.207617599 + scale_out: 112.410068846 + scale_params: 507.140499059 + scale_params: 428.191079919 + scale_params: 2006.37040408 + scale_params: 742.633223004 + scale_params: 488.578714661 + scale_params: 2440.1860821 + scale_params: 329.996685949 + scale_params: 503.08395222 + scale_params: 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+layer { + name: "ch_concat_mixed_10_chconcat" + type: "Concat" + bottom: "mixed_10_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu" + bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu" + bottom: "mixed_10_tower_2_conv_conv2d_relu" + top: "ch_concat_mixed_10_chconcat" + concat_param { + axis: 1 + } +} +layer { + name: "global_pool" + type: "Pooling" + bottom: "ch_concat_mixed_10_chconcat" + top: "global_pool" + pooling_param { + pool: AVE + kernel_size: 8 + stride: 1 + pad: 0 + } +} +layer { + name: "drop" + type: "Dropout" + bottom: "global_pool" + top: "global_pool" + dropout_param { + dropout_ratio: 0.8 + } +} +layer { + name: "flatten" + type: "Flatten" + bottom: "global_pool" + top: "flatten" +} +layer { + name: "fc1" + type: "InnerProduct" + bottom: "flatten" + top: "fc1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "acc/top-1" + type: "Accuracy" + bottom: "fc1" + bottom: "label" + top: "acc/top-1" + include { + phase: TEST + } +} +layer { + name: "acc/top-5" + type: "Accuracy" + bottom: "fc1" + bottom: "label" + top: "acc/top-5" + include { + phase: TEST + } + accuracy_param { + top_k: 5 + } +} diff --git a/scripts/benchmark_config_default.json b/scripts/benchmark_config_default.json index 4a8cd8aa0..42823b389 100644 --- a/scripts/benchmark_config_default.json +++ b/scripts/benchmark_config_default.json @@ -1,15 +1,17 @@ { "params":{ - "topology" : "resnet_50", + "topology" : "all_inf", "hostfile" : "", "network" : "", "netmask" : "", "dummy_data_use" : true, - "scal_test" : false, + "test_mode" : "inf_latency", + "inf_instances" : "1", + "num_omp_threads" : "28", "caffe_bin" : "", "engine" : "" }, - "perf_batch_size_table" : { + "train_perf_batch_size_table" : { "alexnet" : { "bdw" : "1024", "skx" : "1024", @@ -46,7 +48,74 @@ "knl" : "64", "knm" : "64" } + }, + "inference_perf_batch_size_table" : { + "resnet50_int8" : { + "skx" : "1024", + "clx" : "1024" + }, + "resnet_50" : { + "skx" : "28", + "clx" : "28" + }, + "rfcn" : { + "skx" : "1", + "clx" : "1" + }, + "faster-rcnn" : { + "skx" : "1", + "clx" : "1" + }, + "faster-rcnn_int8" : { + "skx" : "1", + "clx" : "1" + }, + "rfcn_int8" : { + "skx" : "1", + "clx" : "1" + }, + "ssd_mobilenet" : { + "skx" : "512", + "clx" : "512" + }, + "ssd_mobilenet_int8" : { + "skx" : "512", + "clx" : "512" + }, + "yolo" : { + "skx" : "32", + "clx" : "4" + }, + "yolov2_int8" : { + "skx" : "32", + "clx" : "32" + }, + "googlenet_v3" : { + "skx" : "32", + "clx" : "32" + }, + "ssd" : { + "skx" : "32", + "clx" : "252" + }, + "ssd_int8" : { + "skx" : "448", + "clx" : "448" + }, + "mobilenet_v2" : { + "skx" : "32" + }, + "googlenet_v3" : { + "skx" : "32", + "clx" : "32" + }, + "googlenet_v3_int8" : { + "skx" : "448", + "clx" : "448" + } + }, + "scal_batch_size_table" : { "alexnet" : "256", "googlenet" : "64", diff --git a/scripts/benchmark_config_template.json b/scripts/benchmark_config_template.json index 47c148666..26c84c699 100644 --- a/scripts/benchmark_config_template.json +++ b/scripts/benchmark_config_template.json @@ -1,15 +1,17 @@ { "params":{ - "topology" : "your topology like alexnet/googlenet/googlenet_v2/resnet_50/all", + "topology" : "your topology like alexnet/googlenet/googlenet_v2/resnet_50/all_train/all_inf", "hostfile" : "/your/hostfile", "network" : "tcp or opa", "netmask" : "your ethernet card name like eth0", "dummy_data_use" : true, - "scal_test" : false, + "test_mode" : "scal_test/train_throughput/inf_throughput/inf_latency", + "inf_instances" : "1, The number of instance to run in paralle" + "num_omp_threads" : "20, the num of thread per instance" "caffe_bin" : "", "engine" : "choose CAFFE, MKL2017 or MKLDNN" }, - "perf_batch_size_table" : { + "train_perf_batch_size_table" : { "alexnet" : { "bdw" : "1024", "skx" : "1024", @@ -47,6 +49,74 @@ "knm" : "64" } }, + + #for test_mode 3 to measure inference throughput + "inference_perf_batch_size_table" : { + "resnet50_int8" : { + "skx" : "1024", + "clx" : "1024" + }, + "resnet_50" : { + "skx" : "28", + "clx" : "28" + }, + "rfcn" : { + "skx" : "1", + "clx" : "1" + }, + "faster-rcnn" : { + "skx" : "1", + "clx" : "1" + }, + "faster-rcnn_int8" : { + "skx" : "1", + "clx" : "1" + }, + "rfcn_int8" : { + "skx" : "1", + "clx" : "1" + }, + "ssd_mobilenet" : { + "skx" : "512", + "clx" : "512" + }, + "ssd_mobilenet_int8" : { + "skx" : "512", + "clx" : "512" + }, + "yolo" : { + "skx" : "32", + "clx" : "4" + }, + "yolo_int8" : { + "skx" : "32", + "clx" : "32" + }, + "googlenet_v3" : { + "skx" : "32", + "clx" : "32" + }, + "ssd" : { + "skx" : "32", + "clx" : "252" + }, + "ssd_int8" : { + "skx" : "448", + "clx" : "448" + }, + "mobilenet_v2" : { + "skx" : "32" + }, + "googlenet_v3" : { + "skx" : "32", + "clx" : "32" + }, + "googlenet_v3_int8" : { + "skx" : "448", + "clx" : "448" + } + }, + "scal_batch_size_table" : { "alexnet" : "256", "googlenet" : "64", diff --git a/scripts/run_benchmark.py b/scripts/run_benchmark.py index 576f684b8..cda4bdcf4 100755 --- a/scripts/run_benchmark.py +++ b/scripts/run_benchmark.py @@ -18,28 +18,37 @@ def __init__(self, bench_params): self.dummy_data_use = bench_params.dummy_data_use self.engine = bench_params.engine self.caffe_bin = bench_params.caffe_bin - self.scal_test = bench_params.scal_test + self.test_mode = bench_params.test_mode + self.inf_instances = bench_params.inf_instances + self.num_omp_threads = bench_params.num_omp_threads self.num_nodes = 1 self.cpu_model = 'skx' # flag used to mark if we have detected which cpu model we're using self.unknown_cpu = False - self.iterations = 100 + self.iterations = 100 self.caffe_root = os.path.dirname(os.path.dirname(__file__)) # model template path - self.model_path = os.path.join(self.caffe_root, "models/intel_optimized_models/benchmark") + self.model_path = os.path.join(self.caffe_root, "models/intel_optimized_models") # specific script used to run intelcaffe self.caffe_run_script = os.path.join(self.caffe_root, "scripts/run_intelcaffe.sh") - self.bkm_batch_size = bench_params.bkm_batch_size - self.support_topologies = self.bkm_batch_size.keys() - self.support_topologies.append('all') + self.train_bkm_batch_size = bench_params.train_bkm_batch_size + self.inf_bkm_batch_size = bench_params.inf_bkm_batch_size + self.support_topologies = self.train_bkm_batch_size.keys() + self.support_inf_topologies = self.inf_bkm_batch_size.keys() + self.support_topologies.append('all_train') + self.support_inf_topologies.append('all_inf') self.check_parameters() current_time = time.strftime("%Y%m%d%H%M%S") logging.basicConfig(filename = 'result-benchmark-{}.log'.format(current_time),level = logging.INFO) def is_supported_topology(self): '''check if input topology is supported''' - if self.topology not in self.support_topologies: - logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_topologies)) + if self.test_mode == "train_throughput" or self.test_mode == "scal_test" : + if self.topology not in self.support_topologies: + logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_topologies)) + else: + if self.topology not in self.support_inf_topologies: + logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_inf_topologies)) def calculate_numnodes(self): '''calculate current using nodes''' @@ -64,7 +73,7 @@ def _exec_command_and_iter_show(cmd): if return_code: raise subprocess.CalledProcessError(return_code, cmd) for line in _exec_command_and_iter_show(cmd): - print line + print(line) def detect_cpu(self): '''check which IA platform currently using''' @@ -76,6 +85,7 @@ def detect_cpu(self): knm_pattern = re.compile(".*72.*") skx_pattern = re.compile(".*[86543]1.*") bdw_pattern = re.compile(".*(E5-[421]6|E7-[84]8|E3-12|D-?15).*") + clx_pattern = re.compile(".*Genuine.*") if re.match(knl_pattern, model_string): self.cpu_model = "knl" elif re.match(knm_pattern, model_string): @@ -84,34 +94,107 @@ def detect_cpu(self): self.cpu_model = "skx" elif re.match(bdw_pattern, model_string): self.cpu_model = "bdw" + elif re.match(clx_pattern, model_string): + self.cpu_model = "clx" else: self.unknown_cpu = True logging.info("Can't detect which cpu model currently using, will use default settings, which may not be the optimal one.") def gen_model_file(self, model): '''generate model file with new batch size which equal to bkm batch size''' - prototxt_file = "train_val_dummydata.prototxt" if self.dummy_data_use else "train_val.prototxt" - dst_model_file = os.path.join(self.model_path, model, '-'.join([self.cpu_model, prototxt_file])) - if os.path.isfile(dst_model_file): - os.remove(dst_model_file) - src_model_file = os.path.join(self.model_path, model, prototxt_file) - if not os.path.isfile(src_model_file): - logging.exception("template model file {} doesn't exist.".format(src_model_file)) - batch_size_pattern = re.compile(".*shape:.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*") - # we only care about train phase batch size for benchmarking - batch_size_cnt = 2 if self.dummy_data_use else 1 - if model not in self.bkm_batch_size or not self.scal_test and self.cpu_model not in self.bkm_batch_size[model]: - logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model)) - new_batch_size = self.bkm_batch_size[model] if self.scal_test else self.bkm_batch_size[model][self.cpu_model] - with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f: - cnt = 0 - for line in src_f.readlines(): - if re.match(batch_size_pattern, line) and cnt < batch_size_cnt: - #change batch size - line = re.sub("[0-9]+", new_batch_size, line, count = 1) - cnt += 1 - dst_f.write(line) - return dst_model_file + if model.find("_int8") != -1: + if not self.test_mode == "inf_throughput" and not self.test_mode == "inf_latency": + print("Error: int8 test is only for inference") + return "" + + prototxt_file=model+".prototxt" + if model == "resnet50_int8" : + prototxt_file="resnet50_int8_full_conv.prototxt" + + + if model == "faster-rcnn_int8": + dst_model_file = self.model_path + "/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/" + self.cpu_model + "_" + "test_int8.prototxt" + elif model == "rfcn_int8": + dst_model_file = self.model_path + "/rfcn/pascal_voc/ResNet-101/rfcn_end2end/" + self.cpu_model + "_" + "test_agnostic_int8.prototxt" + else: + dst_model_file = os.path.join(self.model_path, './int8/', '-'.join([self.cpu_model, prototxt_file])) + + if os.path.isfile(dst_model_file): + os.remove(dst_model_file) + + if model == "faster-rcnn_int8": + src_model_file = self.model_path + "/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/test_int8.prototxt" + elif model == "rfcn_int8": + src_model_file = self.model_path + "/rfcn/pascal_voc/ResNet-101/rfcn_end2end/test_agnostic_int8.prototxt" + else: + src_model_file = os.path.join(self.model_path, './int8/', prototxt_file) + + print("source model "+src_model_file) + if not os.path.isfile(src_model_file): + logging.exception("template model file {} doesn't exist.".format(src_model_file)) + print("dest model "+model) + if model.find("ssd") == -1 or model.find("yolo") == -1: + batch_size_cnt = 1 + else: + batch_size_cnt = 2 + if model not in self.inf_bkm_batch_size or self.cpu_model not in self.inf_bkm_batch_size[model]: + logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model)) + batch_size_pattern = re.compile(".*dim.*") + new_batch_size = self.inf_bkm_batch_size[model][self.cpu_model] + if self.test_mode == "inf_latency": + new_batch_size="1" + with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f: + cnt = 0 + line2="" + for line in src_f.readlines(): + if line2 != "" and ( line2.find("shape") != -1 or line.find("input: \"data\"") != -1 ) and re.match(batch_size_pattern, line) and cnt < batch_size_cnt: + #change batch size + line = re.sub("[0-9]+", new_batch_size, line, count = 1) + cnt += 1 + dst_f.write(line) + line2=line + return dst_model_file + else: + if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency": + prototxt_file = "deploy.prototxt" + else: + prototxt_file = "train_val_dummydata.prototxt" if self.dummy_data_use else "train_val.prototxt" + dst_model_file = os.path.join(self.model_path, './benchmark/', model, '-'.join([self.cpu_model, prototxt_file])) + if os.path.isfile(dst_model_file): + os.remove(dst_model_file) + src_model_file = os.path.join(self.model_path, './benchmark/', model, './', prototxt_file) + if not os.path.isfile(src_model_file): + logging.exception("template model file {} doesn't exist.".format(src_model_file)) + + if model == "ssd" and ( self.test_mode == "inf_throughput" or self.test_mode == "inf_latency" ): + batch_size_pattern = re.compile(".*input_shape {.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*") + else: + if model == "mobilenet_v2" and ( self.test_mode == "inf_throughput" or self.test_mode == "inf_latency" ): + batch_size_pattern = re.compile(".*input_dim.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*") + else: + batch_size_pattern = re.compile(".*shape:.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*") + + batch_size_cnt = 2 + if self.test_mode == "train_throughput" or self.test_mode == "scal_test": + if model not in self.train_bkm_batch_size or self.test_mode == "train_throughput" and self.cpu_model not in self.train_bkm_batch_size[model]: + logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model)) + new_batch_size = self.train_bkm_batch_size[model] if self.test_mode == "scal_test" else self.train_bkm_batch_size[model][self.cpu_model] + else: + if model not in self.inf_bkm_batch_size or self.cpu_model not in self.inf_bkm_batch_size[model]: + logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model)) + new_batch_size = self.inf_bkm_batch_size[model][self.cpu_model] + if self.test_mode == "inf_latency": + new_batch_size="1" + + with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f: + cnt = 0 + for line in src_f.readlines(): + if re.match(batch_size_pattern, line) and cnt < batch_size_cnt: + #change batch size + line = re.sub("[0-9]+", new_batch_size, line, count = 1) + cnt += 1 + dst_f.write(line) + return dst_model_file def gen_solver_file(self, model): '''generate suitable solver file for training benchmark''' @@ -145,7 +228,10 @@ def run_specific_model(self, model): self.calculate_numnodes() if self.num_nodes == 1: model_file = self.gen_model_file(model) - exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode time', '--iteration', str(self.iterations), '--benchmark none']) + if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency": + exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode inf_time', '--iteration', str(self.iterations), '--benchmark none', '--ppn', str(self.inf_instances), '--num_omp_threads', str(self.num_omp_threads)]) + else: + exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode time', '--iteration', str(self.iterations), '--benchmark none']) else: solver_file = self.gen_solver_file(model) exec_command = ' '.join([self.caffe_run_script, '--hostfile', self.host_file, '--solver', solver_file, '--network', self.network, '--benchmark none']) @@ -162,9 +248,12 @@ def run_specific_model(self, model): else: self.result_log_file = "-".join(["result", "unknown", model, current_time + ".log"]) exec_command += " 2>&1 | tee {}".format(self.result_log_file) + print(exec_command) + logging.info(exec_command) self._exec_command_and_show(exec_command) self.intelcaffe_log = self.obtain_intelcaffe_log() - self.calculate_fps() + print("calculate fps ...") + self.calculate_fps(model) def obtain_intelcaffe_log(self): '''obtain the logfile of 'run_intelcaffe' ''' @@ -187,21 +276,35 @@ def obtain_intelcaffe_log(self): logging.info('intelcaffe log: %s' % intelcaffe_log) return intelcaffe_log - def obtain_average_fwd_bwd_time(self): + def obtain_average_time(self): '''obtain average iteration time of training''' result_file = self.intelcaffe_log if not os.path.isfile(result_file): logging.exception("Error: result file {} does not exist...".format(result_file)) if self.num_nodes == 1: average_time = "" + total_average_time = 0 + num = 0 + #Need update for ppn >1 with open(result_file, 'r') as f: - average_fwd_bwd_time_pattern = re.compile(".*Average Forward-Backward:.*") + if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency": + pattern = re.compile(".*Average Forward pass:.*") + else: + pattern = re.compile(".*Average Forward-Backward:.*") + inst = 0 for line in f.readlines(): - if re.match(average_fwd_bwd_time_pattern, line): + if re.match(pattern, line): average_time = line.split()[-2] - if average_time == "": - logging.exception("Error: can't find average forward-backward time within logs, please check logs under: {}".format(result_file)) - average_time = float(average_time) + if average_time != "": + total_average_time = total_average_time + float(average_time) + inst = inst + 1 + if total_average_time == 0: + logging.exception("Error: can't find average forward-backward time or average forward time within logs, please check logs under: {}".format(result_file)) + logging.info("The total average_time of " + str(inst) + " instances is " + str(total_average_time)) + average_time = total_average_time/inst + logging.info("The average_time is " + str(average_time)) + return average_time + else: start_iteration = 100 iteration_num = 100 @@ -239,13 +342,15 @@ def obtain_batch_size(self): logging.info("global batch size: {}".format(str(batch_size))) return float(batch_size) - def calculate_fps(self): + def calculate_fps(self, model): '''calculate fps here''' self.batch_size = self.obtain_batch_size() - self.average_time = self.obtain_average_fwd_bwd_time() + self.average_time = self.obtain_average_time() speed = self.batch_size * 1000.0 / self.average_time - self.speed = int(speed) - logging.info("benchmark speed: {} images/sec".format(str(self.speed))) + self.speed = float(speed) + total_speed = self.speed * int(self.inf_instances) + logging.info(model + " benchmark average speed: {} images/sec".format(str(self.speed))) + logging.info(model + " benchmark total speed: {} images/sec".format(str(total_speed))) return speed def get_local_ip_lists(self): @@ -317,20 +422,26 @@ def run_benchmark(self): '''run intelcaffe training benchmark''' self.detect_cpu() logging.info("Cpu model: {}".format(self.model_string)) - if self.topology == 'all': + if self.topology == 'all_train': for model in self.support_topologies: - if model == 'all': + if model == 'all_train': continue logging.info("--{}".format(model)) - if self.scal_test: + if self.test_mode == "scal_test": self.run_scal_test(model) else: self.run_specific_model(model) + elif self.topology == 'all_inf': + for model in self.support_inf_topologies: + print("run " + model) + if model == 'all_inf': + continue + logging.info("") + logging.info("--{}".format(model)) + print("--{}".format(model)) + self.run_specific_model(model) else: - if self.scal_test: - self.run_scal_test(self.topology) - else: - self.run_specific_model(self.topology) + self.run_specific_model(self.topology) def check_parameters(self): '''check program parameters''' @@ -358,9 +469,12 @@ def __init__(self, config_file): self.tcp_netmask = config['params']['netmask'] self.engine = config['params']["engine"] self.dummy_data_use = config['params']['dummy_data_use'] - self.scal_test = config['params']['scal_test'] + self.test_mode = config['params']['test_mode'] + self.inf_instances = config['params']['inf_instances'] + self.num_omp_threads = config['params']['num_omp_threads'] self.caffe_bin = config['params']['caffe_bin'] - self.bkm_batch_size = config['scal_batch_size_table'] if self.scal_test else config['perf_batch_size_table'] + self.train_bkm_batch_size = config['scal_batch_size_table'] if self.test_mode == "scal_test" else config['train_perf_batch_size_table'] + self.inf_bkm_batch_size = config['scal_batch_size_table'] if self.test_mode == "scal_test" else config['inference_perf_batch_size_table'] def parse_args(): '''parse arguments''' diff --git a/scripts/run_intelcaffe.sh b/scripts/run_intelcaffe.sh index 8ffa78c3d..88bb78107 100755 --- a/scripts/run_intelcaffe.sh +++ b/scripts/run_intelcaffe.sh @@ -69,7 +69,7 @@ function usage echo " $script_name [--hostfile host_file] [--solver solver_file]" echo " [--weights weight_file] [--num_omp_threads num_omp_threads]" echo " [--network opa/tcp] [--netmask tcp_netmask] [--debug on/off]" - echo " [--mode train/time/none] [--benchmark all/qperf/mpi/none]" + echo " [--mode train/time/inf_time/none] [--benchmark all/qperf/mpi/none]" echo " [--iteration iter] [--model_file deploy.prototxt]" echo " [--snapshot snapshot.caffemodel]" echo " [--num_mlsl_servers num_mlsl_servers]" @@ -91,7 +91,7 @@ function usage echo " network: opa(default), tcp" echo " netmask: only used if network is tcp" echo " debug: off(default). MLSL debug information is outputed if it's on" - echo " mode: train(default), time, none(not to run caffe test)" + echo " mode: train(default), time, inf_time, none(not to run caffe test)" echo " benchmark: none(disabled by default). Includes qperf, all-reduce performance" echo " Dependency: user needs to install qperf, Intel MPI library (including IMB-MPI1);" echo " and add them in system path." @@ -157,6 +157,8 @@ function detect_cpu else cpu_model_="unknown" fi + elif [[ $model_string == *"Genuine"* ]]; then + cpu_model_="clx" else model_num=`echo $model_string | awk '{print $4}'` if [[ $model_num =~ ^[8|6|5|4|3]1 ]]; then @@ -208,8 +210,43 @@ function execute_command local xeonbin_=$1 local result_dir_=$2 - if [ "${cpu_model}" == "skx" ]; then + if [ "${cpu_model}" == "skx" ] || [ "${cpu_model}" == "clx" ]; then exec_command="numactl -l $xeonbin_" + cores_per_socket=$(lscpu |grep "Core(s)" |awk -F' ' '{ print $4 }') + sockets=$(lscpu |grep "Socket(s)" |awk -F' ' '{ print $2 }') + cores=$((cores_per_socket * sockets)) + + if [[ ( "${mode}" == "inf_time" ) && ( "${num_omp_threads}" != "" ) && ( "${num_omp_threads}" -le "$cores" ) && ( "${ppn}" -ge "1" ) ]];then + thread_num=$num_omp_threads + start_core_id=0 + end_core_id=$((start_core_id + thread_num - 1 )) + numa_node=0 + pp=0 + exec_command="" + while [ "$pp" -lt "$ppn" ];do + + if [ "$end_core_id" -ge $(( ( numa_node + 1 ) * cores_per_socket )) ];then + numa_node=$(( numa_node + 1 )) + fi + + if [ "$start_core_id" == "$end_core_id" ];then + inst_command="numactl -C $start_core_id -m $numa_node $xeonbin_" + else + inst_command="numactl -C $start_core_id-$end_core_id -m $numa_node $xeonbin_" + fi + start_core_id=$((end_core_id + 1)) + end_core_id=$((start_core_id + thread_num - 1 )) + if [ "$pp" -eq "0" ];then + exec_command="$inst_command" + else + exec_command="$exec_command & $inst_command" + fi + pp=$(( pp + 1 )) + done + echo $exec_command >./temp.sh + exec_command="bash -x ./temp.sh" + fi + echo "Command:" $exec_command elif [ "${cpu_model}" == "knl" ] || [ "${cpu_model}" == "knm" ]; then exec_command="numactl --preferred=$numanode $xeonbin_" else @@ -237,7 +274,7 @@ function execute_command $sensors_bin >$sensor_log_file fi - if [ ${numnodes} -eq 1 ] && [ $is_local_run -eq 1 ] && [ $ppn -eq 1 ]; then + if [ ${numnodes} -eq 1 ] && [ $is_local_run -eq 1 ] && [[ ( ${mode} == "inf_time" ) || ( "$ppn" -eq "1") ]] ; then time GLOG_minloglevel=0 $exec_command 2>&1 | tee ${log_file} else exec_command="-l -configfile $cfile_" @@ -367,9 +404,11 @@ function run_benchmark function run_caffe { echo "Run caffe with ${numnodes} nodes..." - + echo "mode: ${mode}" if [ ${mode} == "time" ]; then xeonbin="$caffe_bin time --iterations $iteration --model $model_file" + elif [ ${mode} == "inf_time" ]; then + xeonbin="$caffe_bin time --forward_only --phase TEST --iterations $iteration --model $model_file" else xeonbin="$caffe_bin train --solver $solver_file" if [ "${snapshot}" != "" ]; then @@ -718,12 +757,15 @@ if [ "${mpi_iallreduce_algo}" != "" ]; then env_params+=" --mpi_iallreduce_algo ${mpi_iallreduce_algo}" fi +if [ "${mode}" == "inf_time" ];then + env_params+=" --mode ${mode}" +fi + source ${script_dir}/set_env.sh $env_params if [ "${benchmark_mode}" != "none" ]; then run_benchmark fi - if [ "${mode}" != "none" ]; then if [ "$caffe_bin" == "" ]; then caffe_bin="${root_dir}/build/tools/caffe" diff --git a/scripts/set_env.sh b/scripts/set_env.sh index 15e84a0b7..30614e35f 100755 --- a/scripts/set_env.sh +++ b/scripts/set_env.sh @@ -218,6 +218,12 @@ function set_mlsl_vars function set_openmp_envs { + forward=$1 + if [ "$forward" == "true" ];then + numservers=0 + internal_thread_pin="off" + fi + threadspercore=1 if [ "$internal_thread_pin" == "on" ]; then @@ -254,7 +260,7 @@ function set_openmp_envs export OMP_NUM_THREADS=${numthreads_per_proc} export KMP_HW_SUBSET=1t - if [ $ppn -gt 1 ]; then + if [ $ppn -gt 1 ] || [ "$forward" == "true" ]; then affinitystr="granularity=fine,compact,1,0" else affinitystr="proclist=[0-5,$((5+numservers+reserved_cores+1))-$((total_cores-1))],granularity=thread,explicit" @@ -276,11 +282,15 @@ function set_openmp_envs function set_env_vars { - set_mlsl_vars - init_mpi_envs + if [ $mode == "inf_time" ];then + set_openmp_envs true + else + set_mlsl_vars + init_mpi_envs - # depend on numservers set in set_mlsl_vars function - set_openmp_envs + # depend on numservers set in set_mlsl_vars function + set_openmp_envs + fi } while [[ $# -ge 1 ]] @@ -335,6 +345,10 @@ do ppn=$2 shift ;; + --mode) + mode=$2 + shift + ;; *) echo "Unknown option: $key" usage From 3806c3c185c765f696123b904ae096bad8434167 Mon Sep 17 00:00:00 2001 From: chuanqiw Date: Wed, 23 Jan 2019 19:48:58 +0800 Subject: [PATCH 09/12] update Dockerfiles to reduce image size --- docker/standalone/cpu-centos/Dockerfile | 23 ++--------------------- docker/standalone/cpu-ubuntu/Dockerfile | 24 +++--------------------- 2 files changed, 5 insertions(+), 42 deletions(-) diff --git a/docker/standalone/cpu-centos/Dockerfile b/docker/standalone/cpu-centos/Dockerfile index c0dbff8d2..33953fef0 100644 --- a/docker/standalone/cpu-centos/Dockerfile +++ b/docker/standalone/cpu-centos/Dockerfile @@ -12,7 +12,6 @@ RUN rpm -iUvh https://dl.fedoraproject.org/pub/epel/7/x86_64/Packages/e/epel-rel redhat-rpm-config \ tar \ findutils \ - make \ gcc-c++ \ cmake \ git \ @@ -26,30 +25,12 @@ RUN rpm -iUvh https://dl.fedoraproject.org/pub/epel/7/x86_64/Packages/e/epel-rel net-tools \ ufw \ iptables \ - atlas-devel \ - boost-devel \ - gflags-devel \ - glog-devel \ - hdf5-devel \ - leveldb-devel \ - lmdb-devel \ - opencv-devel \ - protobuf-devel \ - snappy-devel \ - protobuf-compiler \ - freetype-devel \ - libpng-devel \ - python-devel \ - python-numpy \ - python-pip \ - python-scipy \ - gcc-gfortran \ - libjpeg-turbo-devel && \ + gcc-gfortran && \ yum clean all # Install conda and Intel Caffe conda package WORKDIR /root/ -RUN wget -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \ +RUN wget --no-check-certificate -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \ bash Miniconda2-latest-Linux-x86_64.sh -b && \ ./miniconda2/bin/conda config --add channels intel && \ ./miniconda2/bin/conda install -c intel caffe && \ diff --git a/docker/standalone/cpu-ubuntu/Dockerfile b/docker/standalone/cpu-ubuntu/Dockerfile index 239a07c1b..14fb0cca8 100644 --- a/docker/standalone/cpu-ubuntu/Dockerfile +++ b/docker/standalone/cpu-ubuntu/Dockerfile @@ -6,7 +6,7 @@ MAINTAINER caffe-maint@googlegroups.com RUN apt-get update && \ apt-get install -y --no-install-recommends \ - cpio \ + bzip2 \ build-essential \ cmake \ git \ @@ -17,31 +17,13 @@ RUN apt-get update && \ vim \ net-tools \ iputils-ping \ - screen \ - libmlx4-1 libmlx5-1 ibutils rdmacm-utils libibverbs1 ibverbs-utils perftest infiniband-diags \ - openmpi-bin libopenmpi-dev \ ufw \ - iptables \ - libboost-all-dev \ - libgflags-dev \ - libgoogle-glog-dev \ - libhdf5-serial-dev \ - libleveldb-dev \ - liblmdb-dev \ - libopencv-dev \ - libprotobuf-dev \ - libsnappy-dev \ - protobuf-compiler \ - python-dev \ - python-numpy \ - python-pip \ - python-setuptools \ - python-scipy && \ + iptables && \ rm -rf /var/lib/apt/lists/* # Install conda and Intel Caffe conda package WORKDIR /root/ -RUN wget -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \ +RUN wget --no-check-certificate -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \ bash Miniconda2-latest-Linux-x86_64.sh -b && \ ./miniconda2/bin/conda config --add channels intel && \ ./miniconda2/bin/conda install -c intel caffe && \ From 4dcab01fd3b32a8bb1449909e3612073336473bf Mon Sep 17 00:00:00 2001 From: chuanqiw Date: Wed, 23 Jan 2019 20:29:31 +0800 Subject: [PATCH 10/12] add 1st conv layer support for faster-rcnn/RFCN and int8 prototxt --- examples/faster-rcnn/tools/test_net.py | 8 +- examples/rfcn/tools/test_net.py | 8 +- .../faster_rcnn_int8_single_1st.prototxt | 780 + .../rfcn_int8_multiple_1st.prototxt | 63222 ++++++++++++++++ 4 files changed, 64012 insertions(+), 6 deletions(-) create mode 100644 models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt create mode 100644 models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt diff --git a/examples/faster-rcnn/tools/test_net.py b/examples/faster-rcnn/tools/test_net.py index ddb21f525..1cb3cf3c0 100755 --- a/examples/faster-rcnn/tools/test_net.py +++ b/examples/faster-rcnn/tools/test_net.py @@ -77,6 +77,8 @@ def parse_args(): parser.add_argument('-wi', '--conv_algo', dest='conv_algo', action="store_true", default=False, help='to choose the convolution algorithm') + parser.add_argument('-1st', '--enable_1st_conv_layer', dest='enable_1st_conv_layer', action="store_true", default=False, + help='enable 1st conv layer') if len(sys.argv) == 1: parser.print_help() sys.exit(1) @@ -117,14 +119,14 @@ def parse_args(): if args.quantized_prototxt == None: test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis) else: - (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode) + (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode, args.enable_1st_conv_layer) (inputs_max, outputs_max, inputs_min) = sampling.calibrate_activations(blobs, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, args.calibration_algos, "SINGLE", args.conv_algo) params_max = sampling.calibrate_parameters(params, winograd_convolutions, "DIRECT", args.quant_mode.upper(), args.conv_algo) - calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, False) + calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, args.enable_1st_conv_layer) compiled_net_str = caffe.compile_net(args.prototxt, caffe.TEST, "MKLDNN") raw_net_basename = os.path.basename(args.prototxt) compile_net_path = "./compiled_" + raw_net_basename with open(compile_net_path, "w") as f: f.write(compiled_net_str) - calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, False) + calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, args.enable_1st_conv_layer) diff --git a/examples/rfcn/tools/test_net.py b/examples/rfcn/tools/test_net.py index 2e6220046..d87a7a327 100755 --- a/examples/rfcn/tools/test_net.py +++ b/examples/rfcn/tools/test_net.py @@ -82,6 +82,8 @@ def parse_args(): parser.add_argument('-wi', '--conv_algo', dest='conv_algo', action="store_true", default=False, help='to choose the convolution algorithm') + parser.add_argument('-1st', '--enable_1st_conv_layer', dest='enable_1st_conv_layer', action="store_true", default=False, + help='enable 1st conv layer') if len(sys.argv) == 1: parser.print_help() sys.exit(1) @@ -124,14 +126,14 @@ def parse_args(): if args.quantized_prototxt == None: test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis) else: - (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode) + (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode, args.enable_1st_conv_layer) (inputs_max, outputs_max, inputs_min) = sampling.calibrate_activations(blobs, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, args.calibration_algos, "SINGLE", args.conv_algo) params_max = sampling.calibrate_parameters(params, winograd_convolutions, "DIRECT", args.quant_mode.upper(), args.conv_algo) - calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, False) + calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, args.enable_1st_conv_layer) compiled_net_str = caffe.compile_net(args.prototxt, caffe.TEST, "MKLDNN") raw_net_basename = os.path.basename(args.prototxt) compile_net_path = "./compiled_" + raw_net_basename with open(compile_net_path, "w") as f: f.write(compiled_net_str) - calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, False) + calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, args.enable_1st_conv_layer) diff --git a/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt new file mode 100644 index 000000000..e4c771733 --- /dev/null +++ b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt @@ -0,0 +1,780 @@ +name: "VGG_ILSVRC_16_layers" +input: "data" +input: "im_info" +input_shape { + dim: 1 + dim: 3 + dim: 224 + dim: 224 +} +input_shape { + dim: 1 + dim: 3 +} +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.835416956077 + scale_out: 0.332268986518 + scale_params: 189.156965629 + is_negative_input: true + } +} +layer { + name: "relu1_1" + type: "ReLU" + bottom: "conv1_1" + top: "conv1_1" +} +layer { + name: "conv1_2" + type: "Convolution" + bottom: "conv1_1" + top: "conv1_2" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.332268986518 + scale_out: 0.0791212786911 + scale_params: 439.186577054 + } +} +layer { + name: "relu1_2" + type: "ReLU" + bottom: "conv1_2" + top: "conv1_2" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1_2" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv2_1" + type: "Convolution" + bottom: "pool1" + top: "conv2_1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0791212786911 + scale_out: 0.0434035194217 + scale_params: 304.840671549 + } +} +layer { + name: "relu2_1" + type: "ReLU" + bottom: "conv2_1" + top: "conv2_1" +} +layer { + name: "conv2_2" + type: "Convolution" + bottom: "conv2_1" + top: "conv2_2" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0434035194217 + scale_out: 0.0279706257014 + scale_params: 457.862701128 + } +} +layer { + name: "relu2_2" + type: "ReLU" + bottom: "conv2_2" + top: "conv2_2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2_2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv3_1" + type: "Convolution" + bottom: "pool2" + top: "conv3_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0279706257014 + scale_out: 0.0218087225035 + scale_params: 280.524719594 + } +} +layer { + name: "relu3_1" + type: "ReLU" + bottom: "conv3_1" + top: "conv3_1" +} +layer { + name: "conv3_2" + type: "Convolution" + bottom: "conv3_1" + top: "conv3_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0218087225035 + scale_out: 0.023486223745 + scale_params: 311.286930532 + } +} +layer { + name: "relu3_2" + type: "ReLU" + bottom: "conv3_2" + top: "conv3_2" +} +layer { + name: "conv3_3" + type: "Convolution" + bottom: "conv3_2" + top: "conv3_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.023486223745 + scale_out: 0.0246108420033 + scale_params: 392.048223975 + } +} +layer { + name: "relu3_3" + type: "ReLU" + bottom: "conv3_3" + top: "conv3_3" +} +layer { + name: "pool3" + type: "Pooling" + bottom: "conv3_3" + top: "pool3" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv4_1" + type: "Convolution" + bottom: "pool3" + top: "conv4_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0246108420033 + scale_out: 0.0413444940667 + scale_params: 463.306279925 + } +} +layer { + name: "relu4_1" + type: "ReLU" + bottom: "conv4_1" + top: "conv4_1" +} +layer { + name: "conv4_2" + type: "Convolution" + bottom: "conv4_1" + top: "conv4_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0413444940667 + scale_out: 0.119663844135 + scale_params: 460.085969115 + } +} +layer { + name: "relu4_2" + type: "ReLU" + bottom: "conv4_2" + top: "conv4_2" +} +layer { + name: "conv4_3" + type: "Convolution" + bottom: "conv4_2" + top: "conv4_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.119663844135 + scale_out: 0.261501808985 + scale_params: 620.044118246 + } +} +layer { + name: "relu4_3" + type: "ReLU" + bottom: "conv4_3" + top: "conv4_3" +} +layer { + name: "pool4" + type: "Pooling" + bottom: "conv4_3" + top: "pool4" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv5_1" + type: "Convolution" + bottom: "pool4" + top: "conv5_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.261501808985 + scale_out: 0.887131578806 + scale_params: 808.671408922 + } +} +layer { + name: "relu5_1" + type: "ReLU" + bottom: "conv5_1" + top: "conv5_1" +} +layer { + name: "conv5_2" + type: "Convolution" + bottom: "conv5_1" + top: "conv5_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.887131578806 + scale_out: 2.45384813837 + scale_params: 795.711094669 + } +} +layer { + name: "relu5_2" + type: "ReLU" + bottom: "conv5_2" + top: "conv5_2" +} +layer { + name: "conv5_3" + type: "Convolution" + bottom: "conv5_2" + top: "conv5_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 2.45384813837 + scale_out: 3.84125025988 + scale_params: 597.734015618 + } +} +layer { + name: "relu5_3" + type: "ReLU" + bottom: "conv5_3" + top: "conv5_3" +} +layer { + name: "rpn_conv/3x3" + type: "Convolution" + bottom: "conv5_3" + top: "rpn/output" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 3.84125025988 + scale_out: 20.5010584939 + scale_params: 2469.88689104 + } +} +layer { + name: "rpn_relu/3x3" + type: "ReLU" + bottom: "rpn/output" + top: "rpn/output" +} +layer { + name: "rpn_cls_score" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_cls_score" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 18 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 20.5010584939 + scale_out: 1.0 + scale_params: 929.057061161 + } +} +layer { + name: "rpn_bbox_pred" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_bbox_pred" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 36 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 20.5010584939 + scale_out: 53.3588296965 + scale_params: 2026.285121 + } +} +layer { + name: "rpn_cls_score_reshape" + type: "Reshape" + bottom: "rpn_cls_score" + top: "rpn_cls_score_reshape" + reshape_param { + shape { + dim: 0 + dim: 2 + dim: -1 + dim: 0 + } + } +} +layer { + name: "rpn_cls_prob" + type: "Softmax" + bottom: "rpn_cls_score_reshape" + top: "rpn_cls_prob" +} +layer { + name: "rpn_cls_prob_reshape" + type: "Reshape" + bottom: "rpn_cls_prob" + top: "rpn_cls_prob_reshape" + reshape_param { + shape { + dim: 0 + dim: 18 + dim: -1 + dim: 0 + } + } +} +layer { + name: "proposal" + type: "Python" + bottom: "rpn_cls_prob_reshape" + bottom: "rpn_bbox_pred" + bottom: "im_info" + top: "rois" + python_param { + module: "rpn.proposal_layer" + layer: "ProposalLayer" + param_str: "\'feat_stride\': 16" + } +} +layer { + name: "roi_pool5" + type: "ROIPooling" + bottom: "conv5_3" + bottom: "rois" + top: "pool5" + roi_pooling_param { + pooled_h: 7 + pooled_w: 7 + spatial_scale: 0.0625 + } +} +layer { + name: "fc6" + type: "InnerProduct" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "drop6" + type: "Dropout" + bottom: "fc6" + top: "fc6" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc7" + type: "InnerProduct" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "drop7" + type: "Dropout" + bottom: "fc7" + top: "fc7" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "cls_score" + type: "InnerProduct" + bottom: "fc7" + top: "cls_score" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 21 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "bbox_pred" + type: "InnerProduct" + bottom: "fc7" + top: "bbox_pred" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 84 + weight_filler { + type: "gaussian" + std: 0.001 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob" +} diff --git a/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt new file mode 100644 index 000000000..6699f07a5 --- /dev/null +++ b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt @@ -0,0 +1,63222 @@ +name: "ResNet-101" +input: "data" +input: "im_info" +input_shape { + dim: 1 + dim: 3 + dim: 600 + dim: 800 +} +input_shape { + dim: 1 + dim: 3 +} +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 3 + kernel_size: 7 + stride: 2 + } + quantization_param { + 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scale_params: 22926.6012214 + is_negative_input: true + } +} +layer { + name: "bn_conv1" + type: "BatchNorm" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale_conv1" + type: "Scale" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + 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 { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "res2a_branch1" + type: "Convolution" + bottom: "pool1" + top: "res2a_branch1" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } 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0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch1" + type: "Scale" + bottom: "res2a_branch1" + top: "res2a_branch1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2a" + type: "Convolution" + bottom: "pool1" + top: "res2a_branch2a" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 15.4717560634 + scale_out: 28.8694091792 + scale_params: 466.536181734 + scale_params: 2041.23599642 + scale_params: 836.624804923 + scale_params: 290.436926803 + scale_params: 1053.23027226 + scale_params: 566.756603551 + scale_params: 282.540088594 + scale_params: 409.151593789 + scale_params: 283.889147265 + scale_params: 513.219000197 + 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+ top: "res2b_branch2b" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 32.6683475279 + scale_out: 28.3747596145 + scale_params: 686.626013517 + scale_params: 493.440158663 + scale_params: 675.126801989 + scale_params: 875.667896953 + scale_params: 921.667150563 + scale_params: 493.65102613 + scale_params: 884.368982925 + scale_params: 872.773550214 + scale_params: 312.672659627 + scale_params: 910.853845205 + scale_params: 651.409756427 + scale_params: 788.137408923 + scale_params: 849.827506119 + scale_params: 817.890600216 + scale_params: 1120.63579046 + scale_params: 905.470065543 + scale_params: 941.55029741 + scale_params: 411.271636984 + scale_params: 301.795545927 + scale_params: 1561.27506701 + scale_params: 547.858908309 + scale_params: 297.720085 + scale_params: 391.914456334 + scale_params: 732.576307555 + 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bottom: "rois" + top: "psroipooled_loc_rois" + psroi_pooling_param { + spatial_scale: 0.0625 + output_dim: 8 + group_size: 7 + } +} +layer { + name: "ave_bbox_pred_rois" + type: "Pooling" + bottom: "psroipooled_loc_rois" + top: "bbox_pred_pre" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 7 + } +} +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob_pre" +} +layer { + name: "cls_prob_reshape" + type: "Reshape" + bottom: "cls_prob_pre" + top: "cls_prob" + reshape_param { + shape { + dim: -1 + dim: 21 + } + } +} +layer { + name: "bbox_pred_reshape" + type: "Reshape" + bottom: "bbox_pred_pre" + top: "bbox_pred" + reshape_param { + shape { + dim: -1 + dim: 8 + } + } +} From 7dc778b7e785b150e48f2fc58177e71edee6a0db Mon Sep 17 00:00:00 2001 From: DaisyDeng Date: Mon, 28 Jan 2019 11:47:32 +0800 Subject: [PATCH 11/12] Don't use ssh in local test Change-Id: I422da80110793afa8cd1a7f732f9d4f324114ca5 --- scripts/run_benchmark.py | 3 --- scripts/run_intelcaffe.sh | 2 -- scripts/set_env.sh | 18 ++++++++++++++---- 3 files changed, 14 insertions(+), 9 deletions(-) diff --git a/scripts/run_benchmark.py b/scripts/run_benchmark.py index cda4bdcf4..8e90f08e1 100755 --- a/scripts/run_benchmark.py +++ b/scripts/run_benchmark.py @@ -85,7 +85,6 @@ def detect_cpu(self): knm_pattern = re.compile(".*72.*") skx_pattern = re.compile(".*[86543]1.*") bdw_pattern = re.compile(".*(E5-[421]6|E7-[84]8|E3-12|D-?15).*") - clx_pattern = re.compile(".*Genuine.*") if re.match(knl_pattern, model_string): self.cpu_model = "knl" elif re.match(knm_pattern, model_string): @@ -94,8 +93,6 @@ def detect_cpu(self): self.cpu_model = "skx" elif re.match(bdw_pattern, model_string): self.cpu_model = "bdw" - elif re.match(clx_pattern, model_string): - self.cpu_model = "clx" else: self.unknown_cpu = True logging.info("Can't detect which cpu model currently using, will use default settings, which may not be the optimal one.") diff --git a/scripts/run_intelcaffe.sh b/scripts/run_intelcaffe.sh index 88bb78107..4cab72058 100755 --- a/scripts/run_intelcaffe.sh +++ b/scripts/run_intelcaffe.sh @@ -157,8 +157,6 @@ function detect_cpu else cpu_model_="unknown" fi - elif [[ $model_string == *"Genuine"* ]]; then - cpu_model_="clx" else model_num=`echo $model_string | awk '{print $4}'` if [[ $model_num =~ ^[8|6|5|4|3]1 ]]; then diff --git a/scripts/set_env.sh b/scripts/set_env.sh index 30614e35f..d8fcd878f 100755 --- a/scripts/set_env.sh +++ b/scripts/set_env.sh @@ -113,15 +113,21 @@ function clear_shm min_shm_size=40 shm_unit="G" + localhost=$(hostname) + for node in "${nodenames[@]}" do if [ "${node}" == "" ]; then echo "Warning: empty node name." continue fi - - ssh ${node} "$clear_command" - shm_line=`ssh ${node} "$check_shm_command"` + if [ $localhost == $node ];then + `$clear_command` + shm_line=$(eval $check_shm_command) + else + ssh ${node} "$clear_command" + shm_line=`ssh ${node} "$check_shm_command"` + fi shm_string=`echo $shm_line | awk -F ' ' '{print $(NF-2)}'` unit="${shm_string:(-1)}" shm_size=${shm_string::-1} @@ -140,7 +146,11 @@ function kill_zombie_processes kill_command="for process in ep_server caffe mpiexec.hydra; do for i in \$(ps -e | grep -w \$process | awk -F ' ' '{print \$1}'); do kill -9 \$i; echo \"\$process \$i killed.\"; done done" for node in "${nodenames[@]}" do - ssh ${node} "$kill_command" + if [ $localhost == $node ];then + eval "$kill_command" + else + ssh ${node} "$kill_command" + fi done } From c8f2cf43dedb296fc2dc793f460bc2631221e405 Mon Sep 17 00:00:00 2001 From: DaisyDeng Date: Sat, 2 Feb 2019 13:44:24 +0800 Subject: [PATCH 12/12] add models with full convolution --- .../faster_rcnn_int8_full_conv.prototxt | 780 + .../int8/ssd_int8_full_conv.prototxt | 10852 +++ .../int8/yolov2_int8_full_conv.prototxt | 11629 +++ .../rfcn_end2end/rfcn_int8_full_conv.prototxt | 63222 ++++++++++++++++ 4 files changed, 86483 insertions(+) create mode 100644 models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt create mode 100644 models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt create mode 100644 models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt create mode 100644 models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt diff --git a/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt new file mode 100644 index 000000000..39cfba439 --- /dev/null +++ b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt @@ -0,0 +1,780 @@ +name: "VGG_ILSVRC_16_layers" +input: "data" +input: "im_info" +input_shape { + dim: 1 + dim: 3 + dim: 600 + dim: 800 +} +input_shape { + dim: 1 + dim: 3 +} +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.835416956077 + scale_out: 0.331282561445 + scale_params: 189.156965629 + is_negative_input: true + } +} +layer { + name: "relu1_1" + type: "ReLU" + bottom: "conv1_1" + top: "conv1_1" +} +layer { + name: "conv1_2" + type: "Convolution" + bottom: "conv1_1" + top: "conv1_2" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.331282561445 + scale_out: 0.0783818200525 + scale_params: 439.186577054 + } +} +layer { + name: "relu1_2" + type: "ReLU" + bottom: "conv1_2" + top: "conv1_2" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1_2" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv2_1" + type: "Convolution" + bottom: "pool1" + top: "conv2_1" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0783818200525 + scale_out: 0.0434329206136 + scale_params: 304.840671549 + } +} +layer { + name: "relu2_1" + type: "ReLU" + bottom: "conv2_1" + top: "conv2_1" +} +layer { + name: "conv2_2" + type: "Convolution" + bottom: "conv2_1" + top: "conv2_2" + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0434329206136 + scale_out: 0.0279425499803 + scale_params: 457.862701128 + } +} +layer { + name: "relu2_2" + type: "ReLU" + bottom: "conv2_2" + top: "conv2_2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2_2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv3_1" + type: "Convolution" + bottom: "pool2" + top: "conv3_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0279425499803 + scale_out: 0.0218142648016 + scale_params: 280.524719594 + } +} +layer { + name: "relu3_1" + type: "ReLU" + bottom: "conv3_1" + top: "conv3_1" +} +layer { + name: "conv3_2" + type: "Convolution" + bottom: "conv3_1" + top: "conv3_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0218142648016 + scale_out: 0.0234712496965 + scale_params: 311.286930532 + } +} +layer { + name: "relu3_2" + type: "ReLU" + bottom: "conv3_2" + top: "conv3_2" +} +layer { + name: "conv3_3" + type: "Convolution" + bottom: "conv3_2" + top: "conv3_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0234712496965 + scale_out: 0.0239997463262 + scale_params: 392.048223975 + } +} +layer { + name: "relu3_3" + type: "ReLU" + bottom: "conv3_3" + top: "conv3_3" +} +layer { + name: "pool3" + type: "Pooling" + bottom: "conv3_3" + top: "pool3" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv4_1" + type: "Convolution" + bottom: "pool3" + top: "conv4_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.0239997463262 + scale_out: 0.041374465053 + scale_params: 463.306279925 + } +} +layer { + name: "relu4_1" + type: "ReLU" + bottom: "conv4_1" + top: "conv4_1" +} +layer { + name: "conv4_2" + type: "Convolution" + bottom: "conv4_1" + top: "conv4_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.041374465053 + scale_out: 0.117500059342 + scale_params: 460.085969115 + } +} +layer { + name: "relu4_2" + type: "ReLU" + bottom: "conv4_2" + top: "conv4_2" +} +layer { + name: "conv4_3" + type: "Convolution" + bottom: "conv4_2" + top: "conv4_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.117500059342 + scale_out: 0.261585786191 + scale_params: 620.044118246 + } +} +layer { + name: "relu4_3" + type: "ReLU" + bottom: "conv4_3" + top: "conv4_3" +} +layer { + name: "pool4" + type: "Pooling" + bottom: "conv4_3" + top: "pool4" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "conv5_1" + type: "Convolution" + bottom: "pool4" + top: "conv5_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.261585786191 + scale_out: 0.905264469368 + scale_params: 808.671408922 + } +} +layer { + name: "relu5_1" + type: "ReLU" + bottom: "conv5_1" + top: "conv5_1" +} +layer { + name: "conv5_2" + type: "Convolution" + bottom: "conv5_1" + top: "conv5_2" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.905264469368 + scale_out: 2.43627435903 + scale_params: 795.711094669 + } +} +layer { + name: "relu5_2" + type: "ReLU" + bottom: "conv5_2" + top: "conv5_2" +} +layer { + name: "conv5_3" + type: "Convolution" + bottom: "conv5_2" + top: "conv5_3" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 2.43627435903 + scale_out: 3.78997485737 + scale_params: 597.734015618 + } +} +layer { + name: "relu5_3" + type: "ReLU" + bottom: "conv5_3" + top: "conv5_3" +} +layer { + name: "rpn_conv/3x3" + type: "Convolution" + bottom: "conv5_3" + top: "rpn/output" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 512 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 3.78997485737 + scale_out: 20.5078543031 + scale_params: 2469.88689104 + } +} +layer { + name: "rpn_relu/3x3" + type: "ReLU" + bottom: "rpn/output" + top: "rpn/output" +} +layer { + name: "rpn_cls_score" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_cls_score" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 18 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 20.5078543031 + scale_out: 1.0 + scale_params: 929.057061161 + } +} +layer { + name: "rpn_bbox_pred" + type: "Convolution" + bottom: "rpn/output" + top: "rpn_bbox_pred" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 36 + pad: 0 + kernel_size: 1 + stride: 1 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 20.5078543031 + scale_out: 53.2824946465 + scale_params: 2026.285121 + } +} +layer { + name: "rpn_cls_score_reshape" + type: "Reshape" + bottom: "rpn_cls_score" + top: "rpn_cls_score_reshape" + reshape_param { + shape { + dim: 0 + dim: 2 + dim: -1 + dim: 0 + } + } +} +layer { + name: "rpn_cls_prob" + type: "Softmax" + bottom: "rpn_cls_score_reshape" + top: "rpn_cls_prob" +} +layer { + name: "rpn_cls_prob_reshape" + type: "Reshape" + bottom: "rpn_cls_prob" + top: "rpn_cls_prob_reshape" + reshape_param { + shape { + dim: 0 + dim: 18 + dim: -1 + dim: 0 + } + } +} +layer { + name: "proposal" + type: "Python" + bottom: "rpn_cls_prob_reshape" + bottom: "rpn_bbox_pred" + bottom: "im_info" + top: "rois" + python_param { + module: "rpn.proposal_layer" + layer: "ProposalLayer" + param_str: "\'feat_stride\': 16" + } +} +layer { + name: "roi_pool5" + type: "ROIPooling" + bottom: "conv5_3" + bottom: "rois" + top: "pool5" + roi_pooling_param { + pooled_h: 7 + pooled_w: 7 + spatial_scale: 0.0625 + } +} +layer { + name: "fc6" + type: "InnerProduct" + bottom: "pool5" + top: "fc6" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "drop6" + type: "Dropout" + bottom: "fc6" + top: "fc6" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc7" + type: "InnerProduct" + bottom: "fc6" + top: "fc7" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "drop7" + type: "Dropout" + bottom: "fc7" + top: "fc7" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "cls_score" + type: "InnerProduct" + bottom: "fc7" + top: "cls_score" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 21 + weight_filler { + type: "gaussian" + std: 0.01 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "bbox_pred" + type: "InnerProduct" + bottom: "fc7" + top: "bbox_pred" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + inner_product_param { + num_output: 84 + weight_filler { + type: "gaussian" + std: 0.001 + } + bias_filler { + type: "constant" + value: 0.0 + } + } +} +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob" +} diff --git a/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt b/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt new file mode 100644 index 000000000..7ed19e90c --- /dev/null +++ b/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt @@ -0,0 +1,10852 @@ +name: "VGG_VOC0712_SSD_300x300_test" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape { + dim: 22 + dim: 3 + dim: 300 + dim: 300 + } + } +} +layer { + name: "data" + type: "DummyData" + top: "label" + dummy_data_param { + data_filler { + type: "constant" + value: 1 + } + shape { + dim: 1 + dim: 1 + dim: 1 + dim: 8 + } + } +} +layer { + name: "conv1_1" + type: "Convolution" + bottom: "data" + top: "conv1_1" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 64 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.841059602649 + scale_out: 0.317147638848 + scale_params: 286.312463551 + scale_params: 538.511038532 + scale_params: 610.206947508 + scale_params: 254.797124904 + scale_params: 419.917893263 + scale_params: 414.722806319 + scale_params: 635.068835775 + scale_params: 461.344002075 + scale_params: 387.301562534 + scale_params: 409.943397891 + scale_params: 217.824666547 + scale_params: 459.35068744 + scale_params: 327.745953429 + scale_params: 428.018446903 + scale_params: 266.858912381 + scale_params: 392.36205257 + scale_params: 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2 + order: 3 + order: 1 + } +} +layer { + name: "conv8_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv8_2_mbox_conf_perm" + top: "conv8_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv8_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv8_2" + bottom: "data" + top: "conv8_2_mbox_priorbox" + prior_box_param { + min_size: 213.0 + max_size: 264.0 + aspect_ratio: 2.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 100.0 + offset: 0.5 + } +} +layer { + name: "conv9_2_mbox_loc" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_loc" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 16 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 15.4482238408 + scale_out: 1.0 + scale_params: 1343.63951951 + scale_params: 2013.96137099 + scale_params: 1627.96110998 + scale_params: 1485.29440085 + scale_params: 1084.72912215 + scale_params: 1993.49655593 + scale_params: 1480.09831888 + scale_params: 1470.40441831 + scale_params: 3622.74894311 + scale_params: 2067.64456505 + scale_params: 2429.80736633 + scale_params: 1629.98486223 + scale_params: 2200.50521979 + scale_params: 3103.54274773 + scale_params: 1327.81544001 + scale_params: 2498.25300539 + } +} +layer { + name: "conv9_2_mbox_loc_perm" + type: "Permute" + bottom: "conv9_2_mbox_loc" + top: "conv9_2_mbox_loc_perm" + permute_param { + order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_loc_flat" + type: "Flatten" + bottom: "conv9_2_mbox_loc_perm" + top: "conv9_2_mbox_loc_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_conf" + type: "Convolution" + bottom: "conv9_2" + top: "conv9_2_mbox_conf" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 84 + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 15.4482238408 + scale_out: 1.0 + scale_params: 752.100194538 + scale_params: 1277.66878889 + scale_params: 1332.29302949 + scale_params: 1558.95044401 + scale_params: 1664.1098042 + scale_params: 1707.49349695 + scale_params: 2007.43156516 + scale_params: 1548.3406688 + scale_params: 1118.64005448 + scale_params: 1708.38304002 + scale_params: 1622.48539424 + scale_params: 1395.84590647 + scale_params: 1713.54170518 + scale_params: 1951.24930198 + scale_params: 1813.73320297 + scale_params: 1299.09697394 + scale_params: 1846.75793488 + scale_params: 1735.37605327 + scale_params: 1321.57896297 + scale_params: 1759.38040138 + scale_params: 1825.86502805 + scale_params: 641.247843408 + 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order: 0 + order: 2 + order: 3 + order: 1 + } +} +layer { + name: "conv9_2_mbox_conf_flat" + type: "Flatten" + bottom: "conv9_2_mbox_conf_perm" + top: "conv9_2_mbox_conf_flat" + flatten_param { + axis: 1 + } +} +layer { + name: "conv9_2_mbox_priorbox" + type: "PriorBox" + bottom: "conv9_2" + bottom: "data" + top: "conv9_2_mbox_priorbox" + prior_box_param { + min_size: 264.0 + max_size: 315.0 + aspect_ratio: 2.0 + flip: true + clip: false + variance: 0.1 + variance: 0.1 + variance: 0.2 + variance: 0.2 + step: 300.0 + offset: 0.5 + } +} +layer { + name: "mbox_loc" + type: "Concat" + bottom: "conv4_3_norm_mbox_loc_flat" + bottom: "fc7_mbox_loc_flat" + bottom: "conv6_2_mbox_loc_flat" + bottom: "conv7_2_mbox_loc_flat" + bottom: "conv8_2_mbox_loc_flat" + bottom: "conv9_2_mbox_loc_flat" + top: "mbox_loc" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv4_3_norm_mbox_conf_flat" + bottom: "fc7_mbox_conf_flat" + bottom: "conv6_2_mbox_conf_flat" + bottom: "conv7_2_mbox_conf_flat" + bottom: "conv8_2_mbox_conf_flat" + bottom: "conv9_2_mbox_conf_flat" + top: "mbox_conf" + concat_param { + axis: 1 + } +} +layer { + name: "mbox_priorbox" + type: "Concat" + bottom: "conv4_3_norm_mbox_priorbox" + bottom: "fc7_mbox_priorbox" + bottom: "conv6_2_mbox_priorbox" + bottom: "conv7_2_mbox_priorbox" + bottom: "conv8_2_mbox_priorbox" + bottom: "conv9_2_mbox_priorbox" + top: "mbox_priorbox" + concat_param { + axis: 2 + } +} +layer { + name: "mbox_conf_reshape" + type: "Reshape" + bottom: "mbox_conf" + top: "mbox_conf_reshape" + reshape_param { + shape { + dim: 0 + dim: -1 + dim: 21 + } + } +} +layer { + name: "mbox_conf_softmax" + type: "Softmax" + bottom: "mbox_conf_reshape" + top: "mbox_conf_softmax" + softmax_param { + axis: 2 + } +} +layer { + name: "mbox_conf_flatten" + type: "Flatten" + bottom: "mbox_conf_softmax" + top: "mbox_conf_flatten" + flatten_param { + axis: 1 + } +} +layer { + name: "detection_out" + type: "DetectionOutput" + bottom: "mbox_loc" + bottom: "mbox_conf_flatten" + bottom: "mbox_priorbox" + top: "detection_out" + include { + phase: TEST + } + detection_output_param { + num_classes: 21 + share_location: true + background_label_id: 0 + nms_param { + nms_threshold: 0.45 + top_k: 400 + } + code_type: CENTER_SIZE + keep_top_k: 200 + confidence_threshold: 0.01 + } +} +layer { + name: "detection_eval" + type: "DetectionEvaluate" + bottom: "detection_out" + bottom: "label" + top: "detection_eval" + include { + phase: TEST + } + detection_evaluate_param { + num_classes: 21 + background_label_id: 0 + overlap_threshold: 0.5 + evaluate_difficult_gt: false + name_size_file: "data/VOC0712/test_name_size.txt" + } +} diff --git a/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt b/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt new file mode 100644 index 000000000..73a652f6c --- /dev/null +++ b/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt @@ -0,0 +1,11629 @@ +name: "yolov2" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape { + dim: 64 + dim: 3 + dim: 544 + dim: 544 + } + } +} +layer { + name: "data" + type: "DummyData" + top: "label" + dummy_data_param { + data_filler { + type: "constant" + value: 1 + } + shape { + dim: 1 + dim: 1 + dim: 1 + dim: 8 + } + } +} +layer { + name: "layer1-conv" + type: "Convolution" + bottom: "data" + top: "layer1-conv" + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.841059602649 + scale_out: 13.7043200658 + scale_params: 13926.0094795 + scale_params: 28320.6221427 + scale_params: 10172.2473749 + scale_params: 2645519.64653 + scale_params: 16303.9978775 + scale_params: 8758.18441785 + scale_params: 12388.4605707 + scale_params: 36939.590028 + scale_params: 47202.8913428 + scale_params: 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name: "layer1-act" + type: "ReLU" + bottom: "layer1-conv" + top: "layer1-conv" + relu_param { + } +} +layer { + name: "layer2-maxpool" + type: "Pooling" + bottom: "layer1-conv" + top: "layer2-maxpool" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "layer3-conv" + type: "Convolution" + bottom: "layer2-maxpool" + top: "layer3-conv" + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 13.7043200658 + scale_out: 14.370320146 + scale_params: 1268.80885739 + scale_params: 797.671433887 + scale_params: 132.190463381 + scale_params: 488.148663237 + scale_params: 472.260865768 + scale_params: 442.319337322 + scale_params: 881.077234106 + scale_params: 297.83461206 + scale_params: 889.252999475 + scale_params: 332.629905816 + scale_params: 123.847275908 + scale_params: 274.606234317 + scale_params: 326.105317145 + scale_params: 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"layer4-maxpool" + pooling_param { + pool: MAX + kernel_size: 2 + stride: 2 + } +} +layer { + name: "layer5-conv" + type: "Convolution" + bottom: "layer4-maxpool" + top: "layer5-conv" + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 14.370320146 + scale_out: 18.3937796531 + scale_params: 742.768619053 + scale_params: 961.595499062 + scale_params: 861.889015388 + scale_params: 804.7492534 + scale_params: 882.783995749 + scale_params: 767.027193439 + scale_params: 1023.55156212 + scale_params: 922.160083039 + scale_params: 1149.66156296 + scale_params: 1178.61339625 + scale_params: 602.979580062 + scale_params: 1632.84472695 + scale_params: 840.05365966 + scale_params: 739.319890558 + scale_params: 612.444257164 + scale_params: 694.550840849 + scale_params: 769.831189 + scale_params: 734.652510617 + scale_params: 918.703454504 + scale_params: 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b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt new file mode 100644 index 000000000..6e9aa1a5f --- /dev/null +++ b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt @@ -0,0 +1,63222 @@ +name: "ResNet-101" +input: "data" +input: "im_info" +input_shape { + dim: 1 + dim: 3 + dim: 600 + dim: 800 +} +input_shape { + dim: 1 + dim: 3 +} +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 3 + kernel_size: 7 + stride: 2 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 0.835416956077 + scale_out: 15.4708053777 + scale_params: 16117.8400802 + scale_params: 21808.7612419 + scale_params: 111051.178742 + scale_params: 94617.8109852 + scale_params: 9243.75921974 + scale_params: 61139.5991321 + scale_params: 43132.8210315 + scale_params: 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true + } +} +layer { + name: "res2a_branch2a" + type: "Convolution" + bottom: "pool1" + top: "res2a_branch2a" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 15.4708053777 + scale_out: 28.9803750747 + scale_params: 466.536130658 + scale_params: 2041.23599642 + scale_params: 836.624804923 + scale_params: 290.436926803 + scale_params: 1053.23020718 + scale_params: 566.756641239 + scale_params: 282.540088594 + scale_params: 409.151593789 + scale_params: 283.889147265 + scale_params: 513.218969293 + scale_params: 241.218748415 + scale_params: 333.384956759 + scale_params: 944.796581682 + scale_params: 244.473117332 + scale_params: 824.569852013 + scale_params: 303.197017986 + scale_params: 11607795.8507 + scale_params: 321.463073046 + scale_params: 321.863013086 + scale_params: 623.810074458 + scale_params: 885997.638199 + 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decay_mult: 0.0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2b" + type: "Eltwise" + bottom: "res2a" + bottom: "res2b_branch2c" + top: "res2b" +} +layer { + name: "res2b_relu" + type: "ReLU" + bottom: "res2b" + top: "res2b" +} +layer { + name: "res2c_branch2a" + type: "Convolution" + bottom: "res2b" + top: "res2c_branch2a" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 15.1565824345 + scale_out: 24.1707555123 + scale_params: 698.899616758 + scale_params: 1266.20121883 + scale_params: 785.817355088 + scale_params: 1076.39861309 + scale_params: 475.963689979 + scale_params: 907.939538919 + scale_params: 1071.82914068 + scale_params: 1073.99762148 + scale_params: 648.172920222 + scale_params: 833.775100147 + scale_params: 681.071920924 + scale_params: 1120.27225262 + scale_params: 1050.28018556 + 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+ decay_mult: 0.0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2c_branch2a_relu" + type: "ReLU" + bottom: "res2c_branch2a" + top: "res2c_branch2a" +} +layer { + name: "res2c_branch2b" + type: "Convolution" + bottom: "res2c_branch2a" + top: "res2c_branch2b" + param { + lr_mult: 0.0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 24.1707555123 + scale_out: 19.9718900901 + scale_params: 641.012871287 + scale_params: 590.206099088 + scale_params: 530.017905681 + scale_params: 517.264957231 + scale_params: 685.027988664 + scale_params: 902.425006078 + scale_params: 595.863250538 + scale_params: 592.652195264 + scale_params: 598.715824046 + scale_params: 553.221921693 + scale_params: 371.268571236 + scale_params: 551.378755072 + scale_params: 788.957162815 + scale_params: 464.820537208 + scale_params: 446.862150248 + scale_params: 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psroi_pooling_param { + spatial_scale: 0.0625 + output_dim: 8 + group_size: 7 + } +} +layer { + name: "ave_bbox_pred_rois" + type: "Pooling" + bottom: "psroipooled_loc_rois" + top: "bbox_pred_pre" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 7 + } +} +layer { + name: "cls_prob" + type: "Softmax" + bottom: "cls_score" + top: "cls_prob_pre" +} +layer { + name: "cls_prob_reshape" + type: "Reshape" + bottom: "cls_prob_pre" + top: "cls_prob" + reshape_param { + shape { + dim: -1 + dim: 21 + } + } +} +layer { + name: "bbox_pred_reshape" + type: "Reshape" + bottom: "bbox_pred_pre" + top: "bbox_pred" + reshape_param { + shape { + dim: -1 + dim: 8 + } + } +}