From 7e0e4ce710b2d74264a3afe2460a12fcfbe64a7c Mon Sep 17 00:00:00 2001 From: Peter Anderson Date: Sun, 15 Oct 2017 12:48:13 +1100 Subject: [PATCH] Add evaluation log file --- experiments/logs/eval.log | 28658 ++++++++++++++++++++++++++++++++++++ 1 file changed, 28658 insertions(+) create mode 100644 experiments/logs/eval.log diff --git a/experiments/logs/eval.log b/experiments/logs/eval.log new file mode 100644 index 0000000..d8fa0fd --- /dev/null +++ b/experiments/logs/eval.log @@ -0,0 +1,28658 @@ +WARNING: Logging before InitGoogleLogging() is written to STDERR +I1014 17:06:46.883842 1250 upgrade_proto.cpp:67] Attempting to upgrade input file specified using deprecated input fields: models/vg/ResNet-101/faster_rcnn_end2end_final/test.prototxt +I1014 17:06:46.884034 1250 upgrade_proto.cpp:70] Successfully upgraded file specified using deprecated input fields. +W1014 17:06:46.884043 1250 upgrade_proto.cpp:72] Note that future Caffe releases will only support input layers and not input fields. +I1014 17:06:46.884048 1250 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: models/vg/ResNet-101/faster_rcnn_end2end_final/test.prototxt +I1014 17:06:46.884078 1250 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params. +I1014 17:06:46.889892 1250 net.cpp:53] Initializing net from parameters: +name: "ResNet-101" +state { + phase: TEST + level: 0 +} +layer { + name: "input" + type: "Input" + top: "data" + top: "im_info" + input_param { + shape { + dim: 1 + dim: 3 + dim: 224 + dim: 224 + } + shape { + dim: 1 + dim: 3 + } + } +} +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 3 + kernel_size: 7 + stride: 2 + } +} +layer { + name: "bn_conv1" + type: "BatchNorm" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale_conv1" + type: "Scale" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch1" + type: "BatchNorm" + bottom: "res2a_branch1" + top: "res2a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch1" + type: "Scale" + bottom: "res2a_branch1" + top: "res2a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2a" + type: "Convolution" + bottom: "pool1" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch2a" + type: "BatchNorm" + bottom: "res2a_branch2a" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2a" + type: "Scale" + bottom: "res2a_branch2a" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2a_relu" + type: "ReLU" + bottom: "res2a_branch2a" + top: "res2a_branch2a" +} +layer { + name: "res2a_branch2b" + type: "Convolution" + bottom: "res2a_branch2a" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2a_branch2b" + type: "BatchNorm" + bottom: "res2a_branch2b" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2b" + type: "Scale" + bottom: "res2a_branch2b" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2b_relu" + type: "ReLU" + bottom: "res2a_branch2b" + top: "res2a_branch2b" +} +layer { + name: "res2a_branch2c" + type: "Convolution" + bottom: "res2a_branch2b" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch2c" + type: "BatchNorm" + bottom: "res2a_branch2c" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2c" + type: "Scale" + bottom: "res2a_branch2c" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a" + type: "Eltwise" + bottom: "res2a_branch1" + bottom: "res2a_branch2c" + top: "res2a" +} +layer { + name: "res2a_relu" + type: "ReLU" + bottom: "res2a" + top: "res2a" +} +layer { + name: "res2b_branch2a" + type: "Convolution" + bottom: "res2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2b_branch2a" + type: "BatchNorm" + bottom: "res2b_branch2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2a" + type: "Scale" + bottom: "res2b_branch2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2b_branch2a_relu" + type: "ReLU" + bottom: "res2b_branch2a" + top: "res2b_branch2a" +} +layer { + name: "res2b_branch2b" + type: "Convolution" + bottom: "res2b_branch2a" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2b_branch2b" + type: "BatchNorm" + bottom: "res2b_branch2b" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2b" + type: "Scale" + bottom: "res2b_branch2b" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2b_branch2b_relu" + type: "ReLU" + bottom: "res2b_branch2b" + top: "res2b_branch2b" +} +layer { + name: "res2b_branch2c" + type: "Convolution" + bottom: "res2b_branch2b" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2b_branch2c" + type: "BatchNorm" + bottom: "res2b_branch2c" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2c" + type: "Scale" + bottom: "res2b_branch2c" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2c_branch2a" + type: "BatchNorm" + bottom: "res2c_branch2a" + top: "res2c_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2a" + type: "Scale" + bottom: "res2c_branch2a" + top: "res2c_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2c_branch2b" + type: "BatchNorm" + bottom: "res2c_branch2b" + top: "res2c_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2b" + type: "Scale" + bottom: "res2c_branch2b" + top: "res2c_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2c_branch2b_relu" + type: "ReLU" + bottom: "res2c_branch2b" + top: "res2c_branch2b" +} +layer { + name: "res2c_branch2c" + type: "Convolution" + bottom: "res2c_branch2b" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2c_branch2c" + type: "BatchNorm" + bottom: "res2c_branch2c" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2c" + type: "Scale" + bottom: "res2c_branch2c" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2c" + type: "Eltwise" + bottom: "res2b" + bottom: "res2c_branch2c" + top: "res2c" +} +layer { + name: "res2c_relu" + type: "ReLU" + bottom: "res2c" + top: "res2c" +} +layer { + name: "res3a_branch1" + type: "Convolution" + bottom: "res2c" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn3a_branch1" + type: "BatchNorm" + bottom: "res3a_branch1" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch1" + type: "Scale" + bottom: "res3a_branch1" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2a" + type: "Convolution" + bottom: "res2c" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn3a_branch2a" + type: "BatchNorm" + bottom: "res3a_branch2a" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2a" + type: "Scale" + bottom: "res3a_branch2a" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2a_relu" + type: "ReLU" + bottom: "res3a_branch2a" + top: "res3a_branch2a" +} +layer { + name: "res3a_branch2b" + type: "Convolution" + bottom: "res3a_branch2a" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3a_branch2b" + type: "BatchNorm" + bottom: "res3a_branch2b" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2b" + type: "Scale" + bottom: "res3a_branch2b" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2b_relu" + type: "ReLU" + bottom: "res3a_branch2b" + top: "res3a_branch2b" +} +layer { + name: "res3a_branch2c" + type: "Convolution" + bottom: "res3a_branch2b" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3a_branch2c" + type: "BatchNorm" + bottom: "res3a_branch2c" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2c" + type: "Scale" + bottom: "res3a_branch2c" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a" + type: "Eltwise" + bottom: "res3a_branch1" + bottom: "res3a_branch2c" + top: "res3a" +} +layer { + name: "res3a_relu" + type: "ReLU" + bottom: "res3a" + top: "res3a" +} +layer { + name: "res3b1_branch2a" + type: "Convolution" + bottom: "res3a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b1_branch2a" + type: "BatchNorm" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2a" + type: "Scale" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1_branch2a_relu" + type: "ReLU" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" +} +layer { + name: "res3b1_branch2b" + type: "Convolution" + bottom: "res3b1_branch2a" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b1_branch2b" + type: "BatchNorm" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2b" + type: "Scale" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1_branch2b_relu" + type: "ReLU" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" +} +layer { + name: "res3b1_branch2c" + type: "Convolution" + bottom: "res3b1_branch2b" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b1_branch2c" + type: "BatchNorm" + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2c" + type: "Scale" + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1" + type: "Eltwise" + bottom: "res3a" + bottom: "res3b1_branch2c" + top: "res3b1" +} +layer { + name: "res3b1_relu" + type: "ReLU" + bottom: "res3b1" + top: "res3b1" +} +layer { + name: "res3b2_branch2a" + type: "Convolution" + bottom: "res3b1" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b2_branch2a" + type: "BatchNorm" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2a" + type: "Scale" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2_branch2a_relu" + type: "ReLU" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" +} +layer { + name: "res3b2_branch2b" + type: "Convolution" + bottom: "res3b2_branch2a" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b2_branch2b" + type: "BatchNorm" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2b" + type: "Scale" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2_branch2b_relu" + type: "ReLU" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" +} +layer { + name: "res3b2_branch2c" + type: "Convolution" + bottom: "res3b2_branch2b" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b2_branch2c" + type: "BatchNorm" + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2c" + type: "Scale" + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2" + type: "Eltwise" + bottom: "res3b1" + bottom: "res3b2_branch2c" + top: "res3b2" +} +layer { + name: "res3b2_relu" + type: "ReLU" + bottom: "res3b2" + top: "res3b2" +} +layer { + name: "res3b3_branch2a" + type: "Convolution" + bottom: "res3b2" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b3_branch2a" + type: "BatchNorm" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2a" + type: "Scale" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3_branch2a_relu" + type: "ReLU" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" +} +layer { + name: "res3b3_branch2b" + type: "Convolution" + bottom: "res3b3_branch2a" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b3_branch2b" + type: "BatchNorm" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2b" + type: "Scale" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3_branch2b_relu" + type: "ReLU" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" +} +layer { + name: "res3b3_branch2c" + type: "Convolution" + bottom: "res3b3_branch2b" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b3_branch2c" + type: "BatchNorm" + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2c" + type: "Scale" + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3" + type: "Eltwise" + bottom: "res3b2" + bottom: "res3b3_branch2c" + top: "res3b3" +} +layer { + name: "res3b3_relu" + type: "ReLU" + bottom: "res3b3" + top: "res3b3" +} +layer { + name: "res4a_branch1" + type: "Convolution" + bottom: "res3b3" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn4a_branch1" + type: "BatchNorm" + bottom: "res4a_branch1" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch1" + type: "Scale" + bottom: "res4a_branch1" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2a" + type: "Convolution" + bottom: "res3b3" + top: "res4a_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn4a_branch2a" + type: "BatchNorm" + bottom: "res4a_branch2a" + top: "res4a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2a" + type: "Scale" + bottom: "res4a_branch2a" + top: "res4a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2a_relu" + type: "ReLU" + bottom: "res4a_branch2a" + top: "res4a_branch2a" +} +layer { + name: "res4a_branch2b" + type: "Convolution" + bottom: "res4a_branch2a" + top: "res4a_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn4a_branch2b" + type: "BatchNorm" + bottom: "res4a_branch2b" + top: "res4a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2b" + type: "Scale" + bottom: "res4a_branch2b" + top: "res4a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2b_relu" + type: "ReLU" + bottom: "res4a_branch2b" + top: "res4a_branch2b" +} +layer { + name: "res4a_branch2c" + type: "Convolution" + bottom: "res4a_branch2b" + top: "res4a_branch2c" + param { + lr_mult: 1 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4a_branch2c" + type: "BatchNorm" + bottom: "res4a_branch2c" + top: "res4a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2c" + type: "Scale" + bottom: "res4a_branch2c" + top: "res4a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a" + type: "Eltwise" + bottom: "res4a_branch1" + bottom: "res4a_branch2c" + top: "res4a" +} +layer { + name: "res4a_relu" + type: "ReLU" + bottom: "res4a" + top: "res4a" +} +layer { + name: "res4b1_branch2a" + type: "Convolution" + bottom: "res4a" + top: "res4b1_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b1_branch2a" + type: "BatchNorm" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2a" + type: "Scale" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1_branch2a_relu" + type: "ReLU" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" +} +layer { + name: "res4b1_branch2b" + type: "Convolution" + bottom: "res4b1_branch2a" + top: "res4b1_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn4b1_branch2b" + type: "BatchNorm" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2b" + type: "Scale" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1_branch2b_relu" + type: "ReLU" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" +} +layer { + name: "res4b1_branch2c" + type: "Convolution" + bottom: "res4b1_branch2b" + top: "res4b1_branch2c" + param { + lr_mult: 1 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b1_branch2c" + type: "BatchNorm" + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2c" + type: "Scale" + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1" + type: "Eltwise" + bottom: "res4a" + bottom: "res4b1_branch2c" + top: "res4b1" +} +layer { + name: "res4b1_relu" + type: "ReLU" + bottom: "res4b1" + top: "res4b1" +} +layer { + name: "res4b2_branch2a" + type: "Convolution" + bottom: "res4b1" + top: "res4b2_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b2_branch2a" + type: "BatchNorm" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b2_branch2a" + type: "Scale" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b2_branch2a_relu" + type: "ReLU" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" +} +layer { + name: "res4b2_branch2b" + type: "Convolution" + bottom: "res4b2_branch2a" + top: "res4b2_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { +I1014 17:06:46.892748 1250 layer_factory.hpp:77] Creating layer input +I1014 17:06:46.892778 1250 net.cpp:86] Creating Layer input +I1014 17:06:46.892786 1250 net.cpp:382] input -> data +I1014 17:06:46.892804 1250 net.cpp:382] input -> im_info +I1014 17:06:49.488046 1250 net.cpp:124] Setting up input +I1014 17:06:49.488126 1250 net.cpp:131] Top shape: 1 3 224 224 (150528) +I1014 17:06:49.488138 1250 net.cpp:131] Top shape: 1 3 (3) +I1014 17:06:49.488145 1250 net.cpp:139] Memory required for data: 602124 +I1014 17:06:49.488160 1250 layer_factory.hpp:77] Creating layer conv1 +I1014 17:06:49.488198 1250 net.cpp:86] Creating Layer conv1 +I1014 17:06:49.488209 1250 net.cpp:408] conv1 <- data +I1014 17:06:49.488229 1250 net.cpp:382] conv1 -> conv1 +I1014 17:06:52.564560 1250 net.cpp:124] Setting up conv1 +I1014 17:06:52.564627 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 17:06:52.564635 1250 net.cpp:139] Memory required for data: 3813388 +I1014 17:06:52.564654 1250 layer_factory.hpp:77] Creating layer bn_conv1 +I1014 17:06:52.564687 1250 net.cpp:86] Creating Layer bn_conv1 +I1014 17:06:52.564697 1250 net.cpp:408] bn_conv1 <- conv1 +I1014 17:06:52.564707 1250 net.cpp:369] bn_conv1 -> conv1 (in-place) +I1014 17:06:52.564975 1250 net.cpp:124] Setting up bn_conv1 +I1014 17:06:52.564985 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 17:06:52.564988 1250 net.cpp:139] Memory required for data: 7024652 +I1014 17:06:52.565003 1250 layer_factory.hpp:77] Creating layer scale_conv1 +I1014 17:06:52.565026 1250 net.cpp:86] Creating Layer scale_conv1 +I1014 17:06:52.565030 1250 net.cpp:408] scale_conv1 <- conv1 +I1014 17:06:52.565037 1250 net.cpp:369] scale_conv1 -> conv1 (in-place) +I1014 17:06:52.565091 1250 layer_factory.hpp:77] Creating layer scale_conv1 +I1014 17:06:52.565256 1250 net.cpp:124] Setting up scale_conv1 +I1014 17:06:52.565264 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 17:06:52.565269 1250 net.cpp:139] Memory required for data: 10235916 +I1014 17:06:52.565294 1250 layer_factory.hpp:77] Creating layer conv1_relu +I1014 17:06:52.565306 1250 net.cpp:86] Creating Layer conv1_relu +I1014 17:06:52.565311 1250 net.cpp:408] conv1_relu <- conv1 +I1014 17:06:52.565317 1250 net.cpp:369] conv1_relu -> conv1 (in-place) +I1014 17:06:52.565532 1250 net.cpp:124] Setting up conv1_relu +I1014 17:06:52.565542 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 17:06:52.565546 1250 net.cpp:139] Memory required for data: 13447180 +I1014 17:06:52.565551 1250 layer_factory.hpp:77] Creating layer pool1 +I1014 17:06:52.565564 1250 net.cpp:86] Creating Layer pool1 +I1014 17:06:52.565568 1250 net.cpp:408] pool1 <- conv1 +I1014 17:06:52.565575 1250 net.cpp:382] pool1 -> pool1 +I1014 17:06:52.565624 1250 net.cpp:124] Setting up pool1 +I1014 17:06:52.565631 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.565635 1250 net.cpp:139] Memory required for data: 14249996 +I1014 17:06:52.565639 1250 layer_factory.hpp:77] Creating layer pool1_pool1_0_split +I1014 17:06:52.565654 1250 net.cpp:86] Creating Layer pool1_pool1_0_split +I1014 17:06:52.565657 1250 net.cpp:408] pool1_pool1_0_split <- pool1 +I1014 17:06:52.565663 1250 net.cpp:382] pool1_pool1_0_split -> pool1_pool1_0_split_0 +I1014 17:06:52.565671 1250 net.cpp:382] pool1_pool1_0_split -> pool1_pool1_0_split_1 +I1014 17:06:52.565707 1250 net.cpp:124] Setting up pool1_pool1_0_split +I1014 17:06:52.565714 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.565721 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.565724 1250 net.cpp:139] Memory required for data: 15855628 +I1014 17:06:52.565728 1250 layer_factory.hpp:77] Creating layer res2a_branch1 +I1014 17:06:52.565742 1250 net.cpp:86] Creating Layer res2a_branch1 +I1014 17:06:52.565745 1250 net.cpp:408] res2a_branch1 <- pool1_pool1_0_split_0 +I1014 17:06:52.565752 1250 net.cpp:382] res2a_branch1 -> res2a_branch1 +I1014 17:06:52.569293 1250 net.cpp:124] Setting up res2a_branch1 +I1014 17:06:52.569311 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.569316 1250 net.cpp:139] Memory required for data: 19066892 +I1014 17:06:52.569326 1250 layer_factory.hpp:77] Creating layer bn2a_branch1 +I1014 17:06:52.569339 1250 net.cpp:86] Creating Layer bn2a_branch1 +I1014 17:06:52.569345 1250 net.cpp:408] bn2a_branch1 <- res2a_branch1 +I1014 17:06:52.569352 1250 net.cpp:369] bn2a_branch1 -> res2a_branch1 (in-place) +I1014 17:06:52.570410 1250 net.cpp:124] Setting up bn2a_branch1 +I1014 17:06:52.570423 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.570428 1250 net.cpp:139] Memory required for data: 22278156 +I1014 17:06:52.570442 1250 layer_factory.hpp:77] Creating layer scale2a_branch1 +I1014 17:06:52.570452 1250 net.cpp:86] Creating Layer scale2a_branch1 +I1014 17:06:52.570456 1250 net.cpp:408] scale2a_branch1 <- res2a_branch1 +I1014 17:06:52.570463 1250 net.cpp:369] scale2a_branch1 -> res2a_branch1 (in-place) +I1014 17:06:52.570508 1250 layer_factory.hpp:77] Creating layer scale2a_branch1 +I1014 17:06:52.570641 1250 net.cpp:124] Setting up scale2a_branch1 +I1014 17:06:52.570648 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.570652 1250 net.cpp:139] Memory required for data: 25489420 +I1014 17:06:52.570660 1250 layer_factory.hpp:77] Creating layer res2a_branch2a +I1014 17:06:52.570669 1250 net.cpp:86] Creating Layer res2a_branch2a +I1014 17:06:52.570674 1250 net.cpp:408] res2a_branch2a <- pool1_pool1_0_split_1 +I1014 17:06:52.570682 1250 net.cpp:382] res2a_branch2a -> res2a_branch2a +I1014 17:06:52.572907 1250 net.cpp:124] Setting up res2a_branch2a +I1014 17:06:52.572934 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.572939 1250 net.cpp:139] Memory required for data: 26292236 +I1014 17:06:52.572947 1250 layer_factory.hpp:77] Creating layer bn2a_branch2a +I1014 17:06:52.572959 1250 net.cpp:86] Creating Layer bn2a_branch2a +I1014 17:06:52.572963 1250 net.cpp:408] bn2a_branch2a <- res2a_branch2a +I1014 17:06:52.572970 1250 net.cpp:369] bn2a_branch2a -> res2a_branch2a (in-place) +I1014 17:06:52.573194 1250 net.cpp:124] Setting up bn2a_branch2a +I1014 17:06:52.573202 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.573206 1250 net.cpp:139] Memory required for data: 27095052 +I1014 17:06:52.573216 1250 layer_factory.hpp:77] Creating layer scale2a_branch2a +I1014 17:06:52.573226 1250 net.cpp:86] Creating Layer scale2a_branch2a +I1014 17:06:52.573231 1250 net.cpp:408] scale2a_branch2a <- res2a_branch2a +I1014 17:06:52.573237 1250 net.cpp:369] scale2a_branch2a -> res2a_branch2a (in-place) +I1014 17:06:52.573278 1250 layer_factory.hpp:77] Creating layer scale2a_branch2a +I1014 17:06:52.573401 1250 net.cpp:124] Setting up scale2a_branch2a +I1014 17:06:52.573408 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.573413 1250 net.cpp:139] Memory required for data: 27897868 +I1014 17:06:52.573422 1250 layer_factory.hpp:77] Creating layer res2a_branch2a_relu +I1014 17:06:52.573431 1250 net.cpp:86] Creating Layer res2a_branch2a_relu +I1014 17:06:52.573436 1250 net.cpp:408] res2a_branch2a_relu <- res2a_branch2a +I1014 17:06:52.573441 1250 net.cpp:369] res2a_branch2a_relu -> res2a_branch2a (in-place) +I1014 17:06:52.573662 1250 net.cpp:124] Setting up res2a_branch2a_relu +I1014 17:06:52.573673 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.573678 1250 net.cpp:139] Memory required for data: 28700684 +I1014 17:06:52.573683 1250 layer_factory.hpp:77] Creating layer res2a_branch2b +I1014 17:06:52.573694 1250 net.cpp:86] Creating Layer res2a_branch2b +I1014 17:06:52.573699 1250 net.cpp:408] res2a_branch2b <- res2a_branch2a +I1014 17:06:52.573706 1250 net.cpp:382] res2a_branch2b -> res2a_branch2b +I1014 17:06:52.577200 1250 net.cpp:124] Setting up res2a_branch2b +I1014 17:06:52.577217 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.577222 1250 net.cpp:139] Memory required for data: 29503500 +I1014 17:06:52.577232 1250 layer_factory.hpp:77] Creating layer bn2a_branch2b +I1014 17:06:52.577242 1250 net.cpp:86] Creating Layer bn2a_branch2b +I1014 17:06:52.577247 1250 net.cpp:408] bn2a_branch2b <- res2a_branch2b +I1014 17:06:52.577253 1250 net.cpp:369] bn2a_branch2b -> res2a_branch2b (in-place) +I1014 17:06:52.577483 1250 net.cpp:124] Setting up bn2a_branch2b +I1014 17:06:52.577491 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.577497 1250 net.cpp:139] Memory required for data: 30306316 +I1014 17:06:52.577505 1250 layer_factory.hpp:77] Creating layer scale2a_branch2b +I1014 17:06:52.577515 1250 net.cpp:86] Creating Layer scale2a_branch2b +I1014 17:06:52.577520 1250 net.cpp:408] scale2a_branch2b <- res2a_branch2b +I1014 17:06:52.577527 1250 net.cpp:369] scale2a_branch2b -> res2a_branch2b (in-place) +I1014 17:06:52.577570 1250 layer_factory.hpp:77] Creating layer scale2a_branch2b +I1014 17:06:52.577703 1250 net.cpp:124] Setting up scale2a_branch2b +I1014 17:06:52.577711 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.577716 1250 net.cpp:139] Memory required for data: 31109132 +I1014 17:06:52.577724 1250 layer_factory.hpp:77] Creating layer res2a_branch2b_relu +I1014 17:06:52.577733 1250 net.cpp:86] Creating Layer res2a_branch2b_relu +I1014 17:06:52.577739 1250 net.cpp:408] res2a_branch2b_relu <- res2a_branch2b +I1014 17:06:52.577744 1250 net.cpp:369] res2a_branch2b_relu -> res2a_branch2b (in-place) +I1014 17:06:52.578610 1250 net.cpp:124] Setting up res2a_branch2b_relu +I1014 17:06:52.578624 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.578629 1250 net.cpp:139] Memory required for data: 31911948 +I1014 17:06:52.578634 1250 layer_factory.hpp:77] Creating layer res2a_branch2c +I1014 17:06:52.578646 1250 net.cpp:86] Creating Layer res2a_branch2c +I1014 17:06:52.578651 1250 net.cpp:408] res2a_branch2c <- res2a_branch2b +I1014 17:06:52.578658 1250 net.cpp:382] res2a_branch2c -> res2a_branch2c +I1014 17:06:52.580879 1250 net.cpp:124] Setting up res2a_branch2c +I1014 17:06:52.580898 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.580902 1250 net.cpp:139] Memory required for data: 35123212 +I1014 17:06:52.580915 1250 layer_factory.hpp:77] Creating layer bn2a_branch2c +I1014 17:06:52.580924 1250 net.cpp:86] Creating Layer bn2a_branch2c +I1014 17:06:52.580929 1250 net.cpp:408] bn2a_branch2c <- res2a_branch2c +I1014 17:06:52.580937 1250 net.cpp:369] bn2a_branch2c -> res2a_branch2c (in-place) +I1014 17:06:52.581172 1250 net.cpp:124] Setting up bn2a_branch2c +I1014 17:06:52.581182 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581185 1250 net.cpp:139] Memory required for data: 38334476 +I1014 17:06:52.581195 1250 layer_factory.hpp:77] Creating layer scale2a_branch2c +I1014 17:06:52.581203 1250 net.cpp:86] Creating Layer scale2a_branch2c +I1014 17:06:52.581208 1250 net.cpp:408] scale2a_branch2c <- res2a_branch2c +I1014 17:06:52.581214 1250 net.cpp:369] scale2a_branch2c -> res2a_branch2c (in-place) +I1014 17:06:52.581259 1250 layer_factory.hpp:77] Creating layer scale2a_branch2c +I1014 17:06:52.581394 1250 net.cpp:124] Setting up scale2a_branch2c +I1014 17:06:52.581403 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581406 1250 net.cpp:139] Memory required for data: 41545740 +I1014 17:06:52.581414 1250 layer_factory.hpp:77] Creating layer res2a +I1014 17:06:52.581429 1250 net.cpp:86] Creating Layer res2a +I1014 17:06:52.581432 1250 net.cpp:408] res2a <- res2a_branch1 +I1014 17:06:52.581439 1250 net.cpp:408] res2a <- res2a_branch2c +I1014 17:06:52.581446 1250 net.cpp:382] res2a -> res2a +I1014 17:06:52.581483 1250 net.cpp:124] Setting up res2a +I1014 17:06:52.581490 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581495 1250 net.cpp:139] Memory required for data: 44757004 +I1014 17:06:52.581498 1250 layer_factory.hpp:77] Creating layer res2a_relu +I1014 17:06:52.581508 1250 net.cpp:86] Creating Layer res2a_relu +I1014 17:06:52.581512 1250 net.cpp:408] res2a_relu <- res2a +I1014 17:06:52.581518 1250 net.cpp:369] res2a_relu -> res2a (in-place) +I1014 17:06:52.581737 1250 net.cpp:124] Setting up res2a_relu +I1014 17:06:52.581746 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581751 1250 net.cpp:139] Memory required for data: 47968268 +I1014 17:06:52.581756 1250 layer_factory.hpp:77] Creating layer res2a_res2a_relu_0_split +I1014 17:06:52.581771 1250 net.cpp:86] Creating Layer res2a_res2a_relu_0_split +I1014 17:06:52.581776 1250 net.cpp:408] res2a_res2a_relu_0_split <- res2a +I1014 17:06:52.581784 1250 net.cpp:382] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_0 +I1014 17:06:52.581791 1250 net.cpp:382] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_1 +I1014 17:06:52.581836 1250 net.cpp:124] Setting up res2a_res2a_relu_0_split +I1014 17:06:52.581843 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581849 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.581852 1250 net.cpp:139] Memory required for data: 54390796 +I1014 17:06:52.581857 1250 layer_factory.hpp:77] Creating layer res2b_branch2a +I1014 17:06:52.581867 1250 net.cpp:86] Creating Layer res2b_branch2a +I1014 17:06:52.581871 1250 net.cpp:408] res2b_branch2a <- res2a_res2a_relu_0_split_0 +I1014 17:06:52.581879 1250 net.cpp:382] res2b_branch2a -> res2b_branch2a +I1014 17:06:52.584422 1250 net.cpp:124] Setting up res2b_branch2a +I1014 17:06:52.584439 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.584444 1250 net.cpp:139] Memory required for data: 55193612 +I1014 17:06:52.584452 1250 layer_factory.hpp:77] Creating layer bn2b_branch2a +I1014 17:06:52.584463 1250 net.cpp:86] Creating Layer bn2b_branch2a +I1014 17:06:52.584468 1250 net.cpp:408] bn2b_branch2a <- res2b_branch2a +I1014 17:06:52.584481 1250 net.cpp:369] bn2b_branch2a -> res2b_branch2a (in-place) +I1014 17:06:52.584738 1250 net.cpp:124] Setting up bn2b_branch2a +I1014 17:06:52.584745 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.584749 1250 net.cpp:139] Memory required for data: 55996428 +I1014 17:06:52.584764 1250 layer_factory.hpp:77] Creating layer scale2b_branch2a +I1014 17:06:52.584772 1250 net.cpp:86] Creating Layer scale2b_branch2a +I1014 17:06:52.584782 1250 net.cpp:408] scale2b_branch2a <- res2b_branch2a +I1014 17:06:52.584790 1250 net.cpp:369] scale2b_branch2a -> res2b_branch2a (in-place) +I1014 17:06:52.584836 1250 layer_factory.hpp:77] Creating layer scale2b_branch2a +I1014 17:06:52.584976 1250 net.cpp:124] Setting up scale2b_branch2a +I1014 17:06:52.584985 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.584988 1250 net.cpp:139] Memory required for data: 56799244 +I1014 17:06:52.584997 1250 layer_factory.hpp:77] Creating layer res2b_branch2a_relu +I1014 17:06:52.585005 1250 net.cpp:86] Creating Layer res2b_branch2a_relu +I1014 17:06:52.585009 1250 net.cpp:408] res2b_branch2a_relu <- res2b_branch2a +I1014 17:06:52.585016 1250 net.cpp:369] res2b_branch2a_relu -> res2b_branch2a (in-place) +I1014 17:06:52.585239 1250 net.cpp:124] Setting up res2b_branch2a_relu +I1014 17:06:52.585249 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.585253 1250 net.cpp:139] Memory required for data: 57602060 +I1014 17:06:52.585258 1250 layer_factory.hpp:77] Creating layer res2b_branch2b +I1014 17:06:52.585269 1250 net.cpp:86] Creating Layer res2b_branch2b +I1014 17:06:52.585273 1250 net.cpp:408] res2b_branch2b <- res2b_branch2a +I1014 17:06:52.585283 1250 net.cpp:382] res2b_branch2b -> res2b_branch2b +I1014 17:06:52.588116 1250 net.cpp:124] Setting up res2b_branch2b +I1014 17:06:52.588132 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.588137 1250 net.cpp:139] Memory required for data: 58404876 +I1014 17:06:52.588145 1250 layer_factory.hpp:77] Creating layer bn2b_branch2b +I1014 17:06:52.588156 1250 net.cpp:86] Creating Layer bn2b_branch2b +I1014 17:06:52.588161 1250 net.cpp:408] bn2b_branch2b <- res2b_branch2b +I1014 17:06:52.588169 1250 net.cpp:369] bn2b_branch2b -> res2b_branch2b (in-place) +I1014 17:06:52.588415 1250 net.cpp:124] Setting up bn2b_branch2b +I1014 17:06:52.588424 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.588428 1250 net.cpp:139] Memory required for data: 59207692 +I1014 17:06:52.588438 1250 layer_factory.hpp:77] Creating layer scale2b_branch2b +I1014 17:06:52.588449 1250 net.cpp:86] Creating Layer scale2b_branch2b +I1014 17:06:52.588454 1250 net.cpp:408] scale2b_branch2b <- res2b_branch2b +I1014 17:06:52.588459 1250 net.cpp:369] scale2b_branch2b -> res2b_branch2b (in-place) +I1014 17:06:52.588505 1250 layer_factory.hpp:77] Creating layer scale2b_branch2b +I1014 17:06:52.588646 1250 net.cpp:124] Setting up scale2b_branch2b +I1014 17:06:52.588654 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.588659 1250 net.cpp:139] Memory required for data: 60010508 +I1014 17:06:52.588665 1250 layer_factory.hpp:77] Creating layer res2b_branch2b_relu +I1014 17:06:52.588675 1250 net.cpp:86] Creating Layer res2b_branch2b_relu +I1014 17:06:52.588678 1250 net.cpp:408] res2b_branch2b_relu <- res2b_branch2b +I1014 17:06:52.588685 1250 net.cpp:369] res2b_branch2b_relu -> res2b_branch2b (in-place) +I1014 17:06:52.589617 1250 net.cpp:124] Setting up res2b_branch2b_relu +I1014 17:06:52.589630 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.589634 1250 net.cpp:139] Memory required for data: 60813324 +I1014 17:06:52.589639 1250 layer_factory.hpp:77] Creating layer res2b_branch2c +I1014 17:06:52.589651 1250 net.cpp:86] Creating Layer res2b_branch2c +I1014 17:06:52.589656 1250 net.cpp:408] res2b_branch2c <- res2b_branch2b +I1014 17:06:52.589665 1250 net.cpp:382] res2b_branch2c -> res2b_branch2c +I1014 17:06:52.592432 1250 net.cpp:124] Setting up res2b_branch2c +I1014 17:06:52.592448 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.592453 1250 net.cpp:139] Memory required for data: 64024588 +I1014 17:06:52.592460 1250 layer_factory.hpp:77] Creating layer bn2b_branch2c +I1014 17:06:52.592471 1250 net.cpp:86] Creating Layer bn2b_branch2c +I1014 17:06:52.592476 1250 net.cpp:408] bn2b_branch2c <- res2b_branch2c +I1014 17:06:52.592484 1250 net.cpp:369] bn2b_branch2c -> res2b_branch2c (in-place) +I1014 17:06:52.592744 1250 net.cpp:124] Setting up bn2b_branch2c +I1014 17:06:52.592770 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.592775 1250 net.cpp:139] Memory required for data: 67235852 +I1014 17:06:52.592787 1250 layer_factory.hpp:77] Creating layer scale2b_branch2c +I1014 17:06:52.592797 1250 net.cpp:86] Creating Layer scale2b_branch2c +I1014 17:06:52.592803 1250 net.cpp:408] scale2b_branch2c <- res2b_branch2c +I1014 17:06:52.592809 1250 net.cpp:369] scale2b_branch2c -> res2b_branch2c (in-place) +I1014 17:06:52.592860 1250 layer_factory.hpp:77] Creating layer scale2b_branch2c +I1014 17:06:52.593025 1250 net.cpp:124] Setting up scale2b_branch2c +I1014 17:06:52.593034 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.593039 1250 net.cpp:139] Memory required for data: 70447116 +I1014 17:06:52.593045 1250 layer_factory.hpp:77] Creating layer res2b +I1014 17:06:52.593053 1250 net.cpp:86] Creating Layer res2b +I1014 17:06:52.593057 1250 net.cpp:408] res2b <- res2a_res2a_relu_0_split_1 +I1014 17:06:52.593063 1250 net.cpp:408] res2b <- res2b_branch2c +I1014 17:06:52.593096 1250 net.cpp:382] res2b -> res2b +I1014 17:06:52.593127 1250 net.cpp:124] Setting up res2b +I1014 17:06:52.593134 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.593138 1250 net.cpp:139] Memory required for data: 73658380 +I1014 17:06:52.593142 1250 layer_factory.hpp:77] Creating layer res2b_relu +I1014 17:06:52.593150 1250 net.cpp:86] Creating Layer res2b_relu +I1014 17:06:52.593154 1250 net.cpp:408] res2b_relu <- res2b +I1014 17:06:52.593160 1250 net.cpp:369] res2b_relu -> res2b (in-place) +I1014 17:06:52.593410 1250 net.cpp:124] Setting up res2b_relu +I1014 17:06:52.593420 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.593425 1250 net.cpp:139] Memory required for data: 76869644 +I1014 17:06:52.593430 1250 layer_factory.hpp:77] Creating layer res2b_res2b_relu_0_split +I1014 17:06:52.593436 1250 net.cpp:86] Creating Layer res2b_res2b_relu_0_split +I1014 17:06:52.593441 1250 net.cpp:408] res2b_res2b_relu_0_split <- res2b +I1014 17:06:52.593449 1250 net.cpp:382] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_0 +I1014 17:06:52.593456 1250 net.cpp:382] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_1 +I1014 17:06:52.593505 1250 net.cpp:124] Setting up res2b_res2b_relu_0_split +I1014 17:06:52.593513 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.593518 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.593523 1250 net.cpp:139] Memory required for data: 83292172 +I1014 17:06:52.593528 1250 layer_factory.hpp:77] Creating layer res2c_branch2a +I1014 17:06:52.593541 1250 net.cpp:86] Creating Layer res2c_branch2a +I1014 17:06:52.593546 1250 net.cpp:408] res2c_branch2a <- res2b_res2b_relu_0_split_0 +I1014 17:06:52.593552 1250 net.cpp:382] res2c_branch2a -> res2c_branch2a +I1014 17:06:52.596005 1250 net.cpp:124] Setting up res2c_branch2a +I1014 17:06:52.596024 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.596027 1250 net.cpp:139] Memory required for data: 84094988 +I1014 17:06:52.596035 1250 layer_factory.hpp:77] Creating layer bn2c_branch2a +I1014 17:06:52.596043 1250 net.cpp:86] Creating Layer bn2c_branch2a +I1014 17:06:52.596047 1250 net.cpp:408] bn2c_branch2a <- res2c_branch2a +I1014 17:06:52.596056 1250 net.cpp:369] bn2c_branch2a -> res2c_branch2a (in-place) +I1014 17:06:52.596298 1250 net.cpp:124] Setting up bn2c_branch2a +I1014 17:06:52.596307 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.596310 1250 net.cpp:139] Memory required for data: 84897804 +I1014 17:06:52.596330 1250 layer_factory.hpp:77] Creating layer scale2c_branch2a +I1014 17:06:52.596339 1250 net.cpp:86] Creating Layer scale2c_branch2a +I1014 17:06:52.596343 1250 net.cpp:408] scale2c_branch2a <- res2c_branch2a +I1014 17:06:52.596352 1250 net.cpp:369] scale2c_branch2a -> res2c_branch2a (in-place) +I1014 17:06:52.596398 1250 layer_factory.hpp:77] Creating layer scale2c_branch2a +I1014 17:06:52.596547 1250 net.cpp:124] Setting up scale2c_branch2a +I1014 17:06:52.596555 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.596565 1250 net.cpp:139] Memory required for data: 85700620 +I1014 17:06:52.596572 1250 layer_factory.hpp:77] Creating layer res2c_branch2a_relu +I1014 17:06:52.596581 1250 net.cpp:86] Creating Layer res2c_branch2a_relu +I1014 17:06:52.596586 1250 net.cpp:408] res2c_branch2a_relu <- res2c_branch2a +I1014 17:06:52.596593 1250 net.cpp:369] res2c_branch2a_relu -> res2c_branch2a (in-place) +I1014 17:06:52.596828 1250 net.cpp:124] Setting up res2c_branch2a_relu +I1014 17:06:52.596838 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.596843 1250 net.cpp:139] Memory required for data: 86503436 +I1014 17:06:52.596846 1250 layer_factory.hpp:77] Creating layer res2c_branch2b +I1014 17:06:52.596858 1250 net.cpp:86] Creating Layer res2c_branch2b +I1014 17:06:52.596863 1250 net.cpp:408] res2c_branch2b <- res2c_branch2a +I1014 17:06:52.596871 1250 net.cpp:382] res2c_branch2b -> res2c_branch2b +I1014 17:06:52.600735 1250 net.cpp:124] Setting up res2c_branch2b +I1014 17:06:52.600770 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.600775 1250 net.cpp:139] Memory required for data: 87306252 +I1014 17:06:52.600787 1250 layer_factory.hpp:77] Creating layer bn2c_branch2b +I1014 17:06:52.600800 1250 net.cpp:86] Creating Layer bn2c_branch2b +I1014 17:06:52.600805 1250 net.cpp:408] bn2c_branch2b <- res2c_branch2b +I1014 17:06:52.600814 1250 net.cpp:369] bn2c_branch2b -> res2c_branch2b (in-place) +I1014 17:06:52.601112 1250 net.cpp:124] Setting up bn2c_branch2b +I1014 17:06:52.601119 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.601121 1250 net.cpp:139] Memory required for data: 88109068 +I1014 17:06:52.601130 1250 layer_factory.hpp:77] Creating layer scale2c_branch2b +I1014 17:06:52.601140 1250 net.cpp:86] Creating Layer scale2c_branch2b +I1014 17:06:52.601143 1250 net.cpp:408] scale2c_branch2b <- res2c_branch2b +I1014 17:06:52.601148 1250 net.cpp:369] scale2c_branch2b -> res2c_branch2b (in-place) +I1014 17:06:52.601192 1250 layer_factory.hpp:77] Creating layer scale2c_branch2b +I1014 17:06:52.601320 1250 net.cpp:124] Setting up scale2c_branch2b +I1014 17:06:52.601325 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.601328 1250 net.cpp:139] Memory required for data: 88911884 +I1014 17:06:52.601341 1250 layer_factory.hpp:77] Creating layer res2c_branch2b_relu +I1014 17:06:52.601351 1250 net.cpp:86] Creating Layer res2c_branch2b_relu +I1014 17:06:52.601353 1250 net.cpp:408] res2c_branch2b_relu <- res2c_branch2b +I1014 17:06:52.601358 1250 net.cpp:369] res2c_branch2b_relu -> res2c_branch2b (in-place) +I1014 17:06:52.602594 1250 net.cpp:124] Setting up res2c_branch2b_relu +I1014 17:06:52.602607 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 17:06:52.602609 1250 net.cpp:139] Memory required for data: 89714700 +I1014 17:06:52.602613 1250 layer_factory.hpp:77] Creating layer res2c_branch2c +I1014 17:06:52.602624 1250 net.cpp:86] Creating Layer res2c_branch2c +I1014 17:06:52.602628 1250 net.cpp:408] res2c_branch2c <- res2c_branch2b +I1014 17:06:52.602635 1250 net.cpp:382] res2c_branch2c -> res2c_branch2c +I1014 17:06:52.605427 1250 net.cpp:124] Setting up res2c_branch2c +I1014 17:06:52.605459 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.605468 1250 net.cpp:139] Memory required for data: 92925964 +I1014 17:06:52.605479 1250 layer_factory.hpp:77] Creating layer bn2c_branch2c +I1014 17:06:52.605494 1250 net.cpp:86] Creating Layer bn2c_branch2c +I1014 17:06:52.605501 1250 net.cpp:408] bn2c_branch2c <- res2c_branch2c +I1014 17:06:52.605515 1250 net.cpp:369] bn2c_branch2c -> res2c_branch2c (in-place) +I1014 17:06:52.605952 1250 net.cpp:124] Setting up bn2c_branch2c +I1014 17:06:52.605965 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.605971 1250 net.cpp:139] Memory required for data: 96137228 +I1014 17:06:52.605986 1250 layer_factory.hpp:77] Creating layer scale2c_branch2c +I1014 17:06:52.605998 1250 net.cpp:86] Creating Layer scale2c_branch2c +I1014 17:06:52.606005 1250 net.cpp:408] scale2c_branch2c <- res2c_branch2c +I1014 17:06:52.606029 1250 net.cpp:369] scale2c_branch2c -> res2c_branch2c (in-place) +I1014 17:06:52.606117 1250 layer_factory.hpp:77] Creating layer scale2c_branch2c +I1014 17:06:52.606369 1250 net.cpp:124] Setting up scale2c_branch2c +I1014 17:06:52.606380 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.606386 1250 net.cpp:139] Memory required for data: 99348492 +I1014 17:06:52.606413 1250 layer_factory.hpp:77] Creating layer res2c +I1014 17:06:52.606427 1250 net.cpp:86] Creating Layer res2c +I1014 17:06:52.606436 1250 net.cpp:408] res2c <- res2b_res2b_relu_0_split_1 +I1014 17:06:52.606446 1250 net.cpp:408] res2c <- res2c_branch2c +I1014 17:06:52.606456 1250 net.cpp:382] res2c -> res2c +I1014 17:06:52.606505 1250 net.cpp:124] Setting up res2c +I1014 17:06:52.606515 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.606523 1250 net.cpp:139] Memory required for data: 102559756 +I1014 17:06:52.606528 1250 layer_factory.hpp:77] Creating layer res2c_relu +I1014 17:06:52.606541 1250 net.cpp:86] Creating Layer res2c_relu +I1014 17:06:52.606549 1250 net.cpp:408] res2c_relu <- res2c +I1014 17:06:52.606556 1250 net.cpp:369] res2c_relu -> res2c (in-place) +I1014 17:06:52.606954 1250 net.cpp:124] Setting up res2c_relu +I1014 17:06:52.606971 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.606976 1250 net.cpp:139] Memory required for data: 105771020 +I1014 17:06:52.606984 1250 layer_factory.hpp:77] Creating layer res2c_res2c_relu_0_split +I1014 17:06:52.606997 1250 net.cpp:86] Creating Layer res2c_res2c_relu_0_split +I1014 17:06:52.607004 1250 net.cpp:408] res2c_res2c_relu_0_split <- res2c +I1014 17:06:52.607014 1250 net.cpp:382] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_0 +I1014 17:06:52.607026 1250 net.cpp:382] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_1 +I1014 17:06:52.607115 1250 net.cpp:124] Setting up res2c_res2c_relu_0_split +I1014 17:06:52.607125 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.607133 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 17:06:52.607139 1250 net.cpp:139] Memory required for data: 112193548 +I1014 17:06:52.607146 1250 layer_factory.hpp:77] Creating layer res3a_branch1 +I1014 17:06:52.607164 1250 net.cpp:86] Creating Layer res3a_branch1 +I1014 17:06:52.607172 1250 net.cpp:408] res3a_branch1 <- res2c_res2c_relu_0_split_0 +I1014 17:06:52.607183 1250 net.cpp:382] res3a_branch1 -> res3a_branch1 +I1014 17:06:52.613235 1250 net.cpp:124] Setting up res3a_branch1 +I1014 17:06:52.613272 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.613281 1250 net.cpp:139] Memory required for data: 113799180 +I1014 17:06:52.613293 1250 layer_factory.hpp:77] Creating layer bn3a_branch1 +I1014 17:06:52.613312 1250 net.cpp:86] Creating Layer bn3a_branch1 +I1014 17:06:52.613322 1250 net.cpp:408] bn3a_branch1 <- res3a_branch1 +I1014 17:06:52.613335 1250 net.cpp:369] bn3a_branch1 -> res3a_branch1 (in-place) +I1014 17:06:52.614893 1250 net.cpp:124] Setting up bn3a_branch1 +I1014 17:06:52.614915 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.614923 1250 net.cpp:139] Memory required for data: 115404812 +I1014 17:06:52.614939 1250 layer_factory.hpp:77] Creating layer scale3a_branch1 +I1014 17:06:52.614959 1250 net.cpp:86] Creating Layer scale3a_branch1 +I1014 17:06:52.614967 1250 net.cpp:408] scale3a_branch1 <- res3a_branch1 +I1014 17:06:52.614981 1250 net.cpp:369] scale3a_branch1 -> res3a_branch1 (in-place) +I1014 17:06:52.615072 1250 layer_factory.hpp:77] Creating layer scale3a_branch1 +I1014 17:06:52.615311 1250 net.cpp:124] Setting up scale3a_branch1 +I1014 17:06:52.615325 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.615332 1250 net.cpp:139] Memory required for data: 117010444 +I1014 17:06:52.615344 1250 layer_factory.hpp:77] Creating layer res3a_branch2a +I1014 17:06:52.615360 1250 net.cpp:86] Creating Layer res3a_branch2a +I1014 17:06:52.615368 1250 net.cpp:408] res3a_branch2a <- res2c_res2c_relu_0_split_1 +I1014 17:06:52.615388 1250 net.cpp:382] res3a_branch2a -> res3a_branch2a +I1014 17:06:52.619505 1250 net.cpp:124] Setting up res3a_branch2a +I1014 17:06:52.619535 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.619544 1250 net.cpp:139] Memory required for data: 117411852 +I1014 17:06:52.619560 1250 layer_factory.hpp:77] Creating layer bn3a_branch2a +I1014 17:06:52.619596 1250 net.cpp:86] Creating Layer bn3a_branch2a +I1014 17:06:52.619604 1250 net.cpp:408] bn3a_branch2a <- res3a_branch2a +I1014 17:06:52.619616 1250 net.cpp:369] bn3a_branch2a -> res3a_branch2a (in-place) +I1014 17:06:52.620051 1250 net.cpp:124] Setting up bn3a_branch2a +I1014 17:06:52.620064 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.620070 1250 net.cpp:139] Memory required for data: 117813260 +I1014 17:06:52.620085 1250 layer_factory.hpp:77] Creating layer scale3a_branch2a +I1014 17:06:52.620101 1250 net.cpp:86] Creating Layer scale3a_branch2a +I1014 17:06:52.620108 1250 net.cpp:408] scale3a_branch2a <- res3a_branch2a +I1014 17:06:52.620117 1250 net.cpp:369] scale3a_branch2a -> res3a_branch2a (in-place) +I1014 17:06:52.620198 1250 layer_factory.hpp:77] Creating layer scale3a_branch2a +I1014 17:06:52.620434 1250 net.cpp:124] Setting up scale3a_branch2a +I1014 17:06:52.620445 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.620452 1250 net.cpp:139] Memory required for data: 118214668 +I1014 17:06:52.620463 1250 layer_factory.hpp:77] Creating layer res3a_branch2a_relu +I1014 17:06:52.620477 1250 net.cpp:86] Creating Layer res3a_branch2a_relu +I1014 17:06:52.620484 1250 net.cpp:408] res3a_branch2a_relu <- res3a_branch2a +I1014 17:06:52.620493 1250 net.cpp:369] res3a_branch2a_relu -> res3a_branch2a (in-place) +I1014 17:06:52.620894 1250 net.cpp:124] Setting up res3a_branch2a_relu +I1014 17:06:52.620911 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.620918 1250 net.cpp:139] Memory required for data: 118616076 +I1014 17:06:52.620925 1250 layer_factory.hpp:77] Creating layer res3a_branch2b +I1014 17:06:52.620947 1250 net.cpp:86] Creating Layer res3a_branch2b +I1014 17:06:52.620956 1250 net.cpp:408] res3a_branch2b <- res3a_branch2a +I1014 17:06:52.620967 1250 net.cpp:382] res3a_branch2b -> res3a_branch2b +I1014 17:06:52.627661 1250 net.cpp:124] Setting up res3a_branch2b +I1014 17:06:52.627696 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.627703 1250 net.cpp:139] Memory required for data: 119017484 +I1014 17:06:52.627717 1250 layer_factory.hpp:77] Creating layer bn3a_branch2b +I1014 17:06:52.627732 1250 net.cpp:86] Creating Layer bn3a_branch2b +I1014 17:06:52.627739 1250 net.cpp:408] bn3a_branch2b <- res3a_branch2b +I1014 17:06:52.627753 1250 net.cpp:369] bn3a_branch2b -> res3a_branch2b (in-place) +I1014 17:06:52.628170 1250 net.cpp:124] Setting up bn3a_branch2b +I1014 17:06:52.628182 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.628188 1250 net.cpp:139] Memory required for data: 119418892 +I1014 17:06:52.628202 1250 layer_factory.hpp:77] Creating layer scale3a_branch2b +I1014 17:06:52.628214 1250 net.cpp:86] Creating Layer scale3a_branch2b +I1014 17:06:52.628221 1250 net.cpp:408] scale3a_branch2b <- res3a_branch2b +I1014 17:06:52.628231 1250 net.cpp:369] scale3a_branch2b -> res3a_branch2b (in-place) +I1014 17:06:52.628304 1250 layer_factory.hpp:77] Creating layer scale3a_branch2b +I1014 17:06:52.628535 1250 net.cpp:124] Setting up scale3a_branch2b +I1014 17:06:52.628546 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.628552 1250 net.cpp:139] Memory required for data: 119820300 +I1014 17:06:52.628563 1250 layer_factory.hpp:77] Creating layer res3a_branch2b_relu +I1014 17:06:52.628579 1250 net.cpp:86] Creating Layer res3a_branch2b_relu +I1014 17:06:52.628587 1250 net.cpp:408] res3a_branch2b_relu <- res3a_branch2b +I1014 17:06:52.628594 1250 net.cpp:369] res3a_branch2b_relu -> res3a_branch2b (in-place) +I1014 17:06:52.630242 1250 net.cpp:124] Setting up res3a_branch2b_relu +I1014 17:06:52.630271 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.630278 1250 net.cpp:139] Memory required for data: 120221708 +I1014 17:06:52.630298 1250 layer_factory.hpp:77] Creating layer res3a_branch2c +I1014 17:06:52.630316 1250 net.cpp:86] Creating Layer res3a_branch2c +I1014 17:06:52.630323 1250 net.cpp:408] res3a_branch2c <- res3a_branch2b +I1014 17:06:52.630337 1250 net.cpp:382] res3a_branch2c -> res3a_branch2c +I1014 17:06:52.633179 1250 net.cpp:124] Setting up res3a_branch2c +I1014 17:06:52.633208 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.633215 1250 net.cpp:139] Memory required for data: 121827340 +I1014 17:06:52.633229 1250 layer_factory.hpp:77] Creating layer bn3a_branch2c +I1014 17:06:52.633250 1250 net.cpp:86] Creating Layer bn3a_branch2c +I1014 17:06:52.633258 1250 net.cpp:408] bn3a_branch2c <- res3a_branch2c +I1014 17:06:52.633268 1250 net.cpp:369] bn3a_branch2c -> res3a_branch2c (in-place) +I1014 17:06:52.633677 1250 net.cpp:124] Setting up bn3a_branch2c +I1014 17:06:52.633689 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.633695 1250 net.cpp:139] Memory required for data: 123432972 +I1014 17:06:52.633709 1250 layer_factory.hpp:77] Creating layer scale3a_branch2c +I1014 17:06:52.633723 1250 net.cpp:86] Creating Layer scale3a_branch2c +I1014 17:06:52.633730 1250 net.cpp:408] scale3a_branch2c <- res3a_branch2c +I1014 17:06:52.633739 1250 net.cpp:369] scale3a_branch2c -> res3a_branch2c (in-place) +I1014 17:06:52.633818 1250 layer_factory.hpp:77] Creating layer scale3a_branch2c +I1014 17:06:52.634042 1250 net.cpp:124] Setting up scale3a_branch2c +I1014 17:06:52.634053 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.634058 1250 net.cpp:139] Memory required for data: 125038604 +I1014 17:06:52.634069 1250 layer_factory.hpp:77] Creating layer res3a +I1014 17:06:52.634081 1250 net.cpp:86] Creating Layer res3a +I1014 17:06:52.634088 1250 net.cpp:408] res3a <- res3a_branch1 +I1014 17:06:52.634097 1250 net.cpp:408] res3a <- res3a_branch2c +I1014 17:06:52.634105 1250 net.cpp:382] res3a -> res3a +I1014 17:06:52.634155 1250 net.cpp:124] Setting up res3a +I1014 17:06:52.634165 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.634171 1250 net.cpp:139] Memory required for data: 126644236 +I1014 17:06:52.634176 1250 layer_factory.hpp:77] Creating layer res3a_relu +I1014 17:06:52.634186 1250 net.cpp:86] Creating Layer res3a_relu +I1014 17:06:52.634191 1250 net.cpp:408] res3a_relu <- res3a +I1014 17:06:52.634202 1250 net.cpp:369] res3a_relu -> res3a (in-place) +I1014 17:06:52.636780 1250 net.cpp:124] Setting up res3a_relu +I1014 17:06:52.636806 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.636812 1250 net.cpp:139] Memory required for data: 128249868 +I1014 17:06:52.636828 1250 layer_factory.hpp:77] Creating layer res3a_res3a_relu_0_split +I1014 17:06:52.636839 1250 net.cpp:86] Creating Layer res3a_res3a_relu_0_split +I1014 17:06:52.636847 1250 net.cpp:408] res3a_res3a_relu_0_split <- res3a +I1014 17:06:52.636859 1250 net.cpp:382] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_0 +I1014 17:06:52.636873 1250 net.cpp:382] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_1 +I1014 17:06:52.636965 1250 net.cpp:124] Setting up res3a_res3a_relu_0_split +I1014 17:06:52.636976 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.636984 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.636991 1250 net.cpp:139] Memory required for data: 131461132 +I1014 17:06:52.636996 1250 layer_factory.hpp:77] Creating layer res3b1_branch2a +I1014 17:06:52.637015 1250 net.cpp:86] Creating Layer res3b1_branch2a +I1014 17:06:52.637022 1250 net.cpp:408] res3b1_branch2a <- res3a_res3a_relu_0_split_0 +I1014 17:06:52.637032 1250 net.cpp:382] res3b1_branch2a -> res3b1_branch2a +I1014 17:06:52.641800 1250 net.cpp:124] Setting up res3b1_branch2a +I1014 17:06:52.641829 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.641836 1250 net.cpp:139] Memory required for data: 131862540 +I1014 17:06:52.641846 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2a +I1014 17:06:52.641860 1250 net.cpp:86] Creating Layer bn3b1_branch2a +I1014 17:06:52.641875 1250 net.cpp:408] bn3b1_branch2a <- res3b1_branch2a +I1014 17:06:52.641887 1250 net.cpp:369] bn3b1_branch2a -> res3b1_branch2a (in-place) +I1014 17:06:52.642283 1250 net.cpp:124] Setting up bn3b1_branch2a +I1014 17:06:52.642295 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.642300 1250 net.cpp:139] Memory required for data: 132263948 +I1014 17:06:52.642313 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2a +I1014 17:06:52.642326 1250 net.cpp:86] Creating Layer scale3b1_branch2a +I1014 17:06:52.642333 1250 net.cpp:408] scale3b1_branch2a <- res3b1_branch2a +I1014 17:06:52.642340 1250 net.cpp:369] scale3b1_branch2a -> res3b1_branch2a (in-place) +I1014 17:06:52.642412 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2a +I1014 17:06:52.642629 1250 net.cpp:124] Setting up scale3b1_branch2a +I1014 17:06:52.642640 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.642645 1250 net.cpp:139] Memory required for data: 132665356 +I1014 17:06:52.642655 1250 layer_factory.hpp:77] Creating layer res3b1_branch2a_relu +I1014 17:06:52.642664 1250 net.cpp:86] Creating Layer res3b1_branch2a_relu +I1014 17:06:52.642670 1250 net.cpp:408] res3b1_branch2a_relu <- res3b1_branch2a +I1014 17:06:52.642679 1250 net.cpp:369] res3b1_branch2a_relu -> res3b1_branch2a (in-place) +I1014 17:06:52.643043 1250 net.cpp:124] Setting up res3b1_branch2a_relu +I1014 17:06:52.643057 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.643064 1250 net.cpp:139] Memory required for data: 133066764 +I1014 17:06:52.643069 1250 layer_factory.hpp:77] Creating layer res3b1_branch2b +I1014 17:06:52.643085 1250 net.cpp:86] Creating Layer res3b1_branch2b +I1014 17:06:52.643090 1250 net.cpp:408] res3b1_branch2b <- res3b1_branch2a +I1014 17:06:52.643103 1250 net.cpp:382] res3b1_branch2b -> res3b1_branch2b +I1014 17:06:52.648737 1250 net.cpp:124] Setting up res3b1_branch2b +I1014 17:06:52.648763 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.648771 1250 net.cpp:139] Memory required for data: 133468172 +I1014 17:06:52.648783 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2b +I1014 17:06:52.648798 1250 net.cpp:86] Creating Layer bn3b1_branch2b +I1014 17:06:52.648805 1250 net.cpp:408] bn3b1_branch2b <- res3b1_branch2b +I1014 17:06:52.648818 1250 net.cpp:369] bn3b1_branch2b -> res3b1_branch2b (in-place) +I1014 17:06:52.649214 1250 net.cpp:124] Setting up bn3b1_branch2b +I1014 17:06:52.649225 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.649230 1250 net.cpp:139] Memory required for data: 133869580 +I1014 17:06:52.649245 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2b +I1014 17:06:52.649256 1250 net.cpp:86] Creating Layer scale3b1_branch2b +I1014 17:06:52.649262 1250 net.cpp:408] scale3b1_branch2b <- res3b1_branch2b +I1014 17:06:52.649276 1250 net.cpp:369] scale3b1_branch2b -> res3b1_branch2b (in-place) +I1014 17:06:52.649348 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2b +I1014 17:06:52.649559 1250 net.cpp:124] Setting up scale3b1_branch2b +I1014 17:06:52.649570 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.649575 1250 net.cpp:139] Memory required for data: 134270988 +I1014 17:06:52.649585 1250 layer_factory.hpp:77] Creating layer res3b1_branch2b_relu +I1014 17:06:52.649595 1250 net.cpp:86] Creating Layer res3b1_branch2b_relu +I1014 17:06:52.649600 1250 net.cpp:408] res3b1_branch2b_relu <- res3b1_branch2b +I1014 17:06:52.649608 1250 net.cpp:369] res3b1_branch2b_relu -> res3b1_branch2b (in-place) +I1014 17:06:52.651109 1250 net.cpp:124] Setting up res3b1_branch2b_relu +I1014 17:06:52.651130 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.651136 1250 net.cpp:139] Memory required for data: 134672396 +I1014 17:06:52.651144 1250 layer_factory.hpp:77] Creating layer res3b1_branch2c +I1014 17:06:52.651160 1250 net.cpp:86] Creating Layer res3b1_branch2c +I1014 17:06:52.651167 1250 net.cpp:408] res3b1_branch2c <- res3b1_branch2b +I1014 17:06:52.651180 1250 net.cpp:382] res3b1_branch2c -> res3b1_branch2c +I1014 17:06:52.653764 1250 net.cpp:124] Setting up res3b1_branch2c +I1014 17:06:52.653789 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.653795 1250 net.cpp:139] Memory required for data: 136278028 +I1014 17:06:52.653805 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2c +I1014 17:06:52.653818 1250 net.cpp:86] Creating Layer bn3b1_branch2c +I1014 17:06:52.653825 1250 net.cpp:408] bn3b1_branch2c <- res3b1_branch2c +I1014 17:06:52.653833 1250 net.cpp:369] bn3b1_branch2c -> res3b1_branch2c (in-place) +I1014 17:06:52.654206 1250 net.cpp:124] Setting up bn3b1_branch2c +I1014 17:06:52.654217 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.654222 1250 net.cpp:139] Memory required for data: 137883660 +I1014 17:06:52.654234 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2c +I1014 17:06:52.654247 1250 net.cpp:86] Creating Layer scale3b1_branch2c +I1014 17:06:52.654253 1250 net.cpp:408] scale3b1_branch2c <- res3b1_branch2c +I1014 17:06:52.654261 1250 net.cpp:369] scale3b1_branch2c -> res3b1_branch2c (in-place) +I1014 17:06:52.654331 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2c +I1014 17:06:52.654526 1250 net.cpp:124] Setting up scale3b1_branch2c +I1014 17:06:52.654536 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.654541 1250 net.cpp:139] Memory required for data: 139489292 +I1014 17:06:52.654551 1250 layer_factory.hpp:77] Creating layer res3b1 +I1014 17:06:52.654561 1250 net.cpp:86] Creating Layer res3b1 +I1014 17:06:52.654567 1250 net.cpp:408] res3b1 <- res3a_res3a_relu_0_split_1 +I1014 17:06:52.654573 1250 net.cpp:408] res3b1 <- res3b1_branch2c +I1014 17:06:52.654582 1250 net.cpp:382] res3b1 -> res3b1 +I1014 17:06:52.654625 1250 net.cpp:124] Setting up res3b1 +I1014 17:06:52.654634 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.654639 1250 net.cpp:139] Memory required for data: 141094924 +I1014 17:06:52.654644 1250 layer_factory.hpp:77] Creating layer res3b1_relu +I1014 17:06:52.654654 1250 net.cpp:86] Creating Layer res3b1_relu +I1014 17:06:52.654659 1250 net.cpp:408] res3b1_relu <- res3b1 +I1014 17:06:52.654670 1250 net.cpp:369] res3b1_relu -> res3b1 (in-place) +I1014 17:06:52.656860 1250 net.cpp:124] Setting up res3b1_relu +I1014 17:06:52.656893 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.656900 1250 net.cpp:139] Memory required for data: 142700556 +I1014 17:06:52.656908 1250 layer_factory.hpp:77] Creating layer res3b1_res3b1_relu_0_split +I1014 17:06:52.656921 1250 net.cpp:86] Creating Layer res3b1_res3b1_relu_0_split +I1014 17:06:52.656930 1250 net.cpp:408] res3b1_res3b1_relu_0_split <- res3b1 +I1014 17:06:52.656944 1250 net.cpp:382] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_0 +I1014 17:06:52.656956 1250 net.cpp:382] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_1 +I1014 17:06:52.657058 1250 net.cpp:124] Setting up res3b1_res3b1_relu_0_split +I1014 17:06:52.657070 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.657078 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.657083 1250 net.cpp:139] Memory required for data: 145911820 +I1014 17:06:52.657089 1250 layer_factory.hpp:77] Creating layer res3b2_branch2a +I1014 17:06:52.657104 1250 net.cpp:86] Creating Layer res3b2_branch2a +I1014 17:06:52.657110 1250 net.cpp:408] res3b2_branch2a <- res3b1_res3b1_relu_0_split_0 +I1014 17:06:52.657127 1250 net.cpp:382] res3b2_branch2a -> res3b2_branch2a +I1014 17:06:52.661928 1250 net.cpp:124] Setting up res3b2_branch2a +I1014 17:06:52.661959 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.661967 1250 net.cpp:139] Memory required for data: 146313228 +I1014 17:06:52.661978 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2a +I1014 17:06:52.661998 1250 net.cpp:86] Creating Layer bn3b2_branch2a +I1014 17:06:52.662004 1250 net.cpp:408] bn3b2_branch2a <- res3b2_branch2a +I1014 17:06:52.662014 1250 net.cpp:369] bn3b2_branch2a -> res3b2_branch2a (in-place) +I1014 17:06:52.662416 1250 net.cpp:124] Setting up bn3b2_branch2a +I1014 17:06:52.662436 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.662442 1250 net.cpp:139] Memory required for data: 146714636 +I1014 17:06:52.662456 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2a +I1014 17:06:52.662470 1250 net.cpp:86] Creating Layer scale3b2_branch2a +I1014 17:06:52.662477 1250 net.cpp:408] scale3b2_branch2a <- res3b2_branch2a +I1014 17:06:52.662485 1250 net.cpp:369] scale3b2_branch2a -> res3b2_branch2a (in-place) +I1014 17:06:52.662561 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2a +I1014 17:06:52.662781 1250 net.cpp:124] Setting up scale3b2_branch2a +I1014 17:06:52.662791 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.662796 1250 net.cpp:139] Memory required for data: 147116044 +I1014 17:06:52.662806 1250 layer_factory.hpp:77] Creating layer res3b2_branch2a_relu +I1014 17:06:52.662819 1250 net.cpp:86] Creating Layer res3b2_branch2a_relu +I1014 17:06:52.662825 1250 net.cpp:408] res3b2_branch2a_relu <- res3b2_branch2a +I1014 17:06:52.662837 1250 net.cpp:369] res3b2_branch2a_relu -> res3b2_branch2a (in-place) +I1014 17:06:52.663214 1250 net.cpp:124] Setting up res3b2_branch2a_relu +I1014 17:06:52.663229 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.663235 1250 net.cpp:139] Memory required for data: 147517452 +I1014 17:06:52.663241 1250 layer_factory.hpp:77] Creating layer res3b2_branch2b +I1014 17:06:52.663259 1250 net.cpp:86] Creating Layer res3b2_branch2b +I1014 17:06:52.663269 1250 net.cpp:408] res3b2_branch2b <- res3b2_branch2a +I1014 17:06:52.663278 1250 net.cpp:382] res3b2_branch2b -> res3b2_branch2b +I1014 17:06:52.668833 1250 net.cpp:124] Setting up res3b2_branch2b +I1014 17:06:52.668854 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.668859 1250 net.cpp:139] Memory required for data: 147918860 +I1014 17:06:52.668867 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2b +I1014 17:06:52.668876 1250 net.cpp:86] Creating Layer bn3b2_branch2b +I1014 17:06:52.668881 1250 net.cpp:408] bn3b2_branch2b <- res3b2_branch2b +I1014 17:06:52.668892 1250 net.cpp:369] bn3b2_branch2b -> res3b2_branch2b (in-place) +I1014 17:06:52.669193 1250 net.cpp:124] Setting up bn3b2_branch2b +I1014 17:06:52.669201 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.669205 1250 net.cpp:139] Memory required for data: 148320268 +I1014 17:06:52.669215 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2b +I1014 17:06:52.669224 1250 net.cpp:86] Creating Layer scale3b2_branch2b +I1014 17:06:52.669227 1250 net.cpp:408] scale3b2_branch2b <- res3b2_branch2b +I1014 17:06:52.669234 1250 net.cpp:369] scale3b2_branch2b -> res3b2_branch2b (in-place) +I1014 17:06:52.669287 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2b +I1014 17:06:52.669445 1250 net.cpp:124] Setting up scale3b2_branch2b +I1014 17:06:52.669452 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.669456 1250 net.cpp:139] Memory required for data: 148721676 +I1014 17:06:52.669463 1250 layer_factory.hpp:77] Creating layer res3b2_branch2b_relu +I1014 17:06:52.669473 1250 net.cpp:86] Creating Layer res3b2_branch2b_relu +I1014 17:06:52.669477 1250 net.cpp:408] res3b2_branch2b_relu <- res3b2_branch2b +I1014 17:06:52.669486 1250 net.cpp:369] res3b2_branch2b_relu -> res3b2_branch2b (in-place) +I1014 17:06:52.670501 1250 net.cpp:124] Setting up res3b2_branch2b_relu +I1014 17:06:52.670522 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.670527 1250 net.cpp:139] Memory required for data: 149123084 +I1014 17:06:52.670531 1250 layer_factory.hpp:77] Creating layer res3b2_branch2c +I1014 17:06:52.670542 1250 net.cpp:86] Creating Layer res3b2_branch2c +I1014 17:06:52.670547 1250 net.cpp:408] res3b2_branch2c <- res3b2_branch2b +I1014 17:06:52.670555 1250 net.cpp:382] res3b2_branch2c -> res3b2_branch2c +I1014 17:06:52.672530 1250 net.cpp:124] Setting up res3b2_branch2c +I1014 17:06:52.672549 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.672554 1250 net.cpp:139] Memory required for data: 150728716 +I1014 17:06:52.672567 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2c +I1014 17:06:52.672580 1250 net.cpp:86] Creating Layer bn3b2_branch2c +I1014 17:06:52.672585 1250 net.cpp:408] bn3b2_branch2c <- res3b2_branch2c +I1014 17:06:52.672591 1250 net.cpp:369] bn3b2_branch2c -> res3b2_branch2c (in-place) +I1014 17:06:52.672880 1250 net.cpp:124] Setting up bn3b2_branch2c +I1014 17:06:52.672888 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.672893 1250 net.cpp:139] Memory required for data: 152334348 +I1014 17:06:52.672901 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2c +I1014 17:06:52.672910 1250 net.cpp:86] Creating Layer scale3b2_branch2c +I1014 17:06:52.672914 1250 net.cpp:408] scale3b2_branch2c <- res3b2_branch2c +I1014 17:06:52.672922 1250 net.cpp:369] scale3b2_branch2c -> res3b2_branch2c (in-place) +I1014 17:06:52.672976 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2c +I1014 17:06:52.673126 1250 net.cpp:124] Setting up scale3b2_branch2c +I1014 17:06:52.673135 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.673138 1250 net.cpp:139] Memory required for data: 153939980 +I1014 17:06:52.673147 1250 layer_factory.hpp:77] Creating layer res3b2 +I1014 17:06:52.673156 1250 net.cpp:86] Creating Layer res3b2 +I1014 17:06:52.673161 1250 net.cpp:408] res3b2 <- res3b1_res3b1_relu_0_split_1 +I1014 17:06:52.673166 1250 net.cpp:408] res3b2 <- res3b2_branch2c +I1014 17:06:52.673174 1250 net.cpp:382] res3b2 -> res3b2 +I1014 17:06:52.673216 1250 net.cpp:124] Setting up res3b2 +I1014 17:06:52.673223 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.673228 1250 net.cpp:139] Memory required for data: 155545612 +I1014 17:06:52.673231 1250 layer_factory.hpp:77] Creating layer res3b2_relu +I1014 17:06:52.673239 1250 net.cpp:86] Creating Layer res3b2_relu +I1014 17:06:52.673243 1250 net.cpp:408] res3b2_relu <- res3b2 +I1014 17:06:52.673251 1250 net.cpp:369] res3b2_relu -> res3b2 (in-place) +I1014 17:06:52.674279 1250 net.cpp:124] Setting up res3b2_relu +I1014 17:06:52.674293 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.674298 1250 net.cpp:139] Memory required for data: 157151244 +I1014 17:06:52.674302 1250 layer_factory.hpp:77] Creating layer res3b2_res3b2_relu_0_split +I1014 17:06:52.674310 1250 net.cpp:86] Creating Layer res3b2_res3b2_relu_0_split +I1014 17:06:52.674314 1250 net.cpp:408] res3b2_res3b2_relu_0_split <- res3b2 +I1014 17:06:52.674324 1250 net.cpp:382] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_0 +I1014 17:06:52.674334 1250 net.cpp:382] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_1 +I1014 17:06:52.674394 1250 net.cpp:124] Setting up res3b2_res3b2_relu_0_split +I1014 17:06:52.674401 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.674407 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.674410 1250 net.cpp:139] Memory required for data: 160362508 +I1014 17:06:52.674414 1250 layer_factory.hpp:77] Creating layer res3b3_branch2a +I1014 17:06:52.674425 1250 net.cpp:86] Creating Layer res3b3_branch2a +I1014 17:06:52.674432 1250 net.cpp:408] res3b3_branch2a <- res3b2_res3b2_relu_0_split_0 +I1014 17:06:52.674438 1250 net.cpp:382] res3b3_branch2a -> res3b3_branch2a +I1014 17:06:52.677908 1250 net.cpp:124] Setting up res3b3_branch2a +I1014 17:06:52.677927 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.677932 1250 net.cpp:139] Memory required for data: 160763916 +I1014 17:06:52.677942 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2a +I1014 17:06:52.677953 1250 net.cpp:86] Creating Layer bn3b3_branch2a +I1014 17:06:52.677958 1250 net.cpp:408] bn3b3_branch2a <- res3b3_branch2a +I1014 17:06:52.677964 1250 net.cpp:369] bn3b3_branch2a -> res3b3_branch2a (in-place) +I1014 17:06:52.678258 1250 net.cpp:124] Setting up bn3b3_branch2a +I1014 17:06:52.678266 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.678269 1250 net.cpp:139] Memory required for data: 161165324 +I1014 17:06:52.678290 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2a +I1014 17:06:52.678305 1250 net.cpp:86] Creating Layer scale3b3_branch2a +I1014 17:06:52.678313 1250 net.cpp:408] scale3b3_branch2a <- res3b3_branch2a +I1014 17:06:52.678319 1250 net.cpp:369] scale3b3_branch2a -> res3b3_branch2a (in-place) +I1014 17:06:52.678377 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2a +I1014 17:06:52.678536 1250 net.cpp:124] Setting up scale3b3_branch2a +I1014 17:06:52.678544 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.678548 1250 net.cpp:139] Memory required for data: 161566732 +I1014 17:06:52.678555 1250 layer_factory.hpp:77] Creating layer res3b3_branch2a_relu +I1014 17:06:52.678562 1250 net.cpp:86] Creating Layer res3b3_branch2a_relu +I1014 17:06:52.678567 1250 net.cpp:408] res3b3_branch2a_relu <- res3b3_branch2a +I1014 17:06:52.678572 1250 net.cpp:369] res3b3_branch2a_relu -> res3b3_branch2a (in-place) +I1014 17:06:52.678848 1250 net.cpp:124] Setting up res3b3_branch2a_relu +I1014 17:06:52.678858 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.678863 1250 net.cpp:139] Memory required for data: 161968140 +I1014 17:06:52.678867 1250 layer_factory.hpp:77] Creating layer res3b3_branch2b +I1014 17:06:52.678880 1250 net.cpp:86] Creating Layer res3b3_branch2b +I1014 17:06:52.678885 1250 net.cpp:408] res3b3_branch2b <- res3b3_branch2a +I1014 17:06:52.678894 1250 net.cpp:382] res3b3_branch2b -> res3b3_branch2b +I1014 17:06:52.684078 1250 net.cpp:124] Setting up res3b3_branch2b +I1014 17:06:52.684096 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.684101 1250 net.cpp:139] Memory required for data: 162369548 +I1014 17:06:52.684108 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2b +I1014 17:06:52.684119 1250 net.cpp:86] Creating Layer bn3b3_branch2b +I1014 17:06:52.684124 1250 net.cpp:408] bn3b3_branch2b <- res3b3_branch2b +I1014 17:06:52.684131 1250 net.cpp:369] bn3b3_branch2b -> res3b3_branch2b (in-place) +I1014 17:06:52.684420 1250 net.cpp:124] Setting up bn3b3_branch2b +I1014 17:06:52.684428 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.684432 1250 net.cpp:139] Memory required for data: 162770956 +I1014 17:06:52.684442 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2b +I1014 17:06:52.684449 1250 net.cpp:86] Creating Layer scale3b3_branch2b +I1014 17:06:52.684453 1250 net.cpp:408] scale3b3_branch2b <- res3b3_branch2b +I1014 17:06:52.684461 1250 net.cpp:369] scale3b3_branch2b -> res3b3_branch2b (in-place) +I1014 17:06:52.684512 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2b +I1014 17:06:52.684665 1250 net.cpp:124] Setting up scale3b3_branch2b +I1014 17:06:52.684674 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.684679 1250 net.cpp:139] Memory required for data: 163172364 +I1014 17:06:52.684684 1250 layer_factory.hpp:77] Creating layer res3b3_branch2b_relu +I1014 17:06:52.684703 1250 net.cpp:86] Creating Layer res3b3_branch2b_relu +I1014 17:06:52.684708 1250 net.cpp:408] res3b3_branch2b_relu <- res3b3_branch2b +I1014 17:06:52.684715 1250 net.cpp:369] res3b3_branch2b_relu -> res3b3_branch2b (in-place) +I1014 17:06:52.685705 1250 net.cpp:124] Setting up res3b3_branch2b_relu +I1014 17:06:52.685719 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 17:06:52.685724 1250 net.cpp:139] Memory required for data: 163573772 +I1014 17:06:52.685734 1250 layer_factory.hpp:77] Creating layer res3b3_branch2c +I1014 17:06:52.685746 1250 net.cpp:86] Creating Layer res3b3_branch2c +I1014 17:06:52.685751 1250 net.cpp:408] res3b3_branch2c <- res3b3_branch2b +I1014 17:06:52.685760 1250 net.cpp:382] res3b3_branch2c -> res3b3_branch2c +I1014 17:06:52.687638 1250 net.cpp:124] Setting up res3b3_branch2c +I1014 17:06:52.687656 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.687661 1250 net.cpp:139] Memory required for data: 165179404 +I1014 17:06:52.687669 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2c +I1014 17:06:52.687680 1250 net.cpp:86] Creating Layer bn3b3_branch2c +I1014 17:06:52.687685 1250 net.cpp:408] bn3b3_branch2c <- res3b3_branch2c +I1014 17:06:52.687690 1250 net.cpp:369] bn3b3_branch2c -> res3b3_branch2c (in-place) +I1014 17:06:52.687984 1250 net.cpp:124] Setting up bn3b3_branch2c +I1014 17:06:52.687994 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.687996 1250 net.cpp:139] Memory required for data: 166785036 +I1014 17:06:52.688005 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2c +I1014 17:06:52.688024 1250 net.cpp:86] Creating Layer scale3b3_branch2c +I1014 17:06:52.688030 1250 net.cpp:408] scale3b3_branch2c <- res3b3_branch2c +I1014 17:06:52.688035 1250 net.cpp:369] scale3b3_branch2c -> res3b3_branch2c (in-place) +I1014 17:06:52.688098 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2c +I1014 17:06:52.688256 1250 net.cpp:124] Setting up scale3b3_branch2c +I1014 17:06:52.688263 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.688266 1250 net.cpp:139] Memory required for data: 168390668 +I1014 17:06:52.688273 1250 layer_factory.hpp:77] Creating layer res3b3 +I1014 17:06:52.688282 1250 net.cpp:86] Creating Layer res3b3 +I1014 17:06:52.688287 1250 net.cpp:408] res3b3 <- res3b2_res3b2_relu_0_split_1 +I1014 17:06:52.688292 1250 net.cpp:408] res3b3 <- res3b3_branch2c +I1014 17:06:52.688297 1250 net.cpp:382] res3b3 -> res3b3 +I1014 17:06:52.688331 1250 net.cpp:124] Setting up res3b3 +I1014 17:06:52.688338 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.688341 1250 net.cpp:139] Memory required for data: 169996300 +I1014 17:06:52.688351 1250 layer_factory.hpp:77] Creating layer res3b3_relu +I1014 17:06:52.688356 1250 net.cpp:86] Creating Layer res3b3_relu +I1014 17:06:52.688361 1250 net.cpp:408] res3b3_relu <- res3b3 +I1014 17:06:52.688367 1250 net.cpp:369] res3b3_relu -> res3b3 (in-place) +I1014 17:06:52.689379 1250 net.cpp:124] Setting up res3b3_relu +I1014 17:06:52.689393 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.689396 1250 net.cpp:139] Memory required for data: 171601932 +I1014 17:06:52.689401 1250 layer_factory.hpp:77] Creating layer res3b3_res3b3_relu_0_split +I1014 17:06:52.689409 1250 net.cpp:86] Creating Layer res3b3_res3b3_relu_0_split +I1014 17:06:52.689412 1250 net.cpp:408] res3b3_res3b3_relu_0_split <- res3b3 +I1014 17:06:52.689421 1250 net.cpp:382] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_0 +I1014 17:06:52.689429 1250 net.cpp:382] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_1 +I1014 17:06:52.689491 1250 net.cpp:124] Setting up res3b3_res3b3_relu_0_split +I1014 17:06:52.689499 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.689504 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 17:06:52.689507 1250 net.cpp:139] Memory required for data: 174813196 +I1014 17:06:52.689512 1250 layer_factory.hpp:77] Creating layer res4a_branch1 +I1014 17:06:52.689527 1250 net.cpp:86] Creating Layer res4a_branch1 +I1014 17:06:52.689530 1250 net.cpp:408] res4a_branch1 <- res3b3_res3b3_relu_0_split_0 +I1014 17:06:52.689538 1250 net.cpp:382] res4a_branch1 -> res4a_branch1 +I1014 17:06:52.694496 1250 net.cpp:124] Setting up res4a_branch1 +I1014 17:06:52.694519 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.694525 1250 net.cpp:139] Memory required for data: 175616012 +I1014 17:06:52.694531 1250 layer_factory.hpp:77] Creating layer bn4a_branch1 +I1014 17:06:52.694547 1250 net.cpp:86] Creating Layer bn4a_branch1 +I1014 17:06:52.694552 1250 net.cpp:408] bn4a_branch1 <- res4a_branch1 +I1014 17:06:52.694561 1250 net.cpp:369] bn4a_branch1 -> res4a_branch1 (in-place) +I1014 17:06:52.694897 1250 net.cpp:124] Setting up bn4a_branch1 +I1014 17:06:52.694906 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.694910 1250 net.cpp:139] Memory required for data: 176418828 +I1014 17:06:52.694919 1250 layer_factory.hpp:77] Creating layer scale4a_branch1 +I1014 17:06:52.694927 1250 net.cpp:86] Creating Layer scale4a_branch1 +I1014 17:06:52.694931 1250 net.cpp:408] scale4a_branch1 <- res4a_branch1 +I1014 17:06:52.694938 1250 net.cpp:369] scale4a_branch1 -> res4a_branch1 (in-place) +I1014 17:06:52.694988 1250 layer_factory.hpp:77] Creating layer scale4a_branch1 +I1014 17:06:52.695153 1250 net.cpp:124] Setting up scale4a_branch1 +I1014 17:06:52.695161 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.695165 1250 net.cpp:139] Memory required for data: 177221644 +I1014 17:06:52.695171 1250 layer_factory.hpp:77] Creating layer res4a_branch2a +I1014 17:06:52.695183 1250 net.cpp:86] Creating Layer res4a_branch2a +I1014 17:06:52.695188 1250 net.cpp:408] res4a_branch2a <- res3b3_res3b3_relu_0_split_1 +I1014 17:06:52.695195 1250 net.cpp:382] res4a_branch2a -> res4a_branch2a +I1014 17:06:52.697993 1250 net.cpp:124] Setting up res4a_branch2a +I1014 17:06:52.698014 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.698019 1250 net.cpp:139] Memory required for data: 177422348 +I1014 17:06:52.698025 1250 layer_factory.hpp:77] Creating layer bn4a_branch2a +I1014 17:06:52.698032 1250 net.cpp:86] Creating Layer bn4a_branch2a +I1014 17:06:52.698037 1250 net.cpp:408] bn4a_branch2a <- res4a_branch2a +I1014 17:06:52.698045 1250 net.cpp:369] bn4a_branch2a -> res4a_branch2a (in-place) +I1014 17:06:52.698318 1250 net.cpp:124] Setting up bn4a_branch2a +I1014 17:06:52.698326 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.698329 1250 net.cpp:139] Memory required for data: 177623052 +I1014 17:06:52.698345 1250 layer_factory.hpp:77] Creating layer scale4a_branch2a +I1014 17:06:52.698355 1250 net.cpp:86] Creating Layer scale4a_branch2a +I1014 17:06:52.698359 1250 net.cpp:408] scale4a_branch2a <- res4a_branch2a +I1014 17:06:52.698370 1250 net.cpp:369] scale4a_branch2a -> res4a_branch2a (in-place) +I1014 17:06:52.698431 1250 layer_factory.hpp:77] Creating layer scale4a_branch2a +I1014 17:06:52.698587 1250 net.cpp:124] Setting up scale4a_branch2a +I1014 17:06:52.698595 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.698597 1250 net.cpp:139] Memory required for data: 177823756 +I1014 17:06:52.698604 1250 layer_factory.hpp:77] Creating layer res4a_branch2a_relu +I1014 17:06:52.698611 1250 net.cpp:86] Creating Layer res4a_branch2a_relu +I1014 17:06:52.698614 1250 net.cpp:408] res4a_branch2a_relu <- res4a_branch2a +I1014 17:06:52.698622 1250 net.cpp:369] res4a_branch2a_relu -> res4a_branch2a (in-place) +I1014 17:06:52.699581 1250 net.cpp:124] Setting up res4a_branch2a_relu +I1014 17:06:52.699599 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.699602 1250 net.cpp:139] Memory required for data: 178024460 +I1014 17:06:52.699606 1250 layer_factory.hpp:77] Creating layer res4a_branch2b +I1014 17:06:52.699626 1250 net.cpp:86] Creating Layer res4a_branch2b +I1014 17:06:52.699631 1250 net.cpp:408] res4a_branch2b <- res4a_branch2a +I1014 17:06:52.699640 1250 net.cpp:382] res4a_branch2b -> res4a_branch2b +I1014 17:06:52.704902 1250 net.cpp:124] Setting up res4a_branch2b +I1014 17:06:52.704921 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.704926 1250 net.cpp:139] Memory required for data: 178225164 +I1014 17:06:52.704931 1250 layer_factory.hpp:77] Creating layer bn4a_branch2b +I1014 17:06:52.704943 1250 net.cpp:86] Creating Layer bn4a_branch2b +I1014 17:06:52.704948 1250 net.cpp:408] bn4a_branch2b <- res4a_branch2b +I1014 17:06:52.704954 1250 net.cpp:369] bn4a_branch2b -> res4a_branch2b (in-place) +I1014 17:06:52.705234 1250 net.cpp:124] Setting up bn4a_branch2b +I1014 17:06:52.705240 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.705245 1250 net.cpp:139] Memory required for data: 178425868 +I1014 17:06:52.705253 1250 layer_factory.hpp:77] Creating layer scale4a_branch2b +I1014 17:06:52.705263 1250 net.cpp:86] Creating Layer scale4a_branch2b +I1014 17:06:52.705268 1250 net.cpp:408] scale4a_branch2b <- res4a_branch2b +I1014 17:06:52.705273 1250 net.cpp:369] scale4a_branch2b -> res4a_branch2b (in-place) +I1014 17:06:52.705327 1250 layer_factory.hpp:77] Creating layer scale4a_branch2b +I1014 17:06:52.705474 1250 net.cpp:124] Setting up scale4a_branch2b +I1014 17:06:52.705482 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.705484 1250 net.cpp:139] Memory required for data: 178626572 +I1014 17:06:52.705497 1250 layer_factory.hpp:77] Creating layer res4a_branch2b_relu +I1014 17:06:52.705503 1250 net.cpp:86] Creating Layer res4a_branch2b_relu +I1014 17:06:52.705507 1250 net.cpp:408] res4a_branch2b_relu <- res4a_branch2b +I1014 17:06:52.705514 1250 net.cpp:369] res4a_branch2b_relu -> res4a_branch2b (in-place) +I1014 17:06:52.705760 1250 net.cpp:124] Setting up res4a_branch2b_relu +I1014 17:06:52.705770 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.705773 1250 net.cpp:139] Memory required for data: 178827276 +I1014 17:06:52.705777 1250 layer_factory.hpp:77] Creating layer res4a_branch2c +I1014 17:06:52.705790 1250 net.cpp:86] Creating Layer res4a_branch2c +I1014 17:06:52.705795 1250 net.cpp:408] res4a_branch2c <- res4a_branch2b +I1014 17:06:52.705803 1250 net.cpp:382] res4a_branch2c -> res4a_branch2c +I1014 17:06:52.709121 1250 net.cpp:124] Setting up res4a_branch2c +I1014 17:06:52.709138 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.709143 1250 net.cpp:139] Memory required for data: 179630092 +I1014 17:06:52.709149 1250 layer_factory.hpp:77] Creating layer bn4a_branch2c +I1014 17:06:52.709159 1250 net.cpp:86] Creating Layer bn4a_branch2c +I1014 17:06:52.709163 1250 net.cpp:408] bn4a_branch2c <- res4a_branch2c +I1014 17:06:52.709169 1250 net.cpp:369] bn4a_branch2c -> res4a_branch2c (in-place) +I1014 17:06:52.709434 1250 net.cpp:124] Setting up bn4a_branch2c +I1014 17:06:52.709441 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.709444 1250 net.cpp:139] Memory required for data: 180432908 +I1014 17:06:52.709455 1250 layer_factory.hpp:77] Creating layer scale4a_branch2c +I1014 17:06:52.709462 1250 net.cpp:86] Creating Layer scale4a_branch2c +I1014 17:06:52.709466 1250 net.cpp:408] scale4a_branch2c <- res4a_branch2c +I1014 17:06:52.709481 1250 net.cpp:369] scale4a_branch2c -> res4a_branch2c (in-place) +I1014 17:06:52.709527 1250 layer_factory.hpp:77] Creating layer scale4a_branch2c +I1014 17:06:52.709677 1250 net.cpp:124] Setting up scale4a_branch2c +I1014 17:06:52.709686 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.709689 1250 net.cpp:139] Memory required for data: 181235724 +I1014 17:06:52.709695 1250 layer_factory.hpp:77] Creating layer res4a +I1014 17:06:52.709702 1250 net.cpp:86] Creating Layer res4a +I1014 17:06:52.709707 1250 net.cpp:408] res4a <- res4a_branch1 +I1014 17:06:52.709712 1250 net.cpp:408] res4a <- res4a_branch2c +I1014 17:06:52.709717 1250 net.cpp:382] res4a -> res4a +I1014 17:06:52.709748 1250 net.cpp:124] Setting up res4a +I1014 17:06:52.709754 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.709758 1250 net.cpp:139] Memory required for data: 182038540 +I1014 17:06:52.709761 1250 layer_factory.hpp:77] Creating layer res4a_relu +I1014 17:06:52.709767 1250 net.cpp:86] Creating Layer res4a_relu +I1014 17:06:52.709772 1250 net.cpp:408] res4a_relu <- res4a +I1014 17:06:52.709776 1250 net.cpp:369] res4a_relu -> res4a (in-place) +I1014 17:06:52.710686 1250 net.cpp:124] Setting up res4a_relu +I1014 17:06:52.710698 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.710702 1250 net.cpp:139] Memory required for data: 182841356 +I1014 17:06:52.710706 1250 layer_factory.hpp:77] Creating layer res4a_res4a_relu_0_split +I1014 17:06:52.710713 1250 net.cpp:86] Creating Layer res4a_res4a_relu_0_split +I1014 17:06:52.710717 1250 net.cpp:408] res4a_res4a_relu_0_split <- res4a +I1014 17:06:52.710727 1250 net.cpp:382] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_0 +I1014 17:06:52.710736 1250 net.cpp:382] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_1 +I1014 17:06:52.710791 1250 net.cpp:124] Setting up res4a_res4a_relu_0_split +I1014 17:06:52.710798 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.710803 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.710805 1250 net.cpp:139] Memory required for data: 184446988 +I1014 17:06:52.710810 1250 layer_factory.hpp:77] Creating layer res4b1_branch2a +I1014 17:06:52.710827 1250 net.cpp:86] Creating Layer res4b1_branch2a +I1014 17:06:52.710837 1250 net.cpp:408] res4b1_branch2a <- res4a_res4a_relu_0_split_0 +I1014 17:06:52.710844 1250 net.cpp:382] res4b1_branch2a -> res4b1_branch2a +I1014 17:06:52.713395 1250 net.cpp:124] Setting up res4b1_branch2a +I1014 17:06:52.713415 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.713419 1250 net.cpp:139] Memory required for data: 184647692 +I1014 17:06:52.713428 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2a +I1014 17:06:52.713435 1250 net.cpp:86] Creating Layer bn4b1_branch2a +I1014 17:06:52.713439 1250 net.cpp:408] bn4b1_branch2a <- res4b1_branch2a +I1014 17:06:52.713448 1250 net.cpp:369] bn4b1_branch2a -> res4b1_branch2a (in-place) +I1014 17:06:52.713709 1250 net.cpp:124] Setting up bn4b1_branch2a +I1014 17:06:52.713716 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.713719 1250 net.cpp:139] Memory required for data: 184848396 +I1014 17:06:52.713728 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2a +I1014 17:06:52.713737 1250 net.cpp:86] Creating Layer scale4b1_branch2a +I1014 17:06:52.713742 1250 net.cpp:408] scale4b1_branch2a <- res4b1_branch2a +I1014 17:06:52.713747 1250 net.cpp:369] scale4b1_branch2a -> res4b1_branch2a (in-place) +I1014 17:06:52.713796 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2a +I1014 17:06:52.713940 1250 net.cpp:124] Setting up scale4b1_branch2a +I1014 17:06:52.713948 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.713950 1250 net.cpp:139] Memory required for data: 185049100 +I1014 17:06:52.713956 1250 layer_factory.hpp:77] Creating layer res4b1_branch2a_relu +I1014 17:06:52.713964 1250 net.cpp:86] Creating Layer res4b1_branch2a_relu +I1014 17:06:52.713968 1250 net.cpp:408] res4b1_branch2a_relu <- res4b1_branch2a +I1014 17:06:52.713974 1250 net.cpp:369] res4b1_branch2a_relu -> res4b1_branch2a (in-place) +I1014 17:06:52.714897 1250 net.cpp:124] Setting up res4b1_branch2a_relu +I1014 17:06:52.714910 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.714915 1250 net.cpp:139] Memory required for data: 185249804 +I1014 17:06:52.714918 1250 layer_factory.hpp:77] Creating layer res4b1_branch2b +I1014 17:06:52.714928 1250 net.cpp:86] Creating Layer res4b1_branch2b +I1014 17:06:52.714933 1250 net.cpp:408] res4b1_branch2b <- res4b1_branch2a +I1014 17:06:52.714939 1250 net.cpp:382] res4b1_branch2b -> res4b1_branch2b +I1014 17:06:52.721552 1250 net.cpp:124] Setting up res4b1_branch2b +I1014 17:06:52.721590 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.721598 1250 net.cpp:139] Memory required for data: 185450508 +I1014 17:06:52.721614 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2b +I1014 17:06:52.721633 1250 net.cpp:86] Creating Layer bn4b1_branch2b +I1014 17:06:52.721642 1250 net.cpp:408] bn4b1_branch2b <- res4b1_branch2b +I1014 17:06:52.721653 1250 net.cpp:369] bn4b1_branch2b -> res4b1_branch2b (in-place) +I1014 17:06:52.722175 1250 net.cpp:124] Setting up bn4b1_branch2b +I1014 17:06:52.722188 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.722195 1250 net.cpp:139] Memory required for data: 185651212 +I1014 17:06:52.722210 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2b +I1014 17:06:52.722226 1250 net.cpp:86] Creating Layer scale4b1_branch2b +I1014 17:06:52.722234 1250 net.cpp:408] scale4b1_branch2b <- res4b1_branch2b +I1014 17:06:52.722244 1250 net.cpp:369] scale4b1_branch2b -> res4b1_branch2b (in-place) +I1014 17:06:52.722337 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2b +I1014 17:06:52.722607 1250 net.cpp:124] Setting up scale4b1_branch2b +I1014 17:06:52.722620 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.722625 1250 net.cpp:139] Memory required for data: 185851916 +I1014 17:06:52.722640 1250 layer_factory.hpp:77] Creating layer res4b1_branch2b_relu +I1014 17:06:52.722651 1250 net.cpp:86] Creating Layer res4b1_branch2b_relu +I1014 17:06:52.722656 1250 net.cpp:408] res4b1_branch2b_relu <- res4b1_branch2b +I1014 17:06:52.722668 1250 net.cpp:369] res4b1_branch2b_relu -> res4b1_branch2b (in-place) +I1014 17:06:52.723193 1250 net.cpp:124] Setting up res4b1_branch2b_relu +I1014 17:06:52.723212 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.723219 1250 net.cpp:139] Memory required for data: 186052620 +I1014 17:06:52.723227 1250 layer_factory.hpp:77] Creating layer res4b1_branch2c +I1014 17:06:52.723246 1250 net.cpp:86] Creating Layer res4b1_branch2c +I1014 17:06:52.723254 1250 net.cpp:408] res4b1_branch2c <- res4b1_branch2b +I1014 17:06:52.723268 1250 net.cpp:382] res4b1_branch2c -> res4b1_branch2c +I1014 17:06:52.731470 1250 net.cpp:124] Setting up res4b1_branch2c +I1014 17:06:52.731513 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.731521 1250 net.cpp:139] Memory required for data: 186855436 +I1014 17:06:52.731535 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2c +I1014 17:06:52.731555 1250 net.cpp:86] Creating Layer bn4b1_branch2c +I1014 17:06:52.731587 1250 net.cpp:408] bn4b1_branch2c <- res4b1_branch2c +I1014 17:06:52.731602 1250 net.cpp:369] bn4b1_branch2c -> res4b1_branch2c (in-place) +I1014 17:06:52.732098 1250 net.cpp:124] Setting up bn4b1_branch2c +I1014 17:06:52.732111 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.732117 1250 net.cpp:139] Memory required for data: 187658252 +I1014 17:06:52.732131 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2c +I1014 17:06:52.732146 1250 net.cpp:86] Creating Layer scale4b1_branch2c +I1014 17:06:52.732153 1250 net.cpp:408] scale4b1_branch2c <- res4b1_branch2c +I1014 17:06:52.732162 1250 net.cpp:369] scale4b1_branch2c -> res4b1_branch2c (in-place) +I1014 17:06:52.732246 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2c +I1014 17:06:52.732517 1250 net.cpp:124] Setting up scale4b1_branch2c +I1014 17:06:52.732527 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.732533 1250 net.cpp:139] Memory required for data: 188461068 +I1014 17:06:52.732547 1250 layer_factory.hpp:77] Creating layer res4b1 +I1014 17:06:52.732558 1250 net.cpp:86] Creating Layer res4b1 +I1014 17:06:52.732564 1250 net.cpp:408] res4b1 <- res4a_res4a_relu_0_split_1 +I1014 17:06:52.732573 1250 net.cpp:408] res4b1 <- res4b1_branch2c +I1014 17:06:52.732584 1250 net.cpp:382] res4b1 -> res4b1 +I1014 17:06:52.732640 1250 net.cpp:124] Setting up res4b1 +I1014 17:06:52.732650 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.732656 1250 net.cpp:139] Memory required for data: 189263884 +I1014 17:06:52.732661 1250 layer_factory.hpp:77] Creating layer res4b1_relu +I1014 17:06:52.732671 1250 net.cpp:86] Creating Layer res4b1_relu +I1014 17:06:52.732677 1250 net.cpp:408] res4b1_relu <- res4b1 +I1014 17:06:52.732686 1250 net.cpp:369] res4b1_relu -> res4b1 (in-place) +I1014 17:06:52.734189 1250 net.cpp:124] Setting up res4b1_relu +I1014 17:06:52.734208 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.734215 1250 net.cpp:139] Memory required for data: 190066700 +I1014 17:06:52.734222 1250 layer_factory.hpp:77] Creating layer res4b1_res4b1_relu_0_split +I1014 17:06:52.734241 1250 net.cpp:86] Creating Layer res4b1_res4b1_relu_0_split +I1014 17:06:52.734248 1250 net.cpp:408] res4b1_res4b1_relu_0_split <- res4b1 +I1014 17:06:52.734261 1250 net.cpp:382] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_0 +I1014 17:06:52.734274 1250 net.cpp:382] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_1 +I1014 17:06:52.734371 1250 net.cpp:124] Setting up res4b1_res4b1_relu_0_split +I1014 17:06:52.734382 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.734390 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.734396 1250 net.cpp:139] Memory required for data: 191672332 +I1014 17:06:52.734402 1250 layer_factory.hpp:77] Creating layer res4b2_branch2a +I1014 17:06:52.734421 1250 net.cpp:86] Creating Layer res4b2_branch2a +I1014 17:06:52.734428 1250 net.cpp:408] res4b2_branch2a <- res4b1_res4b1_relu_0_split_0 +I1014 17:06:52.734441 1250 net.cpp:382] res4b2_branch2a -> res4b2_branch2a +I1014 17:06:52.738509 1250 net.cpp:124] Setting up res4b2_branch2a +I1014 17:06:52.738548 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.738555 1250 net.cpp:139] Memory required for data: 191873036 +I1014 17:06:52.738566 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2a +I1014 17:06:52.738584 1250 net.cpp:86] Creating Layer bn4b2_branch2a +I1014 17:06:52.738591 1250 net.cpp:408] bn4b2_branch2a <- res4b2_branch2a +I1014 17:06:52.738602 1250 net.cpp:369] bn4b2_branch2a -> res4b2_branch2a (in-place) +I1014 17:06:52.739070 1250 net.cpp:124] Setting up bn4b2_branch2a +I1014 17:06:52.739081 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.739087 1250 net.cpp:139] Memory required for data: 192073740 +I1014 17:06:52.739101 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2a +I1014 17:06:52.739116 1250 net.cpp:86] Creating Layer scale4b2_branch2a +I1014 17:06:52.739122 1250 net.cpp:408] scale4b2_branch2a <- res4b2_branch2a +I1014 17:06:52.739131 1250 net.cpp:369] scale4b2_branch2a -> res4b2_branch2a (in-place) +I1014 17:06:52.739219 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2a +I1014 17:06:52.739476 1250 net.cpp:124] Setting up scale4b2_branch2a +I1014 17:06:52.739487 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.739492 1250 net.cpp:139] Memory required for data: 192274444 +I1014 17:06:52.739503 1250 layer_factory.hpp:77] Creating layer res4b2_branch2a_relu +I1014 17:06:52.739516 1250 net.cpp:86] Creating Layer res4b2_branch2a_relu +I1014 17:06:52.739523 1250 net.cpp:408] res4b2_branch2a_relu <- res4b2_branch2a +I1014 17:06:52.739533 1250 net.cpp:369] res4b2_branch2a_relu -> res4b2_branch2a (in-place) +I1014 17:06:52.741040 1250 net.cpp:124] Setting up res4b2_branch2a_relu +I1014 17:06:52.741066 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.741073 1250 net.cpp:139] Memory required for data: 192475148 +I1014 17:06:52.741080 1250 layer_factory.hpp:77] Creating layer res4b2_branch2b +I1014 17:06:52.741099 1250 net.cpp:86] Creating Layer res4b2_branch2b +I1014 17:06:52.741107 1250 net.cpp:408] res4b2_branch2b <- res4b2_branch2a +I1014 17:06:52.741120 1250 net.cpp:382] res4b2_branch2b -> res4b2_branch2b +I1014 17:06:52.748937 1250 net.cpp:124] Setting up res4b2_branch2b +I1014 17:06:52.748967 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.748975 1250 net.cpp:139] Memory required for data: 192675852 +I1014 17:06:52.748984 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2b +I1014 17:06:52.748998 1250 net.cpp:86] Creating Layer bn4b2_branch2b +I1014 17:06:52.749006 1250 net.cpp:408] bn4b2_branch2b <- res4b2_branch2b +I1014 17:06:52.749017 1250 net.cpp:369] bn4b2_branch2b -> res4b2_branch2b (in-place) +I1014 17:06:52.749475 1250 net.cpp:124] Setting up bn4b2_branch2b +I1014 17:06:52.749485 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.749490 1250 net.cpp:139] Memory required for data: 192876556 +I1014 17:06:52.749502 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2b +I1014 17:06:52.749517 1250 net.cpp:86] Creating Layer scale4b2_branch2b +I1014 17:06:52.749523 1250 net.cpp:408] scale4b2_branch2b <- res4b2_branch2b +I1014 17:06:52.749531 1250 net.cpp:369] scale4b2_branch2b -> res4b2_branch2b (in-place) +I1014 17:06:52.749608 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2b +I1014 17:06:52.749825 1250 net.cpp:124] Setting up scale4b2_branch2b +I1014 17:06:52.749833 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.749838 1250 net.cpp:139] Memory required for data: 193077260 +I1014 17:06:52.749847 1250 layer_factory.hpp:77] Creating layer res4b2_branch2b_relu +I1014 17:06:52.749855 1250 net.cpp:86] Creating Layer res4b2_branch2b_relu +I1014 17:06:52.749861 1250 net.cpp:408] res4b2_branch2b_relu <- res4b2_branch2b +I1014 17:06:52.749871 1250 net.cpp:369] res4b2_branch2b_relu -> res4b2_branch2b (in-place) +I1014 17:06:52.750239 1250 net.cpp:124] Setting up res4b2_branch2b_relu +I1014 17:06:52.750252 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.750257 1250 net.cpp:139] Memory required for data: 193277964 +I1014 17:06:52.750272 1250 layer_factory.hpp:77] Creating layer res4b2_branch2c +I1014 17:06:52.750288 1250 net.cpp:86] Creating Layer res4b2_branch2c +I1014 17:06:52.750293 1250 net.cpp:408] res4b2_branch2c <- res4b2_branch2b +I1014 17:06:52.750304 1250 net.cpp:382] res4b2_branch2c -> res4b2_branch2c +I1014 17:06:52.755388 1250 net.cpp:124] Setting up res4b2_branch2c +I1014 17:06:52.755411 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.755417 1250 net.cpp:139] Memory required for data: 194080780 +I1014 17:06:52.755425 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2c +I1014 17:06:52.755446 1250 net.cpp:86] Creating Layer bn4b2_branch2c +I1014 17:06:52.755452 1250 net.cpp:408] bn4b2_branch2c <- res4b2_branch2c +I1014 17:06:52.755462 1250 net.cpp:369] bn4b2_branch2c -> res4b2_branch2c (in-place) +I1014 17:06:52.755867 1250 net.cpp:124] Setting up bn4b2_branch2c +I1014 17:06:52.755880 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.755885 1250 net.cpp:139] Memory required for data: 194883596 +I1014 17:06:52.755897 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2c +I1014 17:06:52.755905 1250 net.cpp:86] Creating Layer scale4b2_branch2c +I1014 17:06:52.755911 1250 net.cpp:408] scale4b2_branch2c <- res4b2_branch2c +I1014 17:06:52.755920 1250 net.cpp:369] scale4b2_branch2c -> res4b2_branch2c (in-place) +I1014 17:06:52.755985 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2c +I1014 17:06:52.756198 1250 net.cpp:124] Setting up scale4b2_branch2c +I1014 17:06:52.756211 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.756216 1250 net.cpp:139] Memory required for data: 195686412 +I1014 17:06:52.756224 1250 layer_factory.hpp:77] Creating layer res4b2 +I1014 17:06:52.756232 1250 net.cpp:86] Creating Layer res4b2 +I1014 17:06:52.756237 1250 net.cpp:408] res4b2 <- res4b1_res4b1_relu_0_split_1 +I1014 17:06:52.756243 1250 net.cpp:408] res4b2 <- res4b2_branch2c +I1014 17:06:52.756252 1250 net.cpp:382] res4b2 -> res4b2 +I1014 17:06:52.756296 1250 net.cpp:124] Setting up res4b2 +I1014 17:06:52.756304 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.756309 1250 net.cpp:139] Memory required for data: 196489228 +I1014 17:06:52.756315 1250 layer_factory.hpp:77] Creating layer res4b2_relu +I1014 17:06:52.756325 1250 net.cpp:86] Creating Layer res4b2_relu +I1014 17:06:52.756330 1250 net.cpp:408] res4b2_relu <- res4b2 +I1014 17:06:52.756335 1250 net.cpp:369] res4b2_relu -> res4b2 (in-place) +I1014 17:06:52.757534 1250 net.cpp:124] Setting up res4b2_relu +I1014 17:06:52.757550 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.757555 1250 net.cpp:139] Memory required for data: 197292044 +I1014 17:06:52.757560 1250 layer_factory.hpp:77] Creating layer res4b2_res4b2_relu_0_split +I1014 17:06:52.757570 1250 net.cpp:86] Creating Layer res4b2_res4b2_relu_0_split +I1014 17:06:52.757575 1250 net.cpp:408] res4b2_res4b2_relu_0_split <- res4b2 +I1014 17:06:52.757586 1250 net.cpp:382] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_0 +I1014 17:06:52.757596 1250 net.cpp:382] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_1 +I1014 17:06:52.757674 1250 net.cpp:124] Setting up res4b2_res4b2_relu_0_split +I1014 17:06:52.757683 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.757689 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.757694 1250 net.cpp:139] Memory required for data: 198897676 +I1014 17:06:52.757699 1250 layer_factory.hpp:77] Creating layer res4b3_branch2a +I1014 17:06:52.757714 1250 net.cpp:86] Creating Layer res4b3_branch2a +I1014 17:06:52.757719 1250 net.cpp:408] res4b3_branch2a <- res4b2_res4b2_relu_0_split_0 +I1014 17:06:52.757726 1250 net.cpp:382] res4b3_branch2a -> res4b3_branch2a +I1014 17:06:52.761854 1250 net.cpp:124] Setting up res4b3_branch2a +I1014 17:06:52.761876 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.761883 1250 net.cpp:139] Memory required for data: 199098380 +I1014 17:06:52.761890 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2a +I1014 17:06:52.761909 1250 net.cpp:86] Creating Layer bn4b3_branch2a +I1014 17:06:52.761915 1250 net.cpp:408] bn4b3_branch2a <- res4b3_branch2a +I1014 17:06:52.761924 1250 net.cpp:369] bn4b3_branch2a -> res4b3_branch2a (in-place) +I1014 17:06:52.762303 1250 net.cpp:124] Setting up bn4b3_branch2a +I1014 17:06:52.762313 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.762317 1250 net.cpp:139] Memory required for data: 199299084 +I1014 17:06:52.762331 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2a +I1014 17:06:52.762339 1250 net.cpp:86] Creating Layer scale4b3_branch2a +I1014 17:06:52.762344 1250 net.cpp:408] scale4b3_branch2a <- res4b3_branch2a +I1014 17:06:52.762354 1250 net.cpp:369] scale4b3_branch2a -> res4b3_branch2a (in-place) +I1014 17:06:52.762423 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2a +I1014 17:06:52.762625 1250 net.cpp:124] Setting up scale4b3_branch2a +I1014 17:06:52.762636 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.762640 1250 net.cpp:139] Memory required for data: 199499788 +I1014 17:06:52.762650 1250 layer_factory.hpp:77] Creating layer res4b3_branch2a_relu +I1014 17:06:52.762658 1250 net.cpp:86] Creating Layer res4b3_branch2a_relu +I1014 17:06:52.762663 1250 net.cpp:408] res4b3_branch2a_relu <- res4b3_branch2a +I1014 17:06:52.762670 1250 net.cpp:369] res4b3_branch2a_relu -> res4b3_branch2a (in-place) +I1014 17:06:52.763877 1250 net.cpp:124] Setting up res4b3_branch2a_relu +I1014 17:06:52.763897 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.763902 1250 net.cpp:139] Memory required for data: 199700492 +I1014 17:06:52.763907 1250 layer_factory.hpp:77] Creating layer res4b3_branch2b +I1014 17:06:52.763924 1250 net.cpp:86] Creating Layer res4b3_branch2b +I1014 17:06:52.763931 1250 net.cpp:408] res4b3_branch2b <- res4b3_branch2a +I1014 17:06:52.763942 1250 net.cpp:382] res4b3_branch2b -> res4b3_branch2b +I1014 17:06:52.769825 1250 net.cpp:124] Setting up res4b3_branch2b +I1014 17:06:52.769847 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.769852 1250 net.cpp:139] Memory required for data: 199901196 +I1014 17:06:52.769860 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2b +I1014 17:06:52.769879 1250 net.cpp:86] Creating Layer bn4b3_branch2b +I1014 17:06:52.769884 1250 net.cpp:408] bn4b3_branch2b <- res4b3_branch2b +I1014 17:06:52.769891 1250 net.cpp:369] bn4b3_branch2b -> res4b3_branch2b (in-place) +I1014 17:06:52.770256 1250 net.cpp:124] Setting up bn4b3_branch2b +I1014 17:06:52.770265 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.770270 1250 net.cpp:139] Memory required for data: 200101900 +I1014 17:06:52.770280 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2b +I1014 17:06:52.770295 1250 net.cpp:86] Creating Layer scale4b3_branch2b +I1014 17:06:52.770301 1250 net.cpp:408] scale4b3_branch2b <- res4b3_branch2b +I1014 17:06:52.770308 1250 net.cpp:369] scale4b3_branch2b -> res4b3_branch2b (in-place) +I1014 17:06:52.770377 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2b +I1014 17:06:52.770572 1250 net.cpp:124] Setting up scale4b3_branch2b +I1014 17:06:52.770581 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.770586 1250 net.cpp:139] Memory required for data: 200302604 +I1014 17:06:52.770593 1250 layer_factory.hpp:77] Creating layer res4b3_branch2b_relu +I1014 17:06:52.770602 1250 net.cpp:86] Creating Layer res4b3_branch2b_relu +I1014 17:06:52.770607 1250 net.cpp:408] res4b3_branch2b_relu <- res4b3_branch2b +I1014 17:06:52.770613 1250 net.cpp:369] res4b3_branch2b_relu -> res4b3_branch2b (in-place) +I1014 17:06:52.770922 1250 net.cpp:124] Setting up res4b3_branch2b_relu +I1014 17:06:52.770934 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.770938 1250 net.cpp:139] Memory required for data: 200503308 +I1014 17:06:52.770944 1250 layer_factory.hpp:77] Creating layer res4b3_branch2c +I1014 17:06:52.770957 1250 net.cpp:86] Creating Layer res4b3_branch2c +I1014 17:06:52.770962 1250 net.cpp:408] res4b3_branch2c <- res4b3_branch2b +I1014 17:06:52.770977 1250 net.cpp:382] res4b3_branch2c -> res4b3_branch2c +I1014 17:06:52.777451 1250 net.cpp:124] Setting up res4b3_branch2c +I1014 17:06:52.777472 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.777477 1250 net.cpp:139] Memory required for data: 201306124 +I1014 17:06:52.777487 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2c +I1014 17:06:52.777499 1250 net.cpp:86] Creating Layer bn4b3_branch2c +I1014 17:06:52.777504 1250 net.cpp:408] bn4b3_branch2c <- res4b3_branch2c +I1014 17:06:52.777514 1250 net.cpp:369] bn4b3_branch2c -> res4b3_branch2c (in-place) +I1014 17:06:52.777856 1250 net.cpp:124] Setting up bn4b3_branch2c +I1014 17:06:52.777865 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.777869 1250 net.cpp:139] Memory required for data: 202108940 +I1014 17:06:52.777878 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2c +I1014 17:06:52.777890 1250 net.cpp:86] Creating Layer scale4b3_branch2c +I1014 17:06:52.777895 1250 net.cpp:408] scale4b3_branch2c <- res4b3_branch2c +I1014 17:06:52.777901 1250 net.cpp:369] scale4b3_branch2c -> res4b3_branch2c (in-place) +I1014 17:06:52.777958 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2c +I1014 17:06:52.778153 1250 net.cpp:124] Setting up scale4b3_branch2c +I1014 17:06:52.778162 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.778167 1250 net.cpp:139] Memory required for data: 202911756 +I1014 17:06:52.778173 1250 layer_factory.hpp:77] Creating layer res4b3 +I1014 17:06:52.778180 1250 net.cpp:86] Creating Layer res4b3 +I1014 17:06:52.778185 1250 net.cpp:408] res4b3 <- res4b2_res4b2_relu_0_split_1 +I1014 17:06:52.778192 1250 net.cpp:408] res4b3 <- res4b3_branch2c +I1014 17:06:52.778199 1250 net.cpp:382] res4b3 -> res4b3 +I1014 17:06:52.778237 1250 net.cpp:124] Setting up res4b3 +I1014 17:06:52.778247 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.778251 1250 net.cpp:139] Memory required for data: 203714572 +I1014 17:06:52.778255 1250 layer_factory.hpp:77] Creating layer res4b3_relu +I1014 17:06:52.778264 1250 net.cpp:86] Creating Layer res4b3_relu +I1014 17:06:52.778268 1250 net.cpp:408] res4b3_relu <- res4b3 +I1014 17:06:52.778273 1250 net.cpp:369] res4b3_relu -> res4b3 (in-place) +I1014 17:06:52.779600 1250 net.cpp:124] Setting up res4b3_relu +I1014 17:06:52.779620 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.779625 1250 net.cpp:139] Memory required for data: 204517388 +I1014 17:06:52.779631 1250 layer_factory.hpp:77] Creating layer res4b3_res4b3_relu_0_split +I1014 17:06:52.779642 1250 net.cpp:86] Creating Layer res4b3_res4b3_relu_0_split +I1014 17:06:52.779647 1250 net.cpp:408] res4b3_res4b3_relu_0_split <- res4b3 +I1014 17:06:52.779654 1250 net.cpp:382] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_0 +I1014 17:06:52.779665 1250 net.cpp:382] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_1 +I1014 17:06:52.779741 1250 net.cpp:124] Setting up res4b3_res4b3_relu_0_split +I1014 17:06:52.779748 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.779753 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.779757 1250 net.cpp:139] Memory required for data: 206123020 +I1014 17:06:52.779762 1250 layer_factory.hpp:77] Creating layer res4b4_branch2a +I1014 17:06:52.779772 1250 net.cpp:86] Creating Layer res4b4_branch2a +I1014 17:06:52.779778 1250 net.cpp:408] res4b4_branch2a <- res4b3_res4b3_relu_0_split_0 +I1014 17:06:52.779785 1250 net.cpp:382] res4b4_branch2a -> res4b4_branch2a +I1014 17:06:52.782801 1250 net.cpp:124] Setting up res4b4_branch2a +I1014 17:06:52.782817 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.782822 1250 net.cpp:139] Memory required for data: 206323724 +I1014 17:06:52.782829 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2a +I1014 17:06:52.782840 1250 net.cpp:86] Creating Layer bn4b4_branch2a +I1014 17:06:52.782846 1250 net.cpp:408] bn4b4_branch2a <- res4b4_branch2a +I1014 17:06:52.782855 1250 net.cpp:369] bn4b4_branch2a -> res4b4_branch2a (in-place) +I1014 17:06:52.783202 1250 net.cpp:124] Setting up bn4b4_branch2a +I1014 17:06:52.783211 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.783215 1250 net.cpp:139] Memory required for data: 206524428 +I1014 17:06:52.783226 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2a +I1014 17:06:52.783236 1250 net.cpp:86] Creating Layer scale4b4_branch2a +I1014 17:06:52.783241 1250 net.cpp:408] scale4b4_branch2a <- res4b4_branch2a +I1014 17:06:52.783248 1250 net.cpp:369] scale4b4_branch2a -> res4b4_branch2a (in-place) +I1014 17:06:52.783314 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2a +I1014 17:06:52.783504 1250 net.cpp:124] Setting up scale4b4_branch2a +I1014 17:06:52.783512 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.783516 1250 net.cpp:139] Memory required for data: 206725132 +I1014 17:06:52.783526 1250 layer_factory.hpp:77] Creating layer res4b4_branch2a_relu +I1014 17:06:52.783534 1250 net.cpp:86] Creating Layer res4b4_branch2a_relu +I1014 17:06:52.783537 1250 net.cpp:408] res4b4_branch2a_relu <- res4b4_branch2a +I1014 17:06:52.783545 1250 net.cpp:369] res4b4_branch2a_relu -> res4b4_branch2a (in-place) +I1014 17:06:52.784628 1250 net.cpp:124] Setting up res4b4_branch2a_relu +I1014 17:06:52.784647 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.784652 1250 net.cpp:139] Memory required for data: 206925836 +I1014 17:06:52.784657 1250 layer_factory.hpp:77] Creating layer res4b4_branch2b +I1014 17:06:52.784668 1250 net.cpp:86] Creating Layer res4b4_branch2b +I1014 17:06:52.784674 1250 net.cpp:408] res4b4_branch2b <- res4b4_branch2a +I1014 17:06:52.784682 1250 net.cpp:382] res4b4_branch2b -> res4b4_branch2b +I1014 17:06:52.790817 1250 net.cpp:124] Setting up res4b4_branch2b +I1014 17:06:52.790838 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.790841 1250 net.cpp:139] Memory required for data: 207126540 +I1014 17:06:52.790849 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2b +I1014 17:06:52.790868 1250 net.cpp:86] Creating Layer bn4b4_branch2b +I1014 17:06:52.790874 1250 net.cpp:408] bn4b4_branch2b <- res4b4_branch2b +I1014 17:06:52.790881 1250 net.cpp:369] bn4b4_branch2b -> res4b4_branch2b (in-place) +I1014 17:06:52.791223 1250 net.cpp:124] Setting up bn4b4_branch2b +I1014 17:06:52.791230 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.791234 1250 net.cpp:139] Memory required for data: 207327244 +I1014 17:06:52.791244 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2b +I1014 17:06:52.791254 1250 net.cpp:86] Creating Layer scale4b4_branch2b +I1014 17:06:52.791259 1250 net.cpp:408] scale4b4_branch2b <- res4b4_branch2b +I1014 17:06:52.791266 1250 net.cpp:369] scale4b4_branch2b -> res4b4_branch2b (in-place) +I1014 17:06:52.791329 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2b +I1014 17:06:52.791512 1250 net.cpp:124] Setting up scale4b4_branch2b +I1014 17:06:52.791520 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.791523 1250 net.cpp:139] Memory required for data: 207527948 +I1014 17:06:52.791532 1250 layer_factory.hpp:77] Creating layer res4b4_branch2b_relu +I1014 17:06:52.791538 1250 net.cpp:86] Creating Layer res4b4_branch2b_relu +I1014 17:06:52.791543 1250 net.cpp:408] res4b4_branch2b_relu <- res4b4_branch2b +I1014 17:06:52.791548 1250 net.cpp:369] res4b4_branch2b_relu -> res4b4_branch2b (in-place) +I1014 17:06:52.791844 1250 net.cpp:124] Setting up res4b4_branch2b_relu +I1014 17:06:52.791859 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.791863 1250 net.cpp:139] Memory required for data: 207728652 +I1014 17:06:52.791868 1250 layer_factory.hpp:77] Creating layer res4b4_branch2c +I1014 17:06:52.791880 1250 net.cpp:86] Creating Layer res4b4_branch2c +I1014 17:06:52.791885 1250 net.cpp:408] res4b4_branch2c <- res4b4_branch2b +I1014 17:06:52.791893 1250 net.cpp:382] res4b4_branch2c -> res4b4_branch2c +I1014 17:06:52.795805 1250 net.cpp:124] Setting up res4b4_branch2c +I1014 17:06:52.795825 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.795840 1250 net.cpp:139] Memory required for data: 208531468 +I1014 17:06:52.795847 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2c +I1014 17:06:52.795855 1250 net.cpp:86] Creating Layer bn4b4_branch2c +I1014 17:06:52.795861 1250 net.cpp:408] bn4b4_branch2c <- res4b4_branch2c +I1014 17:06:52.795869 1250 net.cpp:369] bn4b4_branch2c -> res4b4_branch2c (in-place) +I1014 17:06:52.796208 1250 net.cpp:124] Setting up bn4b4_branch2c +I1014 17:06:52.796216 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.796221 1250 net.cpp:139] Memory required for data: 209334284 +I1014 17:06:52.796231 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2c +I1014 17:06:52.796239 1250 net.cpp:86] Creating Layer scale4b4_branch2c +I1014 17:06:52.796244 1250 net.cpp:408] scale4b4_branch2c <- res4b4_branch2c +I1014 17:06:52.796249 1250 net.cpp:369] scale4b4_branch2c -> res4b4_branch2c (in-place) +I1014 17:06:52.796309 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2c +I1014 17:06:52.796497 1250 net.cpp:124] Setting up scale4b4_branch2c +I1014 17:06:52.796505 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.796509 1250 net.cpp:139] Memory required for data: 210137100 +I1014 17:06:52.796516 1250 layer_factory.hpp:77] Creating layer res4b4 +I1014 17:06:52.796526 1250 net.cpp:86] Creating Layer res4b4 +I1014 17:06:52.796531 1250 net.cpp:408] res4b4 <- res4b3_res4b3_relu_0_split_1 +I1014 17:06:52.796536 1250 net.cpp:408] res4b4 <- res4b4_branch2c +I1014 17:06:52.796542 1250 net.cpp:382] res4b4 -> res4b4 +I1014 17:06:52.796582 1250 net.cpp:124] Setting up res4b4 +I1014 17:06:52.796589 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.796593 1250 net.cpp:139] Memory required for data: 210939916 +I1014 17:06:52.796597 1250 layer_factory.hpp:77] Creating layer res4b4_relu +I1014 17:06:52.796603 1250 net.cpp:86] Creating Layer res4b4_relu +I1014 17:06:52.796607 1250 net.cpp:408] res4b4_relu <- res4b4 +I1014 17:06:52.796614 1250 net.cpp:369] res4b4_relu -> res4b4 (in-place) +I1014 17:06:52.797668 1250 net.cpp:124] Setting up res4b4_relu +I1014 17:06:52.797683 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.797686 1250 net.cpp:139] Memory required for data: 211742732 +I1014 17:06:52.797690 1250 layer_factory.hpp:77] Creating layer res4b4_res4b4_relu_0_split +I1014 17:06:52.797698 1250 net.cpp:86] Creating Layer res4b4_res4b4_relu_0_split +I1014 17:06:52.797703 1250 net.cpp:408] res4b4_res4b4_relu_0_split <- res4b4 +I1014 17:06:52.797709 1250 net.cpp:382] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_0 +I1014 17:06:52.797720 1250 net.cpp:382] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_1 +I1014 17:06:52.797791 1250 net.cpp:124] Setting up res4b4_res4b4_relu_0_split +I1014 17:06:52.797798 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.797804 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.797807 1250 net.cpp:139] Memory required for data: 213348364 +I1014 17:06:52.797812 1250 layer_factory.hpp:77] Creating layer res4b5_branch2a +I1014 17:06:52.797823 1250 net.cpp:86] Creating Layer res4b5_branch2a +I1014 17:06:52.797828 1250 net.cpp:408] res4b5_branch2a <- res4b4_res4b4_relu_0_split_0 +I1014 17:06:52.797837 1250 net.cpp:382] res4b5_branch2a -> res4b5_branch2a +I1014 17:06:52.800798 1250 net.cpp:124] Setting up res4b5_branch2a +I1014 17:06:52.800819 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.800824 1250 net.cpp:139] Memory required for data: 213549068 +I1014 17:06:52.800832 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2a +I1014 17:06:52.800840 1250 net.cpp:86] Creating Layer bn4b5_branch2a +I1014 17:06:52.800845 1250 net.cpp:408] bn4b5_branch2a <- res4b5_branch2a +I1014 17:06:52.800853 1250 net.cpp:369] bn4b5_branch2a -> res4b5_branch2a (in-place) +I1014 17:06:52.801172 1250 net.cpp:124] Setting up bn4b5_branch2a +I1014 17:06:52.801179 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.801183 1250 net.cpp:139] Memory required for data: 213749772 +I1014 17:06:52.801199 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2a +I1014 17:06:52.801208 1250 net.cpp:86] Creating Layer scale4b5_branch2a +I1014 17:06:52.801211 1250 net.cpp:408] scale4b5_branch2a <- res4b5_branch2a +I1014 17:06:52.801218 1250 net.cpp:369] scale4b5_branch2a -> res4b5_branch2a (in-place) +I1014 17:06:52.801278 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2a +I1014 17:06:52.801452 1250 net.cpp:124] Setting up scale4b5_branch2a +I1014 17:06:52.801460 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.801463 1250 net.cpp:139] Memory required for data: 213950476 +I1014 17:06:52.801470 1250 layer_factory.hpp:77] Creating layer res4b5_branch2a_relu +I1014 17:06:52.801476 1250 net.cpp:86] Creating Layer res4b5_branch2a_relu +I1014 17:06:52.801481 1250 net.cpp:408] res4b5_branch2a_relu <- res4b5_branch2a +I1014 17:06:52.801487 1250 net.cpp:369] res4b5_branch2a_relu -> res4b5_branch2a (in-place) +I1014 17:06:52.802707 1250 net.cpp:124] Setting up res4b5_branch2a_relu +I1014 17:06:52.802721 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.802726 1250 net.cpp:139] Memory required for data: 214151180 +I1014 17:06:52.802731 1250 layer_factory.hpp:77] Creating layer res4b5_branch2b +I1014 17:06:52.802743 1250 net.cpp:86] Creating Layer res4b5_branch2b +I1014 17:06:52.802748 1250 net.cpp:408] res4b5_branch2b <- res4b5_branch2a +I1014 17:06:52.802757 1250 net.cpp:382] res4b5_branch2b -> res4b5_branch2b +I1014 17:06:52.808578 1250 net.cpp:124] Setting up res4b5_branch2b +I1014 17:06:52.808595 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.808600 1250 net.cpp:139] Memory required for data: 214351884 +I1014 17:06:52.808609 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2b +I1014 17:06:52.808627 1250 net.cpp:86] Creating Layer bn4b5_branch2b +I1014 17:06:52.808632 1250 net.cpp:408] bn4b5_branch2b <- res4b5_branch2b +I1014 17:06:52.808640 1250 net.cpp:369] bn4b5_branch2b -> res4b5_branch2b (in-place) +I1014 17:06:52.808969 1250 net.cpp:124] Setting up bn4b5_branch2b +I1014 17:06:52.808975 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.808979 1250 net.cpp:139] Memory required for data: 214552588 +I1014 17:06:52.808989 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2b +I1014 17:06:52.808998 1250 net.cpp:86] Creating Layer scale4b5_branch2b +I1014 17:06:52.809002 1250 net.cpp:408] scale4b5_branch2b <- res4b5_branch2b +I1014 17:06:52.809008 1250 net.cpp:369] scale4b5_branch2b -> res4b5_branch2b (in-place) +I1014 17:06:52.809072 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2b +I1014 17:06:52.809260 1250 net.cpp:124] Setting up scale4b5_branch2b +I1014 17:06:52.809267 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.809272 1250 net.cpp:139] Memory required for data: 214753292 +I1014 17:06:52.809278 1250 layer_factory.hpp:77] Creating layer res4b5_branch2b_relu +I1014 17:06:52.809286 1250 net.cpp:86] Creating Layer res4b5_branch2b_relu +I1014 17:06:52.809291 1250 net.cpp:408] res4b5_branch2b_relu <- res4b5_branch2b +I1014 17:06:52.809298 1250 net.cpp:369] res4b5_branch2b_relu -> res4b5_branch2b (in-place) +I1014 17:06:52.809571 1250 net.cpp:124] Setting up res4b5_branch2b_relu +I1014 17:06:52.809581 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.809586 1250 net.cpp:139] Memory required for data: 214953996 +I1014 17:06:52.809589 1250 layer_factory.hpp:77] Creating layer res4b5_branch2c +I1014 17:06:52.809599 1250 net.cpp:86] Creating Layer res4b5_branch2c +I1014 17:06:52.809604 1250 net.cpp:408] res4b5_branch2c <- res4b5_branch2b +I1014 17:06:52.809612 1250 net.cpp:382] res4b5_branch2c -> res4b5_branch2c +I1014 17:06:52.813598 1250 net.cpp:124] Setting up res4b5_branch2c +I1014 17:06:52.813624 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.813628 1250 net.cpp:139] Memory required for data: 215756812 +I1014 17:06:52.813635 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2c +I1014 17:06:52.813647 1250 net.cpp:86] Creating Layer bn4b5_branch2c +I1014 17:06:52.813652 1250 net.cpp:408] bn4b5_branch2c <- res4b5_branch2c +I1014 17:06:52.813675 1250 net.cpp:369] bn4b5_branch2c -> res4b5_branch2c (in-place) +I1014 17:06:52.813947 1250 net.cpp:124] Setting up bn4b5_branch2c +I1014 17:06:52.813953 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.813956 1250 net.cpp:139] Memory required for data: 216559628 +I1014 17:06:52.813968 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2c +I1014 17:06:52.813990 1250 net.cpp:86] Creating Layer scale4b5_branch2c +I1014 17:06:52.813997 1250 net.cpp:408] scale4b5_branch2c <- res4b5_branch2c +I1014 17:06:52.814004 1250 net.cpp:369] scale4b5_branch2c -> res4b5_branch2c (in-place) +I1014 17:06:52.814076 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2c +I1014 17:06:52.814256 1250 net.cpp:124] Setting up scale4b5_branch2c +I1014 17:06:52.814267 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.814272 1250 net.cpp:139] Memory required for data: 217362444 +I1014 17:06:52.814306 1250 layer_factory.hpp:77] Creating layer res4b5 +I1014 17:06:52.814316 1250 net.cpp:86] Creating Layer res4b5 +I1014 17:06:52.814321 1250 net.cpp:408] res4b5 <- res4b4_res4b4_relu_0_split_1 +I1014 17:06:52.814326 1250 net.cpp:408] res4b5 <- res4b5_branch2c +I1014 17:06:52.814330 1250 net.cpp:382] res4b5 -> res4b5 +I1014 17:06:52.814369 1250 net.cpp:124] Setting up res4b5 +I1014 17:06:52.814376 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.814381 1250 net.cpp:139] Memory required for data: 218165260 +I1014 17:06:52.814386 1250 layer_factory.hpp:77] Creating layer res4b5_relu +I1014 17:06:52.814398 1250 net.cpp:86] Creating Layer res4b5_relu +I1014 17:06:52.814402 1250 net.cpp:408] res4b5_relu <- res4b5 +I1014 17:06:52.814409 1250 net.cpp:369] res4b5_relu -> res4b5 (in-place) +I1014 17:06:52.815279 1250 net.cpp:124] Setting up res4b5_relu +I1014 17:06:52.815289 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.815292 1250 net.cpp:139] Memory required for data: 218968076 +I1014 17:06:52.815296 1250 layer_factory.hpp:77] Creating layer res4b5_res4b5_relu_0_split +I1014 17:06:52.815304 1250 net.cpp:86] Creating Layer res4b5_res4b5_relu_0_split +I1014 17:06:52.815307 1250 net.cpp:408] res4b5_res4b5_relu_0_split <- res4b5 +I1014 17:06:52.815312 1250 net.cpp:382] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_0 +I1014 17:06:52.815320 1250 net.cpp:382] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_1 +I1014 17:06:52.815376 1250 net.cpp:124] Setting up res4b5_res4b5_relu_0_split +I1014 17:06:52.815382 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.815387 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.815388 1250 net.cpp:139] Memory required for data: 220573708 +I1014 17:06:52.815392 1250 layer_factory.hpp:77] Creating layer res4b6_branch2a +I1014 17:06:52.815400 1250 net.cpp:86] Creating Layer res4b6_branch2a +I1014 17:06:52.815403 1250 net.cpp:408] res4b6_branch2a <- res4b5_res4b5_relu_0_split_0 +I1014 17:06:52.815408 1250 net.cpp:382] res4b6_branch2a -> res4b6_branch2a +I1014 17:06:52.817898 1250 net.cpp:124] Setting up res4b6_branch2a +I1014 17:06:52.817914 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.817917 1250 net.cpp:139] Memory required for data: 220774412 +I1014 17:06:52.817929 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2a +I1014 17:06:52.817945 1250 net.cpp:86] Creating Layer bn4b6_branch2a +I1014 17:06:52.817948 1250 net.cpp:408] bn4b6_branch2a <- res4b6_branch2a +I1014 17:06:52.817955 1250 net.cpp:369] bn4b6_branch2a -> res4b6_branch2a (in-place) +I1014 17:06:52.818284 1250 net.cpp:124] Setting up bn4b6_branch2a +I1014 17:06:52.818292 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.818295 1250 net.cpp:139] Memory required for data: 220975116 +I1014 17:06:52.818302 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2a +I1014 17:06:52.818310 1250 net.cpp:86] Creating Layer scale4b6_branch2a +I1014 17:06:52.818315 1250 net.cpp:408] scale4b6_branch2a <- res4b6_branch2a +I1014 17:06:52.818323 1250 net.cpp:369] scale4b6_branch2a -> res4b6_branch2a (in-place) +I1014 17:06:52.818377 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2a +I1014 17:06:52.818573 1250 net.cpp:124] Setting up scale4b6_branch2a +I1014 17:06:52.818583 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.818584 1250 net.cpp:139] Memory required for data: 221175820 +I1014 17:06:52.818590 1250 layer_factory.hpp:77] Creating layer res4b6_branch2a_relu +I1014 17:06:52.818598 1250 net.cpp:86] Creating Layer res4b6_branch2a_relu +I1014 17:06:52.818601 1250 net.cpp:408] res4b6_branch2a_relu <- res4b6_branch2a +I1014 17:06:52.818605 1250 net.cpp:369] res4b6_branch2a_relu -> res4b6_branch2a (in-place) +I1014 17:06:52.819473 1250 net.cpp:124] Setting up res4b6_branch2a_relu +I1014 17:06:52.819488 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.819494 1250 net.cpp:139] Memory required for data: 221376524 +I1014 17:06:52.819499 1250 layer_factory.hpp:77] Creating layer res4b6_branch2b +I1014 17:06:52.819517 1250 net.cpp:86] Creating Layer res4b6_branch2b +I1014 17:06:52.819525 1250 net.cpp:408] res4b6_branch2b <- res4b6_branch2a +I1014 17:06:52.819535 1250 net.cpp:382] res4b6_branch2b -> res4b6_branch2b +I1014 17:06:52.827677 1250 net.cpp:124] Setting up res4b6_branch2b +I1014 17:06:52.827738 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.827744 1250 net.cpp:139] Memory required for data: 221577228 +I1014 17:06:52.827811 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2b +I1014 17:06:52.827854 1250 net.cpp:86] Creating Layer bn4b6_branch2b +I1014 17:06:52.827864 1250 net.cpp:408] bn4b6_branch2b <- res4b6_branch2b +I1014 17:06:52.827879 1250 net.cpp:369] bn4b6_branch2b -> res4b6_branch2b (in-place) +I1014 17:06:52.828480 1250 net.cpp:124] Setting up bn4b6_branch2b +I1014 17:06:52.828495 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.828501 1250 net.cpp:139] Memory required for data: 221777932 +I1014 17:06:52.828519 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2b +I1014 17:06:52.828534 1250 net.cpp:86] Creating Layer scale4b6_branch2b +I1014 17:06:52.828541 1250 net.cpp:408] scale4b6_branch2b <- res4b6_branch2b +I1014 17:06:52.828554 1250 net.cpp:369] scale4b6_branch2b -> res4b6_branch2b (in-place) +I1014 17:06:52.828655 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2b +I1014 17:06:52.828956 1250 net.cpp:124] Setting up scale4b6_branch2b +I1014 17:06:52.828970 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.828976 1250 net.cpp:139] Memory required for data: 221978636 +I1014 17:06:52.828989 1250 layer_factory.hpp:77] Creating layer res4b6_branch2b_relu +I1014 17:06:52.829018 1250 net.cpp:86] Creating Layer res4b6_branch2b_relu +I1014 17:06:52.829025 1250 net.cpp:408] res4b6_branch2b_relu <- res4b6_branch2b +I1014 17:06:52.829035 1250 net.cpp:369] res4b6_branch2b_relu -> res4b6_branch2b (in-place) +I1014 17:06:52.829516 1250 net.cpp:124] Setting up res4b6_branch2b_relu +I1014 17:06:52.829535 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.829541 1250 net.cpp:139] Memory required for data: 222179340 +I1014 17:06:52.829548 1250 layer_factory.hpp:77] Creating layer res4b6_branch2c +I1014 17:06:52.829578 1250 net.cpp:86] Creating Layer res4b6_branch2c +I1014 17:06:52.829586 1250 net.cpp:408] res4b6_branch2c <- res4b6_branch2b +I1014 17:06:52.829597 1250 net.cpp:382] res4b6_branch2c -> res4b6_branch2c +I1014 17:06:52.835280 1250 net.cpp:124] Setting up res4b6_branch2c +I1014 17:06:52.835325 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.835340 1250 net.cpp:139] Memory required for data: 222982156 +I1014 17:06:52.835358 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2c +I1014 17:06:52.835372 1250 net.cpp:86] Creating Layer bn4b6_branch2c +I1014 17:06:52.835381 1250 net.cpp:408] bn4b6_branch2c <- res4b6_branch2c +I1014 17:06:52.835402 1250 net.cpp:369] bn4b6_branch2c -> res4b6_branch2c (in-place) +I1014 17:06:52.835973 1250 net.cpp:124] Setting up bn4b6_branch2c +I1014 17:06:52.835997 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.836014 1250 net.cpp:139] Memory required for data: 223784972 +I1014 17:06:52.836030 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2c +I1014 17:06:52.836046 1250 net.cpp:86] Creating Layer scale4b6_branch2c +I1014 17:06:52.836053 1250 net.cpp:408] scale4b6_branch2c <- res4b6_branch2c +I1014 17:06:52.836062 1250 net.cpp:369] scale4b6_branch2c -> res4b6_branch2c (in-place) +I1014 17:06:52.836159 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2c +I1014 17:06:52.836448 1250 net.cpp:124] Setting up scale4b6_branch2c +I1014 17:06:52.836462 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.836467 1250 net.cpp:139] Memory required for data: 224587788 +I1014 17:06:52.836478 1250 layer_factory.hpp:77] Creating layer res4b6 +I1014 17:06:52.836491 1250 net.cpp:86] Creating Layer res4b6 +I1014 17:06:52.836498 1250 net.cpp:408] res4b6 <- res4b5_res4b5_relu_0_split_1 +I1014 17:06:52.836508 1250 net.cpp:408] res4b6 <- res4b6_branch2c +I1014 17:06:52.836519 1250 net.cpp:382] res4b6 -> res4b6 +I1014 17:06:52.836602 1250 net.cpp:124] Setting up res4b6 +I1014 17:06:52.836627 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.836639 1250 net.cpp:139] Memory required for data: 225390604 +I1014 17:06:52.836650 1250 layer_factory.hpp:77] Creating layer res4b6_relu +I1014 17:06:52.836670 1250 net.cpp:86] Creating Layer res4b6_relu +I1014 17:06:52.836683 1250 net.cpp:408] res4b6_relu <- res4b6 +I1014 17:06:52.836702 1250 net.cpp:369] res4b6_relu -> res4b6 (in-place) +I1014 17:06:52.838224 1250 net.cpp:124] Setting up res4b6_relu +I1014 17:06:52.838254 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.838266 1250 net.cpp:139] Memory required for data: 226193420 +I1014 17:06:52.838306 1250 layer_factory.hpp:77] Creating layer res4b6_res4b6_relu_0_split +I1014 17:06:52.838341 1250 net.cpp:86] Creating Layer res4b6_res4b6_relu_0_split +I1014 17:06:52.838353 1250 net.cpp:408] res4b6_res4b6_relu_0_split <- res4b6 +I1014 17:06:52.838368 1250 net.cpp:382] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_0 +I1014 17:06:52.838392 1250 net.cpp:382] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_1 +I1014 17:06:52.838568 1250 net.cpp:124] Setting up res4b6_res4b6_relu_0_split +I1014 17:06:52.838583 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.838593 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.838598 1250 net.cpp:139] Memory required for data: 227799052 +I1014 17:06:52.838605 1250 layer_factory.hpp:77] Creating layer res4b7_branch2a +I1014 17:06:52.838629 1250 net.cpp:86] Creating Layer res4b7_branch2a +I1014 17:06:52.838636 1250 net.cpp:408] res4b7_branch2a <- res4b6_res4b6_relu_0_split_0 +I1014 17:06:52.838650 1250 net.cpp:382] res4b7_branch2a -> res4b7_branch2a +I1014 17:06:52.845739 1250 net.cpp:124] Setting up res4b7_branch2a +I1014 17:06:52.845777 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.845785 1250 net.cpp:139] Memory required for data: 227999756 +I1014 17:06:52.845798 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2a +I1014 17:06:52.845814 1250 net.cpp:86] Creating Layer bn4b7_branch2a +I1014 17:06:52.845824 1250 net.cpp:408] bn4b7_branch2a <- res4b7_branch2a +I1014 17:06:52.845836 1250 net.cpp:369] bn4b7_branch2a -> res4b7_branch2a (in-place) +I1014 17:06:52.846370 1250 net.cpp:124] Setting up bn4b7_branch2a +I1014 17:06:52.846382 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.846390 1250 net.cpp:139] Memory required for data: 228200460 +I1014 17:06:52.850100 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2a +I1014 17:06:52.850172 1250 net.cpp:86] Creating Layer scale4b7_branch2a +I1014 17:06:52.850188 1250 net.cpp:408] scale4b7_branch2a <- res4b7_branch2a +I1014 17:06:52.850214 1250 net.cpp:369] scale4b7_branch2a -> res4b7_branch2a (in-place) +I1014 17:06:52.850479 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2a +I1014 17:06:52.850862 1250 net.cpp:124] Setting up scale4b7_branch2a +I1014 17:06:52.850894 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.850900 1250 net.cpp:139] Memory required for data: 228401164 +I1014 17:06:52.850914 1250 layer_factory.hpp:77] Creating layer res4b7_branch2a_relu +I1014 17:06:52.850929 1250 net.cpp:86] Creating Layer res4b7_branch2a_relu +I1014 17:06:52.850934 1250 net.cpp:408] res4b7_branch2a_relu <- res4b7_branch2a +I1014 17:06:52.850942 1250 net.cpp:369] res4b7_branch2a_relu -> res4b7_branch2a (in-place) +I1014 17:06:52.852372 1250 net.cpp:124] Setting up res4b7_branch2a_relu +I1014 17:06:52.852396 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.852401 1250 net.cpp:139] Memory required for data: 228601868 +I1014 17:06:52.852406 1250 layer_factory.hpp:77] Creating layer res4b7_branch2b +I1014 17:06:52.852418 1250 net.cpp:86] Creating Layer res4b7_branch2b +I1014 17:06:52.852425 1250 net.cpp:408] res4b7_branch2b <- res4b7_branch2a +I1014 17:06:52.852433 1250 net.cpp:382] res4b7_branch2b -> res4b7_branch2b +I1014 17:06:52.858870 1250 net.cpp:124] Setting up res4b7_branch2b +I1014 17:06:52.858899 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.858906 1250 net.cpp:139] Memory required for data: 228802572 +I1014 17:06:52.858918 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2b +I1014 17:06:52.858934 1250 net.cpp:86] Creating Layer bn4b7_branch2b +I1014 17:06:52.858942 1250 net.cpp:408] bn4b7_branch2b <- res4b7_branch2b +I1014 17:06:52.858953 1250 net.cpp:369] bn4b7_branch2b -> res4b7_branch2b (in-place) +I1014 17:06:52.859439 1250 net.cpp:124] Setting up bn4b7_branch2b +I1014 17:06:52.859452 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.859458 1250 net.cpp:139] Memory required for data: 229003276 +I1014 17:06:52.859474 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2b +I1014 17:06:52.859489 1250 net.cpp:86] Creating Layer scale4b7_branch2b +I1014 17:06:52.859495 1250 net.cpp:408] scale4b7_branch2b <- res4b7_branch2b +I1014 17:06:52.859505 1250 net.cpp:369] scale4b7_branch2b -> res4b7_branch2b (in-place) +I1014 17:06:52.859616 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2b +I1014 17:06:52.859894 1250 net.cpp:124] Setting up scale4b7_branch2b +I1014 17:06:52.859905 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.859910 1250 net.cpp:139] Memory required for data: 229203980 +I1014 17:06:52.859921 1250 layer_factory.hpp:77] Creating layer res4b7_branch2b_relu +I1014 17:06:52.859931 1250 net.cpp:86] Creating Layer res4b7_branch2b_relu +I1014 17:06:52.859938 1250 net.cpp:408] res4b7_branch2b_relu <- res4b7_branch2b +I1014 17:06:52.859948 1250 net.cpp:369] res4b7_branch2b_relu -> res4b7_branch2b (in-place) +I1014 17:06:52.860306 1250 net.cpp:124] Setting up res4b7_branch2b_relu +I1014 17:06:52.860319 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.860327 1250 net.cpp:139] Memory required for data: 229404684 +I1014 17:06:52.860332 1250 layer_factory.hpp:77] Creating layer res4b7_branch2c +I1014 17:06:52.860347 1250 net.cpp:86] Creating Layer res4b7_branch2c +I1014 17:06:52.860354 1250 net.cpp:408] res4b7_branch2c <- res4b7_branch2b +I1014 17:06:52.860363 1250 net.cpp:382] res4b7_branch2c -> res4b7_branch2c +I1014 17:06:52.864614 1250 net.cpp:124] Setting up res4b7_branch2c +I1014 17:06:52.864634 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.864637 1250 net.cpp:139] Memory required for data: 230207500 +I1014 17:06:52.864645 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2c +I1014 17:06:52.864751 1250 net.cpp:86] Creating Layer bn4b7_branch2c +I1014 17:06:52.864778 1250 net.cpp:408] bn4b7_branch2c <- res4b7_branch2c +I1014 17:06:52.864799 1250 net.cpp:369] bn4b7_branch2c -> res4b7_branch2c (in-place) +I1014 17:06:52.865607 1250 net.cpp:124] Setting up bn4b7_branch2c +I1014 17:06:52.865628 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.865636 1250 net.cpp:139] Memory required for data: 231010316 +I1014 17:06:52.865661 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2c +I1014 17:06:52.865682 1250 net.cpp:86] Creating Layer scale4b7_branch2c +I1014 17:06:52.865707 1250 net.cpp:408] scale4b7_branch2c <- res4b7_branch2c +I1014 17:06:52.865720 1250 net.cpp:369] scale4b7_branch2c -> res4b7_branch2c (in-place) +I1014 17:06:52.865842 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2c +I1014 17:06:52.866255 1250 net.cpp:124] Setting up scale4b7_branch2c +I1014 17:06:52.866268 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.866272 1250 net.cpp:139] Memory required for data: 231813132 +I1014 17:06:52.866281 1250 layer_factory.hpp:77] Creating layer res4b7 +I1014 17:06:52.866289 1250 net.cpp:86] Creating Layer res4b7 +I1014 17:06:52.866295 1250 net.cpp:408] res4b7 <- res4b6_res4b6_relu_0_split_1 +I1014 17:06:52.866302 1250 net.cpp:408] res4b7 <- res4b7_branch2c +I1014 17:06:52.866309 1250 net.cpp:382] res4b7 -> res4b7 +I1014 17:06:52.866369 1250 net.cpp:124] Setting up res4b7 +I1014 17:06:52.866375 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.866379 1250 net.cpp:139] Memory required for data: 232615948 +I1014 17:06:52.866384 1250 layer_factory.hpp:77] Creating layer res4b7_relu +I1014 17:06:52.866390 1250 net.cpp:86] Creating Layer res4b7_relu +I1014 17:06:52.866394 1250 net.cpp:408] res4b7_relu <- res4b7 +I1014 17:06:52.866400 1250 net.cpp:369] res4b7_relu -> res4b7 (in-place) +I1014 17:06:52.867379 1250 net.cpp:124] Setting up res4b7_relu +I1014 17:06:52.867393 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.867396 1250 net.cpp:139] Memory required for data: 233418764 +I1014 17:06:52.867400 1250 layer_factory.hpp:77] Creating layer res4b7_res4b7_relu_0_split +I1014 17:06:52.867410 1250 net.cpp:86] Creating Layer res4b7_res4b7_relu_0_split +I1014 17:06:52.867414 1250 net.cpp:408] res4b7_res4b7_relu_0_split <- res4b7 +I1014 17:06:52.867420 1250 net.cpp:382] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_0 +I1014 17:06:52.867431 1250 net.cpp:382] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_1 +I1014 17:06:52.867506 1250 net.cpp:124] Setting up res4b7_res4b7_relu_0_split +I1014 17:06:52.867514 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.867518 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.867522 1250 net.cpp:139] Memory required for data: 235024396 +I1014 17:06:52.867525 1250 layer_factory.hpp:77] Creating layer res4b8_branch2a +I1014 17:06:52.867535 1250 net.cpp:86] Creating Layer res4b8_branch2a +I1014 17:06:52.867539 1250 net.cpp:408] res4b8_branch2a <- res4b7_res4b7_relu_0_split_0 +I1014 17:06:52.867547 1250 net.cpp:382] res4b8_branch2a -> res4b8_branch2a +I1014 17:06:52.870404 1250 net.cpp:124] Setting up res4b8_branch2a +I1014 17:06:52.870422 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.870426 1250 net.cpp:139] Memory required for data: 235225100 +I1014 17:06:52.870434 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2a +I1014 17:06:52.870443 1250 net.cpp:86] Creating Layer bn4b8_branch2a +I1014 17:06:52.870448 1250 net.cpp:408] bn4b8_branch2a <- res4b8_branch2a +I1014 17:06:52.870456 1250 net.cpp:369] bn4b8_branch2a -> res4b8_branch2a (in-place) +I1014 17:06:52.870772 1250 net.cpp:124] Setting up bn4b8_branch2a +I1014 17:06:52.870779 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.870784 1250 net.cpp:139] Memory required for data: 235425804 +I1014 17:06:52.870792 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2a +I1014 17:06:52.870802 1250 net.cpp:86] Creating Layer scale4b8_branch2a +I1014 17:06:52.870806 1250 net.cpp:408] scale4b8_branch2a <- res4b8_branch2a +I1014 17:06:52.870811 1250 net.cpp:369] scale4b8_branch2a -> res4b8_branch2a (in-place) +I1014 17:06:52.870872 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2a +I1014 17:06:52.871049 1250 net.cpp:124] Setting up scale4b8_branch2a +I1014 17:06:52.871057 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.871059 1250 net.cpp:139] Memory required for data: 235626508 +I1014 17:06:52.871068 1250 layer_factory.hpp:77] Creating layer res4b8_branch2a_relu +I1014 17:06:52.871083 1250 net.cpp:86] Creating Layer res4b8_branch2a_relu +I1014 17:06:52.871086 1250 net.cpp:408] res4b8_branch2a_relu <- res4b8_branch2a +I1014 17:06:52.871093 1250 net.cpp:369] res4b8_branch2a_relu -> res4b8_branch2a (in-place) +I1014 17:06:52.872061 1250 net.cpp:124] Setting up res4b8_branch2a_relu +I1014 17:06:52.872076 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.872081 1250 net.cpp:139] Memory required for data: 235827212 +I1014 17:06:52.872084 1250 layer_factory.hpp:77] Creating layer res4b8_branch2b +I1014 17:06:52.872094 1250 net.cpp:86] Creating Layer res4b8_branch2b +I1014 17:06:52.872099 1250 net.cpp:408] res4b8_branch2b <- res4b8_branch2a +I1014 17:06:52.872105 1250 net.cpp:382] res4b8_branch2b -> res4b8_branch2b +I1014 17:06:52.877475 1250 net.cpp:124] Setting up res4b8_branch2b +I1014 17:06:52.877495 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.877498 1250 net.cpp:139] Memory required for data: 236027916 +I1014 17:06:52.877506 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2b +I1014 17:06:52.877513 1250 net.cpp:86] Creating Layer bn4b8_branch2b +I1014 17:06:52.877518 1250 net.cpp:408] bn4b8_branch2b <- res4b8_branch2b +I1014 17:06:52.877526 1250 net.cpp:369] bn4b8_branch2b -> res4b8_branch2b (in-place) +I1014 17:06:52.877838 1250 net.cpp:124] Setting up bn4b8_branch2b +I1014 17:06:52.877845 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.877848 1250 net.cpp:139] Memory required for data: 236228620 +I1014 17:06:52.877856 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2b +I1014 17:06:52.877866 1250 net.cpp:86] Creating Layer scale4b8_branch2b +I1014 17:06:52.877868 1250 net.cpp:408] scale4b8_branch2b <- res4b8_branch2b +I1014 17:06:52.877876 1250 net.cpp:369] scale4b8_branch2b -> res4b8_branch2b (in-place) +I1014 17:06:52.877934 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2b +I1014 17:06:52.878108 1250 net.cpp:124] Setting up scale4b8_branch2b +I1014 17:06:52.878113 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.878118 1250 net.cpp:139] Memory required for data: 236429324 +I1014 17:06:52.878124 1250 layer_factory.hpp:77] Creating layer res4b8_branch2b_relu +I1014 17:06:52.878132 1250 net.cpp:86] Creating Layer res4b8_branch2b_relu +I1014 17:06:52.878136 1250 net.cpp:408] res4b8_branch2b_relu <- res4b8_branch2b +I1014 17:06:52.878141 1250 net.cpp:369] res4b8_branch2b_relu -> res4b8_branch2b (in-place) +I1014 17:06:52.878401 1250 net.cpp:124] Setting up res4b8_branch2b_relu +I1014 17:06:52.878410 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.878414 1250 net.cpp:139] Memory required for data: 236630028 +I1014 17:06:52.878417 1250 layer_factory.hpp:77] Creating layer res4b8_branch2c +I1014 17:06:52.878428 1250 net.cpp:86] Creating Layer res4b8_branch2c +I1014 17:06:52.878432 1250 net.cpp:408] res4b8_branch2c <- res4b8_branch2b +I1014 17:06:52.878440 1250 net.cpp:382] res4b8_branch2c -> res4b8_branch2c +I1014 17:06:52.881965 1250 net.cpp:124] Setting up res4b8_branch2c +I1014 17:06:52.881983 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.881988 1250 net.cpp:139] Memory required for data: 237432844 +I1014 17:06:52.881994 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2c +I1014 17:06:52.882092 1250 net.cpp:86] Creating Layer bn4b8_branch2c +I1014 17:06:52.882118 1250 net.cpp:408] bn4b8_branch2c <- res4b8_branch2c +I1014 17:06:52.882138 1250 net.cpp:369] bn4b8_branch2c -> res4b8_branch2c (in-place) +I1014 17:06:52.884140 1250 net.cpp:124] Setting up bn4b8_branch2c +I1014 17:06:52.884171 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.884177 1250 net.cpp:139] Memory required for data: 238235660 +I1014 17:06:52.884193 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2c +I1014 17:06:52.884207 1250 net.cpp:86] Creating Layer scale4b8_branch2c +I1014 17:06:52.884215 1250 net.cpp:408] scale4b8_branch2c <- res4b8_branch2c +I1014 17:06:52.884224 1250 net.cpp:369] scale4b8_branch2c -> res4b8_branch2c (in-place) +I1014 17:06:52.884325 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2c +I1014 17:06:52.884546 1250 net.cpp:124] Setting up scale4b8_branch2c +I1014 17:06:52.884557 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.884562 1250 net.cpp:139] Memory required for data: 239038476 +I1014 17:06:52.884574 1250 layer_factory.hpp:77] Creating layer res4b8 +I1014 17:06:52.884583 1250 net.cpp:86] Creating Layer res4b8 +I1014 17:06:52.884590 1250 net.cpp:408] res4b8 <- res4b7_res4b7_relu_0_split_1 +I1014 17:06:52.884598 1250 net.cpp:408] res4b8 <- res4b8_branch2c +I1014 17:06:52.884609 1250 net.cpp:382] res4b8 -> res4b8 +I1014 17:06:52.884646 1250 net.cpp:124] Setting up res4b8 +I1014 17:06:52.884655 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.884660 1250 net.cpp:139] Memory required for data: 239841292 +I1014 17:06:52.884665 1250 layer_factory.hpp:77] Creating layer res4b8_relu +I1014 17:06:52.884677 1250 net.cpp:86] Creating Layer res4b8_relu +I1014 17:06:52.884683 1250 net.cpp:408] res4b8_relu <- res4b8 +I1014 17:06:52.884690 1250 net.cpp:369] res4b8_relu -> res4b8 (in-place) +I1014 17:06:52.886090 1250 net.cpp:124] Setting up res4b8_relu +I1014 17:06:52.886111 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.886116 1250 net.cpp:139] Memory required for data: 240644108 +I1014 17:06:52.886122 1250 layer_factory.hpp:77] Creating layer res4b8_res4b8_relu_0_split +I1014 17:06:52.886132 1250 net.cpp:86] Creating Layer res4b8_res4b8_relu_0_split +I1014 17:06:52.886139 1250 net.cpp:408] res4b8_res4b8_relu_0_split <- res4b8 +I1014 17:06:52.886147 1250 net.cpp:382] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_0 +I1014 17:06:52.886159 1250 net.cpp:382] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_1 +I1014 17:06:52.886234 1250 net.cpp:124] Setting up res4b8_res4b8_relu_0_split +I1014 17:06:52.886242 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.886250 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.886255 1250 net.cpp:139] Memory required for data: 242249740 +I1014 17:06:52.886260 1250 layer_factory.hpp:77] Creating layer res4b9_branch2a +I1014 17:06:52.886276 1250 net.cpp:86] Creating Layer res4b9_branch2a +I1014 17:06:52.886282 1250 net.cpp:408] res4b9_branch2a <- res4b8_res4b8_relu_0_split_0 +I1014 17:06:52.886292 1250 net.cpp:382] res4b9_branch2a -> res4b9_branch2a +I1014 17:06:52.890033 1250 net.cpp:124] Setting up res4b9_branch2a +I1014 17:06:52.890059 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.890066 1250 net.cpp:139] Memory required for data: 242450444 +I1014 17:06:52.890076 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2a +I1014 17:06:52.890087 1250 net.cpp:86] Creating Layer bn4b9_branch2a +I1014 17:06:52.890094 1250 net.cpp:408] bn4b9_branch2a <- res4b9_branch2a +I1014 17:06:52.890105 1250 net.cpp:369] bn4b9_branch2a -> res4b9_branch2a (in-place) +I1014 17:06:52.890426 1250 net.cpp:124] Setting up bn4b9_branch2a +I1014 17:06:52.890436 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.890441 1250 net.cpp:139] Memory required for data: 242651148 +I1014 17:06:52.890453 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2a +I1014 17:06:52.890465 1250 net.cpp:86] Creating Layer scale4b9_branch2a +I1014 17:06:52.890471 1250 net.cpp:408] scale4b9_branch2a <- res4b9_branch2a +I1014 17:06:52.890480 1250 net.cpp:369] scale4b9_branch2a -> res4b9_branch2a (in-place) +I1014 17:06:52.890542 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2a +I1014 17:06:52.890713 1250 net.cpp:124] Setting up scale4b9_branch2a +I1014 17:06:52.890722 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.890727 1250 net.cpp:139] Memory required for data: 242851852 +I1014 17:06:52.890738 1250 layer_factory.hpp:77] Creating layer res4b9_branch2a_relu +I1014 17:06:52.890748 1250 net.cpp:86] Creating Layer res4b9_branch2a_relu +I1014 17:06:52.890753 1250 net.cpp:408] res4b9_branch2a_relu <- res4b9_branch2a +I1014 17:06:52.890760 1250 net.cpp:369] res4b9_branch2a_relu -> res4b9_branch2a (in-place) +I1014 17:06:52.892148 1250 net.cpp:124] Setting up res4b9_branch2a_relu +I1014 17:06:52.892172 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.892179 1250 net.cpp:139] Memory required for data: 243052556 +I1014 17:06:52.892187 1250 layer_factory.hpp:77] Creating layer res4b9_branch2b +I1014 17:06:52.892204 1250 net.cpp:86] Creating Layer res4b9_branch2b +I1014 17:06:52.892211 1250 net.cpp:408] res4b9_branch2b <- res4b9_branch2a +I1014 17:06:52.892222 1250 net.cpp:382] res4b9_branch2b -> res4b9_branch2b +I1014 17:06:52.898845 1250 net.cpp:124] Setting up res4b9_branch2b +I1014 17:06:52.898870 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.898877 1250 net.cpp:139] Memory required for data: 243253260 +I1014 17:06:52.898887 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2b +I1014 17:06:52.898985 1250 net.cpp:86] Creating Layer bn4b9_branch2b +I1014 17:06:52.899010 1250 net.cpp:408] bn4b9_branch2b <- res4b9_branch2b +I1014 17:06:52.899027 1250 net.cpp:369] bn4b9_branch2b -> res4b9_branch2b (in-place) +I1014 17:06:52.899477 1250 net.cpp:124] Setting up bn4b9_branch2b +I1014 17:06:52.899497 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.899504 1250 net.cpp:139] Memory required for data: 243453964 +I1014 17:06:52.899528 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2b +I1014 17:06:52.899545 1250 net.cpp:86] Creating Layer scale4b9_branch2b +I1014 17:06:52.899552 1250 net.cpp:408] scale4b9_branch2b <- res4b9_branch2b +I1014 17:06:52.899574 1250 net.cpp:369] scale4b9_branch2b -> res4b9_branch2b (in-place) +I1014 17:06:52.899674 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2b +I1014 17:06:52.899931 1250 net.cpp:124] Setting up scale4b9_branch2b +I1014 17:06:52.899953 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.899958 1250 net.cpp:139] Memory required for data: 243654668 +I1014 17:06:52.899969 1250 layer_factory.hpp:77] Creating layer res4b9_branch2b_relu +I1014 17:06:52.899981 1250 net.cpp:86] Creating Layer res4b9_branch2b_relu +I1014 17:06:52.899988 1250 net.cpp:408] res4b9_branch2b_relu <- res4b9_branch2b +I1014 17:06:52.899996 1250 net.cpp:369] res4b9_branch2b_relu -> res4b9_branch2b (in-place) +I1014 17:06:52.900352 1250 net.cpp:124] Setting up res4b9_branch2b_relu +I1014 17:06:52.900365 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.900370 1250 net.cpp:139] Memory required for data: 243855372 +I1014 17:06:52.900377 1250 layer_factory.hpp:77] Creating layer res4b9_branch2c +I1014 17:06:52.900393 1250 net.cpp:86] Creating Layer res4b9_branch2c +I1014 17:06:52.900399 1250 net.cpp:408] res4b9_branch2c <- res4b9_branch2b +I1014 17:06:52.900408 1250 net.cpp:382] res4b9_branch2c -> res4b9_branch2c +I1014 17:06:52.906064 1250 net.cpp:124] Setting up res4b9_branch2c +I1014 17:06:52.906090 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.906096 1250 net.cpp:139] Memory required for data: 244658188 +I1014 17:06:52.906105 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2c +I1014 17:06:52.906118 1250 net.cpp:86] Creating Layer bn4b9_branch2c +I1014 17:06:52.906126 1250 net.cpp:408] bn4b9_branch2c <- res4b9_branch2c +I1014 17:06:52.906133 1250 net.cpp:369] bn4b9_branch2c -> res4b9_branch2c (in-place) +I1014 17:06:52.906458 1250 net.cpp:124] Setting up bn4b9_branch2c +I1014 17:06:52.906467 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.906472 1250 net.cpp:139] Memory required for data: 245461004 +I1014 17:06:52.906483 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2c +I1014 17:06:52.906496 1250 net.cpp:86] Creating Layer scale4b9_branch2c +I1014 17:06:52.906502 1250 net.cpp:408] scale4b9_branch2c <- res4b9_branch2c +I1014 17:06:52.906508 1250 net.cpp:369] scale4b9_branch2c -> res4b9_branch2c (in-place) +I1014 17:06:52.906576 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2c +I1014 17:06:52.906759 1250 net.cpp:124] Setting up scale4b9_branch2c +I1014 17:06:52.906767 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.906771 1250 net.cpp:139] Memory required for data: 246263820 +I1014 17:06:52.906788 1250 layer_factory.hpp:77] Creating layer res4b9 +I1014 17:06:52.906802 1250 net.cpp:86] Creating Layer res4b9 +I1014 17:06:52.906810 1250 net.cpp:408] res4b9 <- res4b8_res4b8_relu_0_split_1 +I1014 17:06:52.906816 1250 net.cpp:408] res4b9 <- res4b9_branch2c +I1014 17:06:52.906822 1250 net.cpp:382] res4b9 -> res4b9 +I1014 17:06:52.906859 1250 net.cpp:124] Setting up res4b9 +I1014 17:06:52.906867 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.906872 1250 net.cpp:139] Memory required for data: 247066636 +I1014 17:06:52.906877 1250 layer_factory.hpp:77] Creating layer res4b9_relu +I1014 17:06:52.906884 1250 net.cpp:86] Creating Layer res4b9_relu +I1014 17:06:52.906889 1250 net.cpp:408] res4b9_relu <- res4b9 +I1014 17:06:52.906898 1250 net.cpp:369] res4b9_relu -> res4b9 (in-place) +I1014 17:06:52.908219 1250 net.cpp:124] Setting up res4b9_relu +I1014 17:06:52.908242 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.908248 1250 net.cpp:139] Memory required for data: 247869452 +I1014 17:06:52.908254 1250 layer_factory.hpp:77] Creating layer res4b9_res4b9_relu_0_split +I1014 17:06:52.908262 1250 net.cpp:86] Creating Layer res4b9_res4b9_relu_0_split +I1014 17:06:52.908268 1250 net.cpp:408] res4b9_res4b9_relu_0_split <- res4b9 +I1014 17:06:52.908279 1250 net.cpp:382] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_0 +I1014 17:06:52.908289 1250 net.cpp:382] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_1 +I1014 17:06:52.908355 1250 net.cpp:124] Setting up res4b9_res4b9_relu_0_split +I1014 17:06:52.908366 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.908372 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.908376 1250 net.cpp:139] Memory required for data: 249475084 +I1014 17:06:52.908381 1250 layer_factory.hpp:77] Creating layer res4b10_branch2a +I1014 17:06:52.908391 1250 net.cpp:86] Creating Layer res4b10_branch2a +I1014 17:06:52.908396 1250 net.cpp:408] res4b10_branch2a <- res4b9_res4b9_relu_0_split_0 +I1014 17:06:52.908406 1250 net.cpp:382] res4b10_branch2a -> res4b10_branch2a +I1014 17:06:52.911984 1250 net.cpp:124] Setting up res4b10_branch2a +I1014 17:06:52.912006 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.912012 1250 net.cpp:139] Memory required for data: 249675788 +I1014 17:06:52.912020 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2a +I1014 17:06:52.915668 1250 net.cpp:86] Creating Layer bn4b10_branch2a +I1014 17:06:52.915693 1250 net.cpp:408] bn4b10_branch2a <- res4b10_branch2a +I1014 17:06:52.915710 1250 net.cpp:369] bn4b10_branch2a -> res4b10_branch2a (in-place) +I1014 17:06:52.916175 1250 net.cpp:124] Setting up bn4b10_branch2a +I1014 17:06:52.916194 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.916201 1250 net.cpp:139] Memory required for data: 249876492 +I1014 17:06:52.916224 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2a +I1014 17:06:52.916252 1250 net.cpp:86] Creating Layer scale4b10_branch2a +I1014 17:06:52.916261 1250 net.cpp:408] scale4b10_branch2a <- res4b10_branch2a +I1014 17:06:52.916271 1250 net.cpp:369] scale4b10_branch2a -> res4b10_branch2a (in-place) +I1014 17:06:52.916348 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2a +I1014 17:06:52.916556 1250 net.cpp:124] Setting up scale4b10_branch2a +I1014 17:06:52.916571 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.916577 1250 net.cpp:139] Memory required for data: 250077196 +I1014 17:06:52.916590 1250 layer_factory.hpp:77] Creating layer res4b10_branch2a_relu +I1014 17:06:52.916604 1250 net.cpp:86] Creating Layer res4b10_branch2a_relu +I1014 17:06:52.916610 1250 net.cpp:408] res4b10_branch2a_relu <- res4b10_branch2a +I1014 17:06:52.916620 1250 net.cpp:369] res4b10_branch2a_relu -> res4b10_branch2a (in-place) +I1014 17:06:52.918265 1250 net.cpp:124] Setting up res4b10_branch2a_relu +I1014 17:06:52.918284 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.918292 1250 net.cpp:139] Memory required for data: 250277900 +I1014 17:06:52.918311 1250 layer_factory.hpp:77] Creating layer res4b10_branch2b +I1014 17:06:52.918334 1250 net.cpp:86] Creating Layer res4b10_branch2b +I1014 17:06:52.918342 1250 net.cpp:408] res4b10_branch2b <- res4b10_branch2a +I1014 17:06:52.918359 1250 net.cpp:382] res4b10_branch2b -> res4b10_branch2b +I1014 17:06:52.925329 1250 net.cpp:124] Setting up res4b10_branch2b +I1014 17:06:52.925364 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.925369 1250 net.cpp:139] Memory required for data: 250478604 +I1014 17:06:52.925381 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2b +I1014 17:06:52.925395 1250 net.cpp:86] Creating Layer bn4b10_branch2b +I1014 17:06:52.925403 1250 net.cpp:408] bn4b10_branch2b <- res4b10_branch2b +I1014 17:06:52.925412 1250 net.cpp:369] bn4b10_branch2b -> res4b10_branch2b (in-place) +I1014 17:06:52.925709 1250 net.cpp:124] Setting up bn4b10_branch2b +I1014 17:06:52.925717 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.925722 1250 net.cpp:139] Memory required for data: 250679308 +I1014 17:06:52.925732 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2b +I1014 17:06:52.925745 1250 net.cpp:86] Creating Layer scale4b10_branch2b +I1014 17:06:52.925750 1250 net.cpp:408] scale4b10_branch2b <- res4b10_branch2b +I1014 17:06:52.925756 1250 net.cpp:369] scale4b10_branch2b -> res4b10_branch2b (in-place) +I1014 17:06:52.925814 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2b +I1014 17:06:52.925968 1250 net.cpp:124] Setting up scale4b10_branch2b +I1014 17:06:52.925977 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.925981 1250 net.cpp:139] Memory required for data: 250880012 +I1014 17:06:52.925989 1250 layer_factory.hpp:77] Creating layer res4b10_branch2b_relu +I1014 17:06:52.926000 1250 net.cpp:86] Creating Layer res4b10_branch2b_relu +I1014 17:06:52.926005 1250 net.cpp:408] res4b10_branch2b_relu <- res4b10_branch2b +I1014 17:06:52.926012 1250 net.cpp:369] res4b10_branch2b_relu -> res4b10_branch2b (in-place) +I1014 17:06:52.926348 1250 net.cpp:124] Setting up res4b10_branch2b_relu +I1014 17:06:52.926360 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.926365 1250 net.cpp:139] Memory required for data: 251080716 +I1014 17:06:52.926370 1250 layer_factory.hpp:77] Creating layer res4b10_branch2c +I1014 17:06:52.926386 1250 net.cpp:86] Creating Layer res4b10_branch2c +I1014 17:06:52.926394 1250 net.cpp:408] res4b10_branch2c <- res4b10_branch2b +I1014 17:06:52.926403 1250 net.cpp:382] res4b10_branch2c -> res4b10_branch2c +I1014 17:06:52.932987 1250 net.cpp:124] Setting up res4b10_branch2c +I1014 17:06:52.933038 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.933044 1250 net.cpp:139] Memory required for data: 251883532 +I1014 17:06:52.933058 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2c +I1014 17:06:52.933080 1250 net.cpp:86] Creating Layer bn4b10_branch2c +I1014 17:06:52.933097 1250 net.cpp:408] bn4b10_branch2c <- res4b10_branch2c +I1014 17:06:52.933110 1250 net.cpp:369] bn4b10_branch2c -> res4b10_branch2c (in-place) +I1014 17:06:52.933404 1250 net.cpp:124] Setting up bn4b10_branch2c +I1014 17:06:52.933413 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.933418 1250 net.cpp:139] Memory required for data: 252686348 +I1014 17:06:52.933428 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2c +I1014 17:06:52.933446 1250 net.cpp:86] Creating Layer scale4b10_branch2c +I1014 17:06:52.933451 1250 net.cpp:408] scale4b10_branch2c <- res4b10_branch2c +I1014 17:06:52.933457 1250 net.cpp:369] scale4b10_branch2c -> res4b10_branch2c (in-place) +I1014 17:06:52.933514 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2c +I1014 17:06:52.933676 1250 net.cpp:124] Setting up scale4b10_branch2c +I1014 17:06:52.933684 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.933688 1250 net.cpp:139] Memory required for data: 253489164 +I1014 17:06:52.933696 1250 layer_factory.hpp:77] Creating layer res4b10 +I1014 17:06:52.933706 1250 net.cpp:86] Creating Layer res4b10 +I1014 17:06:52.933727 1250 net.cpp:408] res4b10 <- res4b9_res4b9_relu_0_split_1 +I1014 17:06:52.933734 1250 net.cpp:408] res4b10 <- res4b10_branch2c +I1014 17:06:52.933743 1250 net.cpp:382] res4b10 -> res4b10 +I1014 17:06:52.933779 1250 net.cpp:124] Setting up res4b10 +I1014 17:06:52.933789 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.933791 1250 net.cpp:139] Memory required for data: 254291980 +I1014 17:06:52.933796 1250 layer_factory.hpp:77] Creating layer res4b10_relu +I1014 17:06:52.933804 1250 net.cpp:86] Creating Layer res4b10_relu +I1014 17:06:52.933809 1250 net.cpp:408] res4b10_relu <- res4b10 +I1014 17:06:52.933815 1250 net.cpp:369] res4b10_relu -> res4b10 (in-place) +I1014 17:06:52.934845 1250 net.cpp:124] Setting up res4b10_relu +I1014 17:06:52.934860 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.934864 1250 net.cpp:139] Memory required for data: 255094796 +I1014 17:06:52.934871 1250 layer_factory.hpp:77] Creating layer res4b10_res4b10_relu_0_split +I1014 17:06:52.934882 1250 net.cpp:86] Creating Layer res4b10_res4b10_relu_0_split +I1014 17:06:52.934887 1250 net.cpp:408] res4b10_res4b10_relu_0_split <- res4b10 +I1014 17:06:52.934895 1250 net.cpp:382] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_0 +I1014 17:06:52.934903 1250 net.cpp:382] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_1 +I1014 17:06:52.934960 1250 net.cpp:124] Setting up res4b10_res4b10_relu_0_split +I1014 17:06:52.934968 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.934973 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.934976 1250 net.cpp:139] Memory required for data: 256700428 +I1014 17:06:52.934980 1250 layer_factory.hpp:77] Creating layer res4b11_branch2a +I1014 17:06:52.934998 1250 net.cpp:86] Creating Layer res4b11_branch2a +I1014 17:06:52.935003 1250 net.cpp:408] res4b11_branch2a <- res4b10_res4b10_relu_0_split_0 +I1014 17:06:52.935011 1250 net.cpp:382] res4b11_branch2a -> res4b11_branch2a +I1014 17:06:52.937886 1250 net.cpp:124] Setting up res4b11_branch2a +I1014 17:06:52.937907 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.937912 1250 net.cpp:139] Memory required for data: 256901132 +I1014 17:06:52.937919 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2a +I1014 17:06:52.937932 1250 net.cpp:86] Creating Layer bn4b11_branch2a +I1014 17:06:52.937938 1250 net.cpp:408] bn4b11_branch2a <- res4b11_branch2a +I1014 17:06:52.937947 1250 net.cpp:369] bn4b11_branch2a -> res4b11_branch2a (in-place) +I1014 17:06:52.938200 1250 net.cpp:124] Setting up bn4b11_branch2a +I1014 17:06:52.938208 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.938212 1250 net.cpp:139] Memory required for data: 257101836 +I1014 17:06:52.938222 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2a +I1014 17:06:52.938233 1250 net.cpp:86] Creating Layer scale4b11_branch2a +I1014 17:06:52.938238 1250 net.cpp:408] scale4b11_branch2a <- res4b11_branch2a +I1014 17:06:52.938244 1250 net.cpp:369] scale4b11_branch2a -> res4b11_branch2a (in-place) +I1014 17:06:52.938295 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2a +I1014 17:06:52.938434 1250 net.cpp:124] Setting up scale4b11_branch2a +I1014 17:06:52.938442 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.938446 1250 net.cpp:139] Memory required for data: 257302540 +I1014 17:06:52.938453 1250 layer_factory.hpp:77] Creating layer res4b11_branch2a_relu +I1014 17:06:52.938462 1250 net.cpp:86] Creating Layer res4b11_branch2a_relu +I1014 17:06:52.938465 1250 net.cpp:408] res4b11_branch2a_relu <- res4b11_branch2a +I1014 17:06:52.938473 1250 net.cpp:369] res4b11_branch2a_relu -> res4b11_branch2a (in-place) +I1014 17:06:52.939496 1250 net.cpp:124] Setting up res4b11_branch2a_relu +I1014 17:06:52.939512 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.939517 1250 net.cpp:139] Memory required for data: 257503244 +I1014 17:06:52.939522 1250 layer_factory.hpp:77] Creating layer res4b11_branch2b +I1014 17:06:52.939535 1250 net.cpp:86] Creating Layer res4b11_branch2b +I1014 17:06:52.939546 1250 net.cpp:408] res4b11_branch2b <- res4b11_branch2a +I1014 17:06:52.939554 1250 net.cpp:382] res4b11_branch2b -> res4b11_branch2b +I1014 17:06:52.947826 1250 net.cpp:124] Setting up res4b11_branch2b +I1014 17:06:52.947855 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.947865 1250 net.cpp:139] Memory required for data: 257703948 +I1014 17:06:52.947873 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2b +I1014 17:06:52.947885 1250 net.cpp:86] Creating Layer bn4b11_branch2b +I1014 17:06:52.947892 1250 net.cpp:408] bn4b11_branch2b <- res4b11_branch2b +I1014 17:06:52.947903 1250 net.cpp:369] bn4b11_branch2b -> res4b11_branch2b (in-place) +I1014 17:06:52.948227 1250 net.cpp:124] Setting up bn4b11_branch2b +I1014 17:06:52.948237 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.948241 1250 net.cpp:139] Memory required for data: 257904652 +I1014 17:06:52.948279 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2b +I1014 17:06:52.948303 1250 net.cpp:86] Creating Layer scale4b11_branch2b +I1014 17:06:52.948310 1250 net.cpp:408] scale4b11_branch2b <- res4b11_branch2b +I1014 17:06:52.948319 1250 net.cpp:369] scale4b11_branch2b -> res4b11_branch2b (in-place) +I1014 17:06:52.948421 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2b +I1014 17:06:52.948591 1250 net.cpp:124] Setting up scale4b11_branch2b +I1014 17:06:52.948601 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.948604 1250 net.cpp:139] Memory required for data: 258105356 +I1014 17:06:52.948613 1250 layer_factory.hpp:77] Creating layer res4b11_branch2b_relu +I1014 17:06:52.948623 1250 net.cpp:86] Creating Layer res4b11_branch2b_relu +I1014 17:06:52.948628 1250 net.cpp:408] res4b11_branch2b_relu <- res4b11_branch2b +I1014 17:06:52.948637 1250 net.cpp:369] res4b11_branch2b_relu -> res4b11_branch2b (in-place) +I1014 17:06:52.948972 1250 net.cpp:124] Setting up res4b11_branch2b_relu +I1014 17:06:52.948984 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.948988 1250 net.cpp:139] Memory required for data: 258306060 +I1014 17:06:52.948993 1250 layer_factory.hpp:77] Creating layer res4b11_branch2c +I1014 17:06:52.949004 1250 net.cpp:86] Creating Layer res4b11_branch2c +I1014 17:06:52.949009 1250 net.cpp:408] res4b11_branch2c <- res4b11_branch2b +I1014 17:06:52.949017 1250 net.cpp:382] res4b11_branch2c -> res4b11_branch2c +I1014 17:06:52.952760 1250 net.cpp:124] Setting up res4b11_branch2c +I1014 17:06:52.952781 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.952786 1250 net.cpp:139] Memory required for data: 259108876 +I1014 17:06:52.952793 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2c +I1014 17:06:52.952807 1250 net.cpp:86] Creating Layer bn4b11_branch2c +I1014 17:06:52.952813 1250 net.cpp:408] bn4b11_branch2c <- res4b11_branch2c +I1014 17:06:52.952819 1250 net.cpp:369] bn4b11_branch2c -> res4b11_branch2c (in-place) +I1014 17:06:52.953094 1250 net.cpp:124] Setting up bn4b11_branch2c +I1014 17:06:52.953102 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.953106 1250 net.cpp:139] Memory required for data: 259911692 +I1014 17:06:52.953116 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2c +I1014 17:06:52.953130 1250 net.cpp:86] Creating Layer scale4b11_branch2c +I1014 17:06:52.953133 1250 net.cpp:408] scale4b11_branch2c <- res4b11_branch2c +I1014 17:06:52.953140 1250 net.cpp:369] scale4b11_branch2c -> res4b11_branch2c (in-place) +I1014 17:06:52.953196 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2c +I1014 17:06:52.953349 1250 net.cpp:124] Setting up scale4b11_branch2c +I1014 17:06:52.953356 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.953361 1250 net.cpp:139] Memory required for data: 260714508 +I1014 17:06:52.953367 1250 layer_factory.hpp:77] Creating layer res4b11 +I1014 17:06:52.953377 1250 net.cpp:86] Creating Layer res4b11 +I1014 17:06:52.953382 1250 net.cpp:408] res4b11 <- res4b10_res4b10_relu_0_split_1 +I1014 17:06:52.953387 1250 net.cpp:408] res4b11 <- res4b11_branch2c +I1014 17:06:52.953399 1250 net.cpp:382] res4b11 -> res4b11 +I1014 17:06:52.953431 1250 net.cpp:124] Setting up res4b11 +I1014 17:06:52.953438 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.953441 1250 net.cpp:139] Memory required for data: 261517324 +I1014 17:06:52.953445 1250 layer_factory.hpp:77] Creating layer res4b11_relu +I1014 17:06:52.953451 1250 net.cpp:86] Creating Layer res4b11_relu +I1014 17:06:52.953456 1250 net.cpp:408] res4b11_relu <- res4b11 +I1014 17:06:52.953462 1250 net.cpp:369] res4b11_relu -> res4b11 (in-place) +I1014 17:06:52.954493 1250 net.cpp:124] Setting up res4b11_relu +I1014 17:06:52.954505 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.954509 1250 net.cpp:139] Memory required for data: 262320140 +I1014 17:06:52.954514 1250 layer_factory.hpp:77] Creating layer res4b11_res4b11_relu_0_split +I1014 17:06:52.954521 1250 net.cpp:86] Creating Layer res4b11_res4b11_relu_0_split +I1014 17:06:52.954526 1250 net.cpp:408] res4b11_res4b11_relu_0_split <- res4b11 +I1014 17:06:52.954535 1250 net.cpp:382] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_0 +I1014 17:06:52.954545 1250 net.cpp:382] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_1 +I1014 17:06:52.954599 1250 net.cpp:124] Setting up res4b11_res4b11_relu_0_split +I1014 17:06:52.954607 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.954612 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.954617 1250 net.cpp:139] Memory required for data: 263925772 +I1014 17:06:52.954622 1250 layer_factory.hpp:77] Creating layer res4b12_branch2a +I1014 17:06:52.954632 1250 net.cpp:86] Creating Layer res4b12_branch2a +I1014 17:06:52.954635 1250 net.cpp:408] res4b12_branch2a <- res4b11_res4b11_relu_0_split_0 +I1014 17:06:52.954643 1250 net.cpp:382] res4b12_branch2a -> res4b12_branch2a +I1014 17:06:52.957480 1250 net.cpp:124] Setting up res4b12_branch2a +I1014 17:06:52.957499 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.957504 1250 net.cpp:139] Memory required for data: 264126476 +I1014 17:06:52.957511 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2a +I1014 17:06:52.957525 1250 net.cpp:86] Creating Layer bn4b12_branch2a +I1014 17:06:52.957530 1250 net.cpp:408] bn4b12_branch2a <- res4b12_branch2a +I1014 17:06:52.957535 1250 net.cpp:369] bn4b12_branch2a -> res4b12_branch2a (in-place) +I1014 17:06:52.957783 1250 net.cpp:124] Setting up bn4b12_branch2a +I1014 17:06:52.957792 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.957795 1250 net.cpp:139] Memory required for data: 264327180 +I1014 17:06:52.957804 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2a +I1014 17:06:52.957816 1250 net.cpp:86] Creating Layer scale4b12_branch2a +I1014 17:06:52.957820 1250 net.cpp:408] scale4b12_branch2a <- res4b12_branch2a +I1014 17:06:52.957826 1250 net.cpp:369] scale4b12_branch2a -> res4b12_branch2a (in-place) +I1014 17:06:52.957873 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2a +I1014 17:06:52.958012 1250 net.cpp:124] Setting up scale4b12_branch2a +I1014 17:06:52.958019 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.958024 1250 net.cpp:139] Memory required for data: 264527884 +I1014 17:06:52.958030 1250 layer_factory.hpp:77] Creating layer res4b12_branch2a_relu +I1014 17:06:52.958039 1250 net.cpp:86] Creating Layer res4b12_branch2a_relu +I1014 17:06:52.958042 1250 net.cpp:408] res4b12_branch2a_relu <- res4b12_branch2a +I1014 17:06:52.958050 1250 net.cpp:369] res4b12_branch2a_relu -> res4b12_branch2a (in-place) +I1014 17:06:52.959059 1250 net.cpp:124] Setting up res4b12_branch2a_relu +I1014 17:06:52.959071 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.959076 1250 net.cpp:139] Memory required for data: 264728588 +I1014 17:06:52.959080 1250 layer_factory.hpp:77] Creating layer res4b12_branch2b +I1014 17:06:52.959094 1250 net.cpp:86] Creating Layer res4b12_branch2b +I1014 17:06:52.959098 1250 net.cpp:408] res4b12_branch2b <- res4b12_branch2a +I1014 17:06:52.959113 1250 net.cpp:382] res4b12_branch2b -> res4b12_branch2b +I1014 17:06:52.964905 1250 net.cpp:124] Setting up res4b12_branch2b +I1014 17:06:52.964923 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.964927 1250 net.cpp:139] Memory required for data: 264929292 +I1014 17:06:52.964934 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2b +I1014 17:06:52.964947 1250 net.cpp:86] Creating Layer bn4b12_branch2b +I1014 17:06:52.964952 1250 net.cpp:408] bn4b12_branch2b <- res4b12_branch2b +I1014 17:06:52.964962 1250 net.cpp:369] bn4b12_branch2b -> res4b12_branch2b (in-place) +I1014 17:06:52.965214 1250 net.cpp:124] Setting up bn4b12_branch2b +I1014 17:06:52.965222 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.965225 1250 net.cpp:139] Memory required for data: 265129996 +I1014 17:06:52.965234 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2b +I1014 17:06:52.965245 1250 net.cpp:86] Creating Layer scale4b12_branch2b +I1014 17:06:52.965250 1250 net.cpp:408] scale4b12_branch2b <- res4b12_branch2b +I1014 17:06:52.965255 1250 net.cpp:369] scale4b12_branch2b -> res4b12_branch2b (in-place) +I1014 17:06:52.965301 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2b +I1014 17:06:52.965437 1250 net.cpp:124] Setting up scale4b12_branch2b +I1014 17:06:52.965445 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.965448 1250 net.cpp:139] Memory required for data: 265330700 +I1014 17:06:52.965454 1250 layer_factory.hpp:77] Creating layer res4b12_branch2b_relu +I1014 17:06:52.965463 1250 net.cpp:86] Creating Layer res4b12_branch2b_relu +I1014 17:06:52.965466 1250 net.cpp:408] res4b12_branch2b_relu <- res4b12_branch2b +I1014 17:06:52.965476 1250 net.cpp:369] res4b12_branch2b_relu -> res4b12_branch2b (in-place) +I1014 17:06:52.965756 1250 net.cpp:124] Setting up res4b12_branch2b_relu +I1014 17:06:52.965766 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.965770 1250 net.cpp:139] Memory required for data: 265531404 +I1014 17:06:52.965775 1250 layer_factory.hpp:77] Creating layer res4b12_branch2c +I1014 17:06:52.965786 1250 net.cpp:86] Creating Layer res4b12_branch2c +I1014 17:06:52.965790 1250 net.cpp:408] res4b12_branch2c <- res4b12_branch2b +I1014 17:06:52.965801 1250 net.cpp:382] res4b12_branch2c -> res4b12_branch2c +I1014 17:06:52.969617 1250 net.cpp:124] Setting up res4b12_branch2c +I1014 17:06:52.969635 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.969638 1250 net.cpp:139] Memory required for data: 266334220 +I1014 17:06:52.969645 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2c +I1014 17:06:52.969653 1250 net.cpp:86] Creating Layer bn4b12_branch2c +I1014 17:06:52.969657 1250 net.cpp:408] bn4b12_branch2c <- res4b12_branch2c +I1014 17:06:52.969665 1250 net.cpp:369] bn4b12_branch2c -> res4b12_branch2c (in-place) +I1014 17:06:52.969874 1250 net.cpp:124] Setting up bn4b12_branch2c +I1014 17:06:52.969882 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.969883 1250 net.cpp:139] Memory required for data: 267137036 +I1014 17:06:52.969890 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2c +I1014 17:06:52.969897 1250 net.cpp:86] Creating Layer scale4b12_branch2c +I1014 17:06:52.969902 1250 net.cpp:408] scale4b12_branch2c <- res4b12_branch2c +I1014 17:06:52.969907 1250 net.cpp:369] scale4b12_branch2c -> res4b12_branch2c (in-place) +I1014 17:06:52.969950 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2c +I1014 17:06:52.970072 1250 net.cpp:124] Setting up scale4b12_branch2c +I1014 17:06:52.970079 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.970082 1250 net.cpp:139] Memory required for data: 267939852 +I1014 17:06:52.970088 1250 layer_factory.hpp:77] Creating layer res4b12 +I1014 17:06:52.970095 1250 net.cpp:86] Creating Layer res4b12 +I1014 17:06:52.970098 1250 net.cpp:408] res4b12 <- res4b11_res4b11_relu_0_split_1 +I1014 17:06:52.970103 1250 net.cpp:408] res4b12 <- res4b12_branch2c +I1014 17:06:52.970106 1250 net.cpp:382] res4b12 -> res4b12 +I1014 17:06:52.970131 1250 net.cpp:124] Setting up res4b12 +I1014 17:06:52.970144 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.970147 1250 net.cpp:139] Memory required for data: 268742668 +I1014 17:06:52.970150 1250 layer_factory.hpp:77] Creating layer res4b12_relu +I1014 17:06:52.970157 1250 net.cpp:86] Creating Layer res4b12_relu +I1014 17:06:52.970161 1250 net.cpp:408] res4b12_relu <- res4b12 +I1014 17:06:52.970165 1250 net.cpp:369] res4b12_relu -> res4b12 (in-place) +I1014 17:06:52.971478 1250 net.cpp:124] Setting up res4b12_relu +I1014 17:06:52.971489 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.971493 1250 net.cpp:139] Memory required for data: 269545484 +I1014 17:06:52.971496 1250 layer_factory.hpp:77] Creating layer res4b12_res4b12_relu_0_split +I1014 17:06:52.971503 1250 net.cpp:86] Creating Layer res4b12_res4b12_relu_0_split +I1014 17:06:52.971505 1250 net.cpp:408] res4b12_res4b12_relu_0_split <- res4b12 +I1014 17:06:52.971513 1250 net.cpp:382] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_0 +I1014 17:06:52.971519 1250 net.cpp:382] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_1 +I1014 17:06:52.971580 1250 net.cpp:124] Setting up res4b12_res4b12_relu_0_split +I1014 17:06:52.971590 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.971595 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.971596 1250 net.cpp:139] Memory required for data: 271151116 +I1014 17:06:52.971601 1250 layer_factory.hpp:77] Creating layer res4b13_branch2a +I1014 17:06:52.971609 1250 net.cpp:86] Creating Layer res4b13_branch2a +I1014 17:06:52.971614 1250 net.cpp:408] res4b13_branch2a <- res4b12_res4b12_relu_0_split_0 +I1014 17:06:52.971618 1250 net.cpp:382] res4b13_branch2a -> res4b13_branch2a +I1014 17:06:52.974138 1250 net.cpp:124] Setting up res4b13_branch2a +I1014 17:06:52.974150 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.974154 1250 net.cpp:139] Memory required for data: 271351820 +I1014 17:06:52.974160 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2a +I1014 17:06:52.974169 1250 net.cpp:86] Creating Layer bn4b13_branch2a +I1014 17:06:52.974172 1250 net.cpp:408] bn4b13_branch2a <- res4b13_branch2a +I1014 17:06:52.974179 1250 net.cpp:369] bn4b13_branch2a -> res4b13_branch2a (in-place) +I1014 17:06:52.974381 1250 net.cpp:124] Setting up bn4b13_branch2a +I1014 17:06:52.974387 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.974390 1250 net.cpp:139] Memory required for data: 271552524 +I1014 17:06:52.974396 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2a +I1014 17:06:52.974403 1250 net.cpp:86] Creating Layer scale4b13_branch2a +I1014 17:06:52.974406 1250 net.cpp:408] scale4b13_branch2a <- res4b13_branch2a +I1014 17:06:52.974412 1250 net.cpp:369] scale4b13_branch2a -> res4b13_branch2a (in-place) +I1014 17:06:52.974450 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2a +I1014 17:06:52.974561 1250 net.cpp:124] Setting up scale4b13_branch2a +I1014 17:06:52.974567 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.974570 1250 net.cpp:139] Memory required for data: 271753228 +I1014 17:06:52.974575 1250 layer_factory.hpp:77] Creating layer res4b13_branch2a_relu +I1014 17:06:52.974581 1250 net.cpp:86] Creating Layer res4b13_branch2a_relu +I1014 17:06:52.974584 1250 net.cpp:408] res4b13_branch2a_relu <- res4b13_branch2a +I1014 17:06:52.974589 1250 net.cpp:369] res4b13_branch2a_relu -> res4b13_branch2a (in-place) +I1014 17:06:52.975395 1250 net.cpp:124] Setting up res4b13_branch2a_relu +I1014 17:06:52.975406 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.975409 1250 net.cpp:139] Memory required for data: 271953932 +I1014 17:06:52.975412 1250 layer_factory.hpp:77] Creating layer res4b13_branch2b +I1014 17:06:52.975423 1250 net.cpp:86] Creating Layer res4b13_branch2b +I1014 17:06:52.975427 1250 net.cpp:408] res4b13_branch2b <- res4b13_branch2a +I1014 17:06:52.975435 1250 net.cpp:382] res4b13_branch2b -> res4b13_branch2b +I1014 17:06:52.980571 1250 net.cpp:124] Setting up res4b13_branch2b +I1014 17:06:52.980589 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.980593 1250 net.cpp:139] Memory required for data: 272154636 +I1014 17:06:52.980600 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2b +I1014 17:06:52.980609 1250 net.cpp:86] Creating Layer bn4b13_branch2b +I1014 17:06:52.980613 1250 net.cpp:408] bn4b13_branch2b <- res4b13_branch2b +I1014 17:06:52.980618 1250 net.cpp:369] bn4b13_branch2b -> res4b13_branch2b (in-place) +I1014 17:06:52.980821 1250 net.cpp:124] Setting up bn4b13_branch2b +I1014 17:06:52.980828 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.980830 1250 net.cpp:139] Memory required for data: 272355340 +I1014 17:06:52.980837 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2b +I1014 17:06:52.980847 1250 net.cpp:86] Creating Layer scale4b13_branch2b +I1014 17:06:52.980851 1250 net.cpp:408] scale4b13_branch2b <- res4b13_branch2b +I1014 17:06:52.980855 1250 net.cpp:369] scale4b13_branch2b -> res4b13_branch2b (in-place) +I1014 17:06:52.980896 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2b +I1014 17:06:52.981009 1250 net.cpp:124] Setting up scale4b13_branch2b +I1014 17:06:52.981014 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.981016 1250 net.cpp:139] Memory required for data: 272556044 +I1014 17:06:52.981022 1250 layer_factory.hpp:77] Creating layer res4b13_branch2b_relu +I1014 17:06:52.981029 1250 net.cpp:86] Creating Layer res4b13_branch2b_relu +I1014 17:06:52.981032 1250 net.cpp:408] res4b13_branch2b_relu <- res4b13_branch2b +I1014 17:06:52.981037 1250 net.cpp:369] res4b13_branch2b_relu -> res4b13_branch2b (in-place) +I1014 17:06:52.981264 1250 net.cpp:124] Setting up res4b13_branch2b_relu +I1014 17:06:52.981273 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.981276 1250 net.cpp:139] Memory required for data: 272756748 +I1014 17:06:52.981281 1250 layer_factory.hpp:77] Creating layer res4b13_branch2c +I1014 17:06:52.981290 1250 net.cpp:86] Creating Layer res4b13_branch2c +I1014 17:06:52.981293 1250 net.cpp:408] res4b13_branch2c <- res4b13_branch2b +I1014 17:06:52.981302 1250 net.cpp:382] res4b13_branch2c -> res4b13_branch2c +I1014 17:06:52.984920 1250 net.cpp:124] Setting up res4b13_branch2c +I1014 17:06:52.984935 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.984937 1250 net.cpp:139] Memory required for data: 273559564 +I1014 17:06:52.984952 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2c +I1014 17:06:52.984962 1250 net.cpp:86] Creating Layer bn4b13_branch2c +I1014 17:06:52.984966 1250 net.cpp:408] bn4b13_branch2c <- res4b13_branch2c +I1014 17:06:52.984972 1250 net.cpp:369] bn4b13_branch2c -> res4b13_branch2c (in-place) +I1014 17:06:52.985193 1250 net.cpp:124] Setting up bn4b13_branch2c +I1014 17:06:52.985199 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.985203 1250 net.cpp:139] Memory required for data: 274362380 +I1014 17:06:52.985209 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2c +I1014 17:06:52.985220 1250 net.cpp:86] Creating Layer scale4b13_branch2c +I1014 17:06:52.985224 1250 net.cpp:408] scale4b13_branch2c <- res4b13_branch2c +I1014 17:06:52.985229 1250 net.cpp:369] scale4b13_branch2c -> res4b13_branch2c (in-place) +I1014 17:06:52.985273 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2c +I1014 17:06:52.985396 1250 net.cpp:124] Setting up scale4b13_branch2c +I1014 17:06:52.985402 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.985404 1250 net.cpp:139] Memory required for data: 275165196 +I1014 17:06:52.985410 1250 layer_factory.hpp:77] Creating layer res4b13 +I1014 17:06:52.985415 1250 net.cpp:86] Creating Layer res4b13 +I1014 17:06:52.985419 1250 net.cpp:408] res4b13 <- res4b12_res4b12_relu_0_split_1 +I1014 17:06:52.985422 1250 net.cpp:408] res4b13 <- res4b13_branch2c +I1014 17:06:52.985426 1250 net.cpp:382] res4b13 -> res4b13 +I1014 17:06:52.985450 1250 net.cpp:124] Setting up res4b13 +I1014 17:06:52.985455 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.985460 1250 net.cpp:139] Memory required for data: 275968012 +I1014 17:06:52.985473 1250 layer_factory.hpp:77] Creating layer res4b13_relu +I1014 17:06:52.985479 1250 net.cpp:86] Creating Layer res4b13_relu +I1014 17:06:52.985483 1250 net.cpp:408] res4b13_relu <- res4b13 +I1014 17:06:52.985486 1250 net.cpp:369] res4b13_relu -> res4b13 (in-place) +I1014 17:06:52.986328 1250 net.cpp:124] Setting up res4b13_relu +I1014 17:06:52.986340 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.986342 1250 net.cpp:139] Memory required for data: 276770828 +I1014 17:06:52.986346 1250 layer_factory.hpp:77] Creating layer res4b13_res4b13_relu_0_split +I1014 17:06:52.986352 1250 net.cpp:86] Creating Layer res4b13_res4b13_relu_0_split +I1014 17:06:52.986356 1250 net.cpp:408] res4b13_res4b13_relu_0_split <- res4b13 +I1014 17:06:52.986361 1250 net.cpp:382] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_0 +I1014 17:06:52.986367 1250 net.cpp:382] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_1 +I1014 17:06:52.986413 1250 net.cpp:124] Setting up res4b13_res4b13_relu_0_split +I1014 17:06:52.986418 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.986423 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.986424 1250 net.cpp:139] Memory required for data: 278376460 +I1014 17:06:52.986428 1250 layer_factory.hpp:77] Creating layer res4b14_branch2a +I1014 17:06:52.986441 1250 net.cpp:86] Creating Layer res4b14_branch2a +I1014 17:06:52.986445 1250 net.cpp:408] res4b14_branch2a <- res4b13_res4b13_relu_0_split_0 +I1014 17:06:52.986450 1250 net.cpp:382] res4b14_branch2a -> res4b14_branch2a +I1014 17:06:52.988678 1250 net.cpp:124] Setting up res4b14_branch2a +I1014 17:06:52.988692 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.988696 1250 net.cpp:139] Memory required for data: 278577164 +I1014 17:06:52.988701 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2a +I1014 17:06:52.988708 1250 net.cpp:86] Creating Layer bn4b14_branch2a +I1014 17:06:52.988713 1250 net.cpp:408] bn4b14_branch2a <- res4b14_branch2a +I1014 17:06:52.988718 1250 net.cpp:369] bn4b14_branch2a -> res4b14_branch2a (in-place) +I1014 17:06:52.988914 1250 net.cpp:124] Setting up bn4b14_branch2a +I1014 17:06:52.988920 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.988924 1250 net.cpp:139] Memory required for data: 278777868 +I1014 17:06:52.988940 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2a +I1014 17:06:52.988947 1250 net.cpp:86] Creating Layer scale4b14_branch2a +I1014 17:06:52.988951 1250 net.cpp:408] scale4b14_branch2a <- res4b14_branch2a +I1014 17:06:52.988957 1250 net.cpp:369] scale4b14_branch2a -> res4b14_branch2a (in-place) +I1014 17:06:52.988999 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2a +I1014 17:06:52.989109 1250 net.cpp:124] Setting up scale4b14_branch2a +I1014 17:06:52.989115 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.989117 1250 net.cpp:139] Memory required for data: 278978572 +I1014 17:06:52.989122 1250 layer_factory.hpp:77] Creating layer res4b14_branch2a_relu +I1014 17:06:52.989132 1250 net.cpp:86] Creating Layer res4b14_branch2a_relu +I1014 17:06:52.989135 1250 net.cpp:408] res4b14_branch2a_relu <- res4b14_branch2a +I1014 17:06:52.989140 1250 net.cpp:369] res4b14_branch2a_relu -> res4b14_branch2a (in-place) +I1014 17:06:52.989961 1250 net.cpp:124] Setting up res4b14_branch2a_relu +I1014 17:06:52.989972 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.989975 1250 net.cpp:139] Memory required for data: 279179276 +I1014 17:06:52.989979 1250 layer_factory.hpp:77] Creating layer res4b14_branch2b +I1014 17:06:52.989986 1250 net.cpp:86] Creating Layer res4b14_branch2b +I1014 17:06:52.989990 1250 net.cpp:408] res4b14_branch2b <- res4b14_branch2a +I1014 17:06:52.989996 1250 net.cpp:382] res4b14_branch2b -> res4b14_branch2b +I1014 17:06:52.993993 1250 net.cpp:124] Setting up res4b14_branch2b +I1014 17:06:52.994007 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.994010 1250 net.cpp:139] Memory required for data: 279379980 +I1014 17:06:52.994020 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2b +I1014 17:06:52.994035 1250 net.cpp:86] Creating Layer bn4b14_branch2b +I1014 17:06:52.994040 1250 net.cpp:408] bn4b14_branch2b <- res4b14_branch2b +I1014 17:06:52.994045 1250 net.cpp:369] bn4b14_branch2b -> res4b14_branch2b (in-place) +I1014 17:06:52.994253 1250 net.cpp:124] Setting up bn4b14_branch2b +I1014 17:06:52.994259 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.994262 1250 net.cpp:139] Memory required for data: 279580684 +I1014 17:06:52.994268 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2b +I1014 17:06:52.994278 1250 net.cpp:86] Creating Layer scale4b14_branch2b +I1014 17:06:52.994282 1250 net.cpp:408] scale4b14_branch2b <- res4b14_branch2b +I1014 17:06:52.994287 1250 net.cpp:369] scale4b14_branch2b -> res4b14_branch2b (in-place) +I1014 17:06:52.994328 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2b +I1014 17:06:52.994437 1250 net.cpp:124] Setting up scale4b14_branch2b +I1014 17:06:52.994443 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.994446 1250 net.cpp:139] Memory required for data: 279781388 +I1014 17:06:52.994451 1250 layer_factory.hpp:77] Creating layer res4b14_branch2b_relu +I1014 17:06:52.994457 1250 net.cpp:86] Creating Layer res4b14_branch2b_relu +I1014 17:06:52.994459 1250 net.cpp:408] res4b14_branch2b_relu <- res4b14_branch2b +I1014 17:06:52.994464 1250 net.cpp:369] res4b14_branch2b_relu -> res4b14_branch2b (in-place) +I1014 17:06:52.994702 1250 net.cpp:124] Setting up res4b14_branch2b_relu +I1014 17:06:52.994710 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:52.994714 1250 net.cpp:139] Memory required for data: 279982092 +I1014 17:06:52.994717 1250 layer_factory.hpp:77] Creating layer res4b14_branch2c +I1014 17:06:52.994724 1250 net.cpp:86] Creating Layer res4b14_branch2c +I1014 17:06:52.994729 1250 net.cpp:408] res4b14_branch2c <- res4b14_branch2b +I1014 17:06:52.994734 1250 net.cpp:382] res4b14_branch2c -> res4b14_branch2c +I1014 17:06:52.997606 1250 net.cpp:124] Setting up res4b14_branch2c +I1014 17:06:52.997622 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.997624 1250 net.cpp:139] Memory required for data: 280784908 +I1014 17:06:52.997629 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2c +I1014 17:06:52.997640 1250 net.cpp:86] Creating Layer bn4b14_branch2c +I1014 17:06:52.997643 1250 net.cpp:408] bn4b14_branch2c <- res4b14_branch2c +I1014 17:06:52.997648 1250 net.cpp:369] bn4b14_branch2c -> res4b14_branch2c (in-place) +I1014 17:06:52.997867 1250 net.cpp:124] Setting up bn4b14_branch2c +I1014 17:06:52.997874 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.997876 1250 net.cpp:139] Memory required for data: 281587724 +I1014 17:06:52.997884 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2c +I1014 17:06:52.997892 1250 net.cpp:86] Creating Layer scale4b14_branch2c +I1014 17:06:52.997895 1250 net.cpp:408] scale4b14_branch2c <- res4b14_branch2c +I1014 17:06:52.997900 1250 net.cpp:369] scale4b14_branch2c -> res4b14_branch2c (in-place) +I1014 17:06:52.997946 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2c +I1014 17:06:52.998075 1250 net.cpp:124] Setting up scale4b14_branch2c +I1014 17:06:52.998081 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.998085 1250 net.cpp:139] Memory required for data: 282390540 +I1014 17:06:52.998090 1250 layer_factory.hpp:77] Creating layer res4b14 +I1014 17:06:52.998095 1250 net.cpp:86] Creating Layer res4b14 +I1014 17:06:52.998097 1250 net.cpp:408] res4b14 <- res4b13_res4b13_relu_0_split_1 +I1014 17:06:52.998103 1250 net.cpp:408] res4b14 <- res4b14_branch2c +I1014 17:06:52.998107 1250 net.cpp:382] res4b14 -> res4b14 +I1014 17:06:52.998133 1250 net.cpp:124] Setting up res4b14 +I1014 17:06:52.998137 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.998141 1250 net.cpp:139] Memory required for data: 283193356 +I1014 17:06:52.998143 1250 layer_factory.hpp:77] Creating layer res4b14_relu +I1014 17:06:52.998153 1250 net.cpp:86] Creating Layer res4b14_relu +I1014 17:06:52.998157 1250 net.cpp:408] res4b14_relu <- res4b14 +I1014 17:06:52.998162 1250 net.cpp:369] res4b14_relu -> res4b14 (in-place) +I1014 17:06:52.998960 1250 net.cpp:124] Setting up res4b14_relu +I1014 17:06:52.998971 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.998975 1250 net.cpp:139] Memory required for data: 283996172 +I1014 17:06:52.998980 1250 layer_factory.hpp:77] Creating layer res4b14_res4b14_relu_0_split +I1014 17:06:52.998986 1250 net.cpp:86] Creating Layer res4b14_res4b14_relu_0_split +I1014 17:06:52.998991 1250 net.cpp:408] res4b14_res4b14_relu_0_split <- res4b14 +I1014 17:06:52.998996 1250 net.cpp:382] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_0 +I1014 17:06:52.999003 1250 net.cpp:382] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_1 +I1014 17:06:52.999047 1250 net.cpp:124] Setting up res4b14_res4b14_relu_0_split +I1014 17:06:52.999053 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.999056 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:52.999059 1250 net.cpp:139] Memory required for data: 285601804 +I1014 17:06:52.999061 1250 layer_factory.hpp:77] Creating layer res4b15_branch2a +I1014 17:06:52.999071 1250 net.cpp:86] Creating Layer res4b15_branch2a +I1014 17:06:52.999075 1250 net.cpp:408] res4b15_branch2a <- res4b14_res4b14_relu_0_split_0 +I1014 17:06:52.999081 1250 net.cpp:382] res4b15_branch2a -> res4b15_branch2a +I1014 17:06:53.001984 1250 net.cpp:124] Setting up res4b15_branch2a +I1014 17:06:53.001998 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.002002 1250 net.cpp:139] Memory required for data: 285802508 +I1014 17:06:53.002007 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2a +I1014 17:06:53.002017 1250 net.cpp:86] Creating Layer bn4b15_branch2a +I1014 17:06:53.002020 1250 net.cpp:408] bn4b15_branch2a <- res4b15_branch2a +I1014 17:06:53.002024 1250 net.cpp:369] bn4b15_branch2a -> res4b15_branch2a (in-place) +I1014 17:06:53.002230 1250 net.cpp:124] Setting up bn4b15_branch2a +I1014 17:06:53.002236 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.002239 1250 net.cpp:139] Memory required for data: 286003212 +I1014 17:06:53.002248 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2a +I1014 17:06:53.002254 1250 net.cpp:86] Creating Layer scale4b15_branch2a +I1014 17:06:53.002257 1250 net.cpp:408] scale4b15_branch2a <- res4b15_branch2a +I1014 17:06:53.002261 1250 net.cpp:369] scale4b15_branch2a -> res4b15_branch2a (in-place) +I1014 17:06:53.002301 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2a +I1014 17:06:53.002413 1250 net.cpp:124] Setting up scale4b15_branch2a +I1014 17:06:53.002418 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.002421 1250 net.cpp:139] Memory required for data: 286203916 +I1014 17:06:53.002429 1250 layer_factory.hpp:77] Creating layer res4b15_branch2a_relu +I1014 17:06:53.002436 1250 net.cpp:86] Creating Layer res4b15_branch2a_relu +I1014 17:06:53.002439 1250 net.cpp:408] res4b15_branch2a_relu <- res4b15_branch2a +I1014 17:06:53.002444 1250 net.cpp:369] res4b15_branch2a_relu -> res4b15_branch2a (in-place) +I1014 17:06:53.003235 1250 net.cpp:124] Setting up res4b15_branch2a_relu +I1014 17:06:53.003247 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.003250 1250 net.cpp:139] Memory required for data: 286404620 +I1014 17:06:53.003253 1250 layer_factory.hpp:77] Creating layer res4b15_branch2b +I1014 17:06:53.003262 1250 net.cpp:86] Creating Layer res4b15_branch2b +I1014 17:06:53.003265 1250 net.cpp:408] res4b15_branch2b <- res4b15_branch2a +I1014 17:06:53.003271 1250 net.cpp:382] res4b15_branch2b -> res4b15_branch2b +I1014 17:06:53.007344 1250 net.cpp:124] Setting up res4b15_branch2b +I1014 17:06:53.007357 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.007361 1250 net.cpp:139] Memory required for data: 286605324 +I1014 17:06:53.007366 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2b +I1014 17:06:53.007380 1250 net.cpp:86] Creating Layer bn4b15_branch2b +I1014 17:06:53.007385 1250 net.cpp:408] bn4b15_branch2b <- res4b15_branch2b +I1014 17:06:53.007390 1250 net.cpp:369] bn4b15_branch2b -> res4b15_branch2b (in-place) +I1014 17:06:53.007619 1250 net.cpp:124] Setting up bn4b15_branch2b +I1014 17:06:53.007627 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.007630 1250 net.cpp:139] Memory required for data: 286806028 +I1014 17:06:53.007638 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2b +I1014 17:06:53.007649 1250 net.cpp:86] Creating Layer scale4b15_branch2b +I1014 17:06:53.007652 1250 net.cpp:408] scale4b15_branch2b <- res4b15_branch2b +I1014 17:06:53.007658 1250 net.cpp:369] scale4b15_branch2b -> res4b15_branch2b (in-place) +I1014 17:06:53.007701 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2b +I1014 17:06:53.007818 1250 net.cpp:124] Setting up scale4b15_branch2b +I1014 17:06:53.007824 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.007827 1250 net.cpp:139] Memory required for data: 287006732 +I1014 17:06:53.007834 1250 layer_factory.hpp:77] Creating layer res4b15_branch2b_relu +I1014 17:06:53.007839 1250 net.cpp:86] Creating Layer res4b15_branch2b_relu +I1014 17:06:53.007843 1250 net.cpp:408] res4b15_branch2b_relu <- res4b15_branch2b +I1014 17:06:53.007848 1250 net.cpp:369] res4b15_branch2b_relu -> res4b15_branch2b (in-place) +I1014 17:06:53.008083 1250 net.cpp:124] Setting up res4b15_branch2b_relu +I1014 17:06:53.008091 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.008095 1250 net.cpp:139] Memory required for data: 287207436 +I1014 17:06:53.008097 1250 layer_factory.hpp:77] Creating layer res4b15_branch2c +I1014 17:06:53.008106 1250 net.cpp:86] Creating Layer res4b15_branch2c +I1014 17:06:53.008111 1250 net.cpp:408] res4b15_branch2c <- res4b15_branch2b +I1014 17:06:53.008117 1250 net.cpp:382] res4b15_branch2c -> res4b15_branch2c +I1014 17:06:53.010970 1250 net.cpp:124] Setting up res4b15_branch2c +I1014 17:06:53.010982 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.010985 1250 net.cpp:139] Memory required for data: 288010252 +I1014 17:06:53.010990 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2c +I1014 17:06:53.010999 1250 net.cpp:86] Creating Layer bn4b15_branch2c +I1014 17:06:53.011003 1250 net.cpp:408] bn4b15_branch2c <- res4b15_branch2c +I1014 17:06:53.011008 1250 net.cpp:369] bn4b15_branch2c -> res4b15_branch2c (in-place) +I1014 17:06:53.011248 1250 net.cpp:124] Setting up bn4b15_branch2c +I1014 17:06:53.011255 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.011258 1250 net.cpp:139] Memory required for data: 288813068 +I1014 17:06:53.011265 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2c +I1014 17:06:53.011273 1250 net.cpp:86] Creating Layer scale4b15_branch2c +I1014 17:06:53.011276 1250 net.cpp:408] scale4b15_branch2c <- res4b15_branch2c +I1014 17:06:53.011281 1250 net.cpp:369] scale4b15_branch2c -> res4b15_branch2c (in-place) +I1014 17:06:53.011329 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2c +I1014 17:06:53.011461 1250 net.cpp:124] Setting up scale4b15_branch2c +I1014 17:06:53.011466 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.011469 1250 net.cpp:139] Memory required for data: 289615884 +I1014 17:06:53.011476 1250 layer_factory.hpp:77] Creating layer res4b15 +I1014 17:06:53.011482 1250 net.cpp:86] Creating Layer res4b15 +I1014 17:06:53.011497 1250 net.cpp:408] res4b15 <- res4b14_res4b14_relu_0_split_1 +I1014 17:06:53.011502 1250 net.cpp:408] res4b15 <- res4b15_branch2c +I1014 17:06:53.011507 1250 net.cpp:382] res4b15 -> res4b15 +I1014 17:06:53.011529 1250 net.cpp:124] Setting up res4b15 +I1014 17:06:53.011534 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.011536 1250 net.cpp:139] Memory required for data: 290418700 +I1014 17:06:53.011539 1250 layer_factory.hpp:77] Creating layer res4b15_relu +I1014 17:06:53.011548 1250 net.cpp:86] Creating Layer res4b15_relu +I1014 17:06:53.011551 1250 net.cpp:408] res4b15_relu <- res4b15 +I1014 17:06:53.011565 1250 net.cpp:369] res4b15_relu -> res4b15 (in-place) +I1014 17:06:53.013088 1250 net.cpp:124] Setting up res4b15_relu +I1014 17:06:53.013108 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.013113 1250 net.cpp:139] Memory required for data: 291221516 +I1014 17:06:53.013118 1250 layer_factory.hpp:77] Creating layer res4b15_res4b15_relu_0_split +I1014 17:06:53.013126 1250 net.cpp:86] Creating Layer res4b15_res4b15_relu_0_split +I1014 17:06:53.013134 1250 net.cpp:408] res4b15_res4b15_relu_0_split <- res4b15 +I1014 17:06:53.013142 1250 net.cpp:382] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_0 +I1014 17:06:53.013154 1250 net.cpp:382] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_1 +I1014 17:06:53.013240 1250 net.cpp:124] Setting up res4b15_res4b15_relu_0_split +I1014 17:06:53.013248 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.013253 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.013257 1250 net.cpp:139] Memory required for data: 292827148 +I1014 17:06:53.013285 1250 layer_factory.hpp:77] Creating layer res4b16_branch2a +I1014 17:06:53.013314 1250 net.cpp:86] Creating Layer res4b16_branch2a +I1014 17:06:53.013321 1250 net.cpp:408] res4b16_branch2a <- res4b15_res4b15_relu_0_split_0 +I1014 17:06:53.013332 1250 net.cpp:382] res4b16_branch2a -> res4b16_branch2a +I1014 17:06:53.016762 1250 net.cpp:124] Setting up res4b16_branch2a +I1014 17:06:53.016783 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.016789 1250 net.cpp:139] Memory required for data: 293027852 +I1014 17:06:53.016798 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2a +I1014 17:06:53.016806 1250 net.cpp:86] Creating Layer bn4b16_branch2a +I1014 17:06:53.016813 1250 net.cpp:408] bn4b16_branch2a <- res4b16_branch2a +I1014 17:06:53.016821 1250 net.cpp:369] bn4b16_branch2a -> res4b16_branch2a (in-place) +I1014 17:06:53.017117 1250 net.cpp:124] Setting up bn4b16_branch2a +I1014 17:06:53.017125 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.017129 1250 net.cpp:139] Memory required for data: 293228556 +I1014 17:06:53.017139 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2a +I1014 17:06:53.017150 1250 net.cpp:86] Creating Layer scale4b16_branch2a +I1014 17:06:53.017155 1250 net.cpp:408] scale4b16_branch2a <- res4b16_branch2a +I1014 17:06:53.017163 1250 net.cpp:369] scale4b16_branch2a -> res4b16_branch2a (in-place) +I1014 17:06:53.017220 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2a +I1014 17:06:53.017382 1250 net.cpp:124] Setting up scale4b16_branch2a +I1014 17:06:53.017390 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.017395 1250 net.cpp:139] Memory required for data: 293429260 +I1014 17:06:53.017402 1250 layer_factory.hpp:77] Creating layer res4b16_branch2a_relu +I1014 17:06:53.017410 1250 net.cpp:86] Creating Layer res4b16_branch2a_relu +I1014 17:06:53.017416 1250 net.cpp:408] res4b16_branch2a_relu <- res4b16_branch2a +I1014 17:06:53.017422 1250 net.cpp:369] res4b16_branch2a_relu -> res4b16_branch2a (in-place) +I1014 17:06:53.018723 1250 net.cpp:124] Setting up res4b16_branch2a_relu +I1014 17:06:53.018738 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.018743 1250 net.cpp:139] Memory required for data: 293629964 +I1014 17:06:53.018748 1250 layer_factory.hpp:77] Creating layer res4b16_branch2b +I1014 17:06:53.018761 1250 net.cpp:86] Creating Layer res4b16_branch2b +I1014 17:06:53.018767 1250 net.cpp:408] res4b16_branch2b <- res4b16_branch2a +I1014 17:06:53.018777 1250 net.cpp:382] res4b16_branch2b -> res4b16_branch2b +I1014 17:06:53.024204 1250 net.cpp:124] Setting up res4b16_branch2b +I1014 17:06:53.024224 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.024230 1250 net.cpp:139] Memory required for data: 293830668 +I1014 17:06:53.024237 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2b +I1014 17:06:53.024251 1250 net.cpp:86] Creating Layer bn4b16_branch2b +I1014 17:06:53.024257 1250 net.cpp:408] bn4b16_branch2b <- res4b16_branch2b +I1014 17:06:53.024271 1250 net.cpp:369] bn4b16_branch2b -> res4b16_branch2b (in-place) +I1014 17:06:53.024570 1250 net.cpp:124] Setting up bn4b16_branch2b +I1014 17:06:53.024580 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.024585 1250 net.cpp:139] Memory required for data: 294031372 +I1014 17:06:53.024595 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2b +I1014 17:06:53.024606 1250 net.cpp:86] Creating Layer scale4b16_branch2b +I1014 17:06:53.024612 1250 net.cpp:408] scale4b16_branch2b <- res4b16_branch2b +I1014 17:06:53.024618 1250 net.cpp:369] scale4b16_branch2b -> res4b16_branch2b (in-place) +I1014 17:06:53.024679 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2b +I1014 17:06:53.024845 1250 net.cpp:124] Setting up scale4b16_branch2b +I1014 17:06:53.024854 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.024858 1250 net.cpp:139] Memory required for data: 294232076 +I1014 17:06:53.024866 1250 layer_factory.hpp:77] Creating layer res4b16_branch2b_relu +I1014 17:06:53.024878 1250 net.cpp:86] Creating Layer res4b16_branch2b_relu +I1014 17:06:53.024883 1250 net.cpp:408] res4b16_branch2b_relu <- res4b16_branch2b +I1014 17:06:53.024888 1250 net.cpp:369] res4b16_branch2b_relu -> res4b16_branch2b (in-place) +I1014 17:06:53.025207 1250 net.cpp:124] Setting up res4b16_branch2b_relu +I1014 17:06:53.025219 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.025223 1250 net.cpp:139] Memory required for data: 294432780 +I1014 17:06:53.025228 1250 layer_factory.hpp:77] Creating layer res4b16_branch2c +I1014 17:06:53.025249 1250 net.cpp:86] Creating Layer res4b16_branch2c +I1014 17:06:53.025257 1250 net.cpp:408] res4b16_branch2c <- res4b16_branch2b +I1014 17:06:53.025264 1250 net.cpp:382] res4b16_branch2c -> res4b16_branch2c +I1014 17:06:53.028937 1250 net.cpp:124] Setting up res4b16_branch2c +I1014 17:06:53.028954 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.028959 1250 net.cpp:139] Memory required for data: 295235596 +I1014 17:06:53.028964 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2c +I1014 17:06:53.028973 1250 net.cpp:86] Creating Layer bn4b16_branch2c +I1014 17:06:53.028978 1250 net.cpp:408] bn4b16_branch2c <- res4b16_branch2c +I1014 17:06:53.028985 1250 net.cpp:369] bn4b16_branch2c -> res4b16_branch2c (in-place) +I1014 17:06:53.029239 1250 net.cpp:124] Setting up bn4b16_branch2c +I1014 17:06:53.029247 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.029249 1250 net.cpp:139] Memory required for data: 296038412 +I1014 17:06:53.029258 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2c +I1014 17:06:53.029265 1250 net.cpp:86] Creating Layer scale4b16_branch2c +I1014 17:06:53.029269 1250 net.cpp:408] scale4b16_branch2c <- res4b16_branch2c +I1014 17:06:53.029276 1250 net.cpp:369] scale4b16_branch2c -> res4b16_branch2c (in-place) +I1014 17:06:53.029327 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2c +I1014 17:06:53.029481 1250 net.cpp:124] Setting up scale4b16_branch2c +I1014 17:06:53.029489 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.029491 1250 net.cpp:139] Memory required for data: 296841228 +I1014 17:06:53.029498 1250 layer_factory.hpp:77] Creating layer res4b16 +I1014 17:06:53.029507 1250 net.cpp:86] Creating Layer res4b16 +I1014 17:06:53.029511 1250 net.cpp:408] res4b16 <- res4b15_res4b15_relu_0_split_1 +I1014 17:06:53.029515 1250 net.cpp:408] res4b16 <- res4b16_branch2c +I1014 17:06:53.029520 1250 net.cpp:382] res4b16 -> res4b16 +I1014 17:06:53.029551 1250 net.cpp:124] Setting up res4b16 +I1014 17:06:53.029558 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.029561 1250 net.cpp:139] Memory required for data: 297644044 +I1014 17:06:53.029564 1250 layer_factory.hpp:77] Creating layer res4b16_relu +I1014 17:06:53.029572 1250 net.cpp:86] Creating Layer res4b16_relu +I1014 17:06:53.029577 1250 net.cpp:408] res4b16_relu <- res4b16 +I1014 17:06:53.029580 1250 net.cpp:369] res4b16_relu -> res4b16 (in-place) +I1014 17:06:53.030464 1250 net.cpp:124] Setting up res4b16_relu +I1014 17:06:53.030481 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.030485 1250 net.cpp:139] Memory required for data: 298446860 +I1014 17:06:53.030489 1250 layer_factory.hpp:77] Creating layer res4b16_res4b16_relu_0_split +I1014 17:06:53.030496 1250 net.cpp:86] Creating Layer res4b16_res4b16_relu_0_split +I1014 17:06:53.030499 1250 net.cpp:408] res4b16_res4b16_relu_0_split <- res4b16 +I1014 17:06:53.030508 1250 net.cpp:382] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_0 +I1014 17:06:53.030515 1250 net.cpp:382] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_1 +I1014 17:06:53.030570 1250 net.cpp:124] Setting up res4b16_res4b16_relu_0_split +I1014 17:06:53.030576 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.030580 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.030583 1250 net.cpp:139] Memory required for data: 300052492 +I1014 17:06:53.030586 1250 layer_factory.hpp:77] Creating layer res4b17_branch2a +I1014 17:06:53.030597 1250 net.cpp:86] Creating Layer res4b17_branch2a +I1014 17:06:53.030601 1250 net.cpp:408] res4b17_branch2a <- res4b16_res4b16_relu_0_split_0 +I1014 17:06:53.030607 1250 net.cpp:382] res4b17_branch2a -> res4b17_branch2a +I1014 17:06:53.033149 1250 net.cpp:124] Setting up res4b17_branch2a +I1014 17:06:53.033164 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.033169 1250 net.cpp:139] Memory required for data: 300253196 +I1014 17:06:53.033174 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2a +I1014 17:06:53.033186 1250 net.cpp:86] Creating Layer bn4b17_branch2a +I1014 17:06:53.033190 1250 net.cpp:408] bn4b17_branch2a <- res4b17_branch2a +I1014 17:06:53.033198 1250 net.cpp:369] bn4b17_branch2a -> res4b17_branch2a (in-place) +I1014 17:06:53.033435 1250 net.cpp:124] Setting up bn4b17_branch2a +I1014 17:06:53.033442 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.033445 1250 net.cpp:139] Memory required for data: 300453900 +I1014 17:06:53.033453 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2a +I1014 17:06:53.033460 1250 net.cpp:86] Creating Layer scale4b17_branch2a +I1014 17:06:53.033464 1250 net.cpp:408] scale4b17_branch2a <- res4b17_branch2a +I1014 17:06:53.033470 1250 net.cpp:369] scale4b17_branch2a -> res4b17_branch2a (in-place) +I1014 17:06:53.033514 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2a +I1014 17:06:53.033643 1250 net.cpp:124] Setting up scale4b17_branch2a +I1014 17:06:53.033651 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.033654 1250 net.cpp:139] Memory required for data: 300654604 +I1014 17:06:53.033660 1250 layer_factory.hpp:77] Creating layer res4b17_branch2a_relu +I1014 17:06:53.033668 1250 net.cpp:86] Creating Layer res4b17_branch2a_relu +I1014 17:06:53.033671 1250 net.cpp:408] res4b17_branch2a_relu <- res4b17_branch2a +I1014 17:06:53.033675 1250 net.cpp:369] res4b17_branch2a_relu -> res4b17_branch2a (in-place) +I1014 17:06:53.034548 1250 net.cpp:124] Setting up res4b17_branch2a_relu +I1014 17:06:53.034559 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.034562 1250 net.cpp:139] Memory required for data: 300855308 +I1014 17:06:53.034566 1250 layer_factory.hpp:77] Creating layer res4b17_branch2b +I1014 17:06:53.034577 1250 net.cpp:86] Creating Layer res4b17_branch2b +I1014 17:06:53.034584 1250 net.cpp:408] res4b17_branch2b <- res4b17_branch2a +I1014 17:06:53.034590 1250 net.cpp:382] res4b17_branch2b -> res4b17_branch2b +I1014 17:06:53.039054 1250 net.cpp:124] Setting up res4b17_branch2b +I1014 17:06:53.039072 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.039075 1250 net.cpp:139] Memory required for data: 301056012 +I1014 17:06:53.039083 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2b +I1014 17:06:53.039093 1250 net.cpp:86] Creating Layer bn4b17_branch2b +I1014 17:06:53.039098 1250 net.cpp:408] bn4b17_branch2b <- res4b17_branch2b +I1014 17:06:53.039105 1250 net.cpp:369] bn4b17_branch2b -> res4b17_branch2b (in-place) +I1014 17:06:53.039356 1250 net.cpp:124] Setting up bn4b17_branch2b +I1014 17:06:53.039364 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.039367 1250 net.cpp:139] Memory required for data: 301256716 +I1014 17:06:53.039376 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2b +I1014 17:06:53.039383 1250 net.cpp:86] Creating Layer scale4b17_branch2b +I1014 17:06:53.039387 1250 net.cpp:408] scale4b17_branch2b <- res4b17_branch2b +I1014 17:06:53.039392 1250 net.cpp:369] scale4b17_branch2b -> res4b17_branch2b (in-place) +I1014 17:06:53.039443 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2b +I1014 17:06:53.039583 1250 net.cpp:124] Setting up scale4b17_branch2b +I1014 17:06:53.039594 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.039597 1250 net.cpp:139] Memory required for data: 301457420 +I1014 17:06:53.039604 1250 layer_factory.hpp:77] Creating layer res4b17_branch2b_relu +I1014 17:06:53.039613 1250 net.cpp:86] Creating Layer res4b17_branch2b_relu +I1014 17:06:53.039616 1250 net.cpp:408] res4b17_branch2b_relu <- res4b17_branch2b +I1014 17:06:53.039623 1250 net.cpp:369] res4b17_branch2b_relu -> res4b17_branch2b (in-place) +I1014 17:06:53.039875 1250 net.cpp:124] Setting up res4b17_branch2b_relu +I1014 17:06:53.039885 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.039888 1250 net.cpp:139] Memory required for data: 301658124 +I1014 17:06:53.039892 1250 layer_factory.hpp:77] Creating layer res4b17_branch2c +I1014 17:06:53.039903 1250 net.cpp:86] Creating Layer res4b17_branch2c +I1014 17:06:53.039907 1250 net.cpp:408] res4b17_branch2c <- res4b17_branch2b +I1014 17:06:53.039913 1250 net.cpp:382] res4b17_branch2c -> res4b17_branch2c +I1014 17:06:53.043702 1250 net.cpp:124] Setting up res4b17_branch2c +I1014 17:06:53.043720 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.043723 1250 net.cpp:139] Memory required for data: 302460940 +I1014 17:06:53.043731 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2c +I1014 17:06:53.043741 1250 net.cpp:86] Creating Layer bn4b17_branch2c +I1014 17:06:53.043745 1250 net.cpp:408] bn4b17_branch2c <- res4b17_branch2c +I1014 17:06:53.043752 1250 net.cpp:369] bn4b17_branch2c -> res4b17_branch2c (in-place) +I1014 17:06:53.044020 1250 net.cpp:124] Setting up bn4b17_branch2c +I1014 17:06:53.044028 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.044031 1250 net.cpp:139] Memory required for data: 303263756 +I1014 17:06:53.044039 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2c +I1014 17:06:53.044046 1250 net.cpp:86] Creating Layer scale4b17_branch2c +I1014 17:06:53.044050 1250 net.cpp:408] scale4b17_branch2c <- res4b17_branch2c +I1014 17:06:53.044055 1250 net.cpp:369] scale4b17_branch2c -> res4b17_branch2c (in-place) +I1014 17:06:53.044111 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2c +I1014 17:06:53.044265 1250 net.cpp:124] Setting up scale4b17_branch2c +I1014 17:06:53.044271 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.044275 1250 net.cpp:139] Memory required for data: 304066572 +I1014 17:06:53.044281 1250 layer_factory.hpp:77] Creating layer res4b17 +I1014 17:06:53.044289 1250 net.cpp:86] Creating Layer res4b17 +I1014 17:06:53.044293 1250 net.cpp:408] res4b17 <- res4b16_res4b16_relu_0_split_1 +I1014 17:06:53.044297 1250 net.cpp:408] res4b17 <- res4b17_branch2c +I1014 17:06:53.044306 1250 net.cpp:382] res4b17 -> res4b17 +I1014 17:06:53.044335 1250 net.cpp:124] Setting up res4b17 +I1014 17:06:53.044342 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.044344 1250 net.cpp:139] Memory required for data: 304869388 +I1014 17:06:53.044348 1250 layer_factory.hpp:77] Creating layer res4b17_relu +I1014 17:06:53.044356 1250 net.cpp:86] Creating Layer res4b17_relu +I1014 17:06:53.044360 1250 net.cpp:408] res4b17_relu <- res4b17 +I1014 17:06:53.044364 1250 net.cpp:369] res4b17_relu -> res4b17 (in-place) +I1014 17:06:53.045255 1250 net.cpp:124] Setting up res4b17_relu +I1014 17:06:53.045267 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.045276 1250 net.cpp:139] Memory required for data: 305672204 +I1014 17:06:53.045280 1250 layer_factory.hpp:77] Creating layer res4b17_res4b17_relu_0_split +I1014 17:06:53.045289 1250 net.cpp:86] Creating Layer res4b17_res4b17_relu_0_split +I1014 17:06:53.045292 1250 net.cpp:408] res4b17_res4b17_relu_0_split <- res4b17 +I1014 17:06:53.045298 1250 net.cpp:382] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_0 +I1014 17:06:53.045306 1250 net.cpp:382] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_1 +I1014 17:06:53.045363 1250 net.cpp:124] Setting up res4b17_res4b17_relu_0_split +I1014 17:06:53.045369 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.045374 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.045377 1250 net.cpp:139] Memory required for data: 307277836 +I1014 17:06:53.045380 1250 layer_factory.hpp:77] Creating layer res4b18_branch2a +I1014 17:06:53.045390 1250 net.cpp:86] Creating Layer res4b18_branch2a +I1014 17:06:53.045394 1250 net.cpp:408] res4b18_branch2a <- res4b17_res4b17_relu_0_split_0 +I1014 17:06:53.045402 1250 net.cpp:382] res4b18_branch2a -> res4b18_branch2a +I1014 17:06:53.047942 1250 net.cpp:124] Setting up res4b18_branch2a +I1014 17:06:53.047958 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.047962 1250 net.cpp:139] Memory required for data: 307478540 +I1014 17:06:53.047968 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2a +I1014 17:06:53.047979 1250 net.cpp:86] Creating Layer bn4b18_branch2a +I1014 17:06:53.047983 1250 net.cpp:408] bn4b18_branch2a <- res4b18_branch2a +I1014 17:06:53.047991 1250 net.cpp:369] bn4b18_branch2a -> res4b18_branch2a (in-place) +I1014 17:06:53.048229 1250 net.cpp:124] Setting up bn4b18_branch2a +I1014 17:06:53.048238 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.048240 1250 net.cpp:139] Memory required for data: 307679244 +I1014 17:06:53.048249 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2a +I1014 17:06:53.048256 1250 net.cpp:86] Creating Layer scale4b18_branch2a +I1014 17:06:53.048260 1250 net.cpp:408] scale4b18_branch2a <- res4b18_branch2a +I1014 17:06:53.048265 1250 net.cpp:369] scale4b18_branch2a -> res4b18_branch2a (in-place) +I1014 17:06:53.048316 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2a +I1014 17:06:53.048450 1250 net.cpp:124] Setting up scale4b18_branch2a +I1014 17:06:53.048457 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.048460 1250 net.cpp:139] Memory required for data: 307879948 +I1014 17:06:53.048466 1250 layer_factory.hpp:77] Creating layer res4b18_branch2a_relu +I1014 17:06:53.048473 1250 net.cpp:86] Creating Layer res4b18_branch2a_relu +I1014 17:06:53.048476 1250 net.cpp:408] res4b18_branch2a_relu <- res4b18_branch2a +I1014 17:06:53.048483 1250 net.cpp:369] res4b18_branch2a_relu -> res4b18_branch2a (in-place) +I1014 17:06:53.049353 1250 net.cpp:124] Setting up res4b18_branch2a_relu +I1014 17:06:53.049365 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.049370 1250 net.cpp:139] Memory required for data: 308080652 +I1014 17:06:53.049373 1250 layer_factory.hpp:77] Creating layer res4b18_branch2b +I1014 17:06:53.049384 1250 net.cpp:86] Creating Layer res4b18_branch2b +I1014 17:06:53.049389 1250 net.cpp:408] res4b18_branch2b <- res4b18_branch2a +I1014 17:06:53.049396 1250 net.cpp:382] res4b18_branch2b -> res4b18_branch2b +I1014 17:06:53.053869 1250 net.cpp:124] Setting up res4b18_branch2b +I1014 17:06:53.053884 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.053889 1250 net.cpp:139] Memory required for data: 308281356 +I1014 17:06:53.053895 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2b +I1014 17:06:53.053905 1250 net.cpp:86] Creating Layer bn4b18_branch2b +I1014 17:06:53.053910 1250 net.cpp:408] bn4b18_branch2b <- res4b18_branch2b +I1014 17:06:53.053917 1250 net.cpp:369] bn4b18_branch2b -> res4b18_branch2b (in-place) +I1014 17:06:53.054163 1250 net.cpp:124] Setting up bn4b18_branch2b +I1014 17:06:53.054170 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.054179 1250 net.cpp:139] Memory required for data: 308482060 +I1014 17:06:53.054189 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2b +I1014 17:06:53.054198 1250 net.cpp:86] Creating Layer scale4b18_branch2b +I1014 17:06:53.054201 1250 net.cpp:408] scale4b18_branch2b <- res4b18_branch2b +I1014 17:06:53.054210 1250 net.cpp:369] scale4b18_branch2b -> res4b18_branch2b (in-place) +I1014 17:06:53.054260 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2b +I1014 17:06:53.054395 1250 net.cpp:124] Setting up scale4b18_branch2b +I1014 17:06:53.054402 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.054405 1250 net.cpp:139] Memory required for data: 308682764 +I1014 17:06:53.054412 1250 layer_factory.hpp:77] Creating layer res4b18_branch2b_relu +I1014 17:06:53.054420 1250 net.cpp:86] Creating Layer res4b18_branch2b_relu +I1014 17:06:53.054424 1250 net.cpp:408] res4b18_branch2b_relu <- res4b18_branch2b +I1014 17:06:53.054428 1250 net.cpp:369] res4b18_branch2b_relu -> res4b18_branch2b (in-place) +I1014 17:06:53.054683 1250 net.cpp:124] Setting up res4b18_branch2b_relu +I1014 17:06:53.054693 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.054697 1250 net.cpp:139] Memory required for data: 308883468 +I1014 17:06:53.054700 1250 layer_factory.hpp:77] Creating layer res4b18_branch2c +I1014 17:06:53.054710 1250 net.cpp:86] Creating Layer res4b18_branch2c +I1014 17:06:53.054715 1250 net.cpp:408] res4b18_branch2c <- res4b18_branch2b +I1014 17:06:53.054721 1250 net.cpp:382] res4b18_branch2c -> res4b18_branch2c +I1014 17:06:53.058558 1250 net.cpp:124] Setting up res4b18_branch2c +I1014 17:06:53.058575 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.058579 1250 net.cpp:139] Memory required for data: 309686284 +I1014 17:06:53.058585 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2c +I1014 17:06:53.058595 1250 net.cpp:86] Creating Layer bn4b18_branch2c +I1014 17:06:53.058599 1250 net.cpp:408] bn4b18_branch2c <- res4b18_branch2c +I1014 17:06:53.058607 1250 net.cpp:369] bn4b18_branch2c -> res4b18_branch2c (in-place) +I1014 17:06:53.058871 1250 net.cpp:124] Setting up bn4b18_branch2c +I1014 17:06:53.058878 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.058881 1250 net.cpp:139] Memory required for data: 310489100 +I1014 17:06:53.058890 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2c +I1014 17:06:53.058899 1250 net.cpp:86] Creating Layer scale4b18_branch2c +I1014 17:06:53.058903 1250 net.cpp:408] scale4b18_branch2c <- res4b18_branch2c +I1014 17:06:53.058908 1250 net.cpp:369] scale4b18_branch2c -> res4b18_branch2c (in-place) +I1014 17:06:53.058964 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2c +I1014 17:06:53.059119 1250 net.cpp:124] Setting up scale4b18_branch2c +I1014 17:06:53.059126 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.059129 1250 net.cpp:139] Memory required for data: 311291916 +I1014 17:06:53.059135 1250 layer_factory.hpp:77] Creating layer res4b18 +I1014 17:06:53.059144 1250 net.cpp:86] Creating Layer res4b18 +I1014 17:06:53.059147 1250 net.cpp:408] res4b18 <- res4b17_res4b17_relu_0_split_1 +I1014 17:06:53.059152 1250 net.cpp:408] res4b18 <- res4b18_branch2c +I1014 17:06:53.059157 1250 net.cpp:382] res4b18 -> res4b18 +I1014 17:06:53.059188 1250 net.cpp:124] Setting up res4b18 +I1014 17:06:53.059195 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.059197 1250 net.cpp:139] Memory required for data: 312094732 +I1014 17:06:53.059201 1250 layer_factory.hpp:77] Creating layer res4b18_relu +I1014 17:06:53.059207 1250 net.cpp:86] Creating Layer res4b18_relu +I1014 17:06:53.059211 1250 net.cpp:408] res4b18_relu <- res4b18 +I1014 17:06:53.059216 1250 net.cpp:369] res4b18_relu -> res4b18 (in-place) +I1014 17:06:53.060113 1250 net.cpp:124] Setting up res4b18_relu +I1014 17:06:53.060128 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.060132 1250 net.cpp:139] Memory required for data: 312897548 +I1014 17:06:53.060137 1250 layer_factory.hpp:77] Creating layer res4b18_res4b18_relu_0_split +I1014 17:06:53.060150 1250 net.cpp:86] Creating Layer res4b18_res4b18_relu_0_split +I1014 17:06:53.060155 1250 net.cpp:408] res4b18_res4b18_relu_0_split <- res4b18 +I1014 17:06:53.060160 1250 net.cpp:382] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_0 +I1014 17:06:53.060170 1250 net.cpp:382] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_1 +I1014 17:06:53.060226 1250 net.cpp:124] Setting up res4b18_res4b18_relu_0_split +I1014 17:06:53.060233 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.060237 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.060240 1250 net.cpp:139] Memory required for data: 314503180 +I1014 17:06:53.060245 1250 layer_factory.hpp:77] Creating layer res4b19_branch2a +I1014 17:06:53.060256 1250 net.cpp:86] Creating Layer res4b19_branch2a +I1014 17:06:53.060261 1250 net.cpp:408] res4b19_branch2a <- res4b18_res4b18_relu_0_split_0 +I1014 17:06:53.060267 1250 net.cpp:382] res4b19_branch2a -> res4b19_branch2a +I1014 17:06:53.063002 1250 net.cpp:124] Setting up res4b19_branch2a +I1014 17:06:53.063015 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.063019 1250 net.cpp:139] Memory required for data: 314703884 +I1014 17:06:53.063025 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2a +I1014 17:06:53.063035 1250 net.cpp:86] Creating Layer bn4b19_branch2a +I1014 17:06:53.063040 1250 net.cpp:408] bn4b19_branch2a <- res4b19_branch2a +I1014 17:06:53.063046 1250 net.cpp:369] bn4b19_branch2a -> res4b19_branch2a (in-place) +I1014 17:06:53.063293 1250 net.cpp:124] Setting up bn4b19_branch2a +I1014 17:06:53.063300 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.063303 1250 net.cpp:139] Memory required for data: 314904588 +I1014 17:06:53.063311 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2a +I1014 17:06:53.063319 1250 net.cpp:86] Creating Layer scale4b19_branch2a +I1014 17:06:53.063323 1250 net.cpp:408] scale4b19_branch2a <- res4b19_branch2a +I1014 17:06:53.063328 1250 net.cpp:369] scale4b19_branch2a -> res4b19_branch2a (in-place) +I1014 17:06:53.063376 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2a +I1014 17:06:53.063511 1250 net.cpp:124] Setting up scale4b19_branch2a +I1014 17:06:53.063519 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.063521 1250 net.cpp:139] Memory required for data: 315105292 +I1014 17:06:53.063527 1250 layer_factory.hpp:77] Creating layer res4b19_branch2a_relu +I1014 17:06:53.063539 1250 net.cpp:86] Creating Layer res4b19_branch2a_relu +I1014 17:06:53.063542 1250 net.cpp:408] res4b19_branch2a_relu <- res4b19_branch2a +I1014 17:06:53.063546 1250 net.cpp:369] res4b19_branch2a_relu -> res4b19_branch2a (in-place) +I1014 17:06:53.064446 1250 net.cpp:124] Setting up res4b19_branch2a_relu +I1014 17:06:53.064463 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.064466 1250 net.cpp:139] Memory required for data: 315305996 +I1014 17:06:53.064471 1250 layer_factory.hpp:77] Creating layer res4b19_branch2b +I1014 17:06:53.064481 1250 net.cpp:86] Creating Layer res4b19_branch2b +I1014 17:06:53.064486 1250 net.cpp:408] res4b19_branch2b <- res4b19_branch2a +I1014 17:06:53.064493 1250 net.cpp:382] res4b19_branch2b -> res4b19_branch2b +I1014 17:06:53.069483 1250 net.cpp:124] Setting up res4b19_branch2b +I1014 17:06:53.069500 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.069504 1250 net.cpp:139] Memory required for data: 315506700 +I1014 17:06:53.069514 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2b +I1014 17:06:53.069524 1250 net.cpp:86] Creating Layer bn4b19_branch2b +I1014 17:06:53.069527 1250 net.cpp:408] bn4b19_branch2b <- res4b19_branch2b +I1014 17:06:53.069533 1250 net.cpp:369] bn4b19_branch2b -> res4b19_branch2b (in-place) +I1014 17:06:53.069788 1250 net.cpp:124] Setting up bn4b19_branch2b +I1014 17:06:53.069795 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.069798 1250 net.cpp:139] Memory required for data: 315707404 +I1014 17:06:53.069806 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2b +I1014 17:06:53.069826 1250 net.cpp:86] Creating Layer scale4b19_branch2b +I1014 17:06:53.069831 1250 net.cpp:408] scale4b19_branch2b <- res4b19_branch2b +I1014 17:06:53.069836 1250 net.cpp:369] scale4b19_branch2b -> res4b19_branch2b (in-place) +I1014 17:06:53.069888 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2b +I1014 17:06:53.070029 1250 net.cpp:124] Setting up scale4b19_branch2b +I1014 17:06:53.070035 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.070039 1250 net.cpp:139] Memory required for data: 315908108 +I1014 17:06:53.070046 1250 layer_factory.hpp:77] Creating layer res4b19_branch2b_relu +I1014 17:06:53.070052 1250 net.cpp:86] Creating Layer res4b19_branch2b_relu +I1014 17:06:53.070056 1250 net.cpp:408] res4b19_branch2b_relu <- res4b19_branch2b +I1014 17:06:53.070062 1250 net.cpp:369] res4b19_branch2b_relu -> res4b19_branch2b (in-place) +I1014 17:06:53.070317 1250 net.cpp:124] Setting up res4b19_branch2b_relu +I1014 17:06:53.070327 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.070329 1250 net.cpp:139] Memory required for data: 316108812 +I1014 17:06:53.070333 1250 layer_factory.hpp:77] Creating layer res4b19_branch2c +I1014 17:06:53.070345 1250 net.cpp:86] Creating Layer res4b19_branch2c +I1014 17:06:53.070349 1250 net.cpp:408] res4b19_branch2c <- res4b19_branch2b +I1014 17:06:53.070358 1250 net.cpp:382] res4b19_branch2c -> res4b19_branch2c +I1014 17:06:53.073565 1250 net.cpp:124] Setting up res4b19_branch2c +I1014 17:06:53.073581 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.073585 1250 net.cpp:139] Memory required for data: 316911628 +I1014 17:06:53.073592 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2c +I1014 17:06:53.073603 1250 net.cpp:86] Creating Layer bn4b19_branch2c +I1014 17:06:53.073608 1250 net.cpp:408] bn4b19_branch2c <- res4b19_branch2c +I1014 17:06:53.073616 1250 net.cpp:369] bn4b19_branch2c -> res4b19_branch2c (in-place) +I1014 17:06:53.073882 1250 net.cpp:124] Setting up bn4b19_branch2c +I1014 17:06:53.073889 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.073892 1250 net.cpp:139] Memory required for data: 317714444 +I1014 17:06:53.073900 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2c +I1014 17:06:53.073909 1250 net.cpp:86] Creating Layer scale4b19_branch2c +I1014 17:06:53.073912 1250 net.cpp:408] scale4b19_branch2c <- res4b19_branch2c +I1014 17:06:53.073920 1250 net.cpp:369] scale4b19_branch2c -> res4b19_branch2c (in-place) +I1014 17:06:53.073974 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2c +I1014 17:06:53.074133 1250 net.cpp:124] Setting up scale4b19_branch2c +I1014 17:06:53.074141 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.074143 1250 net.cpp:139] Memory required for data: 318517260 +I1014 17:06:53.074151 1250 layer_factory.hpp:77] Creating layer res4b19 +I1014 17:06:53.074157 1250 net.cpp:86] Creating Layer res4b19 +I1014 17:06:53.074162 1250 net.cpp:408] res4b19 <- res4b18_res4b18_relu_0_split_1 +I1014 17:06:53.074165 1250 net.cpp:408] res4b19 <- res4b19_branch2c +I1014 17:06:53.074170 1250 net.cpp:382] res4b19 -> res4b19 +I1014 17:06:53.074203 1250 net.cpp:124] Setting up res4b19 +I1014 17:06:53.074208 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.074211 1250 net.cpp:139] Memory required for data: 319320076 +I1014 17:06:53.074214 1250 layer_factory.hpp:77] Creating layer res4b19_relu +I1014 17:06:53.074223 1250 net.cpp:86] Creating Layer res4b19_relu +I1014 17:06:53.074226 1250 net.cpp:408] res4b19_relu <- res4b19 +I1014 17:06:53.074231 1250 net.cpp:369] res4b19_relu -> res4b19 (in-place) +I1014 17:06:53.075122 1250 net.cpp:124] Setting up res4b19_relu +I1014 17:06:53.075134 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.075137 1250 net.cpp:139] Memory required for data: 320122892 +I1014 17:06:53.075141 1250 layer_factory.hpp:77] Creating layer res4b19_res4b19_relu_0_split +I1014 17:06:53.075147 1250 net.cpp:86] Creating Layer res4b19_res4b19_relu_0_split +I1014 17:06:53.075157 1250 net.cpp:408] res4b19_res4b19_relu_0_split <- res4b19 +I1014 17:06:53.075167 1250 net.cpp:382] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_0 +I1014 17:06:53.075176 1250 net.cpp:382] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_1 +I1014 17:06:53.075233 1250 net.cpp:124] Setting up res4b19_res4b19_relu_0_split +I1014 17:06:53.075240 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.075244 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.075248 1250 net.cpp:139] Memory required for data: 321728524 +I1014 17:06:53.075251 1250 layer_factory.hpp:77] Creating layer res4b20_branch2a +I1014 17:06:53.075263 1250 net.cpp:86] Creating Layer res4b20_branch2a +I1014 17:06:53.075265 1250 net.cpp:408] res4b20_branch2a <- res4b19_res4b19_relu_0_split_0 +I1014 17:06:53.075273 1250 net.cpp:382] res4b20_branch2a -> res4b20_branch2a +I1014 17:06:53.077864 1250 net.cpp:124] Setting up res4b20_branch2a +I1014 17:06:53.077881 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.077885 1250 net.cpp:139] Memory required for data: 321929228 +I1014 17:06:53.077891 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2a +I1014 17:06:53.077901 1250 net.cpp:86] Creating Layer bn4b20_branch2a +I1014 17:06:53.077905 1250 net.cpp:408] bn4b20_branch2a <- res4b20_branch2a +I1014 17:06:53.077913 1250 net.cpp:369] bn4b20_branch2a -> res4b20_branch2a (in-place) +I1014 17:06:53.078164 1250 net.cpp:124] Setting up bn4b20_branch2a +I1014 17:06:53.078172 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.078176 1250 net.cpp:139] Memory required for data: 322129932 +I1014 17:06:53.078207 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2a +I1014 17:06:53.078214 1250 net.cpp:86] Creating Layer scale4b20_branch2a +I1014 17:06:53.078218 1250 net.cpp:408] scale4b20_branch2a <- res4b20_branch2a +I1014 17:06:53.078223 1250 net.cpp:369] scale4b20_branch2a -> res4b20_branch2a (in-place) +I1014 17:06:53.078275 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2a +I1014 17:06:53.078415 1250 net.cpp:124] Setting up scale4b20_branch2a +I1014 17:06:53.078423 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.078425 1250 net.cpp:139] Memory required for data: 322330636 +I1014 17:06:53.078431 1250 layer_factory.hpp:77] Creating layer res4b20_branch2a_relu +I1014 17:06:53.078439 1250 net.cpp:86] Creating Layer res4b20_branch2a_relu +I1014 17:06:53.078444 1250 net.cpp:408] res4b20_branch2a_relu <- res4b20_branch2a +I1014 17:06:53.078449 1250 net.cpp:369] res4b20_branch2a_relu -> res4b20_branch2a (in-place) +I1014 17:06:53.079335 1250 net.cpp:124] Setting up res4b20_branch2a_relu +I1014 17:06:53.079347 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.079351 1250 net.cpp:139] Memory required for data: 322531340 +I1014 17:06:53.079356 1250 layer_factory.hpp:77] Creating layer res4b20_branch2b +I1014 17:06:53.079370 1250 net.cpp:86] Creating Layer res4b20_branch2b +I1014 17:06:53.079373 1250 net.cpp:408] res4b20_branch2b <- res4b20_branch2a +I1014 17:06:53.079380 1250 net.cpp:382] res4b20_branch2b -> res4b20_branch2b +I1014 17:06:53.084544 1250 net.cpp:124] Setting up res4b20_branch2b +I1014 17:06:53.084561 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.084565 1250 net.cpp:139] Memory required for data: 322732044 +I1014 17:06:53.084571 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2b +I1014 17:06:53.084581 1250 net.cpp:86] Creating Layer bn4b20_branch2b +I1014 17:06:53.084586 1250 net.cpp:408] bn4b20_branch2b <- res4b20_branch2b +I1014 17:06:53.084591 1250 net.cpp:369] bn4b20_branch2b -> res4b20_branch2b (in-place) +I1014 17:06:53.084854 1250 net.cpp:124] Setting up bn4b20_branch2b +I1014 17:06:53.084862 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.084866 1250 net.cpp:139] Memory required for data: 322932748 +I1014 17:06:53.084872 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2b +I1014 17:06:53.084893 1250 net.cpp:86] Creating Layer scale4b20_branch2b +I1014 17:06:53.084903 1250 net.cpp:408] scale4b20_branch2b <- res4b20_branch2b +I1014 17:06:53.084911 1250 net.cpp:369] scale4b20_branch2b -> res4b20_branch2b (in-place) +I1014 17:06:53.084969 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2b +I1014 17:06:53.085111 1250 net.cpp:124] Setting up scale4b20_branch2b +I1014 17:06:53.085120 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.085124 1250 net.cpp:139] Memory required for data: 323133452 +I1014 17:06:53.085129 1250 layer_factory.hpp:77] Creating layer res4b20_branch2b_relu +I1014 17:06:53.085135 1250 net.cpp:86] Creating Layer res4b20_branch2b_relu +I1014 17:06:53.085139 1250 net.cpp:408] res4b20_branch2b_relu <- res4b20_branch2b +I1014 17:06:53.085144 1250 net.cpp:369] res4b20_branch2b_relu -> res4b20_branch2b (in-place) +I1014 17:06:53.085410 1250 net.cpp:124] Setting up res4b20_branch2b_relu +I1014 17:06:53.085422 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.085424 1250 net.cpp:139] Memory required for data: 323334156 +I1014 17:06:53.085434 1250 layer_factory.hpp:77] Creating layer res4b20_branch2c +I1014 17:06:53.085443 1250 net.cpp:86] Creating Layer res4b20_branch2c +I1014 17:06:53.085446 1250 net.cpp:408] res4b20_branch2c <- res4b20_branch2b +I1014 17:06:53.085454 1250 net.cpp:382] res4b20_branch2c -> res4b20_branch2c +I1014 17:06:53.088615 1250 net.cpp:124] Setting up res4b20_branch2c +I1014 17:06:53.088634 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.088639 1250 net.cpp:139] Memory required for data: 324136972 +I1014 17:06:53.088644 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2c +I1014 17:06:53.088667 1250 net.cpp:86] Creating Layer bn4b20_branch2c +I1014 17:06:53.088673 1250 net.cpp:408] bn4b20_branch2c <- res4b20_branch2c +I1014 17:06:53.088680 1250 net.cpp:369] bn4b20_branch2c -> res4b20_branch2c (in-place) +I1014 17:06:53.088968 1250 net.cpp:124] Setting up bn4b20_branch2c +I1014 17:06:53.088975 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.088979 1250 net.cpp:139] Memory required for data: 324939788 +I1014 17:06:53.088986 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2c +I1014 17:06:53.088992 1250 net.cpp:86] Creating Layer scale4b20_branch2c +I1014 17:06:53.088996 1250 net.cpp:408] scale4b20_branch2c <- res4b20_branch2c +I1014 17:06:53.089001 1250 net.cpp:369] scale4b20_branch2c -> res4b20_branch2c (in-place) +I1014 17:06:53.089059 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2c +I1014 17:06:53.089227 1250 net.cpp:124] Setting up scale4b20_branch2c +I1014 17:06:53.089234 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.089237 1250 net.cpp:139] Memory required for data: 325742604 +I1014 17:06:53.089243 1250 layer_factory.hpp:77] Creating layer res4b20 +I1014 17:06:53.089249 1250 net.cpp:86] Creating Layer res4b20 +I1014 17:06:53.089253 1250 net.cpp:408] res4b20 <- res4b19_res4b19_relu_0_split_1 +I1014 17:06:53.089257 1250 net.cpp:408] res4b20 <- res4b20_branch2c +I1014 17:06:53.089264 1250 net.cpp:382] res4b20 -> res4b20 +I1014 17:06:53.089296 1250 net.cpp:124] Setting up res4b20 +I1014 17:06:53.089303 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.089305 1250 net.cpp:139] Memory required for data: 326545420 +I1014 17:06:53.089316 1250 layer_factory.hpp:77] Creating layer res4b20_relu +I1014 17:06:53.089330 1250 net.cpp:86] Creating Layer res4b20_relu +I1014 17:06:53.089334 1250 net.cpp:408] res4b20_relu <- res4b20 +I1014 17:06:53.089339 1250 net.cpp:369] res4b20_relu -> res4b20 (in-place) +I1014 17:06:53.090437 1250 net.cpp:124] Setting up res4b20_relu +I1014 17:06:53.090451 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.090456 1250 net.cpp:139] Memory required for data: 327348236 +I1014 17:06:53.090459 1250 layer_factory.hpp:77] Creating layer res4b20_res4b20_relu_0_split +I1014 17:06:53.090466 1250 net.cpp:86] Creating Layer res4b20_res4b20_relu_0_split +I1014 17:06:53.090469 1250 net.cpp:408] res4b20_res4b20_relu_0_split <- res4b20 +I1014 17:06:53.090476 1250 net.cpp:382] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_0 +I1014 17:06:53.090492 1250 net.cpp:382] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_1 +I1014 17:06:53.090553 1250 net.cpp:124] Setting up res4b20_res4b20_relu_0_split +I1014 17:06:53.090560 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.090564 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.090567 1250 net.cpp:139] Memory required for data: 328953868 +I1014 17:06:53.090570 1250 layer_factory.hpp:77] Creating layer res4b21_branch2a +I1014 17:06:53.090579 1250 net.cpp:86] Creating Layer res4b21_branch2a +I1014 17:06:53.090584 1250 net.cpp:408] res4b21_branch2a <- res4b20_res4b20_relu_0_split_0 +I1014 17:06:53.090590 1250 net.cpp:382] res4b21_branch2a -> res4b21_branch2a +I1014 17:06:53.093461 1250 net.cpp:124] Setting up res4b21_branch2a +I1014 17:06:53.093477 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.093482 1250 net.cpp:139] Memory required for data: 329154572 +I1014 17:06:53.093489 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2a +I1014 17:06:53.093498 1250 net.cpp:86] Creating Layer bn4b21_branch2a +I1014 17:06:53.093503 1250 net.cpp:408] bn4b21_branch2a <- res4b21_branch2a +I1014 17:06:53.093508 1250 net.cpp:369] bn4b21_branch2a -> res4b21_branch2a (in-place) +I1014 17:06:53.093766 1250 net.cpp:124] Setting up bn4b21_branch2a +I1014 17:06:53.093773 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.093776 1250 net.cpp:139] Memory required for data: 329355276 +I1014 17:06:53.093785 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2a +I1014 17:06:53.093794 1250 net.cpp:86] Creating Layer scale4b21_branch2a +I1014 17:06:53.093798 1250 net.cpp:408] scale4b21_branch2a <- res4b21_branch2a +I1014 17:06:53.093803 1250 net.cpp:369] scale4b21_branch2a -> res4b21_branch2a (in-place) +I1014 17:06:53.093857 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2a +I1014 17:06:53.093998 1250 net.cpp:124] Setting up scale4b21_branch2a +I1014 17:06:53.094005 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.094008 1250 net.cpp:139] Memory required for data: 329555980 +I1014 17:06:53.094014 1250 layer_factory.hpp:77] Creating layer res4b21_branch2a_relu +I1014 17:06:53.094022 1250 net.cpp:86] Creating Layer res4b21_branch2a_relu +I1014 17:06:53.094027 1250 net.cpp:408] res4b21_branch2a_relu <- res4b21_branch2a +I1014 17:06:53.094030 1250 net.cpp:369] res4b21_branch2a_relu -> res4b21_branch2a (in-place) +I1014 17:06:53.095031 1250 net.cpp:124] Setting up res4b21_branch2a_relu +I1014 17:06:53.095046 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.095049 1250 net.cpp:139] Memory required for data: 329756684 +I1014 17:06:53.095052 1250 layer_factory.hpp:77] Creating layer res4b21_branch2b +I1014 17:06:53.095062 1250 net.cpp:86] Creating Layer res4b21_branch2b +I1014 17:06:53.095065 1250 net.cpp:408] res4b21_branch2b <- res4b21_branch2a +I1014 17:06:53.095074 1250 net.cpp:382] res4b21_branch2b -> res4b21_branch2b +I1014 17:06:53.100023 1250 net.cpp:124] Setting up res4b21_branch2b +I1014 17:06:53.100039 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.100044 1250 net.cpp:139] Memory required for data: 329957388 +I1014 17:06:53.100051 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2b +I1014 17:06:53.100061 1250 net.cpp:86] Creating Layer bn4b21_branch2b +I1014 17:06:53.100066 1250 net.cpp:408] bn4b21_branch2b <- res4b21_branch2b +I1014 17:06:53.100073 1250 net.cpp:369] bn4b21_branch2b -> res4b21_branch2b (in-place) +I1014 17:06:53.100337 1250 net.cpp:124] Setting up bn4b21_branch2b +I1014 17:06:53.100343 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.100347 1250 net.cpp:139] Memory required for data: 330158092 +I1014 17:06:53.100355 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2b +I1014 17:06:53.100364 1250 net.cpp:86] Creating Layer scale4b21_branch2b +I1014 17:06:53.100368 1250 net.cpp:408] scale4b21_branch2b <- res4b21_branch2b +I1014 17:06:53.100373 1250 net.cpp:369] scale4b21_branch2b -> res4b21_branch2b (in-place) +I1014 17:06:53.100432 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2b +I1014 17:06:53.100575 1250 net.cpp:124] Setting up scale4b21_branch2b +I1014 17:06:53.100582 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.100585 1250 net.cpp:139] Memory required for data: 330358796 +I1014 17:06:53.100592 1250 layer_factory.hpp:77] Creating layer res4b21_branch2b_relu +I1014 17:06:53.100599 1250 net.cpp:86] Creating Layer res4b21_branch2b_relu +I1014 17:06:53.100602 1250 net.cpp:408] res4b21_branch2b_relu <- res4b21_branch2b +I1014 17:06:53.100608 1250 net.cpp:369] res4b21_branch2b_relu -> res4b21_branch2b (in-place) +I1014 17:06:53.100869 1250 net.cpp:124] Setting up res4b21_branch2b_relu +I1014 17:06:53.100879 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.100883 1250 net.cpp:139] Memory required for data: 330559500 +I1014 17:06:53.100886 1250 layer_factory.hpp:77] Creating layer res4b21_branch2c +I1014 17:06:53.100898 1250 net.cpp:86] Creating Layer res4b21_branch2c +I1014 17:06:53.100903 1250 net.cpp:408] res4b21_branch2c <- res4b21_branch2b +I1014 17:06:53.100910 1250 net.cpp:382] res4b21_branch2c -> res4b21_branch2c +I1014 17:06:53.104509 1250 net.cpp:124] Setting up res4b21_branch2c +I1014 17:06:53.104527 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.104531 1250 net.cpp:139] Memory required for data: 331362316 +I1014 17:06:53.104537 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2c +I1014 17:06:53.104547 1250 net.cpp:86] Creating Layer bn4b21_branch2c +I1014 17:06:53.104552 1250 net.cpp:408] bn4b21_branch2c <- res4b21_branch2c +I1014 17:06:53.104557 1250 net.cpp:369] bn4b21_branch2c -> res4b21_branch2c (in-place) +I1014 17:06:53.104846 1250 net.cpp:124] Setting up bn4b21_branch2c +I1014 17:06:53.104853 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.104856 1250 net.cpp:139] Memory required for data: 332165132 +I1014 17:06:53.104864 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2c +I1014 17:06:53.104872 1250 net.cpp:86] Creating Layer scale4b21_branch2c +I1014 17:06:53.104876 1250 net.cpp:408] scale4b21_branch2c <- res4b21_branch2c +I1014 17:06:53.104882 1250 net.cpp:369] scale4b21_branch2c -> res4b21_branch2c (in-place) +I1014 17:06:53.104941 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2c +I1014 17:06:53.105110 1250 net.cpp:124] Setting up scale4b21_branch2c +I1014 17:06:53.105119 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.105123 1250 net.cpp:139] Memory required for data: 332967948 +I1014 17:06:53.105129 1250 layer_factory.hpp:77] Creating layer res4b21 +I1014 17:06:53.105137 1250 net.cpp:86] Creating Layer res4b21 +I1014 17:06:53.105141 1250 net.cpp:408] res4b21 <- res4b20_res4b20_relu_0_split_1 +I1014 17:06:53.105146 1250 net.cpp:408] res4b21 <- res4b21_branch2c +I1014 17:06:53.105151 1250 net.cpp:382] res4b21 -> res4b21 +I1014 17:06:53.105185 1250 net.cpp:124] Setting up res4b21 +I1014 17:06:53.105191 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.105195 1250 net.cpp:139] Memory required for data: 333770764 +I1014 17:06:53.105199 1250 layer_factory.hpp:77] Creating layer res4b21_relu +I1014 17:06:53.105206 1250 net.cpp:86] Creating Layer res4b21_relu +I1014 17:06:53.105208 1250 net.cpp:408] res4b21_relu <- res4b21 +I1014 17:06:53.105214 1250 net.cpp:369] res4b21_relu -> res4b21 (in-place) +I1014 17:06:53.106117 1250 net.cpp:124] Setting up res4b21_relu +I1014 17:06:53.106129 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.106132 1250 net.cpp:139] Memory required for data: 334573580 +I1014 17:06:53.106137 1250 layer_factory.hpp:77] Creating layer res4b21_res4b21_relu_0_split +I1014 17:06:53.106144 1250 net.cpp:86] Creating Layer res4b21_res4b21_relu_0_split +I1014 17:06:53.106148 1250 net.cpp:408] res4b21_res4b21_relu_0_split <- res4b21 +I1014 17:06:53.106156 1250 net.cpp:382] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_0 +I1014 17:06:53.106163 1250 net.cpp:382] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_1 +I1014 17:06:53.106227 1250 net.cpp:124] Setting up res4b21_res4b21_relu_0_split +I1014 17:06:53.106235 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.106238 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.106241 1250 net.cpp:139] Memory required for data: 336179212 +I1014 17:06:53.106245 1250 layer_factory.hpp:77] Creating layer res4b22_branch2a +I1014 17:06:53.106257 1250 net.cpp:86] Creating Layer res4b22_branch2a +I1014 17:06:53.106261 1250 net.cpp:408] res4b22_branch2a <- res4b21_res4b21_relu_0_split_0 +I1014 17:06:53.106266 1250 net.cpp:382] res4b22_branch2a -> res4b22_branch2a +I1014 17:06:53.108829 1250 net.cpp:124] Setting up res4b22_branch2a +I1014 17:06:53.108845 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.108850 1250 net.cpp:139] Memory required for data: 336379916 +I1014 17:06:53.108855 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2a +I1014 17:06:53.108866 1250 net.cpp:86] Creating Layer bn4b22_branch2a +I1014 17:06:53.108870 1250 net.cpp:408] bn4b22_branch2a <- res4b22_branch2a +I1014 17:06:53.108877 1250 net.cpp:369] bn4b22_branch2a -> res4b22_branch2a (in-place) +I1014 17:06:53.109143 1250 net.cpp:124] Setting up bn4b22_branch2a +I1014 17:06:53.109149 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.109153 1250 net.cpp:139] Memory required for data: 336580620 +I1014 17:06:53.109161 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2a +I1014 17:06:53.109169 1250 net.cpp:86] Creating Layer scale4b22_branch2a +I1014 17:06:53.109172 1250 net.cpp:408] scale4b22_branch2a <- res4b22_branch2a +I1014 17:06:53.109177 1250 net.cpp:369] scale4b22_branch2a -> res4b22_branch2a (in-place) +I1014 17:06:53.109230 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2a +I1014 17:06:53.109375 1250 net.cpp:124] Setting up scale4b22_branch2a +I1014 17:06:53.109382 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.109385 1250 net.cpp:139] Memory required for data: 336781324 +I1014 17:06:53.109392 1250 layer_factory.hpp:77] Creating layer res4b22_branch2a_relu +I1014 17:06:53.109398 1250 net.cpp:86] Creating Layer res4b22_branch2a_relu +I1014 17:06:53.109402 1250 net.cpp:408] res4b22_branch2a_relu <- res4b22_branch2a +I1014 17:06:53.109408 1250 net.cpp:369] res4b22_branch2a_relu -> res4b22_branch2a (in-place) +I1014 17:06:53.110301 1250 net.cpp:124] Setting up res4b22_branch2a_relu +I1014 17:06:53.110312 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.110316 1250 net.cpp:139] Memory required for data: 336982028 +I1014 17:06:53.110319 1250 layer_factory.hpp:77] Creating layer res4b22_branch2b +I1014 17:06:53.110329 1250 net.cpp:86] Creating Layer res4b22_branch2b +I1014 17:06:53.110333 1250 net.cpp:408] res4b22_branch2b <- res4b22_branch2a +I1014 17:06:53.110342 1250 net.cpp:382] res4b22_branch2b -> res4b22_branch2b +I1014 17:06:53.114832 1250 net.cpp:124] Setting up res4b22_branch2b +I1014 17:06:53.114848 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.114852 1250 net.cpp:139] Memory required for data: 337182732 +I1014 17:06:53.114858 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2b +I1014 17:06:53.114871 1250 net.cpp:86] Creating Layer bn4b22_branch2b +I1014 17:06:53.114876 1250 net.cpp:408] bn4b22_branch2b <- res4b22_branch2b +I1014 17:06:53.114881 1250 net.cpp:369] bn4b22_branch2b -> res4b22_branch2b (in-place) +I1014 17:06:53.115149 1250 net.cpp:124] Setting up bn4b22_branch2b +I1014 17:06:53.115155 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.115159 1250 net.cpp:139] Memory required for data: 337383436 +I1014 17:06:53.115166 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2b +I1014 17:06:53.115176 1250 net.cpp:86] Creating Layer scale4b22_branch2b +I1014 17:06:53.115180 1250 net.cpp:408] scale4b22_branch2b <- res4b22_branch2b +I1014 17:06:53.115185 1250 net.cpp:369] scale4b22_branch2b -> res4b22_branch2b (in-place) +I1014 17:06:53.115239 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2b +I1014 17:06:53.115402 1250 net.cpp:124] Setting up scale4b22_branch2b +I1014 17:06:53.115411 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.115413 1250 net.cpp:139] Memory required for data: 337584140 +I1014 17:06:53.115419 1250 layer_factory.hpp:77] Creating layer res4b22_branch2b_relu +I1014 17:06:53.115429 1250 net.cpp:86] Creating Layer res4b22_branch2b_relu +I1014 17:06:53.115433 1250 net.cpp:408] res4b22_branch2b_relu <- res4b22_branch2b +I1014 17:06:53.115437 1250 net.cpp:369] res4b22_branch2b_relu -> res4b22_branch2b (in-place) +I1014 17:06:53.115716 1250 net.cpp:124] Setting up res4b22_branch2b_relu +I1014 17:06:53.115730 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 17:06:53.115733 1250 net.cpp:139] Memory required for data: 337784844 +I1014 17:06:53.115737 1250 layer_factory.hpp:77] Creating layer res4b22_branch2c +I1014 17:06:53.115747 1250 net.cpp:86] Creating Layer res4b22_branch2c +I1014 17:06:53.115751 1250 net.cpp:408] res4b22_branch2c <- res4b22_branch2b +I1014 17:06:53.115759 1250 net.cpp:382] res4b22_branch2c -> res4b22_branch2c +I1014 17:06:53.118962 1250 net.cpp:124] Setting up res4b22_branch2c +I1014 17:06:53.118974 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.118978 1250 net.cpp:139] Memory required for data: 338587660 +I1014 17:06:53.118983 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2c +I1014 17:06:53.118994 1250 net.cpp:86] Creating Layer bn4b22_branch2c +I1014 17:06:53.118999 1250 net.cpp:408] bn4b22_branch2c <- res4b22_branch2c +I1014 17:06:53.119006 1250 net.cpp:369] bn4b22_branch2c -> res4b22_branch2c (in-place) +I1014 17:06:53.119297 1250 net.cpp:124] Setting up bn4b22_branch2c +I1014 17:06:53.119305 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.119308 1250 net.cpp:139] Memory required for data: 339390476 +I1014 17:06:53.119316 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2c +I1014 17:06:53.119328 1250 net.cpp:86] Creating Layer scale4b22_branch2c +I1014 17:06:53.119331 1250 net.cpp:408] scale4b22_branch2c <- res4b22_branch2c +I1014 17:06:53.119336 1250 net.cpp:369] scale4b22_branch2c -> res4b22_branch2c (in-place) +I1014 17:06:53.119395 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2c +I1014 17:06:53.119581 1250 net.cpp:124] Setting up scale4b22_branch2c +I1014 17:06:53.119593 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.119596 1250 net.cpp:139] Memory required for data: 340193292 +I1014 17:06:53.119602 1250 layer_factory.hpp:77] Creating layer res4b22 +I1014 17:06:53.119609 1250 net.cpp:86] Creating Layer res4b22 +I1014 17:06:53.119613 1250 net.cpp:408] res4b22 <- res4b21_res4b21_relu_0_split_1 +I1014 17:06:53.119617 1250 net.cpp:408] res4b22 <- res4b22_branch2c +I1014 17:06:53.119624 1250 net.cpp:382] res4b22 -> res4b22 +I1014 17:06:53.119659 1250 net.cpp:124] Setting up res4b22 +I1014 17:06:53.119668 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.119670 1250 net.cpp:139] Memory required for data: 340996108 +I1014 17:06:53.119673 1250 layer_factory.hpp:77] Creating layer res4b22_relu +I1014 17:06:53.119679 1250 net.cpp:86] Creating Layer res4b22_relu +I1014 17:06:53.119683 1250 net.cpp:408] res4b22_relu <- res4b22 +I1014 17:06:53.119688 1250 net.cpp:369] res4b22_relu -> res4b22 (in-place) +I1014 17:06:53.120810 1250 net.cpp:124] Setting up res4b22_relu +I1014 17:06:53.120822 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.120826 1250 net.cpp:139] Memory required for data: 341798924 +I1014 17:06:53.120831 1250 layer_factory.hpp:77] Creating layer res4b22_res4b22_relu_0_split +I1014 17:06:53.120841 1250 net.cpp:86] Creating Layer res4b22_res4b22_relu_0_split +I1014 17:06:53.120846 1250 net.cpp:408] res4b22_res4b22_relu_0_split <- res4b22 +I1014 17:06:53.120851 1250 net.cpp:382] res4b22_res4b22_relu_0_split -> res4b22_res4b22_relu_0_split_0 +I1014 17:06:53.120859 1250 net.cpp:382] res4b22_res4b22_relu_0_split -> res4b22_res4b22_relu_0_split_1 +I1014 17:06:53.120921 1250 net.cpp:124] Setting up res4b22_res4b22_relu_0_split +I1014 17:06:53.120934 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.120937 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.120940 1250 net.cpp:139] Memory required for data: 343404556 +I1014 17:06:53.120944 1250 layer_factory.hpp:77] Creating layer rpn_conv/3x3 +I1014 17:06:53.120955 1250 net.cpp:86] Creating Layer rpn_conv/3x3 +I1014 17:06:53.120959 1250 net.cpp:408] rpn_conv/3x3 <- res4b22_res4b22_relu_0_split_0 +I1014 17:06:53.120968 1250 net.cpp:382] rpn_conv/3x3 -> rpn/output +I1014 17:06:53.291231 1250 net.cpp:124] Setting up rpn_conv/3x3 +I1014 17:06:53.291280 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.291285 1250 net.cpp:139] Memory required for data: 343805964 +I1014 17:06:53.291297 1250 layer_factory.hpp:77] Creating layer rpn_relu/3x3 +I1014 17:06:53.291319 1250 net.cpp:86] Creating Layer rpn_relu/3x3 +I1014 17:06:53.291326 1250 net.cpp:408] rpn_relu/3x3 <- rpn/output +I1014 17:06:53.291334 1250 net.cpp:369] rpn_relu/3x3 -> rpn/output (in-place) +I1014 17:06:53.292321 1250 net.cpp:124] Setting up rpn_relu/3x3 +I1014 17:06:53.292337 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.292340 1250 net.cpp:139] Memory required for data: 344207372 +I1014 17:06:53.292345 1250 layer_factory.hpp:77] Creating layer rpn/output_rpn_relu/3x3_0_split +I1014 17:06:53.292354 1250 net.cpp:86] Creating Layer rpn/output_rpn_relu/3x3_0_split +I1014 17:06:53.292358 1250 net.cpp:408] rpn/output_rpn_relu/3x3_0_split <- rpn/output +I1014 17:06:53.292364 1250 net.cpp:382] rpn/output_rpn_relu/3x3_0_split -> rpn/output_rpn_relu/3x3_0_split_0 +I1014 17:06:53.292373 1250 net.cpp:382] rpn/output_rpn_relu/3x3_0_split -> rpn/output_rpn_relu/3x3_0_split_1 +I1014 17:06:53.292469 1250 net.cpp:124] Setting up rpn/output_rpn_relu/3x3_0_split +I1014 17:06:53.292476 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.292480 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.292484 1250 net.cpp:139] Memory required for data: 345010188 +I1014 17:06:53.292492 1250 layer_factory.hpp:77] Creating layer rpn_cls_score +I1014 17:06:53.292506 1250 net.cpp:86] Creating Layer rpn_cls_score +I1014 17:06:53.292510 1250 net.cpp:408] rpn_cls_score <- rpn/output_rpn_relu/3x3_0_split_0 +I1014 17:06:53.292518 1250 net.cpp:382] rpn_cls_score -> rpn_cls_score +I1014 17:06:53.295457 1250 net.cpp:124] Setting up rpn_cls_score +I1014 17:06:53.295469 1250 net.cpp:131] Top shape: 1 24 14 14 (4704) +I1014 17:06:53.295473 1250 net.cpp:139] Memory required for data: 345029004 +I1014 17:06:53.295480 1250 layer_factory.hpp:77] Creating layer rpn_bbox_pred +I1014 17:06:53.295502 1250 net.cpp:86] Creating Layer rpn_bbox_pred +I1014 17:06:53.295508 1250 net.cpp:408] rpn_bbox_pred <- rpn/output_rpn_relu/3x3_0_split_1 +I1014 17:06:53.295517 1250 net.cpp:382] rpn_bbox_pred -> rpn_bbox_pred +I1014 17:06:53.298883 1250 net.cpp:124] Setting up rpn_bbox_pred +I1014 17:06:53.298900 1250 net.cpp:131] Top shape: 1 48 14 14 (9408) +I1014 17:06:53.298904 1250 net.cpp:139] Memory required for data: 345066636 +I1014 17:06:53.298912 1250 layer_factory.hpp:77] Creating layer rpn_cls_score_reshape +I1014 17:06:53.298921 1250 net.cpp:86] Creating Layer rpn_cls_score_reshape +I1014 17:06:53.298925 1250 net.cpp:408] rpn_cls_score_reshape <- rpn_cls_score +I1014 17:06:53.298933 1250 net.cpp:382] rpn_cls_score_reshape -> rpn_cls_score_reshape +I1014 17:06:53.298977 1250 net.cpp:124] Setting up rpn_cls_score_reshape +I1014 17:06:53.298985 1250 net.cpp:131] Top shape: 1 2 168 14 (4704) +I1014 17:06:53.298987 1250 net.cpp:139] Memory required for data: 345085452 +I1014 17:06:53.298990 1250 layer_factory.hpp:77] Creating layer rpn_cls_prob +I1014 17:06:53.299000 1250 net.cpp:86] Creating Layer rpn_cls_prob +I1014 17:06:53.299003 1250 net.cpp:408] rpn_cls_prob <- rpn_cls_score_reshape +I1014 17:06:53.299008 1250 net.cpp:382] rpn_cls_prob -> rpn_cls_prob +I1014 17:06:53.299367 1250 net.cpp:124] Setting up rpn_cls_prob +I1014 17:06:53.299378 1250 net.cpp:131] Top shape: 1 2 168 14 (4704) +I1014 17:06:53.299381 1250 net.cpp:139] Memory required for data: 345104268 +I1014 17:06:53.299399 1250 layer_factory.hpp:77] Creating layer rpn_cls_prob_reshape +I1014 17:06:53.299417 1250 net.cpp:86] Creating Layer rpn_cls_prob_reshape +I1014 17:06:53.299422 1250 net.cpp:408] rpn_cls_prob_reshape <- rpn_cls_prob +I1014 17:06:53.299427 1250 net.cpp:382] rpn_cls_prob_reshape -> rpn_cls_prob_reshape +I1014 17:06:53.299466 1250 net.cpp:124] Setting up rpn_cls_prob_reshape +I1014 17:06:53.299474 1250 net.cpp:131] Top shape: 1 24 14 14 (4704) +I1014 17:06:53.299476 1250 net.cpp:139] Memory required for data: 345123084 +I1014 17:06:53.299479 1250 layer_factory.hpp:77] Creating layer proposal +I1014 17:06:53.342306 1250 net.cpp:86] Creating Layer proposal +I1014 17:06:53.342346 1250 net.cpp:408] proposal <- rpn_cls_prob_reshape +I1014 17:06:53.342357 1250 net.cpp:408] proposal <- rpn_bbox_pred +I1014 17:06:53.342381 1250 net.cpp:408] proposal <- im_info +I1014 17:06:53.342391 1250 net.cpp:382] proposal -> rois +I1014 17:06:53.344714 1250 net.cpp:124] Setting up proposal +I1014 17:06:53.344732 1250 net.cpp:131] Top shape: 1 5 (5) +I1014 17:06:53.344736 1250 net.cpp:139] Memory required for data: 345123104 +I1014 17:06:53.344739 1250 layer_factory.hpp:77] Creating layer roi_pool5 +I1014 17:06:53.344746 1250 net.cpp:86] Creating Layer roi_pool5 +I1014 17:06:53.344759 1250 net.cpp:408] roi_pool5 <- res4b22_res4b22_relu_0_split_1 +I1014 17:06:53.344764 1250 net.cpp:408] roi_pool5 <- rois +I1014 17:06:53.344769 1250 net.cpp:382] roi_pool5 -> roipool5 +I1014 17:06:53.344776 1250 roi_pooling_layer.cpp:25] Spatial scale: 0.0625 +I1014 17:06:53.344899 1250 net.cpp:124] Setting up roi_pool5 +I1014 17:06:53.344907 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.344908 1250 net.cpp:139] Memory required for data: 345925920 +I1014 17:06:53.344915 1250 layer_factory.hpp:77] Creating layer roipool5_roi_pool5_0_split +I1014 17:06:53.344920 1250 net.cpp:86] Creating Layer roipool5_roi_pool5_0_split +I1014 17:06:53.344923 1250 net.cpp:408] roipool5_roi_pool5_0_split <- roipool5 +I1014 17:06:53.344928 1250 net.cpp:382] roipool5_roi_pool5_0_split -> roipool5_roi_pool5_0_split_0 +I1014 17:06:53.344933 1250 net.cpp:382] roipool5_roi_pool5_0_split -> roipool5_roi_pool5_0_split_1 +I1014 17:06:53.344976 1250 net.cpp:124] Setting up roipool5_roi_pool5_0_split +I1014 17:06:53.344981 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.344985 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 17:06:53.344987 1250 net.cpp:139] Memory required for data: 347531552 +I1014 17:06:53.344990 1250 layer_factory.hpp:77] Creating layer res5a_branch1 +I1014 17:06:53.345000 1250 net.cpp:86] Creating Layer res5a_branch1 +I1014 17:06:53.345003 1250 net.cpp:408] res5a_branch1 <- roipool5_roi_pool5_0_split_0 +I1014 17:06:53.345010 1250 net.cpp:382] res5a_branch1 -> res5a_branch1 +I1014 17:06:53.352375 1250 net.cpp:124] Setting up res5a_branch1 +I1014 17:06:53.352391 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.352396 1250 net.cpp:139] Memory required for data: 349137184 +I1014 17:06:53.352406 1250 layer_factory.hpp:77] Creating layer bn5a_branch1 +I1014 17:06:53.352414 1250 net.cpp:86] Creating Layer bn5a_branch1 +I1014 17:06:53.352418 1250 net.cpp:408] bn5a_branch1 <- res5a_branch1 +I1014 17:06:53.352423 1250 net.cpp:369] bn5a_branch1 -> res5a_branch1 (in-place) +I1014 17:06:53.352808 1250 net.cpp:124] Setting up bn5a_branch1 +I1014 17:06:53.352826 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.352829 1250 net.cpp:139] Memory required for data: 350742816 +I1014 17:06:53.352836 1250 layer_factory.hpp:77] Creating layer scale5a_branch1 +I1014 17:06:53.352843 1250 net.cpp:86] Creating Layer scale5a_branch1 +I1014 17:06:53.352847 1250 net.cpp:408] scale5a_branch1 <- res5a_branch1 +I1014 17:06:53.352852 1250 net.cpp:369] scale5a_branch1 -> res5a_branch1 (in-place) +I1014 17:06:53.352910 1250 layer_factory.hpp:77] Creating layer scale5a_branch1 +I1014 17:06:53.353081 1250 net.cpp:124] Setting up scale5a_branch1 +I1014 17:06:53.353093 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.353096 1250 net.cpp:139] Memory required for data: 352348448 +I1014 17:06:53.353103 1250 layer_factory.hpp:77] Creating layer res5a_branch2a +I1014 17:06:53.353121 1250 net.cpp:86] Creating Layer res5a_branch2a +I1014 17:06:53.353124 1250 net.cpp:408] res5a_branch2a <- roipool5_roi_pool5_0_split_1 +I1014 17:06:53.353130 1250 net.cpp:382] res5a_branch2a -> res5a_branch2a +I1014 17:06:53.356573 1250 net.cpp:124] Setting up res5a_branch2a +I1014 17:06:53.356588 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.356591 1250 net.cpp:139] Memory required for data: 352749856 +I1014 17:06:53.356597 1250 layer_factory.hpp:77] Creating layer bn5a_branch2a +I1014 17:06:53.356604 1250 net.cpp:86] Creating Layer bn5a_branch2a +I1014 17:06:53.356607 1250 net.cpp:408] bn5a_branch2a <- res5a_branch2a +I1014 17:06:53.356614 1250 net.cpp:369] bn5a_branch2a -> res5a_branch2a (in-place) +I1014 17:06:53.356928 1250 net.cpp:124] Setting up bn5a_branch2a +I1014 17:06:53.356935 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.356937 1250 net.cpp:139] Memory required for data: 353151264 +I1014 17:06:53.356943 1250 layer_factory.hpp:77] Creating layer scale5a_branch2a +I1014 17:06:53.356950 1250 net.cpp:86] Creating Layer scale5a_branch2a +I1014 17:06:53.356952 1250 net.cpp:408] scale5a_branch2a <- res5a_branch2a +I1014 17:06:53.356956 1250 net.cpp:369] scale5a_branch2a -> res5a_branch2a (in-place) +I1014 17:06:53.357020 1250 layer_factory.hpp:77] Creating layer scale5a_branch2a +I1014 17:06:53.357182 1250 net.cpp:124] Setting up scale5a_branch2a +I1014 17:06:53.357187 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.357190 1250 net.cpp:139] Memory required for data: 353552672 +I1014 17:06:53.357195 1250 layer_factory.hpp:77] Creating layer res5a_branch2a_relu +I1014 17:06:53.357203 1250 net.cpp:86] Creating Layer res5a_branch2a_relu +I1014 17:06:53.357208 1250 net.cpp:408] res5a_branch2a_relu <- res5a_branch2a +I1014 17:06:53.357211 1250 net.cpp:369] res5a_branch2a_relu -> res5a_branch2a (in-place) +I1014 17:06:53.357445 1250 net.cpp:124] Setting up res5a_branch2a_relu +I1014 17:06:53.357462 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.357465 1250 net.cpp:139] Memory required for data: 353954080 +I1014 17:06:53.357468 1250 layer_factory.hpp:77] Creating layer res5a_branch2b +I1014 17:06:53.357476 1250 net.cpp:86] Creating Layer res5a_branch2b +I1014 17:06:53.357480 1250 net.cpp:408] res5a_branch2b <- res5a_branch2a +I1014 17:06:53.357486 1250 net.cpp:382] res5a_branch2b -> res5a_branch2b +I1014 17:06:53.362916 1250 net.cpp:124] Setting up res5a_branch2b +I1014 17:06:53.362933 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.362937 1250 net.cpp:139] Memory required for data: 354355488 +I1014 17:06:53.362942 1250 layer_factory.hpp:77] Creating layer bn5a_branch2b +I1014 17:06:53.362948 1250 net.cpp:86] Creating Layer bn5a_branch2b +I1014 17:06:53.362952 1250 net.cpp:408] bn5a_branch2b <- res5a_branch2b +I1014 17:06:53.362957 1250 net.cpp:369] bn5a_branch2b -> res5a_branch2b (in-place) +I1014 17:06:53.363205 1250 net.cpp:124] Setting up bn5a_branch2b +I1014 17:06:53.363211 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.363214 1250 net.cpp:139] Memory required for data: 354756896 +I1014 17:06:53.363220 1250 layer_factory.hpp:77] Creating layer scale5a_branch2b +I1014 17:06:53.363229 1250 net.cpp:86] Creating Layer scale5a_branch2b +I1014 17:06:53.363232 1250 net.cpp:408] scale5a_branch2b <- res5a_branch2b +I1014 17:06:53.363236 1250 net.cpp:369] scale5a_branch2b -> res5a_branch2b (in-place) +I1014 17:06:53.363291 1250 layer_factory.hpp:77] Creating layer scale5a_branch2b +I1014 17:06:53.363437 1250 net.cpp:124] Setting up scale5a_branch2b +I1014 17:06:53.363442 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.363445 1250 net.cpp:139] Memory required for data: 355158304 +I1014 17:06:53.363451 1250 layer_factory.hpp:77] Creating layer res5a_branch2b_relu +I1014 17:06:53.363461 1250 net.cpp:86] Creating Layer res5a_branch2b_relu +I1014 17:06:53.363463 1250 net.cpp:408] res5a_branch2b_relu <- res5a_branch2b +I1014 17:06:53.363469 1250 net.cpp:369] res5a_branch2b_relu -> res5a_branch2b (in-place) +I1014 17:06:53.364348 1250 net.cpp:124] Setting up res5a_branch2b_relu +I1014 17:06:53.364361 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.364363 1250 net.cpp:139] Memory required for data: 355559712 +I1014 17:06:53.364368 1250 layer_factory.hpp:77] Creating layer res5a_branch2c +I1014 17:06:53.364377 1250 net.cpp:86] Creating Layer res5a_branch2c +I1014 17:06:53.364380 1250 net.cpp:408] res5a_branch2c <- res5a_branch2b +I1014 17:06:53.364387 1250 net.cpp:382] res5a_branch2c -> res5a_branch2c +I1014 17:06:53.369019 1250 net.cpp:124] Setting up res5a_branch2c +I1014 17:06:53.369033 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.369037 1250 net.cpp:139] Memory required for data: 357165344 +I1014 17:06:53.369042 1250 layer_factory.hpp:77] Creating layer bn5a_branch2c +I1014 17:06:53.369051 1250 net.cpp:86] Creating Layer bn5a_branch2c +I1014 17:06:53.369055 1250 net.cpp:408] bn5a_branch2c <- res5a_branch2c +I1014 17:06:53.369060 1250 net.cpp:369] bn5a_branch2c -> res5a_branch2c (in-place) +I1014 17:06:53.369356 1250 net.cpp:124] Setting up bn5a_branch2c +I1014 17:06:53.369362 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.369365 1250 net.cpp:139] Memory required for data: 358770976 +I1014 17:06:53.369371 1250 layer_factory.hpp:77] Creating layer scale5a_branch2c +I1014 17:06:53.369379 1250 net.cpp:86] Creating Layer scale5a_branch2c +I1014 17:06:53.369382 1250 net.cpp:408] scale5a_branch2c <- res5a_branch2c +I1014 17:06:53.369386 1250 net.cpp:369] scale5a_branch2c -> res5a_branch2c (in-place) +I1014 17:06:53.369454 1250 layer_factory.hpp:77] Creating layer scale5a_branch2c +I1014 17:06:53.370260 1250 net.cpp:124] Setting up scale5a_branch2c +I1014 17:06:53.370270 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.370272 1250 net.cpp:139] Memory required for data: 360376608 +I1014 17:06:53.370278 1250 layer_factory.hpp:77] Creating layer res5a +I1014 17:06:53.370297 1250 net.cpp:86] Creating Layer res5a +I1014 17:06:53.370301 1250 net.cpp:408] res5a <- res5a_branch1 +I1014 17:06:53.370306 1250 net.cpp:408] res5a <- res5a_branch2c +I1014 17:06:53.370311 1250 net.cpp:382] res5a -> res5a +I1014 17:06:53.370333 1250 net.cpp:124] Setting up res5a +I1014 17:06:53.370338 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.370340 1250 net.cpp:139] Memory required for data: 361982240 +I1014 17:06:53.370343 1250 layer_factory.hpp:77] Creating layer res5a_relu +I1014 17:06:53.370350 1250 net.cpp:86] Creating Layer res5a_relu +I1014 17:06:53.370353 1250 net.cpp:408] res5a_relu <- res5a +I1014 17:06:53.370357 1250 net.cpp:369] res5a_relu -> res5a (in-place) +I1014 17:06:53.370591 1250 net.cpp:124] Setting up res5a_relu +I1014 17:06:53.370599 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.370602 1250 net.cpp:139] Memory required for data: 363587872 +I1014 17:06:53.370605 1250 layer_factory.hpp:77] Creating layer res5a_res5a_relu_0_split +I1014 17:06:53.370615 1250 net.cpp:86] Creating Layer res5a_res5a_relu_0_split +I1014 17:06:53.370618 1250 net.cpp:408] res5a_res5a_relu_0_split <- res5a +I1014 17:06:53.370623 1250 net.cpp:382] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_0 +I1014 17:06:53.370630 1250 net.cpp:382] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_1 +I1014 17:06:53.370667 1250 net.cpp:124] Setting up res5a_res5a_relu_0_split +I1014 17:06:53.370671 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.370676 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.370677 1250 net.cpp:139] Memory required for data: 366799136 +I1014 17:06:53.370679 1250 layer_factory.hpp:77] Creating layer res5b_branch2a +I1014 17:06:53.370688 1250 net.cpp:86] Creating Layer res5b_branch2a +I1014 17:06:53.370692 1250 net.cpp:408] res5b_branch2a <- res5a_res5a_relu_0_split_0 +I1014 17:06:53.370702 1250 net.cpp:382] res5b_branch2a -> res5b_branch2a +I1014 17:06:53.375205 1250 net.cpp:124] Setting up res5b_branch2a +I1014 17:06:53.375221 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.375223 1250 net.cpp:139] Memory required for data: 367200544 +I1014 17:06:53.375228 1250 layer_factory.hpp:77] Creating layer bn5b_branch2a +I1014 17:06:53.375236 1250 net.cpp:86] Creating Layer bn5b_branch2a +I1014 17:06:53.375241 1250 net.cpp:408] bn5b_branch2a <- res5b_branch2a +I1014 17:06:53.375247 1250 net.cpp:369] bn5b_branch2a -> res5b_branch2a (in-place) +I1014 17:06:53.375460 1250 net.cpp:124] Setting up bn5b_branch2a +I1014 17:06:53.375466 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.375468 1250 net.cpp:139] Memory required for data: 367601952 +I1014 17:06:53.375475 1250 layer_factory.hpp:77] Creating layer scale5b_branch2a +I1014 17:06:53.375483 1250 net.cpp:86] Creating Layer scale5b_branch2a +I1014 17:06:53.375485 1250 net.cpp:408] scale5b_branch2a <- res5b_branch2a +I1014 17:06:53.375489 1250 net.cpp:369] scale5b_branch2a -> res5b_branch2a (in-place) +I1014 17:06:53.375540 1250 layer_factory.hpp:77] Creating layer scale5b_branch2a +I1014 17:06:53.375696 1250 net.cpp:124] Setting up scale5b_branch2a +I1014 17:06:53.375717 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.375720 1250 net.cpp:139] Memory required for data: 368003360 +I1014 17:06:53.375725 1250 layer_factory.hpp:77] Creating layer res5b_branch2a_relu +I1014 17:06:53.375732 1250 net.cpp:86] Creating Layer res5b_branch2a_relu +I1014 17:06:53.375736 1250 net.cpp:408] res5b_branch2a_relu <- res5b_branch2a +I1014 17:06:53.375739 1250 net.cpp:369] res5b_branch2a_relu -> res5b_branch2a (in-place) +I1014 17:06:53.375993 1250 net.cpp:124] Setting up res5b_branch2a_relu +I1014 17:06:53.376000 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.376003 1250 net.cpp:139] Memory required for data: 368404768 +I1014 17:06:53.376006 1250 layer_factory.hpp:77] Creating layer res5b_branch2b +I1014 17:06:53.376014 1250 net.cpp:86] Creating Layer res5b_branch2b +I1014 17:06:53.376019 1250 net.cpp:408] res5b_branch2b <- res5b_branch2a +I1014 17:06:53.376025 1250 net.cpp:382] res5b_branch2b -> res5b_branch2b +I1014 17:06:53.381641 1250 net.cpp:124] Setting up res5b_branch2b +I1014 17:06:53.381657 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.381661 1250 net.cpp:139] Memory required for data: 368806176 +I1014 17:06:53.381666 1250 layer_factory.hpp:77] Creating layer bn5b_branch2b +I1014 17:06:53.381673 1250 net.cpp:86] Creating Layer bn5b_branch2b +I1014 17:06:53.381690 1250 net.cpp:408] bn5b_branch2b <- res5b_branch2b +I1014 17:06:53.381695 1250 net.cpp:369] bn5b_branch2b -> res5b_branch2b (in-place) +I1014 17:06:53.381902 1250 net.cpp:124] Setting up bn5b_branch2b +I1014 17:06:53.381908 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.381911 1250 net.cpp:139] Memory required for data: 369207584 +I1014 17:06:53.381917 1250 layer_factory.hpp:77] Creating layer scale5b_branch2b +I1014 17:06:53.381949 1250 net.cpp:86] Creating Layer scale5b_branch2b +I1014 17:06:53.381953 1250 net.cpp:408] scale5b_branch2b <- res5b_branch2b +I1014 17:06:53.381958 1250 net.cpp:369] scale5b_branch2b -> res5b_branch2b (in-place) +I1014 17:06:53.382014 1250 layer_factory.hpp:77] Creating layer scale5b_branch2b +I1014 17:06:53.382151 1250 net.cpp:124] Setting up scale5b_branch2b +I1014 17:06:53.382158 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.382160 1250 net.cpp:139] Memory required for data: 369608992 +I1014 17:06:53.382166 1250 layer_factory.hpp:77] Creating layer res5b_branch2b_relu +I1014 17:06:53.382171 1250 net.cpp:86] Creating Layer res5b_branch2b_relu +I1014 17:06:53.382174 1250 net.cpp:408] res5b_branch2b_relu <- res5b_branch2b +I1014 17:06:53.382180 1250 net.cpp:369] res5b_branch2b_relu -> res5b_branch2b (in-place) +I1014 17:06:53.383021 1250 net.cpp:124] Setting up res5b_branch2b_relu +I1014 17:06:53.383031 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.383039 1250 net.cpp:139] Memory required for data: 370010400 +I1014 17:06:53.383043 1250 layer_factory.hpp:77] Creating layer res5b_branch2c +I1014 17:06:53.383051 1250 net.cpp:86] Creating Layer res5b_branch2c +I1014 17:06:53.383055 1250 net.cpp:408] res5b_branch2c <- res5b_branch2b +I1014 17:06:53.383061 1250 net.cpp:382] res5b_branch2c -> res5b_branch2c +I1014 17:06:53.387791 1250 net.cpp:124] Setting up res5b_branch2c +I1014 17:06:53.387809 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.387812 1250 net.cpp:139] Memory required for data: 371616032 +I1014 17:06:53.387817 1250 layer_factory.hpp:77] Creating layer bn5b_branch2c +I1014 17:06:53.387831 1250 net.cpp:86] Creating Layer bn5b_branch2c +I1014 17:06:53.387835 1250 net.cpp:408] bn5b_branch2c <- res5b_branch2c +I1014 17:06:53.387842 1250 net.cpp:369] bn5b_branch2c -> res5b_branch2c (in-place) +I1014 17:06:53.388093 1250 net.cpp:124] Setting up bn5b_branch2c +I1014 17:06:53.388099 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388103 1250 net.cpp:139] Memory required for data: 373221664 +I1014 17:06:53.388113 1250 layer_factory.hpp:77] Creating layer scale5b_branch2c +I1014 17:06:53.388123 1250 net.cpp:86] Creating Layer scale5b_branch2c +I1014 17:06:53.388125 1250 net.cpp:408] scale5b_branch2c <- res5b_branch2c +I1014 17:06:53.388129 1250 net.cpp:369] scale5b_branch2c -> res5b_branch2c (in-place) +I1014 17:06:53.388182 1250 layer_factory.hpp:77] Creating layer scale5b_branch2c +I1014 17:06:53.388304 1250 net.cpp:124] Setting up scale5b_branch2c +I1014 17:06:53.388310 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388312 1250 net.cpp:139] Memory required for data: 374827296 +I1014 17:06:53.388324 1250 layer_factory.hpp:77] Creating layer res5b +I1014 17:06:53.388329 1250 net.cpp:86] Creating Layer res5b +I1014 17:06:53.388332 1250 net.cpp:408] res5b <- res5a_res5a_relu_0_split_1 +I1014 17:06:53.388336 1250 net.cpp:408] res5b <- res5b_branch2c +I1014 17:06:53.388341 1250 net.cpp:382] res5b -> res5b +I1014 17:06:53.388362 1250 net.cpp:124] Setting up res5b +I1014 17:06:53.388366 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388370 1250 net.cpp:139] Memory required for data: 376432928 +I1014 17:06:53.388371 1250 layer_factory.hpp:77] Creating layer res5b_relu +I1014 17:06:53.388381 1250 net.cpp:86] Creating Layer res5b_relu +I1014 17:06:53.388384 1250 net.cpp:408] res5b_relu <- res5b +I1014 17:06:53.388387 1250 net.cpp:369] res5b_relu -> res5b (in-place) +I1014 17:06:53.388618 1250 net.cpp:124] Setting up res5b_relu +I1014 17:06:53.388625 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388628 1250 net.cpp:139] Memory required for data: 378038560 +I1014 17:06:53.388636 1250 layer_factory.hpp:77] Creating layer res5b_res5b_relu_0_split +I1014 17:06:53.388643 1250 net.cpp:86] Creating Layer res5b_res5b_relu_0_split +I1014 17:06:53.388659 1250 net.cpp:408] res5b_res5b_relu_0_split <- res5b +I1014 17:06:53.388662 1250 net.cpp:382] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_0 +I1014 17:06:53.388670 1250 net.cpp:382] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_1 +I1014 17:06:53.388721 1250 net.cpp:124] Setting up res5b_res5b_relu_0_split +I1014 17:06:53.388726 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388730 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.388732 1250 net.cpp:139] Memory required for data: 381249824 +I1014 17:06:53.388738 1250 layer_factory.hpp:77] Creating layer res5c_branch2a +I1014 17:06:53.388746 1250 net.cpp:86] Creating Layer res5c_branch2a +I1014 17:06:53.388749 1250 net.cpp:408] res5c_branch2a <- res5b_res5b_relu_0_split_0 +I1014 17:06:53.388756 1250 net.cpp:382] res5c_branch2a -> res5c_branch2a +I1014 17:06:53.394366 1250 net.cpp:124] Setting up res5c_branch2a +I1014 17:06:53.394408 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.394413 1250 net.cpp:139] Memory required for data: 381651232 +I1014 17:06:53.394423 1250 layer_factory.hpp:77] Creating layer bn5c_branch2a +I1014 17:06:53.394443 1250 net.cpp:86] Creating Layer bn5c_branch2a +I1014 17:06:53.394451 1250 net.cpp:408] bn5c_branch2a <- res5c_branch2a +I1014 17:06:53.394460 1250 net.cpp:369] bn5c_branch2a -> res5c_branch2a (in-place) +I1014 17:06:53.394734 1250 net.cpp:124] Setting up bn5c_branch2a +I1014 17:06:53.394742 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.394744 1250 net.cpp:139] Memory required for data: 382052640 +I1014 17:06:53.394752 1250 layer_factory.hpp:77] Creating layer scale5c_branch2a +I1014 17:06:53.394762 1250 net.cpp:86] Creating Layer scale5c_branch2a +I1014 17:06:53.394765 1250 net.cpp:408] scale5c_branch2a <- res5c_branch2a +I1014 17:06:53.394771 1250 net.cpp:369] scale5c_branch2a -> res5c_branch2a (in-place) +I1014 17:06:53.394831 1250 layer_factory.hpp:77] Creating layer scale5c_branch2a +I1014 17:06:53.394978 1250 net.cpp:124] Setting up scale5c_branch2a +I1014 17:06:53.394985 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.394989 1250 net.cpp:139] Memory required for data: 382454048 +I1014 17:06:53.394994 1250 layer_factory.hpp:77] Creating layer res5c_branch2a_relu +I1014 17:06:53.395000 1250 net.cpp:86] Creating Layer res5c_branch2a_relu +I1014 17:06:53.395004 1250 net.cpp:408] res5c_branch2a_relu <- res5c_branch2a +I1014 17:06:53.395009 1250 net.cpp:369] res5c_branch2a_relu -> res5c_branch2a (in-place) +I1014 17:06:53.395934 1250 net.cpp:124] Setting up res5c_branch2a_relu +I1014 17:06:53.395949 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.395953 1250 net.cpp:139] Memory required for data: 382855456 +I1014 17:06:53.395956 1250 layer_factory.hpp:77] Creating layer res5c_branch2b +I1014 17:06:53.395967 1250 net.cpp:86] Creating Layer res5c_branch2b +I1014 17:06:53.395972 1250 net.cpp:408] res5c_branch2b <- res5c_branch2a +I1014 17:06:53.395979 1250 net.cpp:382] res5c_branch2b -> res5c_branch2b +I1014 17:06:53.401522 1250 net.cpp:124] Setting up res5c_branch2b +I1014 17:06:53.401540 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.401543 1250 net.cpp:139] Memory required for data: 383256864 +I1014 17:06:53.401551 1250 layer_factory.hpp:77] Creating layer bn5c_branch2b +I1014 17:06:53.401561 1250 net.cpp:86] Creating Layer bn5c_branch2b +I1014 17:06:53.401566 1250 net.cpp:408] bn5c_branch2b <- res5c_branch2b +I1014 17:06:53.401571 1250 net.cpp:369] bn5c_branch2b -> res5c_branch2b (in-place) +I1014 17:06:53.401830 1250 net.cpp:124] Setting up bn5c_branch2b +I1014 17:06:53.401837 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.401840 1250 net.cpp:139] Memory required for data: 383658272 +I1014 17:06:53.401847 1250 layer_factory.hpp:77] Creating layer scale5c_branch2b +I1014 17:06:53.401854 1250 net.cpp:86] Creating Layer scale5c_branch2b +I1014 17:06:53.401859 1250 net.cpp:408] scale5c_branch2b <- res5c_branch2b +I1014 17:06:53.401865 1250 net.cpp:369] scale5c_branch2b -> res5c_branch2b (in-place) +I1014 17:06:53.401921 1250 layer_factory.hpp:77] Creating layer scale5c_branch2b +I1014 17:06:53.402065 1250 net.cpp:124] Setting up scale5c_branch2b +I1014 17:06:53.402073 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.402076 1250 net.cpp:139] Memory required for data: 384059680 +I1014 17:06:53.402083 1250 layer_factory.hpp:77] Creating layer res5c_branch2b_relu +I1014 17:06:53.402089 1250 net.cpp:86] Creating Layer res5c_branch2b_relu +I1014 17:06:53.402093 1250 net.cpp:408] res5c_branch2b_relu <- res5c_branch2b +I1014 17:06:53.402097 1250 net.cpp:369] res5c_branch2b_relu -> res5c_branch2b (in-place) +I1014 17:06:53.402381 1250 net.cpp:124] Setting up res5c_branch2b_relu +I1014 17:06:53.402392 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 17:06:53.402395 1250 net.cpp:139] Memory required for data: 384461088 +I1014 17:06:53.402400 1250 layer_factory.hpp:77] Creating layer res5c_branch2c +I1014 17:06:53.402410 1250 net.cpp:86] Creating Layer res5c_branch2c +I1014 17:06:53.402413 1250 net.cpp:408] res5c_branch2c <- res5c_branch2b +I1014 17:06:53.402426 1250 net.cpp:382] res5c_branch2c -> res5c_branch2c +I1014 17:06:53.407371 1250 net.cpp:124] Setting up res5c_branch2c +I1014 17:06:53.407387 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.407392 1250 net.cpp:139] Memory required for data: 386066720 +I1014 17:06:53.407397 1250 layer_factory.hpp:77] Creating layer bn5c_branch2c +I1014 17:06:53.407404 1250 net.cpp:86] Creating Layer bn5c_branch2c +I1014 17:06:53.407409 1250 net.cpp:408] bn5c_branch2c <- res5c_branch2c +I1014 17:06:53.407416 1250 net.cpp:369] bn5c_branch2c -> res5c_branch2c (in-place) +I1014 17:06:53.407681 1250 net.cpp:124] Setting up bn5c_branch2c +I1014 17:06:53.407691 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.407694 1250 net.cpp:139] Memory required for data: 387672352 +I1014 17:06:53.407702 1250 layer_factory.hpp:77] Creating layer scale5c_branch2c +I1014 17:06:53.407709 1250 net.cpp:86] Creating Layer scale5c_branch2c +I1014 17:06:53.407712 1250 net.cpp:408] scale5c_branch2c <- res5c_branch2c +I1014 17:06:53.407717 1250 net.cpp:369] scale5c_branch2c -> res5c_branch2c (in-place) +I1014 17:06:53.407779 1250 layer_factory.hpp:77] Creating layer scale5c_branch2c +I1014 17:06:53.407929 1250 net.cpp:124] Setting up scale5c_branch2c +I1014 17:06:53.407935 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.407938 1250 net.cpp:139] Memory required for data: 389277984 +I1014 17:06:53.407945 1250 layer_factory.hpp:77] Creating layer res5c +I1014 17:06:53.407959 1250 net.cpp:86] Creating Layer res5c +I1014 17:06:53.407963 1250 net.cpp:408] res5c <- res5b_res5b_relu_0_split_1 +I1014 17:06:53.407968 1250 net.cpp:408] res5c <- res5c_branch2c +I1014 17:06:53.407972 1250 net.cpp:382] res5c -> res5c +I1014 17:06:53.407999 1250 net.cpp:124] Setting up res5c +I1014 17:06:53.408004 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.408007 1250 net.cpp:139] Memory required for data: 390883616 +I1014 17:06:53.408010 1250 layer_factory.hpp:77] Creating layer res5c_relu +I1014 17:06:53.408016 1250 net.cpp:86] Creating Layer res5c_relu +I1014 17:06:53.408020 1250 net.cpp:408] res5c_relu <- res5c +I1014 17:06:53.408025 1250 net.cpp:369] res5c_relu -> res5c (in-place) +I1014 17:06:53.409257 1250 net.cpp:124] Setting up res5c_relu +I1014 17:06:53.409270 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 17:06:53.409272 1250 net.cpp:139] Memory required for data: 392489248 +I1014 17:06:53.409277 1250 layer_factory.hpp:77] Creating layer pool5 +I1014 17:06:53.409284 1250 net.cpp:86] Creating Layer pool5 +I1014 17:06:53.409288 1250 net.cpp:408] pool5 <- res5c +I1014 17:06:53.409301 1250 net.cpp:382] pool5 -> pool5 +I1014 17:06:53.409584 1250 net.cpp:124] Setting up pool5 +I1014 17:06:53.409592 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 17:06:53.409595 1250 net.cpp:139] Memory required for data: 392497440 +I1014 17:06:53.409600 1250 layer_factory.hpp:77] Creating layer pool5_pool5_0_split +I1014 17:06:53.409605 1250 net.cpp:86] Creating Layer pool5_pool5_0_split +I1014 17:06:53.409610 1250 net.cpp:408] pool5_pool5_0_split <- pool5 +I1014 17:06:53.409615 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_0 +I1014 17:06:53.409622 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_1 +I1014 17:06:53.409627 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_2 +I1014 17:06:53.409683 1250 net.cpp:124] Setting up pool5_pool5_0_split +I1014 17:06:53.409689 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 17:06:53.409693 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 17:06:53.409698 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 17:06:53.409699 1250 net.cpp:139] Memory required for data: 392522016 +I1014 17:06:53.409703 1250 layer_factory.hpp:77] Creating layer pool5_flat +I1014 17:06:53.409716 1250 net.cpp:86] Creating Layer pool5_flat +I1014 17:06:53.409719 1250 net.cpp:408] pool5_flat <- pool5_pool5_0_split_0 +I1014 17:06:53.409726 1250 net.cpp:382] pool5_flat -> pool5_flat +I1014 17:06:53.409750 1250 net.cpp:124] Setting up pool5_flat +I1014 17:06:53.409762 1250 net.cpp:131] Top shape: 1 2048 (2048) +I1014 17:06:53.409765 1250 net.cpp:139] Memory required for data: 392530208 +I1014 17:06:53.409768 1250 layer_factory.hpp:77] Creating layer cls_score +I1014 17:06:53.409780 1250 net.cpp:86] Creating Layer cls_score +I1014 17:06:53.409783 1250 net.cpp:408] cls_score <- pool5_pool5_0_split_1 +I1014 17:06:53.409790 1250 net.cpp:382] cls_score -> cls_score +I1014 17:06:53.524734 1250 net.cpp:124] Setting up cls_score +I1014 17:06:53.524770 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 17:06:53.524775 1250 net.cpp:139] Memory required for data: 392536612 +I1014 17:06:53.524785 1250 layer_factory.hpp:77] Creating layer cls_score_cls_score_0_split +I1014 17:06:53.524796 1250 net.cpp:86] Creating Layer cls_score_cls_score_0_split +I1014 17:06:53.524801 1250 net.cpp:408] cls_score_cls_score_0_split <- cls_score +I1014 17:06:53.524808 1250 net.cpp:382] cls_score_cls_score_0_split -> cls_score_cls_score_0_split_0 +I1014 17:06:53.524818 1250 net.cpp:382] cls_score_cls_score_0_split -> cls_score_cls_score_0_split_1 +I1014 17:06:53.524863 1250 net.cpp:124] Setting up cls_score_cls_score_0_split +I1014 17:06:53.524869 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 17:06:53.524873 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 17:06:53.524875 1250 net.cpp:139] Memory required for data: 392549420 +I1014 17:06:53.524879 1250 layer_factory.hpp:77] Creating layer bbox_pred +I1014 17:06:53.524896 1250 net.cpp:86] Creating Layer bbox_pred +I1014 17:06:53.524901 1250 net.cpp:408] bbox_pred <- pool5_pool5_0_split_2 +I1014 17:06:53.524906 1250 net.cpp:382] bbox_pred -> bbox_pred +I1014 17:06:53.986363 1250 net.cpp:124] Setting up bbox_pred +I1014 17:06:53.986542 1250 net.cpp:131] Top shape: 1 6404 (6404) +I1014 17:06:53.986560 1250 net.cpp:139] Memory required for data: 392575036 +I1014 17:06:53.986626 1250 layer_factory.hpp:77] Creating layer cls_prob +I1014 17:06:53.986743 1250 net.cpp:86] Creating Layer cls_prob +I1014 17:06:53.986785 1250 net.cpp:408] cls_prob <- cls_score_cls_score_0_split_0 +I1014 17:06:53.986824 1250 net.cpp:382] cls_prob -> cls_prob +I1014 17:06:53.990244 1250 net.cpp:124] Setting up cls_prob +I1014 17:06:53.990283 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 17:06:53.990286 1250 net.cpp:139] Memory required for data: 392581440 +I1014 17:06:53.990293 1250 layer_factory.hpp:77] Creating layer predicted_cls +I1014 17:06:53.990310 1250 net.cpp:86] Creating Layer predicted_cls +I1014 17:06:53.990317 1250 net.cpp:408] predicted_cls <- cls_score_cls_score_0_split_1 +I1014 17:06:53.990327 1250 net.cpp:382] predicted_cls -> predicted_cls +I1014 17:06:53.990363 1250 net.cpp:124] Setting up predicted_cls +I1014 17:06:53.990368 1250 net.cpp:131] Top shape: 1 1 (1) +I1014 17:06:53.990372 1250 net.cpp:139] Memory required for data: 392581444 +I1014 17:06:53.990375 1250 layer_factory.hpp:77] Creating layer cls_embedding +I1014 17:06:53.990384 1250 net.cpp:86] Creating Layer cls_embedding +I1014 17:06:53.990387 1250 net.cpp:408] cls_embedding <- predicted_cls +I1014 17:06:53.990394 1250 net.cpp:382] cls_embedding -> cls_embedding +I1014 17:06:54.005632 1250 net.cpp:124] Setting up cls_embedding +I1014 17:06:54.005653 1250 net.cpp:131] Top shape: 1 256 (256) +I1014 17:06:54.005657 1250 net.cpp:139] Memory required for data: 392582468 +I1014 17:06:54.005664 1250 layer_factory.hpp:77] Creating layer cls_embedding_flat +I1014 17:06:54.005674 1250 net.cpp:86] Creating Layer cls_embedding_flat +I1014 17:06:54.005679 1250 net.cpp:408] cls_embedding_flat <- cls_embedding +I1014 17:06:54.005686 1250 net.cpp:382] cls_embedding_flat -> cls_embedding_flat +I1014 17:06:54.005717 1250 net.cpp:124] Setting up cls_embedding_flat +I1014 17:06:54.005723 1250 net.cpp:131] Top shape: 1 256 (256) +I1014 17:06:54.005726 1250 net.cpp:139] Memory required for data: 392583492 +I1014 17:06:54.005729 1250 layer_factory.hpp:77] Creating layer concat_pool5 +I1014 17:06:54.005779 1250 net.cpp:86] Creating Layer concat_pool5 +I1014 17:06:54.005820 1250 net.cpp:408] concat_pool5 <- pool5_flat +I1014 17:06:54.005847 1250 net.cpp:408] concat_pool5 <- cls_embedding_flat +I1014 17:06:54.005867 1250 net.cpp:382] concat_pool5 -> concat_pool5 +I1014 17:06:54.005998 1250 net.cpp:124] Setting up concat_pool5 +I1014 17:06:54.006016 1250 net.cpp:131] Top shape: 1 2304 (2304) +I1014 17:06:54.006021 1250 net.cpp:139] Memory required for data: 392592708 +I1014 17:06:54.006028 1250 layer_factory.hpp:77] Creating layer fc_attr +I1014 17:06:54.006060 1250 net.cpp:86] Creating Layer fc_attr +I1014 17:06:54.006068 1250 net.cpp:408] fc_attr <- concat_pool5 +I1014 17:06:54.006083 1250 net.cpp:382] fc_attr -> fc_attr +I1014 17:06:54.073536 1250 net.cpp:124] Setting up fc_attr +I1014 17:06:54.073593 1250 net.cpp:131] Top shape: 1 512 (512) +I1014 17:06:54.073599 1250 net.cpp:139] Memory required for data: 392594756 +I1014 17:06:54.073662 1250 layer_factory.hpp:77] Creating layer relu_attr +I1014 17:06:54.073716 1250 net.cpp:86] Creating Layer relu_attr +I1014 17:06:54.073731 1250 net.cpp:408] relu_attr <- fc_attr +I1014 17:06:54.073748 1250 net.cpp:369] relu_attr -> fc_attr (in-place) +I1014 17:06:54.074466 1250 net.cpp:124] Setting up relu_attr +I1014 17:06:54.074488 1250 net.cpp:131] Top shape: 1 512 (512) +I1014 17:06:54.074494 1250 net.cpp:139] Memory required for data: 392596804 +I1014 17:06:54.074501 1250 layer_factory.hpp:77] Creating layer attr_score +I1014 17:06:54.074520 1250 net.cpp:86] Creating Layer attr_score +I1014 17:06:54.074529 1250 net.cpp:408] attr_score <- fc_attr +I1014 17:06:54.074548 1250 net.cpp:382] attr_score -> attr_score +I1014 17:06:54.087523 1250 net.cpp:124] Setting up attr_score +I1014 17:06:54.087592 1250 net.cpp:131] Top shape: 1 401 (401) +I1014 17:06:54.087601 1250 net.cpp:139] Memory required for data: 392598408 +I1014 17:06:54.087618 1250 layer_factory.hpp:77] Creating layer attr_prob +I1014 17:06:54.087635 1250 net.cpp:86] Creating Layer attr_prob +I1014 17:06:54.087643 1250 net.cpp:408] attr_prob <- attr_score +I1014 17:06:54.087657 1250 net.cpp:382] attr_prob -> attr_prob +I1014 17:06:54.091750 1250 net.cpp:124] Setting up attr_prob +I1014 17:06:54.091789 1250 net.cpp:131] Top shape: 1 401 (401) +I1014 17:06:54.091795 1250 net.cpp:139] Memory required for data: 392600012 +I1014 17:06:54.091802 1250 net.cpp:202] attr_prob does not need backward computation. +I1014 17:06:54.091809 1250 net.cpp:202] attr_score does not need backward computation. +I1014 17:06:54.091814 1250 net.cpp:202] relu_attr does not need backward computation. +I1014 17:06:54.091820 1250 net.cpp:202] fc_attr does not need backward computation. +I1014 17:06:54.091825 1250 net.cpp:202] concat_pool5 does not need backward computation. +I1014 17:06:54.091831 1250 net.cpp:202] cls_embedding_flat does not need backward computation. +I1014 17:06:54.091836 1250 net.cpp:202] cls_embedding does not need backward computation. +I1014 17:06:54.091841 1250 net.cpp:202] predicted_cls does not need backward computation. +I1014 17:06:54.091846 1250 net.cpp:202] cls_prob does not need backward computation. +I1014 17:06:54.091852 1250 net.cpp:202] bbox_pred does not need backward computation. +I1014 17:06:54.091861 1250 net.cpp:202] cls_score_cls_score_0_split does not need backward computation. +I1014 17:06:54.091868 1250 net.cpp:202] cls_score does not need backward computation. +I1014 17:06:54.091873 1250 net.cpp:202] pool5_flat does not need backward computation. +I1014 17:06:54.091878 1250 net.cpp:202] pool5_pool5_0_split does not need backward computation. +I1014 17:06:54.091884 1250 net.cpp:202] pool5 does not need backward computation. +I1014 17:06:54.091891 1250 net.cpp:202] res5c_relu does not need backward computation. +I1014 17:06:54.091894 1250 net.cpp:202] res5c does not need backward computation. +I1014 17:06:54.091902 1250 net.cpp:202] scale5c_branch2c does not need backward computation. +I1014 17:06:54.091907 1250 net.cpp:202] bn5c_branch2c does not need backward computation. +I1014 17:06:54.091913 1250 net.cpp:202] res5c_branch2c does not need backward computation. +I1014 17:06:54.091918 1250 net.cpp:202] res5c_branch2b_relu does not need backward computation. +I1014 17:06:54.091933 1250 net.cpp:202] scale5c_branch2b does not need backward computation. +I1014 17:06:54.091938 1250 net.cpp:202] bn5c_branch2b does not need backward computation. +I1014 17:06:54.091944 1250 net.cpp:202] res5c_branch2b does not need backward computation. +I1014 17:06:54.091949 1250 net.cpp:202] res5c_branch2a_relu does not need backward computation. +I1014 17:06:54.091953 1250 net.cpp:202] scale5c_branch2a does not need backward computation. +I1014 17:06:54.091959 1250 net.cpp:202] bn5c_branch2a does not need backward computation. +I1014 17:06:54.091964 1250 net.cpp:202] res5c_branch2a does not need backward computation. +I1014 17:06:54.091969 1250 net.cpp:202] res5b_res5b_relu_0_split does not need backward computation. +I1014 17:06:54.091976 1250 net.cpp:202] res5b_relu does not need backward computation. +I1014 17:06:54.091981 1250 net.cpp:202] res5b does not need backward computation. +I1014 17:06:54.091989 1250 net.cpp:202] scale5b_branch2c does not need backward computation. +I1014 17:06:54.091995 1250 net.cpp:202] bn5b_branch2c does not need backward computation. +I1014 17:06:54.092000 1250 net.cpp:202] res5b_branch2c does not need backward computation. +I1014 17:06:54.092005 1250 net.cpp:202] res5b_branch2b_relu does not need backward computation. +I1014 17:06:54.092010 1250 net.cpp:202] scale5b_branch2b does not need backward computation. +I1014 17:06:54.092015 1250 net.cpp:202] bn5b_branch2b does not need backward computation. +I1014 17:06:54.092020 1250 net.cpp:202] res5b_branch2b does not need backward computation. +I1014 17:06:54.092026 1250 net.cpp:202] res5b_branch2a_relu does not need backward computation. +I1014 17:06:54.092031 1250 net.cpp:202] scale5b_branch2a does not need backward computation. +I1014 17:06:54.092036 1250 net.cpp:202] bn5b_branch2a does not need backward computation. +I1014 17:06:54.092041 1250 net.cpp:202] res5b_branch2a does not need backward computation. +I1014 17:06:54.092046 1250 net.cpp:202] res5a_res5a_relu_0_split does not need backward computation. +I1014 17:06:54.092052 1250 net.cpp:202] res5a_relu does not need backward computation. +I1014 17:06:54.092057 1250 net.cpp:202] res5a does not need backward computation. +I1014 17:06:54.092066 1250 net.cpp:202] scale5a_branch2c does not need backward computation. +I1014 17:06:54.092070 1250 net.cpp:202] bn5a_branch2c does not need backward computation. +I1014 17:06:54.092075 1250 net.cpp:202] res5a_branch2c does not need backward computation. +I1014 17:06:54.092082 1250 net.cpp:202] res5a_branch2b_relu does not need backward computation. +I1014 17:06:54.092087 1250 net.cpp:202] scale5a_branch2b does not need backward computation. +I1014 17:06:54.092092 1250 net.cpp:202] bn5a_branch2b does not need backward computation. +I1014 17:06:54.092097 1250 net.cpp:202] res5a_branch2b does not need backward computation. +I1014 17:06:54.092103 1250 net.cpp:202] res5a_branch2a_relu does not need backward computation. +I1014 17:06:54.092108 1250 net.cpp:202] scale5a_branch2a does not need backward computation. +I1014 17:06:54.092111 1250 net.cpp:202] bn5a_branch2a does not need backward computation. +I1014 17:06:54.092118 1250 net.cpp:202] res5a_branch2a does not need backward computation. +I1014 17:06:54.092124 1250 net.cpp:202] scale5a_branch1 does not need backward computation. +I1014 17:06:54.092129 1250 net.cpp:202] bn5a_branch1 does not need backward computation. +I1014 17:06:54.092134 1250 net.cpp:202] res5a_branch1 does not need backward computation. +I1014 17:06:54.092140 1250 net.cpp:202] roipool5_roi_pool5_0_split does not need backward computation. +I1014 17:06:54.092146 1250 net.cpp:202] roi_pool5 does not need backward computation. +I1014 17:06:54.092155 1250 net.cpp:202] proposal does not need backward computation. +I1014 17:06:54.092165 1250 net.cpp:202] rpn_cls_prob_reshape does not need backward computation. +I1014 17:06:54.092171 1250 net.cpp:202] rpn_cls_prob does not need backward computation. +I1014 17:06:54.092177 1250 net.cpp:202] rpn_cls_score_reshape does not need backward computation. +I1014 17:06:54.092186 1250 net.cpp:202] rpn_bbox_pred does not need backward computation. +I1014 17:06:54.092193 1250 net.cpp:202] rpn_cls_score does not need backward computation. +I1014 17:06:54.092200 1250 net.cpp:202] rpn/output_rpn_relu/3x3_0_split does not need backward computation. +I1014 17:06:54.092206 1250 net.cpp:202] rpn_relu/3x3 does not need backward computation. +I1014 17:06:54.092211 1250 net.cpp:202] rpn_conv/3x3 does not need backward computation. +I1014 17:06:54.092216 1250 net.cpp:202] res4b22_res4b22_relu_0_split does not need backward computation. +I1014 17:06:54.092223 1250 net.cpp:202] res4b22_relu does not need backward computation. +I1014 17:06:54.092228 1250 net.cpp:202] res4b22 does not need backward computation. +I1014 17:06:54.092238 1250 net.cpp:202] scale4b22_branch2c does not need backward computation. +I1014 17:06:54.092243 1250 net.cpp:202] bn4b22_branch2c does not need backward computation. +I1014 17:06:54.092250 1250 net.cpp:202] res4b22_branch2c does not need backward computation. +I1014 17:06:54.092257 1250 net.cpp:202] res4b22_branch2b_relu does not need backward computation. +I1014 17:06:54.092262 1250 net.cpp:202] scale4b22_branch2b does not need backward computation. +I1014 17:06:54.092268 1250 net.cpp:202] bn4b22_branch2b does not need backward computation. +I1014 17:06:54.092274 1250 net.cpp:202] res4b22_branch2b does not need backward computation. +I1014 17:06:54.092283 1250 net.cpp:202] res4b22_branch2a_relu does not need backward computation. +I1014 17:06:54.092289 1250 net.cpp:202] scale4b22_branch2a does not need backward computation. +I1014 17:06:54.092295 1250 net.cpp:202] bn4b22_branch2a does not need backward computation. +I1014 17:06:54.092300 1250 net.cpp:202] res4b22_branch2a does not need backward computation. +I1014 17:06:54.092306 1250 net.cpp:202] res4b21_res4b21_relu_0_split does not need backward computation. +I1014 17:06:54.092314 1250 net.cpp:202] res4b21_relu does not need backward computation. +I1014 17:06:54.092319 1250 net.cpp:202] res4b21 does not need backward computation. +I1014 17:06:54.092327 1250 net.cpp:202] scale4b21_branch2c does not need backward computation. +I1014 17:06:54.092332 1250 net.cpp:202] bn4b21_branch2c does not need backward computation. +I1014 17:06:54.092339 1250 net.cpp:202] res4b21_branch2c does not need backward computation. +I1014 17:06:54.092344 1250 net.cpp:202] res4b21_branch2b_relu does not need backward computation. +I1014 17:06:54.092351 1250 net.cpp:202] scale4b21_branch2b does not need backward computation. +I1014 17:06:54.092357 1250 net.cpp:202] bn4b21_branch2b does not need backward computation. +I1014 17:06:54.092363 1250 net.cpp:202] res4b21_branch2b does not need backward computation. +I1014 17:06:54.092370 1250 net.cpp:202] res4b21_branch2a_relu does not need backward computation. +I1014 17:06:54.092375 1250 net.cpp:202] scale4b21_branch2a does not need backward computation. +I1014 17:06:54.092381 1250 net.cpp:202] bn4b21_branch2a does not need backward computation. +I1014 17:06:54.092387 1250 net.cpp:202] res4b21_branch2a does not need backward computation. +I1014 17:06:54.092392 1250 net.cpp:202] res4b20_res4b20_relu_0_split does not need backward computation. +I1014 17:06:54.092399 1250 net.cpp:202] res4b20_relu does not need backward computation. +I1014 17:06:54.092406 1250 net.cpp:202] res4b20 does not need backward computation. +I1014 17:06:54.092417 1250 net.cpp:202] scale4b20_branch2c does not need backward computation. +I1014 17:06:54.092422 1250 net.cpp:202] bn4b20_branch2c does not need backward computation. +I1014 17:06:54.092429 1250 net.cpp:202] res4b20_branch2c does not need backward computation. +I1014 17:06:54.092437 1250 net.cpp:202] res4b20_branch2b_relu does not need backward computation. +I1014 17:06:54.092440 1250 net.cpp:202] scale4b20_branch2b does not need backward computation. +I1014 17:06:54.092447 1250 net.cpp:202] bn4b20_branch2b does not need backward computation. +I1014 17:06:54.092453 1250 net.cpp:202] res4b20_branch2b does not need backward computation. +I1014 17:06:54.092468 1250 net.cpp:202] res4b20_branch2a_relu does not need backward computation. +I1014 17:06:54.092473 1250 net.cpp:202] scale4b20_branch2a does not need backward computation. +I1014 17:06:54.092479 1250 net.cpp:202] bn4b20_branch2a does not need backward computation. +I1014 17:06:54.092485 1250 net.cpp:202] res4b20_branch2a does not need backward computation. +I1014 17:06:54.092492 1250 net.cpp:202] res4b19_res4b19_relu_0_split does not need backward computation. +I1014 17:06:54.092499 1250 net.cpp:202] res4b19_relu does not need backward computation. +I1014 17:06:54.092504 1250 net.cpp:202] res4b19 does not need backward computation. +I1014 17:06:54.092512 1250 net.cpp:202] scale4b19_branch2c does not need backward computation. +I1014 17:06:54.092519 1250 net.cpp:202] bn4b19_branch2c does not need backward computation. +I1014 17:06:54.092525 1250 net.cpp:202] res4b19_branch2c does not need backward computation. +I1014 17:06:54.092531 1250 net.cpp:202] res4b19_branch2b_relu does not need backward computation. +I1014 17:06:54.092537 1250 net.cpp:202] scale4b19_branch2b does not need backward computation. +I1014 17:06:54.092542 1250 net.cpp:202] bn4b19_branch2b does not need backward computation. +I1014 17:06:54.092548 1250 net.cpp:202] res4b19_branch2b does not need backward computation. +I1014 17:06:54.092555 1250 net.cpp:202] res4b19_branch2a_relu does not need backward computation. +I1014 17:06:54.092561 1250 net.cpp:202] scale4b19_branch2a does not need backward computation. +I1014 17:06:54.092566 1250 net.cpp:202] bn4b19_branch2a does not need backward computation. +I1014 17:06:54.092578 1250 net.cpp:202] res4b19_branch2a does not need backward computation. +I1014 17:06:54.092584 1250 net.cpp:202] res4b18_res4b18_relu_0_split does not need backward computation. +I1014 17:06:54.092592 1250 net.cpp:202] res4b18_relu does not need backward computation. +I1014 17:06:54.092598 1250 net.cpp:202] res4b18 does not need backward computation. +I1014 17:06:54.092607 1250 net.cpp:202] scale4b18_branch2c does not need backward computation. +I1014 17:06:54.092613 1250 net.cpp:202] bn4b18_branch2c does not need backward computation. +I1014 17:06:54.092618 1250 net.cpp:202] res4b18_branch2c does not need backward computation. +I1014 17:06:54.092625 1250 net.cpp:202] res4b18_branch2b_relu does not need backward computation. +I1014 17:06:54.092631 1250 net.cpp:202] scale4b18_branch2b does not need backward computation. +I1014 17:06:54.092638 1250 net.cpp:202] bn4b18_branch2b does not need backward computation. +I1014 17:06:54.092644 1250 net.cpp:202] res4b18_branch2b does not need backward computation. +I1014 17:06:54.092650 1250 net.cpp:202] res4b18_branch2a_relu does not need backward computation. +I1014 17:06:54.092658 1250 net.cpp:202] scale4b18_branch2a does not need backward computation. +I1014 17:06:54.092664 1250 net.cpp:202] bn4b18_branch2a does not need backward computation. +I1014 17:06:54.092670 1250 net.cpp:202] res4b18_branch2a does not need backward computation. +I1014 17:06:54.092677 1250 net.cpp:202] res4b17_res4b17_relu_0_split does not need backward computation. +I1014 17:06:54.092684 1250 net.cpp:202] res4b17_relu does not need backward computation. +I1014 17:06:54.092689 1250 net.cpp:202] res4b17 does not need backward computation. +I1014 17:06:54.092696 1250 net.cpp:202] scale4b17_branch2c does not need backward computation. +I1014 17:06:54.092702 1250 net.cpp:202] bn4b17_branch2c does not need backward computation. +I1014 17:06:54.092708 1250 net.cpp:202] res4b17_branch2c does not need backward computation. +I1014 17:06:54.092716 1250 net.cpp:202] res4b17_branch2b_relu does not need backward computation. +I1014 17:06:54.092723 1250 net.cpp:202] scale4b17_branch2b does not need backward computation. +I1014 17:06:54.092730 1250 net.cpp:202] bn4b17_branch2b does not need backward computation. +I1014 17:06:54.092736 1250 net.cpp:202] res4b17_branch2b does not need backward computation. +I1014 17:06:54.092742 1250 net.cpp:202] res4b17_branch2a_relu does not need backward computation. +I1014 17:06:54.092751 1250 net.cpp:202] scale4b17_branch2a does not need backward computation. +I1014 17:06:54.092756 1250 net.cpp:202] bn4b17_branch2a does not need backward computation. +I1014 17:06:54.092762 1250 net.cpp:202] res4b17_branch2a does not need backward computation. +I1014 17:06:54.092768 1250 net.cpp:202] res4b16_res4b16_relu_0_split does not need backward computation. +I1014 17:06:54.092775 1250 net.cpp:202] res4b16_relu does not need backward computation. +I1014 17:06:54.092780 1250 net.cpp:202] res4b16 does not need backward computation. +I1014 17:06:54.092789 1250 net.cpp:202] scale4b16_branch2c does not need backward computation. +I1014 17:06:54.092793 1250 net.cpp:202] bn4b16_branch2c does not need backward computation. +I1014 17:06:54.092799 1250 net.cpp:202] res4b16_branch2c does not need backward computation. +I1014 17:06:54.092806 1250 net.cpp:202] res4b16_branch2b_relu does not need backward computation. +I1014 17:06:54.092813 1250 net.cpp:202] scale4b16_branch2b does not need backward computation. +I1014 17:06:54.092818 1250 net.cpp:202] bn4b16_branch2b does not need backward computation. +I1014 17:06:54.092825 1250 net.cpp:202] res4b16_branch2b does not need backward computation. +I1014 17:06:54.092831 1250 net.cpp:202] res4b16_branch2a_relu does not need backward computation. +I1014 17:06:54.092839 1250 net.cpp:202] scale4b16_branch2a does not need backward computation. +I1014 17:06:54.092844 1250 net.cpp:202] bn4b16_branch2a does not need backward computation. +I1014 17:06:54.092850 1250 net.cpp:202] res4b16_branch2a does not need backward computation. +I1014 17:06:54.092856 1250 net.cpp:202] res4b15_res4b15_relu_0_split does not need backward computation. +I1014 17:06:54.092864 1250 net.cpp:202] res4b15_relu does not need backward computation. +I1014 17:06:54.092869 1250 net.cpp:202] res4b15 does not need backward computation. +I1014 17:06:54.092880 1250 net.cpp:202] scale4b15_branch2c does not need backward computation. +I1014 17:06:54.092885 1250 net.cpp:202] bn4b15_branch2c does not need backward computation. +I1014 17:06:54.092890 1250 net.cpp:202] res4b15_branch2c does not need backward computation. +I1014 17:06:54.092897 1250 net.cpp:202] res4b15_branch2b_relu does not need backward computation. +I1014 17:06:54.092903 1250 net.cpp:202] scale4b15_branch2b does not need backward computation. +I1014 17:06:54.092911 1250 net.cpp:202] bn4b15_branch2b does not need backward computation. +I1014 17:06:54.092917 1250 net.cpp:202] res4b15_branch2b does not need backward computation. +I1014 17:06:54.092923 1250 net.cpp:202] res4b15_branch2a_relu does not need backward computation. +I1014 17:06:54.092931 1250 net.cpp:202] scale4b15_branch2a does not need backward computation. +I1014 17:06:54.092936 1250 net.cpp:202] bn4b15_branch2a does not need backward computation. +I1014 17:06:54.092942 1250 net.cpp:202] res4b15_branch2a does not need backward computation. +I1014 17:06:54.092948 1250 net.cpp:202] res4b14_res4b14_relu_0_split does not need backward computation. +I1014 17:06:54.092955 1250 net.cpp:202] res4b14_relu does not need backward computation. +I1014 17:06:54.092963 1250 net.cpp:202] res4b14 does not need backward computation. +I1014 17:06:54.092973 1250 net.cpp:202] scale4b14_branch2c does not need backward computation. +I1014 17:06:54.092979 1250 net.cpp:202] bn4b14_branch2c does not need backward computation. +I1014 17:06:54.092985 1250 net.cpp:202] res4b14_branch2c does not need backward computation. +I1014 17:06:54.092993 1250 net.cpp:202] res4b14_branch2b_relu does not need backward computation. +I1014 17:06:54.092999 1250 net.cpp:202] scale4b14_branch2b does not need backward computation. +I1014 17:06:54.093005 1250 net.cpp:202] bn4b14_branch2b does not need backward computation. +I1014 17:06:54.093013 1250 net.cpp:202] res4b14_branch2b does not need backward computation. +I1014 17:06:54.093019 1250 net.cpp:202] res4b14_branch2a_relu does not need backward computation. +I1014 17:06:54.093025 1250 net.cpp:202] scale4b14_branch2a does not need backward computation. +I1014 17:06:54.093034 1250 net.cpp:202] bn4b14_branch2a does not need backward computation. +I1014 17:06:54.093041 1250 net.cpp:202] res4b14_branch2a does not need backward computation. +I1014 17:06:54.093049 1250 net.cpp:202] res4b13_res4b13_relu_0_split does not need backward computation. +I1014 17:06:54.093055 1250 net.cpp:202] res4b13_relu does not need backward computation. +I1014 17:06:54.093060 1250 net.cpp:202] res4b13 does not need backward computation. +I1014 17:06:54.093068 1250 net.cpp:202] scale4b13_branch2c does not need backward computation. +I1014 17:06:54.093075 1250 net.cpp:202] bn4b13_branch2c does not need backward computation. +I1014 17:06:54.093081 1250 net.cpp:202] res4b13_branch2c does not need backward computation. +I1014 17:06:54.093088 1250 net.cpp:202] res4b13_branch2b_relu does not need backward computation. +I1014 17:06:54.093096 1250 net.cpp:202] scale4b13_branch2b does not need backward computation. +I1014 17:06:54.093101 1250 net.cpp:202] bn4b13_branch2b does not need backward computation. +I1014 17:06:54.093106 1250 net.cpp:202] res4b13_branch2b does not need backward computation. +I1014 17:06:54.093114 1250 net.cpp:202] res4b13_branch2a_relu does not need backward computation. +I1014 17:06:54.093122 1250 net.cpp:202] scale4b13_branch2a does not need backward computation. +I1014 17:06:54.093127 1250 net.cpp:202] bn4b13_branch2a does not need backward computation. +I1014 17:06:54.093135 1250 net.cpp:202] res4b13_branch2a does not need backward computation. +I1014 17:06:54.093140 1250 net.cpp:202] res4b12_res4b12_relu_0_split does not need backward computation. +I1014 17:06:54.093147 1250 net.cpp:202] res4b12_relu does not need backward computation. +I1014 17:06:54.093152 1250 net.cpp:202] res4b12 does not need backward computation. +I1014 17:06:54.093160 1250 net.cpp:202] scale4b12_branch2c does not need backward computation. +I1014 17:06:54.093165 1250 net.cpp:202] bn4b12_branch2c does not need backward computation. +I1014 17:06:54.093173 1250 net.cpp:202] res4b12_branch2c does not need backward computation. +I1014 17:06:54.093179 1250 net.cpp:202] res4b12_branch2b_relu does not need backward computation. +I1014 17:06:54.093185 1250 net.cpp:202] scale4b12_branch2b does not need backward computation. +I1014 17:06:54.093204 1250 net.cpp:202] bn4b12_branch2b does not need backward computation. +I1014 17:06:54.093211 1250 net.cpp:202] res4b12_branch2b does not need backward computation. +I1014 17:06:54.093219 1250 net.cpp:202] res4b12_branch2a_relu does not need backward computation. +I1014 17:06:54.093225 1250 net.cpp:202] scale4b12_branch2a does not need backward computation. +I1014 17:06:54.093232 1250 net.cpp:202] bn4b12_branch2a does not need backward computation. +I1014 17:06:54.093240 1250 net.cpp:202] res4b12_branch2a does not need backward computation. +I1014 17:06:54.093246 1250 net.cpp:202] res4b11_res4b11_relu_0_split does not need backward computation. +I1014 17:06:54.093253 1250 net.cpp:202] res4b11_relu does not need backward computation. +I1014 17:06:54.093258 1250 net.cpp:202] res4b11 does not need backward computation. +I1014 17:06:54.093267 1250 net.cpp:202] scale4b11_branch2c does not need backward computation. +I1014 17:06:54.093273 1250 net.cpp:202] bn4b11_branch2c does not need backward computation. +I1014 17:06:54.093281 1250 net.cpp:202] res4b11_branch2c does not need backward computation. +I1014 17:06:54.093289 1250 net.cpp:202] res4b11_branch2b_relu does not need backward computation. +I1014 17:06:54.093297 1250 net.cpp:202] scale4b11_branch2b does not need backward computation. +I1014 17:06:54.093302 1250 net.cpp:202] bn4b11_branch2b does not need backward computation. +I1014 17:06:54.093310 1250 net.cpp:202] res4b11_branch2b does not need backward computation. +I1014 17:06:54.093317 1250 net.cpp:202] res4b11_branch2a_relu does not need backward computation. +I1014 17:06:54.093323 1250 net.cpp:202] scale4b11_branch2a does not need backward computation. +I1014 17:06:54.093328 1250 net.cpp:202] bn4b11_branch2a does not need backward computation. +I1014 17:06:54.093335 1250 net.cpp:202] res4b11_branch2a does not need backward computation. +I1014 17:06:54.093345 1250 net.cpp:202] res4b10_res4b10_relu_0_split does not need backward computation. +I1014 17:06:54.093351 1250 net.cpp:202] res4b10_relu does not need backward computation. +I1014 17:06:54.093358 1250 net.cpp:202] res4b10 does not need backward computation. +I1014 17:06:54.093366 1250 net.cpp:202] scale4b10_branch2c does not need backward computation. +I1014 17:06:54.093372 1250 net.cpp:202] bn4b10_branch2c does not need backward computation. +I1014 17:06:54.093379 1250 net.cpp:202] res4b10_branch2c does not need backward computation. +I1014 17:06:54.093386 1250 net.cpp:202] res4b10_branch2b_relu does not need backward computation. +I1014 17:06:54.093392 1250 net.cpp:202] scale4b10_branch2b does not need backward computation. +I1014 17:06:54.093400 1250 net.cpp:202] bn4b10_branch2b does not need backward computation. +I1014 17:06:54.093405 1250 net.cpp:202] res4b10_branch2b does not need backward computation. +I1014 17:06:54.093411 1250 net.cpp:202] res4b10_branch2a_relu does not need backward computation. +I1014 17:06:54.093418 1250 net.cpp:202] scale4b10_branch2a does not need backward computation. +I1014 17:06:54.093425 1250 net.cpp:202] bn4b10_branch2a does not need backward computation. +I1014 17:06:54.093430 1250 net.cpp:202] res4b10_branch2a does not need backward computation. +I1014 17:06:54.093437 1250 net.cpp:202] res4b9_res4b9_relu_0_split does not need backward computation. +I1014 17:06:54.093444 1250 net.cpp:202] res4b9_relu does not need backward computation. +I1014 17:06:54.093449 1250 net.cpp:202] res4b9 does not need backward computation. +I1014 17:06:54.093458 1250 net.cpp:202] scale4b9_branch2c does not need backward computation. +I1014 17:06:54.093464 1250 net.cpp:202] bn4b9_branch2c does not need backward computation. +I1014 17:06:54.093471 1250 net.cpp:202] res4b9_branch2c does not need backward computation. +I1014 17:06:54.093477 1250 net.cpp:202] res4b9_branch2b_relu does not need backward computation. +I1014 17:06:54.093484 1250 net.cpp:202] scale4b9_branch2b does not need backward computation. +I1014 17:06:54.093490 1250 net.cpp:202] bn4b9_branch2b does not need backward computation. +I1014 17:06:54.093497 1250 net.cpp:202] res4b9_branch2b does not need backward computation. +I1014 17:06:54.093503 1250 net.cpp:202] res4b9_branch2a_relu does not need backward computation. +I1014 17:06:54.093508 1250 net.cpp:202] scale4b9_branch2a does not need backward computation. +I1014 17:06:54.093514 1250 net.cpp:202] bn4b9_branch2a does not need backward computation. +I1014 17:06:54.093519 1250 net.cpp:202] res4b9_branch2a does not need backward computation. +I1014 17:06:54.093526 1250 net.cpp:202] res4b8_res4b8_relu_0_split does not need backward computation. +I1014 17:06:54.093533 1250 net.cpp:202] res4b8_relu does not need backward computation. +I1014 17:06:54.093539 1250 net.cpp:202] res4b8 does not need backward computation. +I1014 17:06:54.093549 1250 net.cpp:202] scale4b8_branch2c does not need backward computation. +I1014 17:06:54.093554 1250 net.cpp:202] bn4b8_branch2c does not need backward computation. +I1014 17:06:54.093561 1250 net.cpp:202] res4b8_branch2c does not need backward computation. +I1014 17:06:54.093569 1250 net.cpp:202] res4b8_branch2b_relu does not need backward computation. +I1014 17:06:54.093576 1250 net.cpp:202] scale4b8_branch2b does not need backward computation. +I1014 17:06:54.093582 1250 net.cpp:202] bn4b8_branch2b does not need backward computation. +I1014 17:06:54.093590 1250 net.cpp:202] res4b8_branch2b does not need backward computation. +I1014 17:06:54.093596 1250 net.cpp:202] res4b8_branch2a_relu does not need backward computation. +I1014 17:06:54.093602 1250 net.cpp:202] scale4b8_branch2a does not need backward computation. +I1014 17:06:54.093608 1250 net.cpp:202] bn4b8_branch2a does not need backward computation. +I1014 17:06:54.093616 1250 net.cpp:202] res4b8_branch2a does not need backward computation. +I1014 17:06:54.093621 1250 net.cpp:202] res4b7_res4b7_relu_0_split does not need backward computation. +I1014 17:06:54.093631 1250 net.cpp:202] res4b7_relu does not need backward computation. +I1014 17:06:54.093636 1250 net.cpp:202] res4b7 does not need backward computation. +I1014 17:06:54.093644 1250 net.cpp:202] scale4b7_branch2c does not need backward computation. +I1014 17:06:54.093650 1250 net.cpp:202] bn4b7_branch2c does not need backward computation. +I1014 17:06:54.093657 1250 net.cpp:202] res4b7_branch2c does not need backward computation. +I1014 17:06:54.093665 1250 net.cpp:202] res4b7_branch2b_relu does not need backward computation. +I1014 17:06:54.093672 1250 net.cpp:202] scale4b7_branch2b does not need backward computation. +I1014 17:06:54.093677 1250 net.cpp:202] bn4b7_branch2b does not need backward computation. +I1014 17:06:54.093683 1250 net.cpp:202] res4b7_branch2b does not need backward computation. +I1014 17:06:54.093690 1250 net.cpp:202] res4b7_branch2a_relu does not need backward computation. +I1014 17:06:54.093696 1250 net.cpp:202] scale4b7_branch2a does not need backward computation. +I1014 17:06:54.093700 1250 net.cpp:202] bn4b7_branch2a does not need backward computation. +I1014 17:06:54.093706 1250 net.cpp:202] res4b7_branch2a does not need backward computation. +I1014 17:06:54.093713 1250 net.cpp:202] res4b6_res4b6_relu_0_split does not need backward computation. +I1014 17:06:54.093721 1250 net.cpp:202] res4b6_relu does not need backward computation. +I1014 17:06:54.093727 1250 net.cpp:202] res4b6 does not need backward computation. +I1014 17:06:54.093737 1250 net.cpp:202] scale4b6_branch2c does not need backward computation. +I1014 17:06:54.093744 1250 net.cpp:202] bn4b6_branch2c does not need backward computation. +I1014 17:06:54.093749 1250 net.cpp:202] res4b6_branch2c does not need backward computation. +I1014 17:06:54.093755 1250 net.cpp:202] res4b6_branch2b_relu does not need backward computation. +I1014 17:06:54.093761 1250 net.cpp:202] scale4b6_branch2b does not need backward computation. +I1014 17:06:54.093767 1250 net.cpp:202] bn4b6_branch2b does not need backward computation. +I1014 17:06:54.093775 1250 net.cpp:202] res4b6_branch2b does not need backward computation. +I1014 17:06:54.093783 1250 net.cpp:202] res4b6_branch2a_relu does not need backward computation. +I1014 17:06:54.093791 1250 net.cpp:202] scale4b6_branch2a does not need backward computation. +I1014 17:06:54.093798 1250 net.cpp:202] bn4b6_branch2a does not need backward computation. +I1014 17:06:54.093804 1250 net.cpp:202] res4b6_branch2a does not need backward computation. +I1014 17:06:54.093811 1250 net.cpp:202] res4b5_res4b5_relu_0_split does not need backward computation. +I1014 17:06:54.093816 1250 net.cpp:202] res4b5_relu does not need backward computation. +I1014 17:06:54.093822 1250 net.cpp:202] res4b5 does not need backward computation. +I1014 17:06:54.093830 1250 net.cpp:202] scale4b5_branch2c does not need backward computation. +I1014 17:06:54.093837 1250 net.cpp:202] bn4b5_branch2c does not need backward computation. +I1014 17:06:54.093842 1250 net.cpp:202] res4b5_branch2c does not need backward computation. +I1014 17:06:54.093849 1250 net.cpp:202] res4b5_branch2b_relu does not need backward computation. +I1014 17:06:54.093855 1250 net.cpp:202] scale4b5_branch2b does not need backward computation. +I1014 17:06:54.093861 1250 net.cpp:202] bn4b5_branch2b does not need backward computation. +I1014 17:06:54.093868 1250 net.cpp:202] res4b5_branch2b does not need backward computation. +I1014 17:06:54.093874 1250 net.cpp:202] res4b5_branch2a_relu does not need backward computation. +I1014 17:06:54.093881 1250 net.cpp:202] scale4b5_branch2a does not need backward computation. +I1014 17:06:54.093888 1250 net.cpp:202] bn4b5_branch2a does not need backward computation. +I1014 17:06:54.093894 1250 net.cpp:202] res4b5_branch2a does not need backward computation. +I1014 17:06:54.093899 1250 net.cpp:202] res4b4_res4b4_relu_0_split does not need backward computation. +I1014 17:06:54.093907 1250 net.cpp:202] res4b4_relu does not need backward computation. +I1014 17:06:54.093914 1250 net.cpp:202] res4b4 does not need backward computation. +I1014 17:06:54.093924 1250 net.cpp:202] scale4b4_branch2c does not need backward computation. +I1014 17:06:54.093930 1250 net.cpp:202] bn4b4_branch2c does not need backward computation. +I1014 17:06:54.093935 1250 net.cpp:202] res4b4_branch2c does not need backward computation. +I1014 17:06:54.093942 1250 net.cpp:202] res4b4_branch2b_relu does not need backward computation. +I1014 17:06:54.093948 1250 net.cpp:202] scale4b4_branch2b does not need backward computation. +I1014 17:06:54.093955 1250 net.cpp:202] bn4b4_branch2b does not need backward computation. +I1014 17:06:54.093961 1250 net.cpp:202] res4b4_branch2b does not need backward computation. +I1014 17:06:54.093967 1250 net.cpp:202] res4b4_branch2a_relu does not need backward computation. +I1014 17:06:54.093973 1250 net.cpp:202] scale4b4_branch2a does not need backward computation. +I1014 17:06:54.093979 1250 net.cpp:202] bn4b4_branch2a does not need backward computation. +I1014 17:06:54.093986 1250 net.cpp:202] res4b4_branch2a does not need backward computation. +I1014 17:06:54.093992 1250 net.cpp:202] res4b3_res4b3_relu_0_split does not need backward computation. +I1014 17:06:54.093999 1250 net.cpp:202] res4b3_relu does not need backward computation. +I1014 17:06:54.094004 1250 net.cpp:202] res4b3 does not need backward computation. +I1014 17:06:54.094012 1250 net.cpp:202] scale4b3_branch2c does not need backward computation. +I1014 17:06:54.094019 1250 net.cpp:202] bn4b3_branch2c does not need backward computation. +I1014 17:06:54.094025 1250 net.cpp:202] res4b3_branch2c does not need backward computation. +I1014 17:06:54.094032 1250 net.cpp:202] res4b3_branch2b_relu does not need backward computation. +I1014 17:06:54.094038 1250 net.cpp:202] scale4b3_branch2b does not need backward computation. +I1014 17:06:54.094044 1250 net.cpp:202] bn4b3_branch2b does not need backward computation. +I1014 17:06:54.094050 1250 net.cpp:202] res4b3_branch2b does not need backward computation. +I1014 17:06:54.094058 1250 net.cpp:202] res4b3_branch2a_relu does not need backward computation. +I1014 17:06:54.094063 1250 net.cpp:202] scale4b3_branch2a does not need backward computation. +I1014 17:06:54.094068 1250 net.cpp:202] bn4b3_branch2a does not need backward computation. +I1014 17:06:54.094074 1250 net.cpp:202] res4b3_branch2a does not need backward computation. +I1014 17:06:54.094080 1250 net.cpp:202] res4b2_res4b2_relu_0_split does not need backward computation. +I1014 17:06:54.094089 1250 net.cpp:202] res4b2_relu does not need backward computation. +I1014 17:06:54.094094 1250 net.cpp:202] res4b2 does not need backward computation. +I1014 17:06:54.094102 1250 net.cpp:202] scale4b2_branch2c does not need backward computation. +I1014 17:06:54.094108 1250 net.cpp:202] bn4b2_branch2c does not need backward computation. +I1014 17:06:54.094115 1250 net.cpp:202] res4b2_branch2c does not need backward computation. +I1014 17:06:54.094122 1250 net.cpp:202] res4b2_branch2b_relu does not need backward computation. +I1014 17:06:54.094127 1250 net.cpp:202] scale4b2_branch2b does not need backward computation. +I1014 17:06:54.094133 1250 net.cpp:202] bn4b2_branch2b does not need backward computation. +I1014 17:06:54.094139 1250 net.cpp:202] res4b2_branch2b does not need backward computation. +I1014 17:06:54.094146 1250 net.cpp:202] res4b2_branch2a_relu does not need backward computation. +I1014 17:06:54.094152 1250 net.cpp:202] scale4b2_branch2a does not need backward computation. +I1014 17:06:54.094159 1250 net.cpp:202] bn4b2_branch2a does not need backward computation. +I1014 17:06:54.094166 1250 net.cpp:202] res4b2_branch2a does not need backward computation. +I1014 17:06:54.094173 1250 net.cpp:202] res4b1_res4b1_relu_0_split does not need backward computation. +I1014 17:06:54.094180 1250 net.cpp:202] res4b1_relu does not need backward computation. +I1014 17:06:54.094187 1250 net.cpp:202] res4b1 does not need backward computation. +I1014 17:06:54.094195 1250 net.cpp:202] scale4b1_branch2c does not need backward computation. +I1014 17:06:54.094202 1250 net.cpp:202] bn4b1_branch2c does not need backward computation. +I1014 17:06:54.094213 1250 net.cpp:202] res4b1_branch2c does not need backward computation. +I1014 17:06:54.094220 1250 net.cpp:202] res4b1_branch2b_relu does not need backward computation. +I1014 17:06:54.094228 1250 net.cpp:202] scale4b1_branch2b does not need backward computation. +I1014 17:06:54.094233 1250 net.cpp:202] bn4b1_branch2b does not need backward computation. +I1014 17:06:54.094238 1250 net.cpp:202] res4b1_branch2b does not need backward computation. +I1014 17:06:54.094244 1250 net.cpp:202] res4b1_branch2a_relu does not need backward computation. +I1014 17:06:54.094250 1250 net.cpp:202] scale4b1_branch2a does not need backward computation. +I1014 17:06:54.094256 1250 net.cpp:202] bn4b1_branch2a does not need backward computation. +I1014 17:06:54.094262 1250 net.cpp:202] res4b1_branch2a does not need backward computation. +I1014 17:06:54.094269 1250 net.cpp:202] res4a_res4a_relu_0_split does not need backward computation. +I1014 17:06:54.094279 1250 net.cpp:202] res4a_relu does not need backward computation. +I1014 17:06:54.094283 1250 net.cpp:202] res4a does not need backward computation. +I1014 17:06:54.094293 1250 net.cpp:202] scale4a_branch2c does not need backward computation. +I1014 17:06:54.094301 1250 net.cpp:202] bn4a_branch2c does not need backward computation. +I1014 17:06:54.094310 1250 net.cpp:202] res4a_branch2c does not need backward computation. +I1014 17:06:54.094318 1250 net.cpp:202] res4a_branch2b_relu does not need backward computation. +I1014 17:06:54.094326 1250 net.cpp:202] scale4a_branch2b does not need backward computation. +I1014 17:06:54.094332 1250 net.cpp:202] bn4a_branch2b does not need backward computation. +I1014 17:06:54.094339 1250 net.cpp:202] res4a_branch2b does not need backward computation. +I1014 17:06:54.094346 1250 net.cpp:202] res4a_branch2a_relu does not need backward computation. +I1014 17:06:54.094353 1250 net.cpp:202] scale4a_branch2a does not need backward computation. +I1014 17:06:54.094360 1250 net.cpp:202] bn4a_branch2a does not need backward computation. +I1014 17:06:54.094367 1250 net.cpp:202] res4a_branch2a does not need backward computation. +I1014 17:06:54.094375 1250 net.cpp:202] scale4a_branch1 does not need backward computation. +I1014 17:06:54.094382 1250 net.cpp:202] bn4a_branch1 does not need backward computation. +I1014 17:06:54.094388 1250 net.cpp:202] res4a_branch1 does not need backward computation. +I1014 17:06:54.094396 1250 net.cpp:202] res3b3_res3b3_relu_0_split does not need backward computation. +I1014 17:06:54.094403 1250 net.cpp:202] res3b3_relu does not need backward computation. +I1014 17:06:54.094408 1250 net.cpp:202] res3b3 does not need backward computation. +I1014 17:06:54.094419 1250 net.cpp:202] scale3b3_branch2c does not need backward computation. +I1014 17:06:54.094425 1250 net.cpp:202] bn3b3_branch2c does not need backward computation. +I1014 17:06:54.094432 1250 net.cpp:202] res3b3_branch2c does not need backward computation. +I1014 17:06:54.094439 1250 net.cpp:202] res3b3_branch2b_relu does not need backward computation. +I1014 17:06:54.094444 1250 net.cpp:202] scale3b3_branch2b does not need backward computation. +I1014 17:06:54.094451 1250 net.cpp:202] bn3b3_branch2b does not need backward computation. +I1014 17:06:54.094458 1250 net.cpp:202] res3b3_branch2b does not need backward computation. +I1014 17:06:54.094465 1250 net.cpp:202] res3b3_branch2a_relu does not need backward computation. +I1014 17:06:54.094470 1250 net.cpp:202] scale3b3_branch2a does not need backward computation. +I1014 17:06:54.094477 1250 net.cpp:202] bn3b3_branch2a does not need backward computation. +I1014 17:06:54.094483 1250 net.cpp:202] res3b3_branch2a does not need backward computation. +I1014 17:06:54.094491 1250 net.cpp:202] res3b2_res3b2_relu_0_split does not need backward computation. +I1014 17:06:54.094498 1250 net.cpp:202] res3b2_relu does not need backward computation. +I1014 17:06:54.094504 1250 net.cpp:202] res3b2 does not need backward computation. +I1014 17:06:54.094511 1250 net.cpp:202] scale3b2_branch2c does not need backward computation. +I1014 17:06:54.094521 1250 net.cpp:202] bn3b2_branch2c does not need backward computation. +I1014 17:06:54.094527 1250 net.cpp:202] res3b2_branch2c does not need backward computation. +I1014 17:06:54.094534 1250 net.cpp:202] res3b2_branch2b_relu does not need backward computation. +I1014 17:06:54.094542 1250 net.cpp:202] scale3b2_branch2b does not need backward computation. +I1014 17:06:54.094547 1250 net.cpp:202] bn3b2_branch2b does not need backward computation. +I1014 17:06:54.094553 1250 net.cpp:202] res3b2_branch2b does not need backward computation. +I1014 17:06:54.094560 1250 net.cpp:202] res3b2_branch2a_relu does not need backward computation. +I1014 17:06:54.094568 1250 net.cpp:202] scale3b2_branch2a does not need backward computation. +I1014 17:06:54.094573 1250 net.cpp:202] bn3b2_branch2a does not need backward computation. +I1014 17:06:54.094579 1250 net.cpp:202] res3b2_branch2a does not need backward computation. +I1014 17:06:54.094585 1250 net.cpp:202] res3b1_res3b1_relu_0_split does not need backward computation. +I1014 17:06:54.094591 1250 net.cpp:202] res3b1_relu does not need backward computation. +I1014 17:06:54.094599 1250 net.cpp:202] res3b1 does not need backward computation. +I1014 17:06:54.094607 1250 net.cpp:202] scale3b1_branch2c does not need backward computation. +I1014 17:06:54.094614 1250 net.cpp:202] bn3b1_branch2c does not need backward computation. +I1014 17:06:54.094619 1250 net.cpp:202] res3b1_branch2c does not need backward computation. +I1014 17:06:54.094626 1250 net.cpp:202] res3b1_branch2b_relu does not need backward computation. +I1014 17:06:54.094632 1250 net.cpp:202] scale3b1_branch2b does not need backward computation. +I1014 17:06:54.094637 1250 net.cpp:202] bn3b1_branch2b does not need backward computation. +I1014 17:06:54.094647 1250 net.cpp:202] res3b1_branch2b does not need backward computation. +I1014 17:06:54.094655 1250 net.cpp:202] res3b1_branch2a_relu does not need backward computation. +I1014 17:06:54.094662 1250 net.cpp:202] scale3b1_branch2a does not need backward computation. +I1014 17:06:54.094667 1250 net.cpp:202] bn3b1_branch2a does not need backward computation. +I1014 17:06:54.094676 1250 net.cpp:202] res3b1_branch2a does not need backward computation. +I1014 17:06:54.094682 1250 net.cpp:202] res3a_res3a_relu_0_split does not need backward computation. +I1014 17:06:54.094688 1250 net.cpp:202] res3a_relu does not need backward computation. +I1014 17:06:54.094694 1250 net.cpp:202] res3a does not need backward computation. +I1014 17:06:54.094703 1250 net.cpp:202] scale3a_branch2c does not need backward computation. +I1014 17:06:54.094709 1250 net.cpp:202] bn3a_branch2c does not need backward computation. +I1014 17:06:54.094717 1250 net.cpp:202] res3a_branch2c does not need backward computation. +I1014 17:06:54.094724 1250 net.cpp:202] res3a_branch2b_relu does not need backward computation. +I1014 17:06:54.094730 1250 net.cpp:202] scale3a_branch2b does not need backward computation. +I1014 17:06:54.094738 1250 net.cpp:202] bn3a_branch2b does not need backward computation. +I1014 17:06:54.094743 1250 net.cpp:202] res3a_branch2b does not need backward computation. +I1014 17:06:54.094748 1250 net.cpp:202] res3a_branch2a_relu does not need backward computation. +I1014 17:06:54.094756 1250 net.cpp:202] scale3a_branch2a does not need backward computation. +I1014 17:06:54.094761 1250 net.cpp:202] bn3a_branch2a does not need backward computation. +I1014 17:06:54.094769 1250 net.cpp:202] res3a_branch2a does not need backward computation. +I1014 17:06:54.094774 1250 net.cpp:202] scale3a_branch1 does not need backward computation. +I1014 17:06:54.094780 1250 net.cpp:202] bn3a_branch1 does not need backward computation. +I1014 17:06:54.094786 1250 net.cpp:202] res3a_branch1 does not need backward computation. +I1014 17:06:54.094794 1250 net.cpp:202] res2c_res2c_relu_0_split does not need backward computation. +I1014 17:06:54.094799 1250 net.cpp:202] res2c_relu does not need backward computation. +I1014 17:06:54.094806 1250 net.cpp:202] res2c does not need backward computation. +I1014 17:06:54.094815 1250 net.cpp:202] scale2c_branch2c does not need backward computation. +I1014 17:06:54.094821 1250 net.cpp:202] bn2c_branch2c does not need backward computation. +I1014 17:06:54.094830 1250 net.cpp:202] res2c_branch2c does not need backward computation. +I1014 17:06:54.094835 1250 net.cpp:202] res2c_branch2b_relu does not need backward computation. +I1014 17:06:54.094841 1250 net.cpp:202] scale2c_branch2b does not need backward computation. +I1014 17:06:54.094849 1250 net.cpp:202] bn2c_branch2b does not need backward computation. +I1014 17:06:54.094856 1250 net.cpp:202] res2c_branch2b does not need backward computation. +I1014 17:06:54.094861 1250 net.cpp:202] res2c_branch2a_relu does not need backward computation. +I1014 17:06:54.094867 1250 net.cpp:202] scale2c_branch2a does not need backward computation. +I1014 17:06:54.094872 1250 net.cpp:202] bn2c_branch2a does not need backward computation. +I1014 17:06:54.094879 1250 net.cpp:202] res2c_branch2a does not need backward computation. +I1014 17:06:54.094885 1250 net.cpp:202] res2b_res2b_relu_0_split does not need backward computation. +I1014 17:06:54.094893 1250 net.cpp:202] res2b_relu does not need backward computation. +I1014 17:06:54.094897 1250 net.cpp:202] res2b does not need backward computation. +I1014 17:06:54.094904 1250 net.cpp:202] scale2b_branch2c does not need backward computation. +I1014 17:06:54.094911 1250 net.cpp:202] bn2b_branch2c does not need backward computation. +I1014 17:06:54.094924 1250 net.cpp:202] res2b_branch2c does not need backward computation. +I1014 17:06:54.094931 1250 net.cpp:202] res2b_branch2b_relu does not need backward computation. +I1014 17:06:54.094938 1250 net.cpp:202] scale2b_branch2b does not need backward computation. +I1014 17:06:54.094945 1250 net.cpp:202] bn2b_branch2b does not need backward computation. +I1014 17:06:54.094951 1250 net.cpp:202] res2b_branch2b does not need backward computation. +I1014 17:06:54.094957 1250 net.cpp:202] res2b_branch2a_relu does not need backward computation. +I1014 17:06:54.094964 1250 net.cpp:202] scale2b_branch2a does not need backward computation. +I1014 17:06:54.094970 1250 net.cpp:202] bn2b_branch2a does not need backward computation. +I1014 17:06:54.094977 1250 net.cpp:202] res2b_branch2a does not need backward computation. +I1014 17:06:54.094983 1250 net.cpp:202] res2a_res2a_relu_0_split does not need backward computation. +I1014 17:06:54.094990 1250 net.cpp:202] res2a_relu does not need backward computation. +I1014 17:06:54.094993 1250 net.cpp:202] res2a does not need backward computation. +I1014 17:06:54.095000 1250 net.cpp:202] scale2a_branch2c does not need backward computation. +I1014 17:06:54.095007 1250 net.cpp:202] bn2a_branch2c does not need backward computation. +I1014 17:06:54.095013 1250 net.cpp:202] res2a_branch2c does not need backward computation. +I1014 17:06:54.095018 1250 net.cpp:202] res2a_branch2b_relu does not need backward computation. +I1014 17:06:54.095023 1250 net.cpp:202] scale2a_branch2b does not need backward computation. +I1014 17:06:54.095029 1250 net.cpp:202] bn2a_branch2b does not need backward computation. +I1014 17:06:54.095036 1250 net.cpp:202] res2a_branch2b does not need backward computation. +I1014 17:06:54.095041 1250 net.cpp:202] res2a_branch2a_relu does not need backward computation. +I1014 17:06:54.095048 1250 net.cpp:202] scale2a_branch2a does not need backward computation. +I1014 17:06:54.095054 1250 net.cpp:202] bn2a_branch2a does not need backward computation. +I1014 17:06:54.095059 1250 net.cpp:202] res2a_branch2a does not need backward computation. +I1014 17:06:54.095067 1250 net.cpp:202] scale2a_branch1 does not need backward computation. +I1014 17:06:54.095072 1250 net.cpp:202] bn2a_branch1 does not need backward computation. +I1014 17:06:54.095077 1250 net.cpp:202] res2a_branch1 does not need backward computation. +I1014 17:06:54.095084 1250 net.cpp:202] pool1_pool1_0_split does not need backward computation. +I1014 17:06:54.095090 1250 net.cpp:202] pool1 does not need backward computation. +I1014 17:06:54.095101 1250 net.cpp:202] conv1_relu does not need backward computation. +I1014 17:06:54.095106 1250 net.cpp:202] scale_conv1 does not need backward computation. +I1014 17:06:54.095110 1250 net.cpp:202] bn_conv1 does not need backward computation. +I1014 17:06:54.095115 1250 net.cpp:202] conv1 does not need backward computation. +I1014 17:06:54.095122 1250 net.cpp:202] input does not need backward computation. +I1014 17:06:54.095127 1250 net.cpp:244] This network produces output attr_prob +I1014 17:06:54.095135 1250 net.cpp:244] This network produces output bbox_pred +I1014 17:06:54.095141 1250 net.cpp:244] This network produces output cls_prob +I1014 17:06:54.095531 1250 net.cpp:257] Network initialization done. +I1014 17:06:57.427153 1250 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: data/faster_rcnn_models/resnet101_faster_rcnn_final.caffemodel +I1014 17:06:57.427304 1250 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params. +I1014 17:06:57.427320 1250 net.cpp:746] Ignoring source layer input-data +I1014 17:06:57.427322 1250 net.cpp:746] Ignoring source layer data_input-data_0_split +I1014 17:06:57.427326 1250 net.cpp:746] Ignoring source layer im_info_input-data_1_split +I1014 17:06:57.427330 1250 net.cpp:746] Ignoring source layer gt_boxes_input-data_2_split +I1014 17:06:57.470785 1250 net.cpp:746] Ignoring source layer rpn_cls_score_rpn_cls_score_0_split +I1014 17:06:57.470849 1250 net.cpp:746] Ignoring source layer rpn_bbox_pred_rpn_bbox_pred_0_split +I1014 17:06:57.470855 1250 net.cpp:746] Ignoring source layer rpn_cls_score_reshape_rpn_cls_score_reshape_0_split +I1014 17:06:57.470860 1250 net.cpp:746] Ignoring source layer rpn-data +I1014 17:06:57.470863 1250 net.cpp:746] Ignoring source layer rpn_loss_cls +I1014 17:06:57.470867 1250 net.cpp:746] Ignoring source layer rpn_loss_bbox +I1014 17:06:57.470875 1250 net.cpp:746] Ignoring source layer roi-data +I1014 17:06:57.470878 1250 net.cpp:746] Ignoring source layer rois_roi-data_0_split +I1014 17:06:57.470882 1250 net.cpp:746] Ignoring source layer labels_roi-data_1_split +I1014 17:06:57.490509 1250 net.cpp:746] Ignoring source layer foreground_pool5 +I1014 17:06:57.508080 1250 net.cpp:746] Ignoring source layer foreground_labels +I1014 17:06:57.508399 1250 net.cpp:746] Ignoring source layer concat_pool5_concat_pool5_0_split +I1014 17:06:57.509405 1250 net.cpp:746] Ignoring source layer loss_cls +I1014 17:06:57.509413 1250 net.cpp:746] Ignoring source layer loss_bbox +I1014 17:06:57.509416 1250 net.cpp:746] Ignoring source layer loss_attr +I1014 17:06:57.509420 1250 net.cpp:746] Ignoring source layer foreground_rois +I1014 17:06:57.509424 1250 net.cpp:746] Ignoring source layer silence +I1014 17:06:57.509428 1250 net.cpp:746] Ignoring source layer heatmap +I1014 17:06:57.509431 1250 net.cpp:746] Ignoring source layer heatmap_conv1 +I1014 17:06:57.509434 1250 net.cpp:746] Ignoring source layer heatmap_relu1 +I1014 17:06:57.509438 1250 net.cpp:746] Ignoring source layer heatmap_conv2 +I1014 17:06:57.509441 1250 net.cpp:746] Ignoring source layer heatmap_relu2 +I1014 17:06:57.509445 1250 net.cpp:746] Ignoring source layer heatmap_pool1 +I1014 17:06:57.509449 1250 net.cpp:746] Ignoring source layer heatmap_conv3 +I1014 17:06:57.509451 1250 net.cpp:746] Ignoring source layer heatmap_relu3 +I1014 17:06:57.509455 1250 net.cpp:746] Ignoring source layer heatmap_embedding +I1014 17:06:57.509459 1250 net.cpp:746] Ignoring source layer heatmap_scale +I1014 17:06:57.509461 1250 net.cpp:746] Ignoring source layer concat_rel +I1014 17:06:57.509465 1250 net.cpp:746] Ignoring source layer fc_rel1 +I1014 17:06:57.509469 1250 net.cpp:746] Ignoring source layer relu_rel +I1014 17:06:57.509471 1250 net.cpp:746] Ignoring source layer drop5 +I1014 17:06:57.509475 1250 net.cpp:746] Ignoring source layer fc_rel1_drop5_0_split +I1014 17:06:57.509479 1250 net.cpp:746] Ignoring source layer fc_subject +I1014 17:06:57.509482 1250 net.cpp:746] Ignoring source layer fc_object +I1014 17:06:57.509496 1250 net.cpp:746] Ignoring source layer tiled_subject +I1014 17:06:57.509500 1250 net.cpp:746] Ignoring source layer subject +I1014 17:06:57.509503 1250 net.cpp:746] Ignoring source layer object +I1014 17:06:57.509506 1250 net.cpp:746] Ignoring source layer relation +I1014 17:06:57.509510 1250 net.cpp:746] Ignoring source layer relu6 +I1014 17:06:57.509513 1250 net.cpp:746] Ignoring source layer drop6 +I1014 17:06:57.509516 1250 net.cpp:746] Ignoring source layer rel_merge +I1014 17:06:57.509519 1250 net.cpp:746] Ignoring source layer relu7 +I1014 17:06:57.509523 1250 net.cpp:746] Ignoring source layer rel_score +I1014 17:06:57.509526 1250 net.cpp:746] Ignoring source layer loss_rel +imagenet_train + at 0x7fc4f0720aa0> +imagenet_val + at 0x7fc4f0720b18> +Called with args: +Namespace(caffemodel='data/faster_rcnn_models/resnet101_faster_rcnn_final.caffemodel', cfg_file='experiments/cfgs/faster_rcnn_end2end_resnet.yml', comp_mode=False, gpu_id=0, imdb_name='vg_1600-400-20_val', max_per_image=400, prototxt='models/vg/ResNet-101/faster_rcnn_end2end_final/test.prototxt', rpn_file=None, set_cfgs=None, vis=False, wait=True) +Using config: +{'DATA_DIR': '/data/home/peter/py-faster-rcnn-genome/data', + 'DEDUP_BOXES': 0.0625, + 'EPS': 1e-14, + 'EXP_DIR': 'faster_rcnn_resnet', + 'GPU_ID': 0, + 'MATLAB': 'matlab', + 'MODELS_DIR': '/data/home/peter/py-faster-rcnn-genome/models/pascal_voc', + 'PIXEL_MEANS': array([[[ 102.9801, 115.9465, 122.7717]]]), + 'RNG_SEED': 3, + 'ROOT_DIR': '/data/home/peter/py-faster-rcnn-genome', + 'TEST': {'AGNOSTIC': False, + 'BBOX_REG': True, + 'HAS_ATTRIBUTES': True, + 'HAS_RELATIONS': False, + 'HAS_RPN': True, + 'MAX_SIZE': 1000, + 'NMS': 0.3, + 'PROPOSAL_METHOD': 'selective_search', + 'RPN_MIN_SIZE': 16, + 'RPN_NMS_THRESH': 0.7, + 'RPN_POST_NMS_TOP_N': 300, + 'RPN_PRE_NMS_TOP_N': 6000, + 'SCALES': [600], + 'SOFT_NMS': 0, + 'SVM': False}, + 'TRAIN': {'AGNOSTIC': False, + 'ASPECT_GROUPING': True, + 'BATCH_SIZE': 64, + 'BBOX_INSIDE_WEIGHTS': [1.0, 1.0, 1.0, 1.0], + 'BBOX_NORMALIZE_MEANS': [0.0, 0.0, 0.0, 0.0], + 'BBOX_NORMALIZE_STDS': [0.1, 0.1, 0.2, 0.2], + 'BBOX_NORMALIZE_TARGETS': True, + 'BBOX_NORMALIZE_TARGETS_PRECOMPUTED': True, + 'BBOX_REG': True, + 'BBOX_THRESH': 0.5, + 'BG_THRESH_HI': 0.5, + 'BG_THRESH_LO': 0.0, + 'FG_FRACTION': 0.5, + 'FG_THRESH': 0.5, + 'HAS_ATTRIBUTES': True, + 'HAS_RELATIONS': False, + 'HAS_RPN': True, + 'IMS_PER_BATCH': 1, + 'MAX_SIZE': 1000, + 'MIN_RELATION_FRACTION': 0.25, + 'PROPOSAL_METHOD': 'gt', + 'RPN_BATCHSIZE': 64, + 'RPN_BBOX_INSIDE_WEIGHTS': [1.0, 1.0, 1.0, 1.0], + 'RPN_CLOBBER_POSITIVES': False, + 'RPN_FG_FRACTION': 0.5, + 'RPN_MIN_SIZE': 16, + 'RPN_NEGATIVE_OVERLAP': 0.3, + 'RPN_NMS_THRESH': 0.7, + 'RPN_NORMALIZE_MEANS': [0.0, 0.0, 0.0, 0.0], + 'RPN_NORMALIZE_STDS': [0.1, 0.1, 0.2, 0.2], + 'RPN_NORMALIZE_TARGETS': False, + 'RPN_POSITIVE_OVERLAP': 0.7, + 'RPN_POSITIVE_WEIGHT': -1.0, + 'RPN_POST_NMS_TOP_N': 2000, + 'RPN_PRE_NMS_TOP_N': 12000, + 'SCALES': [600], + 'SNAPSHOT_INFIX': '', + 'SNAPSHOT_ITERS': 10000, + 'USE_FLIPPED': True, + 'USE_PREFETCH': False}, + 'USE_GPU_NMS': False} +im_detect: 1/4945 5.593s 0.276s +im_detect: 2/4945 3.114s 0.275s +im_detect: 3/4945 2.867s 0.319s +im_detect: 4/4945 2.259s 0.293s +im_detect: 5/4945 1.926s 0.315s +im_detect: 6/4945 1.705s 0.321s +im_detect: 7/4945 1.532s 0.315s +im_detect: 8/4945 1.409s 0.311s +im_detect: 9/4945 1.315s 0.311s +im_detect: 10/4945 1.221s 0.297s +im_detect: 11/4945 1.188s 0.314s +im_detect: 12/4945 1.144s 0.323s +im_detect: 13/4945 1.104s 0.324s +im_detect: 14/4945 1.082s 0.313s +im_detect: 15/4945 1.041s 0.311s +im_detect: 16/4945 1.017s 0.316s +im_detect: 17/4945 0.981s 0.310s +im_detect: 18/4945 0.950s 0.304s +im_detect: 19/4945 0.938s 0.315s +im_detect: 20/4945 0.925s 0.318s +im_detect: 21/4945 0.909s 0.319s +im_detect: 22/4945 0.900s 0.326s +im_detect: 23/4945 0.888s 0.327s +im_detect: 24/4945 0.866s 0.319s +im_detect: 25/4945 0.845s 0.313s +im_detect: 26/4945 0.834s 0.316s +im_detect: 27/4945 0.829s 0.321s +im_detect: 28/4945 0.814s 0.318s +im_detect: 29/4945 0.802s 0.315s +im_detect: 30/4945 0.792s 0.313s +im_detect: 31/4945 0.781s 0.311s +im_detect: 32/4945 0.766s 0.306s +im_detect: 33/4945 0.762s 0.307s +im_detect: 34/4945 0.756s 0.306s +im_detect: 35/4945 0.755s 0.311s +im_detect: 36/4945 0.748s 0.310s +im_detect: 37/4945 0.747s 0.313s +im_detect: 38/4945 0.744s 0.314s +im_detect: 39/4945 0.740s 0.314s +im_detect: 40/4945 0.735s 0.315s +im_detect: 41/4945 0.730s 0.315s +im_detect: 42/4945 0.723s 0.313s +im_detect: 43/4945 0.716s 0.310s +im_detect: 44/4945 0.717s 0.315s +im_detect: 45/4945 0.714s 0.316s +im_detect: 46/4945 0.706s 0.312s +im_detect: 47/4945 0.699s 0.309s +im_detect: 48/4945 0.693s 0.306s +im_detect: 49/4945 0.689s 0.306s +im_detect: 50/4945 0.685s 0.304s +im_detect: 51/4945 0.681s 0.303s +im_detect: 52/4945 0.681s 0.306s +im_detect: 53/4945 0.678s 0.305s +im_detect: 54/4945 0.676s 0.304s +im_detect: 55/4945 0.672s 0.302s +im_detect: 56/4945 0.669s 0.301s +im_detect: 57/4945 0.666s 0.301s +im_detect: 58/4945 0.662s 0.299s +im_detect: 59/4945 0.662s 0.301s +im_detect: 60/4945 0.661s 0.302s +im_detect: 61/4945 0.662s 0.304s +im_detect: 62/4945 0.661s 0.305s +im_detect: 63/4945 0.658s 0.303s +im_detect: 64/4945 0.655s 0.302s +im_detect: 65/4945 0.650s 0.299s +im_detect: 66/4945 0.647s 0.298s +im_detect: 67/4945 0.643s 0.296s +im_detect: 68/4945 0.642s 0.296s +im_detect: 69/4945 0.638s 0.294s +im_detect: 70/4945 0.636s 0.293s +im_detect: 71/4945 0.635s 0.295s +im_detect: 72/4945 0.630s 0.292s +im_detect: 73/4945 0.625s 0.290s +im_detect: 74/4945 0.624s 0.289s +im_detect: 75/4945 0.638s 0.289s +im_detect: 76/4945 0.635s 0.287s +im_detect: 77/4945 0.633s 0.287s +im_detect: 78/4945 0.630s 0.286s +im_detect: 79/4945 0.628s 0.284s +im_detect: 80/4945 0.625s 0.283s +im_detect: 81/4945 0.623s 0.282s +im_detect: 82/4945 0.621s 0.282s +im_detect: 83/4945 0.620s 0.283s +im_detect: 84/4945 0.616s 0.281s +im_detect: 85/4945 0.615s 0.282s +im_detect: 86/4945 0.616s 0.284s +im_detect: 87/4945 0.615s 0.283s +im_detect: 88/4945 0.613s 0.282s +im_detect: 89/4945 0.611s 0.281s +im_detect: 90/4945 0.610s 0.281s +im_detect: 91/4945 0.611s 0.282s +im_detect: 92/4945 0.612s 0.284s +im_detect: 93/4945 0.612s 0.285s +im_detect: 94/4945 0.610s 0.284s +im_detect: 95/4945 0.611s 0.286s +im_detect: 96/4945 0.613s 0.290s +im_detect: 97/4945 0.614s 0.292s +im_detect: 98/4945 0.613s 0.292s +im_detect: 99/4945 0.612s 0.292s +im_detect: 100/4945 0.611s 0.291s +im_detect: 101/4945 0.610s 0.291s +im_detect: 102/4945 0.611s 0.293s +im_detect: 103/4945 0.612s 0.294s +im_detect: 104/4945 0.611s 0.294s +im_detect: 105/4945 0.609s 0.293s +im_detect: 106/4945 0.608s 0.293s +im_detect: 107/4945 0.608s 0.293s +im_detect: 108/4945 0.608s 0.294s +im_detect: 109/4945 0.609s 0.296s +im_detect: 110/4945 0.611s 0.298s +im_detect: 111/4945 0.609s 0.297s +im_detect: 112/4945 0.610s 0.299s +im_detect: 113/4945 0.608s 0.298s +im_detect: 114/4945 0.609s 0.299s +im_detect: 115/4945 0.607s 0.298s +im_detect: 116/4945 0.607s 0.298s +im_detect: 117/4945 0.608s 0.300s +im_detect: 118/4945 0.607s 0.299s +im_detect: 119/4945 0.605s 0.299s +im_detect: 120/4945 0.606s 0.299s +im_detect: 121/4945 0.607s 0.300s +im_detect: 122/4945 0.606s 0.300s +im_detect: 123/4945 0.606s 0.300s +im_detect: 124/4945 0.604s 0.298s +im_detect: 125/4945 0.603s 0.298s +im_detect: 126/4945 0.602s 0.298s +im_detect: 127/4945 0.600s 0.297s +im_detect: 128/4945 0.601s 0.298s +im_detect: 129/4945 0.600s 0.297s +im_detect: 130/4945 0.599s 0.297s +im_detect: 131/4945 0.599s 0.297s +im_detect: 132/4945 0.599s 0.297s +im_detect: 133/4945 0.598s 0.297s +im_detect: 134/4945 0.597s 0.297s +im_detect: 135/4945 0.598s 0.297s +im_detect: 136/4945 0.597s 0.297s +im_detect: 137/4945 0.598s 0.299s +im_detect: 138/4945 0.597s 0.298s +im_detect: 139/4945 0.597s 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0.306s +im_detect: 4880/4945 0.548s 0.306s +im_detect: 4881/4945 0.548s 0.306s +im_detect: 4882/4945 0.549s 0.306s +im_detect: 4883/4945 0.549s 0.306s +im_detect: 4884/4945 0.549s 0.306s +im_detect: 4885/4945 0.549s 0.306s +im_detect: 4886/4945 0.549s 0.306s +im_detect: 4887/4945 0.548s 0.306s +im_detect: 4888/4945 0.549s 0.306s +im_detect: 4889/4945 0.548s 0.306s +im_detect: 4890/4945 0.548s 0.306s +im_detect: 4891/4945 0.548s 0.306s +im_detect: 4892/4945 0.548s 0.306s +im_detect: 4893/4945 0.548s 0.306s +im_detect: 4894/4945 0.548s 0.306s +im_detect: 4895/4945 0.548s 0.306s +im_detect: 4896/4945 0.549s 0.306s +im_detect: 4897/4945 0.549s 0.306s +im_detect: 4898/4945 0.548s 0.306s +im_detect: 4899/4945 0.548s 0.306s +im_detect: 4900/4945 0.548s 0.306s +im_detect: 4901/4945 0.548s 0.306s +im_detect: 4902/4945 0.548s 0.306s +im_detect: 4903/4945 0.548s 0.306s +im_detect: 4904/4945 0.548s 0.306s +im_detect: 4905/4945 0.548s 0.306s +im_detect: 4906/4945 0.548s 0.306s +im_detect: 4907/4945 0.548s 0.306s +im_detect: 4908/4945 0.548s 0.306s +im_detect: 4909/4945 0.549s 0.306s +im_detect: 4910/4945 0.548s 0.306s +im_detect: 4911/4945 0.549s 0.306s +im_detect: 4912/4945 0.549s 0.306s +im_detect: 4913/4945 0.549s 0.306s +im_detect: 4914/4945 0.549s 0.306s +im_detect: 4915/4945 0.549s 0.307s +im_detect: 4916/4945 0.549s 0.307s +im_detect: 4917/4945 0.549s 0.307s +im_detect: 4918/4945 0.549s 0.307s +im_detect: 4919/4945 0.549s 0.307s +im_detect: 4920/4945 0.549s 0.307s +im_detect: 4921/4945 0.549s 0.307s +im_detect: 4922/4945 0.549s 0.307s +im_detect: 4923/4945 0.549s 0.307s +im_detect: 4924/4945 0.549s 0.307s +im_detect: 4925/4945 0.549s 0.307s +im_detect: 4926/4945 0.549s 0.307s +im_detect: 4927/4945 0.549s 0.307s +im_detect: 4928/4945 0.549s 0.307s +im_detect: 4929/4945 0.549s 0.307s +im_detect: 4930/4945 0.549s 0.307s +im_detect: 4931/4945 0.549s 0.307s +im_detect: 4932/4945 0.549s 0.307s +im_detect: 4933/4945 0.549s 0.307s +im_detect: 4934/4945 0.549s 0.307s +im_detect: 4935/4945 0.549s 0.307s +im_detect: 4936/4945 0.549s 0.307s +im_detect: 4937/4945 0.549s 0.307s +im_detect: 4938/4945 0.549s 0.307s +im_detect: 4939/4945 0.549s 0.307s +im_detect: 4940/4945 0.549s 0.307s +im_detect: 4941/4945 0.549s 0.307s +im_detect: 4942/4945 0.549s 0.307s +im_detect: 4943/4945 0.549s 0.307s +im_detect: 4944/4945 0.549s 0.307s +im_detect: 4945/4945 0.549s 0.307s +Evaluating detections +Writing "yolk" vg results file +Writing "goal" vg results file +Writing "bathroom" vg results file +Writing "macaroni" vg results file +Writing "umpire" vg results file +Writing "toothpick" vg results file +Writing "alarm clock" vg results file +Writing "ceiling fan" vg results file +Writing "photos" vg results file +Writing "parrot" vg results file +Writing "tail fin" vg results file +Writing "birthday cake" vg results file +Writing "calculator" vg results file +Writing "catcher" vg results file +Writing "toilet" vg results file +Writing "batter" vg results file +Writing "stop sign" vg results file +Writing "cone" vg results file +Writing "microwave" vg results file +Writing "skateboard ramp" vg results file +Writing "tea" vg results file +Writing "dugout" vg results file +Writing "products" vg results file +Writing "halter" vg results file +Writing "kettle" vg results file +Writing "kitchen" vg results file +Writing "refrigerator" vg results file +Writing "ostrich" vg results file +Writing "bathtub" vg results file +Writing "blinds" vg results file +Writing "court" vg results file +Writing "urinal" vg results file +Writing "knee pads" vg results file +Writing "bed" vg results file +Writing "flamingo" vg results file +Writing "giraffe" vg results file +Writing "helmet" vg results file +Writing "giraffes" vg results file +Writing "tennis court" vg results file +Writing "motorcycle" vg results file +Writing "laptop" vg results file +Writing "tea pot" vg results file +Writing "horse" vg results file +Writing "television" vg results file +Writing "shorts" vg results file +Writing "manhole" vg results file +Writing "dishwasher" vg results file +Writing "jeans" vg results file +Writing "sail" vg results file +Writing "monitor" vg results file +Writing "man" vg results file +Writing "shirt" vg results file +Writing "car" vg results file +Writing "cat" vg results file +Writing "garage door" vg results file +Writing "bus" vg results file +Writing "radiator" vg results file +Writing "tights" vg results file +Writing "sailboat" vg results file +Writing "racket" vg results file +Writing "plate" vg results file +Writing "rock wall" vg results file +Writing "beach" vg results file +Writing "trolley" vg results file +Writing "ocean" vg results file +Writing "headboard" vg results file +Writing "tea kettle" vg results file +Writing "wetsuit" vg results file +Writing "tennis racket" vg results file +Writing "sink" vg results file +Writing "train" vg results file +Writing "keyboard" vg results file +Writing "sky" vg results file +Writing "match" vg results file +Writing "train station" vg results file +Writing "stereo" vg results file +Writing "bats" vg results file +Writing "tennis player" vg results file +Writing "toilet brush" vg results file +Writing "lighter" vg results file +Writing "pepper shaker" vg results file +Writing "gazebo" vg results file +Writing "hair dryer" vg results file +Writing "elephant" vg results file +Writing "toilet seat" vg results file +Writing "zebra" vg results file +Writing "skateboard" vg results file +Writing "zebras" vg results file +Writing "floor lamp" vg results file +Writing "french fries" vg results file +Writing "woman" vg results file +Writing "player" vg results file +Writing "tower" vg results file +Writing "bicycle" vg results file +Writing "magazines" vg results file +Writing "christmas tree" vg results file +Writing "umbrella" vg results file +Writing "cow" vg results file +Writing "pants" vg results file +Writing "bike" vg results file +Writing "field" vg results file +Writing "living room" vg results file +Writing "latch" vg results file +Writing "bedroom" vg results file +Writing "grape" vg results file +Writing "castle" vg results file +Writing "table" vg results file +Writing "swan" vg results file +Writing "blender" vg results file +Writing "orange" vg results file +Writing "teddy bear" vg results file +Writing "net" vg results file +Writing "meter" vg results file +Writing "baseball field" vg results file +Writing "runway" vg results file +Writing "screen" vg results file +Writing "ski boot" vg results file +Writing "dog" vg results file +Writing "clock" vg results file +Writing "hair" vg results file +Writing "avocado" vg results file +Writing "highway" vg results file +Writing "skirt" vg results file +Writing "frisbee" vg results file +Writing "parasail" vg results file +Writing "desk" vg results file +Writing "pizza" vg results file +Writing "mouse" vg results file +Writing "sign" vg results file +Writing "shower curtain" vg results file +Writing "polar bear" vg results file +Writing "airplane" vg results file +Writing "jersey" vg results file +Writing "reigns" vg results file +Writing "hot dog" vg results file +Writing "surfboard" vg results file +Writing "couch" vg results file +Writing "glass" vg results file +Writing "snowboard" vg results file +Writing "girl" vg results file +Writing "plane" vg results file +Writing "elephants" vg results file +Writing "oven" vg results file +Writing "dirt bike" vg results file +Writing "tail wing" vg results file +Writing "area rug" vg results file +Writing "bear" vg results file +Writing "washer" vg results file +Writing "date" vg results file +Writing "bow tie" vg results file +Writing "cows" vg results file +Writing "fire extinguisher" vg results file +Writing "bamboo" vg results file +Writing "wallet" vg results file +Writing "tail feathers" vg results file +Writing "truck" vg results file +Writing "beach chair" vg results file +Writing "boat" vg results file +Writing "tablet" vg results file +Writing "ceiling" vg results file +Writing "chandelier" vg results file +Writing "sheep" vg results file +Writing "glasses" vg results file +Writing "ram" vg results file +Writing "kite" vg results file +Writing "salad" vg results file +Writing "pillow" vg results file +Writing "fire hydrant" vg results file +Writing "mug" vg results file +Writing "tarmac" vg results file +Writing "computer" vg results file +Writing "swimsuit" vg results file +Writing "tomato" vg results file +Writing "tire" vg results file +Writing "cauliflower" vg results file +Writing "fireplace" vg results file +Writing "snow" vg results file +Writing "building" vg results file +Writing "sandwich" vg results file +Writing "weather vane" vg results file +Writing "bird" vg results file +Writing "jacket" vg results file +Writing "chair" vg results file +Writing "water" vg results file +Writing "cats" vg results file +Writing "soccer ball" vg results file +Writing "horses" vg results file +Writing "drapes" vg results file +Writing "barn" vg results file +Writing "engine" vg results file +Writing "cake" vg results file +Writing "head" vg results file +Writing "head band" vg results file +Writing "skier" vg results file +Writing "town" vg results file +Writing "bath tub" vg results file +Writing "bowl" vg results file +Writing "stove" vg results file +Writing "tongue" vg results file +Writing "coffee table" vg results file +Writing "floor" vg results file +Writing "uniform" vg results file +Writing "ottoman" vg results file +Writing "broccoli" vg results file +Writing "olive" vg results file +Writing "mound" vg results file +Writing "pitcher" vg results file +Writing "food" vg results file +Writing "paintings" vg results file +Writing "traffic light" vg results file +Writing "parking meter" vg results file +Writing "bananas" vg results file +Writing "mountain" vg results file +Writing "cage" vg results file +Writing "hedge" vg results file +Writing "motorcycles" vg results file +Writing "wet suit" vg results file +Writing "radish" vg results file +Writing "teddy bears" vg results file +Writing "monitors" vg results file +Writing "suitcase" vg results file +Writing "drawers" vg results file +Writing "grass" vg results file +Writing "apple" vg results file +Writing "lamp" vg results file +Writing "goggles" vg results file +Writing "boy" vg results file +Writing "armchair" vg results file +Writing "ramp" vg results file +Writing "burner" vg results file +Writing "lamb" vg results file +Writing "cup" vg results file +Writing "tank top" vg results file +Writing "boats" vg results file +Writing "hat" vg results file +Writing "soup" vg results file +Writing "fence" vg results file +Writing "necklace" vg results file +Writing "visor" vg results file +Writing "coffee" vg results file +Writing "bottle" vg results file +Writing "stool" vg results file +Writing "shoe" vg results file +Writing "surfer" vg results file +Writing "stop" vg results file +Writing "backpack" vg results file +Writing "shin guard" vg results file +Writing "wii remote" vg results file +Writing "wall" vg results file +Writing "pizza slice" vg results file +Writing "home plate" vg results file +Writing "van" vg results file +Writing "packet" vg results file +Writing "earrings" vg results file +Writing "wristband" vg results file +Writing "tracks" vg results file +Writing "mitt" vg results file +Writing "dome" vg results file +Writing "snowboarder" vg results file +Writing "faucet" vg results file +Writing "toiletries" vg results file +Writing "ski boots" vg results file +Writing "room" vg results file +Writing "fork" vg results file +Writing "snow suit" vg results file +Writing "banana slice" vg results file +Writing "bench" vg results file +Writing "tie" vg results file +Writing "burners" vg results file +Writing "stuffed animals" vg results file +Writing "zoo" vg results file +Writing "train platform" vg results file +Writing "cupcake" vg results file +Writing "curtain" vg results file +Writing "ear" vg results file +Writing "tissue box" vg results file +Writing "bread" vg results file +Writing "scissors" vg results file +Writing "vase" vg results file +Writing "herd" vg results file +Writing "smoke" vg results file +Writing "skylight" vg results file +Writing "cub" vg results file +Writing "tail" vg results file +Writing "cutting board" vg results file +Writing "wave" vg results file +Writing "hedges" vg results file +Writing "windshield" vg results file +Writing "apples" vg results file +Writing "mirror" vg results file +Writing "license plate" vg results file +Writing "tree" vg results file +Writing "wheel" vg results file +Writing "ski pole" vg results file +Writing "clock tower" vg results file +Writing "freezer" vg results file +Writing "luggage" vg results file +Writing "skateboarder" vg results file +Writing "mousepad" vg results file +Writing "road" vg results file +Writing "bat" vg results file +Writing "toilet tank" vg results file +Writing "vanity" vg results file +Writing "neck" vg results file +Writing "cliff" vg results file +Writing "tub" vg results file +Writing "sprinkles" vg results file +Writing "dresser" vg results file +Writing "street" vg results file +Writing "wing" vg results file +Writing "suit" vg results file +Writing "veggie" vg results file +Writing "palm trees" vg results file +Writing "urinals" vg results file +Writing "door" vg results file +Writing "propeller" vg results file +Writing "keys" vg results file +Writing "skate park" vg results file +Writing "platform" vg results file +Writing "pot" vg results file +Writing "towel" vg results file +Writing "computer monitor" vg results file +Writing "flip flop" vg results file +Writing "eggs" vg results file +Writing "shed" vg results file +Writing "moped" vg results file +Writing "sand" vg results file +Writing "face" vg results file +Writing "scissor" vg results file +Writing "carts" vg results file +Writing "squash" vg results file +Writing "pillows" vg results file +Writing "family" vg results file +Writing "glove" vg results file +Writing "rug" vg results file +Writing "watch" vg results file +Writing "grafitti" vg results file +Writing "dogs" vg results file +Writing "scoreboard" vg results file +Writing "basket" vg results file +Writing "poster" vg results file +Writing "duck" vg results file +Writing "horns" vg results file +Writing "bears" vg results file +Writing "jeep" vg results file +Writing "painting" vg results file +Writing "lighthouse" vg results file +Writing "remote control" vg results file +Writing "toaster" vg results file +Writing "vegetables" vg results file +Writing "surfboards" vg results file +Writing "ducks" vg results file +Writing "lane" vg results file +Writing "carrots" vg results file +Writing "market" vg results file +Writing "paper towels" vg results file +Writing "island" vg results file +Writing "blueberries" vg results file +Writing "smile" vg results file +Writing "balloons" vg results file +Writing "stroller" vg results file +Writing "napkin" vg results file +Writing "towels" vg results file +Writing "papers" vg results file +Writing "person" vg results file +Writing "train tracks" vg results file +Writing "child" vg results file +Writing "headband" vg results file +Writing "pool" vg results file +Writing "plant" vg results file +Writing "harbor" vg results file +Writing "counter" vg results file +Writing "hand" vg results file +Writing "house" vg results file +Writing "donut" vg results file +Writing "knot" vg results file +Writing "soccer player" vg results file +Writing "seagull" vg results file +Writing "bottles" vg results file +Writing "buses" vg results file +Writing "coat" vg results file +Writing "trees" vg results file +Writing "geese" vg results file +Writing "bun" vg results file +Writing "toilet bowl" vg results file +Writing "trunk" vg results file +Writing "station" vg results file +Writing "bikini" vg results file +Writing "goatee" vg results file +Writing "lounge chair" vg results file +Writing "breakfast" vg results file +Writing "nose" vg results file +Writing "moon" vg results file +Writing "river" vg results file +Writing "racer" vg results file +Writing "picture" vg results file +Writing "shaker" vg results file +Writing "sidewalk" vg results file +Writing "shutters" vg results file +Writing "stove top" vg results file +Writing "church" vg results file +Writing "lampshade" vg results file +Writing "map" vg results file +Writing "shop" vg results file +Writing "platter" vg results file +Writing "airport" vg results file +Writing "hoodie" vg results file +Writing "oranges" vg results file +Writing "woods" vg results file +Writing "enclosure" vg results file +Writing "skatepark" vg results file +Writing "vases" vg results file +Writing "city" vg results file +Writing "park" vg results file +Writing "mailbox" vg results file +Writing "balloon" vg results file +Writing "billboard" vg results file +Writing "pasture" vg results file +Writing "portrait" vg results file +Writing "forehead" vg results file +Writing "ship" vg results file +Writing "cookie" vg results file +Writing "seaweed" vg results file +Writing "sofa" vg results file +Writing "slats" vg results file +Writing "tomato slice" vg results file +Writing "tractor" vg results file +Writing "bull" vg results file +Writing "suitcases" vg results file +Writing "graffiti" vg results file +Writing "policeman" vg results file +Writing "remotes" vg results file +Writing "pens" vg results file +Writing "window sill" vg results file +Writing "suspenders" vg results file +Writing "easel" vg results file +Writing "tray" vg results file +Writing "straw" vg results file +Writing "collar" vg results file +Writing "shower" vg results file +Writing "bag" vg results file +Writing "scooter" vg results file +Writing "tails" vg results file +Writing "toilet lid" vg results file +Writing "panda" vg results file +Writing "comforter" vg results file +Writing "outlet" vg results file +Writing "stems" vg results file +Writing "valley" vg results file +Writing "flag" vg results file +Writing "jockey" vg results file +Writing "gravel" vg results file +Writing "mouth" vg results file +Writing "window" vg results file +Writing "bridge" vg results file +Writing "corn" vg results file +Writing "mountains" vg results file +Writing "beer" vg results file +Writing "pitcher's mound" vg results file +Writing "palm tree" vg results file +Writing "crowd" vg results file +Writing "skis" vg results file +Writing "phone" vg results file +Writing "banana bunch" vg results file +Writing "tennis shoe" vg results file +Writing "ground" vg results file +Writing "carpet" vg results file +Writing "eye" vg results file +Writing "urn" vg results file +Writing "beak" vg results file +Writing "giraffe head" vg results file +Writing "steeple" vg results file +Writing "mattress" vg results file +Writing "baseball player" vg results file +Writing "wine" vg results file +Writing "water bottle" vg results file +Writing "kitten" vg results file +Writing "archway" vg results file +Writing "candle" vg results file +Writing "croissant" vg results file +Writing "tennis ball" vg results file +Writing "dress" vg results file +Writing "column" vg results file +Writing "utensils" vg results file +Writing "cell phone" vg results file +Writing "computer mouse" vg results file +Writing "cap" vg results file +Writing "lawn" vg results file +Writing "airplanes" vg results file +Writing "carriage" vg results file +Writing "snout" vg results file +Writing "cabinets" vg results file +Writing "lemons" vg results file +Writing "grill" vg results file +Writing "umbrellas" vg results file +Writing "meat" vg results file +Writing "wagon" vg results file +Writing "ipod" vg results file +Writing "bookshelf" vg results file +Writing "cart" vg results file +Writing "roof" vg results file +Writing "hay" vg results file +Writing "ski pants" vg results file +Writing "seat" vg results file +Writing "mane" vg results file +Writing "bikes" vg results file +Writing "drawer" vg results file +Writing "game" vg results file +Writing "clock face" vg results file +Writing "boys" vg results file +Writing "rider" vg results file +Writing "fire escape" vg results file +Writing "slope" vg results file +Writing "iphone" vg results file +Writing "pumpkin" vg results file +Writing "pan" vg results file +Writing "chopsticks" vg results file +Writing "hill" vg results file +Writing "uniforms" vg results file +Writing "cleat" vg results file +Writing "costume" vg results file +Writing "cabin" vg results file +Writing "police officer" vg results file +Writing "ears" vg results file +Writing "egg" vg results file +Writing "trash can" vg results file +Writing "horn" vg results file +Writing "arrow" vg results file +Writing "toothbrush" vg results file +Writing "carrot" vg results file +Writing "banana" vg results file +Writing "planes" vg results file +Writing "garden" vg results file +Writing "forest" vg results file +Writing "brocolli" vg results file +Writing "aircraft" vg results file +Writing "front window" vg results file +Writing "dashboard" vg results file +Writing "statue" vg results file +Writing "saucer" vg results file +Writing "people" vg results file +Writing "silverware" vg results file +Writing "fruit" vg results file +Writing "drain" vg results file +Writing "jet" vg results file +Writing "speaker" vg results file +Writing "eyes" vg results file +Writing "railway" vg results file +Writing "lid" vg results file +Writing "soap" vg results file +Writing "rocks" vg results file +Writing "office chair" vg results file +Writing "door knob" vg results file +Writing "banana peel" vg results file +Writing "baseball game" vg results file +Writing "asparagus" vg results file +Writing "spoon" vg results file +Writing "cabinet door" vg results file +Writing "pineapple" vg results file +Writing "traffic cone" vg results file +Writing "nightstand" vg results file +Writing "teapot" vg results file +Writing "taxi" vg results file +Writing "chimney" vg results file +Writing "lake" vg results file +Writing "suit jacket" vg results file +Writing "train engine" vg results file +Writing "ball" vg results file +Writing "wrist band" vg results file +Writing "pickle" vg results file +Writing "fruits" vg results file +Writing "pad" vg results file +Writing "dispenser" vg results file +Writing "bridle" vg results file +Writing "breast" vg results file +Writing "cones" vg results file +Writing "headlight" vg results file +Writing "necktie" vg results file +Writing "skater" vg results file +Writing "toilet paper" vg results file +Writing "skyscraper" vg results file +Writing "telephone" vg results file +Writing "ox" vg results file +Writing "roadway" vg results file +Writing "sock" vg results file +Writing "paddle" vg results file +Writing "dishes" vg results file +Writing "hills" vg results file +Writing "street sign" vg results file +Writing "headlights" vg results file +Writing "benches" vg results file +Writing "fuselage" vg results file +Writing "card" vg results file +Writing "napkins" vg results file +Writing "bush" vg results file +Writing "rice" vg results file +Writing "computer screen" vg results file +Writing "spokes" vg results file +Writing "flowers" vg results file +Writing "bucket" vg results file +Writing "rock" vg results file +Writing "pole" vg results file +Writing "pear" vg results file +Writing "sauce" vg results file +Writing "store" vg results file +Writing "juice" vg results file +Writing "knobs" vg results file +Writing "mustard" vg results file +Writing "ski" vg results file +Writing "stands" vg results file +Writing "cabinet" vg results file +Writing "dirt" vg results file +Writing "goats" vg results file +Writing "wine glass" vg results file +Writing "spectators" vg results file +Writing "crate" vg results file +Writing "pancakes" vg results file +Writing "kids" vg results file +Writing "engines" vg results file +Writing "shade" vg results file +Writing "feeder" vg results file +Writing "cellphone" vg results file +Writing "pepper" vg results file +Writing "blanket" vg results file +Writing "sunglasses" vg results file +Writing "train car" vg results file +Writing "magnet" vg results file +Writing "donuts" vg results file +Writing "sweater" vg results file +Writing "signal" vg results file +Writing "advertisement" vg results file +Writing "log" vg results file +Writing "vent" vg results file +Writing "whiskers" vg results file +Writing "adult" vg results file +Writing "arch" vg results file +Writing "locomotive" vg results file +Writing "tennis match" vg results file +Writing "tent" vg results file +Writing "motorbike" vg results file +Writing "magnets" vg results file +Writing "night" vg results file +Writing "marina" vg results file +Writing "wool" vg results file +Writing "vest" vg results file +Writing "railroad tracks" vg results file +Writing "stuffed bear" vg results file +Writing "moustache" vg results file +Writing "bib" vg results file +Writing "frame" vg results file +Writing "snow pants" vg results file +Writing "tank" vg results file +Writing "undershirt" vg results file +Writing "icons" vg results file +Writing "neck tie" vg results file +Writing "beams" vg results file +Writing "baseball bat" vg results file +Writing "safety cone" vg results file +Writing "paper towel" vg results file +Writing "bedspread" vg results file +Writing "can" vg results file +Writing "container" vg results file +Writing "flower" vg results file +Writing "vehicle" vg results file +Writing "tomatoes" vg results file +Writing "back wheel" vg results file +Writing "soccer field" vg results file +Writing "nostril" vg results file +Writing "suv" vg results file +Writing "buildings" vg results file +Writing "canopy" vg results file +Writing "flame" vg results file +Writing "kid" vg results file +Writing "baseball" vg results file +Writing "throw pillow" vg results file +Writing "belt" vg results file +Writing "rainbow" vg results file +Writing "lemon" vg results file +Writing "oven door" vg results file +Writing "tag" vg results file +Writing "books" vg results file +Writing "monument" vg results file +Writing "men" vg results file +Writing "shadow" vg results file +Writing "bicycles" vg results file +Writing "cars" vg results file +Writing "lamp shade" vg results file +Writing "pine tree" vg results file +Writing "bouquet" vg results file +Writing "toothpaste" vg results file +Writing "potato" vg results file +Writing "sinks" vg results file +Writing "hook" vg results file +Writing "switch" vg results file +Writing "lamp post" vg results file +Writing "lapel" vg results file +Writing "desert" vg results file +Writing "knob" vg results file +Writing "chairs" vg results file +Writing "pasta" vg results file +Writing "feathers" vg results file +Writing "hole" vg results file +Writing "meal" vg results file +Writing "station wagon" vg results file +Writing "kites" vg results file +Writing "boots" vg results file +Writing "baby" vg results file +Writing "biker" vg results file +Writing "gate" vg results file +Writing "signal light" vg results file +Writing "headphones" vg results file +Writing "goat" vg results file +Writing "waves" vg results file +Writing "bumper" vg results file +Writing "bud" vg results file +Writing "logo" vg results file +Writing "curtains" vg results file +Writing "american flag" vg results file +Writing "yacht" vg results file +Writing "box" vg results file +Writing "baseball cap" vg results file +Writing "fries" vg results file +Writing "controller" vg results file +Writing "awning" vg results file +Writing "path" vg results file +Writing "front legs" vg results file +Writing "life jacket" vg results file +Writing "purse" vg results file +Writing "outfield" vg results file +Writing "pigeon" vg results file +Writing "toddler" vg results file +Writing "beard" vg results file +Writing "thumb" vg results file +Writing "water tank" vg results file +Writing "board" vg results file +Writing "parade" vg results file +Writing "robe" vg results file +Writing "newspaper" vg results file +Writing "wires" vg results file +Writing "camera" vg results file +Writing "pastries" vg results file +Writing "deck" vg results file +Writing "watermelon" vg results file +Writing "clouds" vg results file +Writing "deer" vg results file +Writing "motorcyclist" vg results file +Writing "kneepad" vg results file +Writing "sneakers" vg results file +Writing "women" vg results file +Writing "onions" vg results file +Writing "eyebrow" vg results file +Writing "gas station" vg results file +Writing "vane" vg results file +Writing "girls" vg results file +Writing "trash" vg results file +Writing "numerals" vg results file +Writing "knife" vg results file +Writing "tags" vg results file +Writing "light" vg results file +Writing "bunch" vg results file +Writing "outfit" vg results file +Writing "groom" vg results file +Writing "infield" vg results file +Writing "frosting" vg results file +Writing "forks" vg results file +Writing "entertainment center" vg results file +Writing "stuffed animal" vg results file +Writing "yard" vg results file +Writing "numeral" vg results file +Writing "ladder" vg results file +Writing "shoes" vg results file +Writing "bracelet" vg results file +Writing "teeth" vg results file +Writing "guy" vg results file +Writing "display case" vg results file +Writing "cushion" vg results file +Writing "post" vg results file +Writing "pathway" vg results file +Writing "tablecloth" vg results file +Writing "skiers" vg results file +Writing "trouser" vg results file +Writing "cloud" vg results file +Writing "hands" vg results file +Writing "produce" vg results file +Writing "beam" vg results file +Writing "ketchup" vg results file +Writing "paw" vg results file +Writing "dish" vg results file +Writing "raft" vg results file +Writing "crosswalk" vg results file +Writing "front wheel" vg results file +Writing "toast" vg results file +Writing "cattle" vg results file +Writing "players" vg results file +Writing "group" vg results file +Writing "coffee pot" vg results file +Writing "track" vg results file +Writing "cowboy hat" vg results file +Writing "petal" vg results file +Writing "eyeglasses" vg results file +Writing "handle" vg results file +Writing "table cloth" vg results file +Writing "jets" vg results file +Writing "shakers" vg results file +Writing "remote" vg results file +Writing "snowsuit" vg results file +Writing "bushes" vg results file +Writing "dessert" vg results file +Writing "leg" vg results file +Writing "eagle" vg results file +Writing "fire truck" vg results file +Writing "game controller" vg results file +Writing "smartphone" vg results file +Writing "backsplash" vg results file +Writing "trains" vg results file +Writing "shore" vg results file +Writing "signs" vg results file +Writing "bell" vg results file +Writing "cupboards" vg results file +Writing "sweat band" vg results file +Writing "sack" vg results file +Writing "ankle" vg results file +Writing "coin slot" vg results file +Writing "bagel" vg results file +Writing "masts" vg results file +Writing "police" vg results file +Writing "drawing" vg results file +Writing "biscuit" vg results file +Writing "toy" vg results file +Writing "legs" vg results file +Writing "pavement" vg results file +Writing "outside" vg results file +Writing "wheels" vg results file +Writing "driver" vg results file +Writing "numbers" vg results file +Writing "blazer" vg results file +Writing "pen" vg results file +Writing "cabbage" vg results file +Writing "trucks" vg results file +Writing "key" vg results file +Writing "saddle" vg results file +Writing "pillow case" vg results file +Writing "goose" vg results file +Writing "label" vg results file +Writing "boulder" vg results file +Writing "pajamas" vg results file +Writing "wrist" vg results file +Writing "shelf" vg results file +Writing "cross" vg results file +Writing "coffee cup" vg results file +Writing "foliage" vg results file +Writing "lot" vg results file +Writing "fry" vg results file +Writing "air" vg results file +Writing "officer" vg results file +Writing "pepperoni" vg results file +Writing "cheese" vg results file +Writing "lady" vg results file +Writing "kickstand" vg results file +Writing "counter top" vg results file +Writing "veggies" vg results file +Writing "baseball uniform" vg results file +Writing "book shelf" vg results file +Writing "bags" vg results file +Writing "pickles" vg results file +Writing "stand" vg results file +Writing "netting" vg results file +Writing "lettuce" vg results file +Writing "facial hair" vg results file +Writing "lime" vg results file +Writing "animals" vg results file +Writing "drape" vg results file +Writing "boot" vg results file +Writing "railing" vg results file +Writing "end table" vg results file +Writing "shin guards" vg results file +Writing "steps" vg results file +Writing "trashcan" vg results file +Writing "tusk" vg results file +Writing "head light" vg results file +Writing "walkway" vg results file +Writing "cockpit" vg results file +Writing "tennis net" vg results file +Writing "animal" vg results file +Writing "boardwalk" vg results file +Writing "keypad" vg results file +Writing "bookcase" vg results file +Writing "blueberry" vg results file +Writing "trash bag" vg results file +Writing "ski poles" vg results file +Writing "parking lot" vg results file +Writing "gas tank" vg results file +Writing "beds" vg results file +Writing "fan" vg results file +Writing "base" vg results file +Writing "soap dispenser" vg results file +Writing "banner" vg results file +Writing "life vest" vg results file +Writing "train front" vg results file +Writing "word" vg results file +Writing "cab" vg results file +Writing "liquid" vg results file +Writing "exhaust pipe" vg results file +Writing "sneaker" vg results file +Writing "light fixture" vg results file +Writing "power lines" vg results file +Writing "curb" vg results file +Writing "scene" vg results file +Writing "buttons" vg results file +Writing "roman numerals" vg results file +Writing "muzzle" vg results file +Writing "sticker" vg results file +Writing "bacon" vg results file +Writing "pizzas" vg results file +Writing "paper" vg results file +Writing "feet" vg results file +Writing "stairs" vg results file +Writing "triangle" vg results file +Writing "plants" vg results file +Writing "rope" vg results file +Writing "beans" vg results file +Writing "brim" vg results file +Writing "beverage" vg results file +Writing "letters" vg results file +Writing "soda" vg results file +Writing "menu" vg results file +Writing "finger" vg results file +Writing "dvds" vg results file +Writing "candles" vg results file +Writing "picnic table" vg results file +Writing "wine bottle" vg results file +Writing "pencil" vg results file +Writing "tree trunk" vg results file +Writing "nail" vg results file +Writing "mantle" vg results file +Writing "countertop" vg results file +Writing "view" vg results file +Writing "line" vg results file +Writing "motor bike" vg results file +Writing "audience" vg results file +Writing "traffic sign" vg results file +Writing "arm" vg results file +Writing "pedestrian" vg results file +Writing "stabilizer" vg results file +Writing "dock" vg results file +Writing "doorway" vg results file +Writing "bedding" vg results file +Writing "end" vg results file +Writing "worker" vg results file +Writing "canal" vg results file +Writing "crane" vg results file +Writing "grate" vg results file +Writing "little girl" vg results file +Writing "rims" vg results file +Writing "passenger car" vg results file +Writing "plates" vg results file +Writing "background" vg results file +Writing "peel" vg results file +Writing "brake light" vg results file +Writing "roman numeral" vg results file +Writing "string" vg results file +Writing "tines" vg results file +Writing "turf" vg results file +Writing "armrest" vg results file +Writing "shower head" vg results file +Writing "leash" vg results file +Writing "stones" vg results file +Writing "stoplight" vg results file +Writing "handle bars" vg results file +Writing "front" vg results file +Writing "scarf" vg results file +Writing "band" vg results file +Writing "jean" vg results file +Writing "tennis" vg results file +Writing "pile" vg results file +Writing "doorknob" vg results file +Writing "foot" vg results file +Writing "houses" vg results file +Writing "windows" vg results file +Writing "restaurant" vg results file +Writing "booth" vg results file +Writing "cardboard box" vg results file +Writing "fingers" vg results file +Writing "mountain range" vg results file +Writing "bleachers" vg results file +Writing "rail" vg results file +Writing "pastry" vg results file +Writing "canoe" vg results file +Writing "sun" vg results file +Writing "eye glasses" vg results file +Writing "salt shaker" vg results file +Writing "number" vg results file +Writing "fish" vg results file +Writing "knee pad" vg results file +Writing "fur" vg results file +Writing "she" vg results file +Writing "shower door" vg results file +Writing "rod" vg results file +Writing "branches" vg results file +Writing "birds" vg results file +Writing "printer" vg results file +Writing "sunset" vg results file +Writing "median" vg results file +Writing "shutter" vg results file +Writing "slice" vg results file +Writing "heater" vg results file +Writing "prongs" vg results file +Writing "bathing suit" vg results file +Writing "skiier" vg results file +Writing "rack" vg results file +Writing "book" vg results file +Writing "blade" vg results file +Writing "apartment" vg results file +Writing "manhole cover" vg results file +Writing "stools" vg results file +Writing "overhang" vg results file +Writing "door handle" vg results file +Writing "couple" vg results file +Writing "picture frame" vg results file +Writing "chicken" vg results file +Writing "planter" vg results file +Writing "seats" vg results file +Writing "hour hand" vg results file +Writing "dvd player" vg results file +Writing "ski slope" vg results file +Writing "french fry" vg results file +Writing "bowls" vg results file +Writing "top" vg results file +Writing "landing gear" vg results file +Writing "coffee maker" vg results file +Writing "melon" vg results file +Writing "computers" vg results file +Writing "light switch" vg results file +Writing "jar" vg results file +Writing "tv stand" vg results file +Writing "overalls" vg results file +Writing "garage" vg results file +Writing "tabletop" vg results file +Writing "writing" vg results file +Writing "doors" vg results file +Writing "stadium" vg results file +Writing "placemat" vg results file +Writing "air vent" vg results file +Writing "trick" vg results file +Writing "sled" vg results file +Writing "mast" vg results file +Writing "pond" vg results file +Writing "steering wheel" vg results file +Writing "baseball glove" vg results file +Writing "watermark" vg results file +Writing "pie" vg results file +Writing "sandwhich" vg results file +Writing "cpu" vg results file +Writing "mushroom" vg results file +Writing "power pole" vg results file +Writing "dirt road" vg results file +Writing "handles" vg results file +Writing "speakers" vg results file +Writing "fender" vg results file +Writing "telephone pole" vg results file +Writing "strawberry" vg results file +Writing "mask" vg results file +Writing "children" vg results file +Writing "crust" vg results file +Writing "art" vg results file +Writing "rim" vg results file +Writing "branch" vg results file +Writing "display" vg results file +Writing "grasses" vg results file +Writing "photo" vg results file +Writing "receipt" vg results file +Writing "instructions" vg results file +Writing "herbs" vg results file +Writing "toys" vg results file +Writing "handlebars" vg results file +Writing "trailer" vg results file +Writing "sandal" vg results file +Writing "skull" vg results file +Writing "hangar" vg results file +Writing "pipe" vg results file +Writing "office" vg results file +Writing "chest" vg results file +Writing "lamps" vg results file +Writing "horizon" vg results file +Writing "calendar" vg results file +Writing "foam" vg results file +Writing "stone" vg results file +Writing "bars" vg results file +Writing "button" vg results file +Writing "poles" vg results file +Writing "heart" vg results file +Writing "hose" vg results file +Writing "jet engine" vg results file +Writing "potatoes" vg results file +Writing "rain" vg results file +Writing "magazine" vg results file +Writing "chain" vg results file +Writing "footboard" vg results file +Writing "tee shirt" vg results file +Writing "design" vg results file +Writing "walls" vg results file +Writing "copyright" vg results file +Writing "pictures" vg results file +Writing "pillar" vg results file +Writing "drink" vg results file +Writing "barrier" vg results file +Writing "boxes" vg results file +Writing "chocolate" vg results file +Writing "chef" vg results file +Writing "slot" vg results file +Writing "sweatpants" vg results file +Writing "face mask" vg results file +Writing "icing" vg results file +Writing "wipers" vg results file +Writing "circle" vg results file +Writing "bin" vg results file +Writing "kitty" vg results file +Writing "electronics" vg results file +Writing "wild" vg results file +Writing "tiles" vg results file +Writing "steam" vg results file +Writing "lettering" vg results file +Writing "bathroom sink" vg results file +Writing "laptop computer" vg results file +Writing "cherry" vg results file +Writing "spire" vg results file +Writing "conductor" vg results file +Writing "sheet" vg results file +Writing "slab" vg results file +Writing "windshield wipers" vg results file +Writing "storefront" vg results file +Writing "hill side" vg results file +Writing "spatula" vg results file +Writing "tail light" vg results file +Writing "bean" vg results file +Writing "wire" vg results file +Writing "intersection" vg results file +Writing "pier" vg results file +Writing "snow board" vg results file +Writing "trunks" vg results file +Writing "website" vg results file +Writing "bolt" vg results file +Writing "kayak" vg results file +Writing "nuts" vg results file +Writing "holder" vg results file +Writing "turbine" vg results file +Writing "stop light" vg results file +Writing "olives" vg results file +Writing "ball cap" vg results file +Writing "burger" vg results file +Writing "barrel" vg results file +Writing "fans" vg results file +Writing "beanie" vg results file +Writing "stem" vg results file +Writing "lines" vg results file +Writing "traffic signal" vg results file +Writing "sweatshirt" vg results file +Writing "handbag" vg results file +Writing "mulch" vg results file +Writing "socks" vg results file +Writing "landscape" vg results file +Writing "soda can" vg results file +Writing "shelves" vg results file +Writing "ski lift" vg results file +Writing "cord" vg results file +Writing "vegetable" vg results file +Writing "apron" vg results file +Writing "blind" vg results file +Writing "bracelets" vg results file +Writing "stickers" vg results file +Writing "traffic" vg results file +Writing "strip" vg results file +Writing "tennis shoes" vg results file +Writing "swim trunks" vg results file +Writing "hillside" vg results file +Writing "sandals" vg results file +Writing "concrete" vg results file +Writing "lips" vg results file +Writing "butter knife" vg results file +Writing "words" vg results file +Writing "leaves" vg results file +Writing "train cars" vg results file +Writing "spoke" vg results file +Writing "cereal" vg results file +Writing "pine trees" vg results file +Writing "cooler" vg results file +Writing "bangs" vg results file +Writing "half" vg results file +Writing "sheets" vg results file +Writing "figurine" vg results file +Writing "park bench" vg results file +Writing "stack" vg results file +Writing "second floor" vg results file +Writing "motor" vg results file +Writing "hand towel" vg results file +Writing "wristwatch" vg results file +Writing "spectator" vg results file +Writing "tissues" vg results file +Writing "flip flops" vg results file +Writing "quilt" vg results file +Writing "floret" vg results file +Writing "calf" vg results file +Writing "back pack" vg results file +Writing "grapes" vg results file +Writing "ski tracks" vg results file +Writing "skin" vg results file +Writing "bow" vg results file +Writing "controls" vg results file +Writing "dinner" vg results file +Writing "baseball players" vg results file +Writing "ad" vg results file +Writing "ribbon" vg results file +Writing "hotel" vg results file +Writing "sea" vg results file +Writing "cover" vg results file +Writing "tarp" vg results file +Writing "weather" vg results file +Writing "notebook" vg results file +Writing "mustache" vg results file +Writing "stone wall" vg results file +Writing "closet" vg results file +Writing "statues" vg results file +Writing "bank" vg results file +Writing "skateboards" vg results file +Writing "butter" vg results file +Writing "dress shirt" vg results file +Writing "knee" vg results file +Writing "wood" vg results file +Writing "laptops" vg results file +Writing "cuff" vg results file +Writing "hubcap" vg results file +Writing "wings" vg results file +Writing "range" vg results file +Writing "structure" vg results file +Writing "balls" vg results file +Writing "tunnel" vg results file +Writing "globe" vg results file +Writing "utensil" vg results file +Writing "dumpster" vg results file +Writing "cd" vg results file +Writing "floors" vg results file +Writing "wrapper" vg results file +Writing "folder" vg results file +Writing "pocket" vg results file +Writing "mother" vg results file +Writing "ski goggles" vg results file +Writing "posts" vg results file +Writing "power line" vg results file +Writing "wake" vg results file +Writing "roses" vg results file +Writing "train track" vg results file +Writing "reflection" vg results file +Writing "air conditioner" vg results file +Writing "referee" vg results file +Writing "barricade" vg results file +Writing "baseball mitt" vg results file +Writing "mouse pad" vg results file +Writing "garbage can" vg results file +Writing "buckle" vg results file +Writing "footprints" vg results file +Writing "lights" vg results file +Writing "muffin" vg results file +Writing "bracket" vg results file +Writing "plug" vg results file +Writing "taxi cab" vg results file +Writing "drinks" vg results file +Writing "surfers" vg results file +Writing "arrows" vg results file +Writing "control panel" vg results file +Writing "ring" vg results file +Writing "twigs" vg results file +Writing "soil" vg results file +Writing "skies" vg results file +Writing "clock hand" vg results file +Writing "caboose" vg results file +Writing "playground" vg results file +Writing "mango" vg results file +Writing "stump" vg results file +Writing "brick wall" vg results file +Writing "screw" vg results file +Writing "minivan" vg results file +Writing "leaf" vg results file +Writing "fencing" vg results file +Writing "ledge" vg results file +Writing "clothes" vg results file +Writing "grass field" vg results file +Writing "plumbing" vg results file +Writing "blouse" vg results file +Writing "patch" vg results file +Writing "scaffolding" vg results file +Writing "hamburger" vg results file +Writing "utility pole" vg results file +Writing "teddy" vg results file +Writing "rose" vg results file +Writing "skillet" vg results file +Writing "cycle" vg results file +Writing "cable" vg results file +Writing "gloves" vg results file +Writing "bark" vg results file +Writing "decoration" vg results file +Writing "tables" vg results file +Writing "palm" vg results file +Writing "wii" vg results file +Writing "mountain top" vg results file +Writing "shrub" vg results file +Writing "hoof" vg results file +Writing "celery" vg results file +Writing "beads" vg results file +Writing "plaque" vg results file +Writing "flooring" vg results file +Writing "surf" vg results file +Writing "cloth" vg results file +Writing "passenger" vg results file +Writing "spot" vg results file +Writing "plastic" vg results file +Writing "knives" vg results file +Writing "case" vg results file +Writing "railroad" vg results file +Writing "pony" vg results file +Writing "muffler" vg results file +Writing "hot dogs" vg results file +Writing "stripe" vg results file +Writing "scale" vg results file +Writing "block" vg results file +Writing "recliner" vg results file +Writing "body" vg results file +Writing "shades" vg results file +Writing "tap" vg results file +Writing "tools" vg results file +Writing "cupboard" vg results file +Writing "wallpaper" vg results file +Writing "sculpture" vg results file +Writing "surface" vg results file +Writing "sedan" vg results file +Writing "distance" vg results file +Writing "shrubs" vg results file +Writing "skiis" vg results file +Writing "lift" vg results file +Writing "bottom" vg results file +Writing "cleats" vg results file +Writing "roll" vg results file +Writing "clothing" vg results file +Writing "bed frame" vg results file +Writing "slacks" vg results file +Writing "tail lights" vg results file +Writing "doll" vg results file +Writing "traffic lights" vg results file +Writing "symbol" vg results file +Writing "strings" vg results file +Writing "fixtures" vg results file +Writing "short" vg results file +Writing "paint" vg results file +Writing "candle holder" vg results file +Writing "guard rail" vg results file +Writing "cyclist" vg results file +Writing "tree branches" vg results file +Writing "ripples" vg results file +Writing "gear" vg results file +Writing "waist" vg results file +Writing "trash bin" vg results file +Writing "onion" vg results file +Writing "home" vg results file +Writing "side mirror" vg results file +Writing "brush" vg results file +Writing "sweatband" vg results file +Writing "handlebar" vg results file +Writing "light pole" vg results file +Writing "street lamp" vg results file +Writing "pads" vg results file +Writing "ham" vg results file +Writing "artwork" vg results file +Writing "reflector" vg results file +Writing "figure" vg results file +Writing "tile" vg results file +Writing "mountainside" vg results file +Writing "black" vg results file +Writing "bricks" vg results file +Writing "paper plate" vg results file +Writing "stick" vg results file +Writing "beef" vg results file +Writing "patio" vg results file +Writing "weeds" vg results file +Writing "back" vg results file +Writing "sausage" vg results file +Writing "paws" vg results file +Writing "farm" vg results file +Writing "decal" vg results file +Writing "harness" vg results file +Writing "monkey" vg results file +Writing "fence post" vg results file +Writing "door frame" vg results file +Writing "stripes" vg results file +Writing "clocks" vg results file +Writing "ponytail" vg results file +Writing "toppings" vg results file +Writing "strap" vg results file +Writing "carton" vg results file +Writing "greens" vg results file +Writing "chin" vg results file +Writing "lunch" vg results file +Writing "name" vg results file +Writing "earring" vg results file +Writing "area" vg results file +Writing "tshirt" vg results file +Writing "cream" vg results file +Writing "rails" vg results file +Writing "cushions" vg results file +Writing "lanyard" vg results file +Writing "brick" vg results file +Writing "hallway" vg results file +Writing "cucumber" vg results file +Writing "wire fence" vg results file +Writing "fern" vg results file +Writing "tangerine" vg results file +Writing "windowsill" vg results file +Writing "pipes" vg results file +Writing "package" vg results file +Writing "wheelchair" vg results file +Writing "chips" vg results file +Writing "driveway" vg results file +Writing "tattoo" vg results file +Writing "side window" vg results file +Writing "stairway" vg results file +Writing "basin" vg results file +Writing "machine" vg results file +Writing "table lamp" vg results file +Writing "radio" vg results file +Writing "pony tail" vg results file +Writing "ocean water" vg results file +Writing "inside" vg results file +Writing "cargo" vg results file +Writing "overpass" vg results file +Writing "mat" vg results file +Writing "socket" vg results file +Writing "flower pot" vg results file +Writing "tree line" vg results file +Writing "sign post" vg results file +Writing "tube" vg results file +Writing "dial" vg results file +Writing "splash" vg results file +Writing "male" vg results file +Writing "lantern" vg results file +Writing "lipstick" vg results file +Writing "lip" vg results file +Writing "tongs" vg results file +Writing "ski suit" vg results file +Writing "trail" vg results file +Writing "passenger train" vg results file +Writing "bandana" vg results file +Writing "antelope" vg results file +Writing "designs" vg results file +Writing "tents" vg results file +Writing "photograph" vg results file +Writing "catcher's mitt" vg results file +Writing "electrical outlet" vg results file +Writing "tires" vg results file +Writing "boulders" vg results file +Writing "mannequin" vg results file +Writing "plain" vg results file +Writing "layer" vg results file +Writing "mushrooms" vg results file +Writing "strawberries" vg results file +Writing "piece" vg results file +Writing "oar" vg results file +Writing "bike rack" vg results file +Writing "slices" vg results file +Writing "arms" vg results file +Writing "fin" vg results file +Writing "shadows" vg results file +Writing "hood" vg results file +Writing "windshield wiper" vg results file +Writing "letter" vg results file +Writing "dot" vg results file +Writing "bus stop" vg results file +Writing "railings" vg results file +Writing "pebbles" vg results file +Writing "mud" vg results file +Writing "claws" vg results file +Writing "police car" vg results file +Writing "crown" vg results file +Writing "meters" vg results file +Writing "name tag" vg results file +Writing "entrance" vg results file +Writing "staircase" vg results file +Writing "shrimp" vg results file +Writing "ladies" vg results file +Writing "peak" vg results file +Writing "vines" vg results file +Writing "computer keyboard" vg res/data/home/peter/py-faster-rcnn-genome/tools/../lib/datasets/vg.py:317: RuntimeWarning: invalid value encountered in divide + f = np.nan_to_num((prec*rec)/(prec+rec)) +ults file +Writing "glass door" vg results file +Writing "pears" vg results file +Writing "pant" vg results file +Writing "wine glasses" vg results file +Writing "stall" vg results file +Writing "asphalt" vg results file +Writing "columns" vg results file +Writing "sleeve" vg results file +Writing "pack" vg results file +Writing "cheek" vg results file +Writing "baskets" vg results file +Writing "land" vg results file +Writing "day" vg results file +Writing "blocks" vg results file +Writing "courtyard" vg results file +Writing "pedal" vg results file +Writing "panel" vg results file +Writing "seeds" vg results file +Writing "balcony" vg results file +Writing "yellow" vg results file +Writing "disc" vg results file +Writing "young man" vg results file +Writing "eyebrows" vg results file +Writing "crumbs" vg results file +Writing "spinach" vg results file +Writing "emblem" vg results file +Writing "object" vg results file +Writing "bar" vg results file +Writing "cardboard" vg results file +Writing "tissue" vg results file +Writing "light post" vg results file +Writing "ski jacket" vg results file +Writing "seasoning" vg results file +Writing "parasol" vg results file +Writing "terminal" vg results file +Writing "surfing" vg results file +Writing "streetlight" vg results file +Writing "alley" vg results file +Writing "cords" vg results file +Writing "image" vg results file +Writing "jug" vg results file +Writing "antenna" vg results file +Writing "puppy" vg results file +Writing "berries" vg results file +Writing "diamond" vg results file +Writing "pans" vg results file +Writing "fountain" vg results file +Writing "foreground" vg results file +Writing "syrup" vg results file +Writing "bride" vg results file +Writing "spray" vg results file +Writing "license" vg results file +Writing "peppers" vg results file +Writing "passengers" vg results file +Writing "cement" vg results file +Writing "flags" vg results file +Writing "shack" vg results file +Writing "trough" vg results file +Writing "objects" vg results file +Writing "arches" vg results file +Writing "streamer" vg results file +Writing "pots" vg results file +Writing "border" vg results file +Writing "baseboard" vg results file +Writing "beer bottle" vg results file +Writing "wrist watch" vg results file +Writing "tile floor" vg results file +Writing "page" vg results file +Writing "pin" vg results file +Writing "items" vg results file +Writing "baseline" vg results file +Writing "hanger" vg results file +Writing "tree branch" vg results file +Writing "tusks" vg results file +Writing "donkey" vg results file +Writing "containers" vg results file +Writing "condiments" vg results file +Writing "device" vg results file +Writing "envelope" vg results file +Writing "parachute" vg results file +Writing "mesh" vg results file +Writing "hut" vg results file +Writing "butterfly" vg results file +Writing "salt" vg results file +Writing "restroom" vg results file +Writing "twig" vg results file +Writing "pilot" vg results file +Writing "ivy" vg results file +Writing "furniture" vg results file +Writing "clay" vg results file +Writing "print" vg results file +Writing "sandwiches" vg results file +Writing "lion" vg results file +Writing "shingles" vg results file +Writing "pillars" vg results file +Writing "vehicles" vg results file +Writing "panes" vg results file +Writing "shoreline" vg results file +Writing "stream" vg results file +Writing "control" vg results file +Writing "lock" vg results file +Writing "microphone" vg results file +Writing "blades" vg results file +Writing "towel rack" vg results file +Writing "coaster" vg results file +Writing "star" vg results file +Writing "petals" vg results file +Writing "text" vg results file +Writing "feather" vg results file +Writing "spots" vg results file +Writing "buoy" vg results file +VOC07 metric? No +vg_1600-400-20_val gt roidb loaded from /data/home/peter/py-faster-rcnn-genome/data/cache/vg_1600-400-20_val_gt_roidb.pkl +AP for yolk = 1.0000 (npos=1) +AP for goal = 0.7000 (npos=2) +AP for bathroom = 0.5570 (npos=113) +AP for macaroni = 0.5116 (npos=2) +AP for umpire = 0.5605 (npos=76) +AP for toothpick = 1.0000 (npos=1) +AP for alarm clock = 0.5000 (npos=2) +AP for ceiling fan = 0.6111 (npos=3) +AP for photos = 0.2500 (npos=1) +AP for parrot = 0.3562 (npos=6) +AP for tail fin = 0.0509 (npos=3) +AP for birthday cake = 0.1324 (npos=4) +AP for calculator = 0.5089 (npos=4) +AP for catcher = 0.4696 (npos=101) +AP for toilet = 0.3870 (npos=224) +AP for batter = 0.3944 (npos=70) +AP for stop sign = 0.2687 (npos=62) +AP for cone = 0.3552 (npos=63) +AP for microwave = 0.3433 (npos=89) +AP for skateboard ramp = 0.2186 (npos=5) +AP for tea = 0.3333 (npos=3) +AP for dugout = 0.3303 (npos=14) +AP for products = 0.0036 (npos=3) +AP for halter = 0.1173 (npos=3) +AP for kettle = 0.2609 (npos=16) +AP for kitchen = 0.3454 (npos=85) +AP for refrigerator = 0.3981 (npos=113) +AP for ostrich = 0.2729 (npos=10) +AP for bathtub = 0.2502 (npos=37) +AP for blinds = 0.2738 (npos=59) +AP for court = 0.3168 (npos=131) +AP for urinal = 0.3344 (npos=44) +AP for knee pads = 0.2500 (npos=4) +AP for bed = 0.3422 (npos=229) +AP for flamingo = 0.2533 (npos=56) +AP for giraffe = 0.3076 (npos=578) +AP for helmet = 0.2908 (npos=560) +AP for giraffes = 0.3079 (npos=65) +AP for tennis court = 0.2754 (npos=69) +AP for motorcycle = 0.3230 (npos=378) +AP for laptop = 0.3385 (npos=278) +AP for tea pot = 0.3158 (npos=4) +AP for horse = 0.3091 (npos=427) +AP for television = 0.4335 (npos=167) +AP for shorts = 0.3457 (npos=453) +AP for manhole = 0.3833 (npos=6) +AP for dishwasher = 0.5781 (npos=23) +AP for jeans = 0.3223 (npos=367) +AP for sail = 0.3437 (npos=28) +AP for monitor = 0.2634 (npos=82) +AP for man = 0.2923 (npos=4,386) +AP for shirt = 0.3069 (npos=2,326) +AP for car = 0.2925 (npos=1,245) +AP for cat = 0.3005 (npos=449) +AP for garage door = 0.2917 (npos=4) +AP for bus = 0.3060 (npos=579) +AP for radiator = 0.4400 (npos=11) +AP for tights = 0.0500 (npos=2) +AP for sailboat = 0.2791 (npos=13) +AP for racket = 0.2561 (npos=233) +AP for plate = 0.2709 (npos=891) +AP for rock wall = 0.1763 (npos=4) +AP for beach = 0.2491 (npos=294) +AP for trolley = 0.2980 (npos=9) +AP for ocean = 0.2825 (npos=204) +AP for headboard = 0.3355 (npos=42) +AP for tea kettle = 0.2600 (npos=6) +AP for wetsuit = 0.3204 (npos=90) +AP for tennis racket = 0.2561 (npos=94) +AP for sink = 0.2807 (npos=309) +AP for train = 0.2632 (npos=756) +AP for keyboard = 0.2905 (npos=201) +AP for sky = 0.2613 (npos=1,956) +AP for match = 0.1372 (npos=6) +AP for train station = 0.3242 (npos=22) +AP for stereo = 0.0301 (npos=5) +AP for bats = 0.0312 (npos=4) +AP for tennis player = 0.2101 (npos=36) +AP for toilet brush = 0.3333 (npos=4) +AP for lighter = 0.1250 (npos=4) +AP for pepper shaker = 0.3500 (npos=4) +AP for gazebo = 0.2500 (npos=4) +AP for hair dryer = 0.0122 (npos=1) +AP for elephant = 0.2671 (npos=452) +AP for toilet seat = 0.2775 (npos=26) +AP for zebra = 0.2584 (npos=517) +AP for skateboard = 0.2867 (npos=313) +AP for zebras = 0.2490 (npos=73) +AP for floor lamp = 0.2738 (npos=6) +AP for french fries = 0.4953 (npos=10) +AP for woman = 0.2722 (npos=1,858) +AP for player = 0.2347 (npos=296) +AP for tower = 0.2852 (npos=157) +AP for bicycle = 0.2183 (npos=150) +AP for magazines = 0.1004 (npos=7) +AP for christmas tree = 0.2708 (npos=6) +AP for umbrella = 0.2643 (npos=628) +AP for cow = 0.2607 (npos=432) +AP for pants = 0.2745 (npos=839) +AP for bike = 0.2277 (npos=379) +AP for field = 0.2310 (npos=547) +AP for living room = 0.2387 (npos=28) +AP for latch = 0.2854 (npos=10) +AP for bedroom = 0.2512 (npos=24) +AP for grape = 0.3022 (npos=23) +AP for castle = 0.1951 (npos=6) +AP for table = 0.2423 (npos=1,301) +AP for swan = 0.2264 (npos=27) +AP for blender = 0.1898 (npos=19) +AP for orange = 0.2033 (npos=178) +AP for teddy bear = 0.1976 (npos=117) +AP for net = 0.2111 (npos=69) +AP for meter = 0.2830 (npos=34) +AP for baseball field = 0.2957 (npos=40) +AP for runway = 0.2091 (npos=62) +AP for screen = 0.2242 (npos=140) +AP for ski boot = 0.0529 (npos=6) +AP for dog = 0.2597 (npos=519) +AP for clock = 0.2371 (npos=605) +AP for hair = 0.2504 (npos=1,190) +AP for avocado = 0.3507 (npos=20) +AP for highway = 0.1264 (npos=20) +AP for skirt = 0.2048 (npos=84) +AP for frisbee = 0.2664 (npos=193) +AP for parasail = 0.1857 (npos=7) +AP for desk = 0.2589 (npos=177) +AP for pizza = 0.2535 (npos=304) +AP for mouse = 0.2520 (npos=83) +AP for sign = 0.2184 (npos=1,858) +AP for shower curtain = 0.2098 (npos=7) +AP for polar bear = 0.2865 (npos=16) +AP for airplane = 0.1853 (npos=211) +AP for jersey = 0.2160 (npos=95) +AP for reigns = 0.0619 (npos=5) +AP for hot dog = 0.1883 (npos=107) +AP for surfboard = 0.2416 (npos=448) +AP for couch = 0.2535 (npos=169) +AP for glass = 0.2276 (npos=452) +AP for snowboard = 0.2620 (npos=107) +AP for girl = 0.2373 (npos=589) +AP for plane = 0.2193 (npos=484) +AP for elephants = 0.1936 (npos=83) +AP for oven = 0.1978 (npos=78) +AP for dirt bike = 0.2987 (npos=6) +AP for tail wing = 0.0543 (npos=5) +AP for area rug = 0.2177 (npos=4) +AP for bear = 0.2039 (npos=399) +AP for washer = 0.1000 (npos=5) +AP for date = 0.1504 (npos=5) +AP for bow tie = 0.2052 (npos=5) +AP for cows = 0.1323 (npos=53) +AP for fire extinguisher = 0.2000 (npos=5) +AP for bamboo = 0.0037 (npos=5) +AP for wallet = 0.0667 (npos=5) +AP for tail feathers = 0.0200 (npos=5) +AP for truck = 0.2472 (npos=357) +AP for beach chair = 0.1238 (npos=5) +AP for boat = 0.2165 (npos=521) +AP for tablet = 0.1099 (npos=6) +AP for ceiling = 0.1914 (npos=202) +AP for chandelier = 0.3797 (npos=15) +AP for sheep = 0.2080 (npos=644) +AP for glasses = 0.1906 (npos=313) +AP for ram = 0.3938 (npos=17) +AP for kite = 0.2160 (npos=367) +AP for salad = 0.1876 (npos=40) +AP for pillow = 0.2299 (npos=321) +AP for fire hydrant = 0.3115 (npos=131) +AP for mug = 0.2581 (npos=42) +AP for tarmac = 0.1666 (npos=27) +AP for computer = 0.1970 (npos=135) +AP for swimsuit = 0.1842 (npos=6) +AP for tomato = 0.2154 (npos=91) +AP for tire = 0.1916 (npos=411) +AP for cauliflower = 0.2623 (npos=25) +AP for fireplace = 0.3425 (npos=39) +AP for snow = 0.1817 (npos=713) +AP for building = 0.2088 (npos=2,173) +AP for sandwich = 0.2499 (npos=105) +AP for weather vane = 0.4583 (npos=7) +AP for bird = 0.2225 (npos=529) +AP for jacket = 0.1983 (npos=728) +AP for chair = 0.2422 (npos=823) +AP for water = 0.1940 (npos=1,240) +AP for cats = 0.1820 (npos=15) +AP for soccer ball = 0.2666 (npos=25) +AP for horses = 0.1725 (npos=55) +AP for drapes = 0.2285 (npos=15) +AP for barn = 0.2134 (npos=24) +AP for engine = 0.2433 (npos=171) +AP for cake = 0.2359 (npos=211) +AP for head = 0.1880 (npos=1,331) +AP for head band = 0.5000 (npos=2) +AP for skier = 0.2072 (npos=233) +AP for town = 0.0598 (npos=7) +AP for bath tub = 0.1872 (npos=4) +AP for bowl = 0.2132 (npos=350) +AP for stove = 0.2668 (npos=107) +AP for tongue = 0.0709 (npos=33) +AP for coffee table = 0.2468 (npos=29) +AP for floor = 0.2018 (npos=757) +AP for uniform = 0.1669 (npos=150) +AP for ottoman = 0.3392 (npos=11) +AP for broccoli = 0.1288 (npos=88) +AP for olive = 0.2511 (npos=18) +AP for mound = 0.2010 (npos=24) +AP for pitcher = 0.2349 (npos=59) +AP for food = 0.1457 (npos=434) +AP for paintings = 0.1136 (npos=6) +AP for traffic light = 0.1095 (npos=129) +AP for parking meter = 0.1819 (npos=38) +AP for bananas = 0.1766 (npos=105) +AP for mountain = 0.1511 (npos=240) +AP for cage = 0.1521 (npos=17) +AP for hedge = 0.0866 (npos=18) +AP for motorcycles = 0.1821 (npos=47) +AP for wet suit = 0.1700 (npos=48) +AP for radish = 0.0556 (npos=2) +AP for teddy bears = 0.3333 (npos=6) +AP for monitors = 1.0000 (npos=1) +AP for suitcase = 0.2438 (npos=178) +AP for drawers = 0.2084 (npos=25) +AP for grass = 0.1534 (npos=1,610) +AP for apple = 0.2024 (npos=157) +AP for lamp = 0.2275 (npos=276) +AP for goggles = 0.1640 (npos=94) +AP for boy = 0.2115 (npos=688) +AP for armchair = 0.1314 (npos=11) +AP for ramp = 0.1761 (npos=83) +AP for burner = 0.1265 (npos=30) +AP for lamb = 0.1517 (npos=25) +AP for cup = 0.2012 (npos=270) +AP for tank top = 0.1664 (npos=37) +AP for boats = 0.0877 (npos=42) +AP for hat = 0.2005 (npos=751) +AP for soup = 0.1881 (npos=29) +AP for fence = 0.1993 (npos=757) +AP for necklace = 0.3001 (npos=78) +AP for visor = 0.2521 (npos=25) +AP for coffee = 0.2541 (npos=25) +AP for bottle = 0.1796 (npos=400) +AP for stool = 0.2043 (npos=26) +AP for shoe = 0.1693 (npos=593) +AP for surfer = 0.1340 (npos=144) +AP for stop = 0.2682 (npos=13) +AP for backpack = 0.2024 (npos=172) +AP for shin guard = 0.2571 (npos=7) +AP for wii remote = 0.1479 (npos=15) +AP for wall = 0.1713 (npos=1,936) +AP for pizza slice = 0.1012 (npos=12) +AP for home plate = 0.1484 (npos=44) +AP for van = 0.2041 (npos=114) +AP for packet = 0.0261 (npos=4) +AP for earrings = 0.0560 (npos=5) +AP for wristband = 0.1333 (npos=47) +AP for tracks = 0.1211 (npos=322) +AP for mitt = 0.1417 (npos=25) +AP for dome = 0.1349 (npos=27) +AP for snowboarder = 0.1778 (npos=64) +AP for faucet = 0.2829 (npos=112) +AP for toiletries = 0.1408 (npos=7) +AP for ski boots = 0.1359 (npos=8) +AP for room = 0.2023 (npos=114) +AP for fork = 0.2911 (npos=206) +AP for snow suit = 0.1367 (npos=6) +AP for banana slice = 0.0804 (npos=16) +AP for bench = 0.2182 (npos=445) +AP for tie = 0.1898 (npos=288) +AP for burners = 0.1483 (npos=6) +AP for stuffed animals = 0.1262 (npos=7) +AP for zoo = 0.1346 (npos=17) +AP for train platform = 0.1513 (npos=9) +AP for cupcake = 0.2633 (npos=47) +AP for curtain = 0.1795 (npos=147) +AP for ear = 0.1899 (npos=905) +AP for tissue box = 0.2288 (npos=7) +AP for bread = 0.1572 (npos=113) +AP for scissors = 0.2223 (npos=37) +AP for vase = 0.2149 (npos=178) +AP for herd = 0.1081 (npos=17) +AP for smoke = 0.2017 (npos=30) +AP for skylight = 0.2327 (npos=7) +AP for cub = 0.0238 (npos=7) +AP for tail = 0.2144 (npos=557) +AP for cutting board = 0.2811 (npos=29) +AP for wave = 0.1365 (npos=327) +AP for hedges = 0.0197 (npos=8) +AP for windshield = 0.1906 (npos=173) +AP for apples = 0.1126 (npos=64) +AP for mirror = 0.2150 (npos=377) +AP for license plate = 0.1771 (npos=98) +AP for tree = 0.1515 (npos=2,322) +AP for wheel = 0.1429 (npos=646) +AP for ski pole = 0.1329 (npos=76) +AP for clock tower = 0.1143 (npos=36) +AP for freezer = 0.1584 (npos=12) +AP for luggage = 0.1688 (npos=128) +AP for skateboarder = 0.1295 (npos=61) +AP for mousepad = 0.1032 (npos=11) +AP for road = 0.1433 (npos=771) +AP for bat = 0.1999 (npos=224) +AP for toilet tank = 0.2284 (npos=12) +AP for vanity = 0.2302 (npos=10) +AP for neck = 0.1656 (npos=269) +AP for cliff = 0.1999 (npos=8) +AP for tub = 0.2688 (npos=38) +AP for sprinkles = 0.1117 (npos=22) +AP for dresser = 0.1845 (npos=27) +AP for street = 0.1424 (npos=664) +AP for wing = 0.2045 (npos=237) +AP for suit = 0.1746 (npos=156) +AP for veggie = 0.0732 (npos=11) +AP for palm trees = 0.1703 (npos=18) +AP for urinals = 0.2357 (npos=13) +AP for door = 0.1811 (npos=780) +AP for propeller = 0.2402 (npos=33) +AP for keys = 0.0376 (npos=26) +AP for skate park = 0.1995 (npos=16) +AP for platform = 0.1566 (npos=127) +AP for pot = 0.1469 (npos=160) +AP for towel = 0.2163 (npos=214) +AP for computer monitor = 0.0860 (npos=8) +AP for flip flop = 0.0655 (npos=8) +AP for eggs = 0.2423 (npos=30) +AP for shed = 0.0674 (npos=17) +AP for moped = 0.1678 (npos=23) +AP for sand = 0.1162 (npos=231) +AP for face = 0.1314 (npos=515) +AP for scissor = 0.1275 (npos=6) +AP for carts = 0.0714 (npos=2) +AP for squash = 0.0500 (npos=4) +AP for pillows = 0.2559 (npos=63) +AP for family = 0.1306 (npos=8) +AP for glove = 0.1591 (npos=236) +AP for rug = 0.1898 (npos=103) +AP for watch = 0.1486 (npos=183) +AP for grafitti = 0.0492 (npos=8) +AP for dogs = 0.1004 (npos=30) +AP for scoreboard = 0.1923 (npos=11) +AP for basket = 0.1770 (npos=205) +AP for poster = 0.1772 (npos=56) +AP for duck = 0.2478 (npos=82) +AP for horns = 0.1790 (npos=85) +AP for bears = 0.1248 (npos=27) +AP for jeep = 0.1431 (npos=11) +AP for painting = 0.1529 (npos=57) +AP for lighthouse = 0.1749 (npos=17) +AP for remote control = 0.2096 (npos=15) +AP for toaster = 0.1982 (npos=9) +AP for vegetables = 0.1140 (npos=66) +AP for surfboards = 0.2239 (npos=11) +AP for ducks = 0.1669 (npos=25) +AP for lane = 0.0017 (npos=9) +AP for carrots = 0.1842 (npos=71) +AP for market = 0.1713 (npos=4) +AP for paper towels = 0.2991 (npos=9) +AP for island = 0.1640 (npos=11) +AP for blueberries = 0.0882 (npos=7) +AP for smile = 0.1100 (npos=35) +AP for balloons = 0.1587 (npos=9) +AP for stroller = 0.2865 (npos=15) +AP for napkin = 0.1457 (npos=124) +AP for towels = 0.1433 (npos=42) +AP for papers = 0.0970 (npos=32) +AP for person = 0.1123 (npos=3,264) +AP for train tracks = 0.0687 (npos=56) +AP for child = 0.1627 (npos=223) +AP for headband = 0.2078 (npos=34) +AP for pool = 0.1318 (npos=41) +AP for plant = 0.1172 (npos=272) +AP for harbor = 0.0801 (npos=8) +AP for counter = 0.1419 (npos=308) +AP for hand = 0.1373 (npos=1,181) +AP for house = 0.1532 (npos=244) +AP for donut = 0.1222 (npos=186) +AP for knot = 0.0462 (npos=18) +AP for soccer player = 0.1056 (npos=6) +AP for seagull = 0.1726 (npos=56) +AP for bottles = 0.1229 (npos=42) +AP for buses = 0.1692 (npos=25) +AP for coat = 0.1299 (npos=231) +AP for trees = 0.1215 (npos=942) +AP for geese = 0.2133 (npos=6) +AP for bun = 0.1299 (npos=61) +AP for toilet bowl = 0.1357 (npos=28) +AP for trunk = 0.1810 (npos=258) +AP for station = 0.0966 (npos=40) +AP for bikini = 0.2520 (npos=14) +AP for goatee = 0.1190 (npos=7) +AP for lounge chair = 0.0764 (npos=9) +AP for breakfast = 0.2292 (npos=6) +AP for nose = 0.1639 (npos=635) +AP for moon = 0.3333 (npos=3) +AP for river = 0.1552 (npos=75) +AP for racer = 0.1111 (npos=3) +AP for picture = 0.1370 (npos=335) +AP for shaker = 0.0500 (npos=12) +AP for sidewalk = 0.1311 (npos=610) +AP for shutters = 0.0537 (npos=10) +AP for stove top = 0.0494 (npos=12) +AP for church = 0.1223 (npos=26) +AP for lampshade = 0.1235 (npos=17) +AP for map = 0.2827 (npos=18) +AP for shop = 0.0245 (npos=5) +AP for platter = 0.0400 (npos=16) +AP for airport = 0.1710 (npos=36) +AP for hoodie = 0.0949 (npos=55) +AP for oranges = 0.1080 (npos=50) +AP for woods = 0.0910 (npos=40) +AP for enclosure = 0.0759 (npos=35) +AP for skatepark = 0.0874 (npos=15) +AP for vases = 0.1386 (npos=15) +AP for city = 0.0860 (npos=58) +AP for park = 0.1319 (npos=99) +AP for mailbox = 0.1578 (npos=12) +AP for balloon = 0.1768 (npos=69) +AP for billboard = 0.1086 (npos=20) +AP for pasture = 0.0539 (npos=29) +AP for portrait = 0.0170 (npos=5) +AP for forehead = 0.0148 (npos=23) +AP for ship = 0.0830 (npos=48) +AP for cookie = 0.0563 (npos=40) +AP for seaweed = 0.1060 (npos=12) +AP for sofa = 0.1309 (npos=76) +AP for slats = 0.0056 (npos=10) +AP for tomato slice = 0.2877 (npos=7) +AP for tractor = 0.2500 (npos=11) +AP for bull = 0.2209 (npos=15) +AP for suitcases = 0.0879 (npos=11) +AP for graffiti = 0.1080 (npos=98) +AP for policeman = 0.1310 (npos=8) +AP for remotes = 0.3000 (npos=4) +AP for pens = 0.1000 (npos=2) +AP for window sill = 0.1008 (npos=10) +AP for suspenders = 0.2000 (npos=5) +AP for easel = 0.4000 (npos=5) +AP for tray = 0.0996 (npos=138) +AP for straw = 0.2134 (npos=38) +AP for collar = 0.1702 (npos=180) +AP for shower = 0.1435 (npos=32) +AP for bag = 0.1072 (npos=482) +AP for scooter = 0.1086 (npos=20) +AP for tails = 0.1045 (npos=11) +AP for toilet lid = 0.1773 (npos=8) +AP for panda = 0.2436 (npos=28) +AP for comforter = 0.1362 (npos=32) +AP for outlet = 0.1324 (npos=73) +AP for stems = 0.0934 (npos=16) +AP for valley = 0.1288 (npos=11) +AP for flag = 0.1591 (npos=267) +AP for jockey = 0.0465 (npos=12) +AP for gravel = 0.0698 (npos=96) +AP for mouth = 0.0996 (npos=342) +AP for window = 0.1133 (npos=3,009) +AP for bridge = 0.1657 (npos=107) +AP for corn = 0.1306 (npos=12) +AP for mountains = 0.1243 (npos=101) +AP for beer = 0.1894 (npos=53) +AP for pitcher's mound = 0.3349 (npos=6) +AP for palm tree = 0.0740 (npos=34) +AP for crowd = 0.0878 (npos=49) +AP for skis = 0.1611 (npos=155) +AP for phone = 0.1519 (npos=237) +AP for banana bunch = 0.1590 (npos=11) +AP for tennis shoe = 0.0631 (npos=36) +AP for ground = 0.0896 (npos=1,871) +AP for carpet = 0.1579 (npos=116) +AP for eye = 0.1101 (npos=772) +AP for urn = 0.1800 (npos=5) +AP for beak = 0.1685 (npos=126) +AP for giraffe head = 0.0662 (npos=3) +AP for steeple = 0.1685 (npos=24) +AP for mattress = 0.1805 (npos=12) +AP for baseball player = 0.1124 (npos=62) +AP for wine = 0.1108 (npos=59) +AP for water bottle = 0.0732 (npos=26) +AP for kitten = 0.2680 (npos=23) +AP for archway = 0.2556 (npos=19) +AP for candle = 0.1044 (npos=104) +AP for croissant = 0.1727 (npos=7) +AP for tennis ball = 0.1009 (npos=54) +AP for dress = 0.1890 (npos=178) +AP for column = 0.1309 (npos=54) +AP for utensils = 0.0754 (npos=21) +AP for cell phone = 0.1031 (npos=104) +AP for computer mouse = 0.1114 (npos=11) +AP for cap = 0.0974 (npos=316) +AP for lawn = 0.0896 (npos=27) +AP for airplanes = 0.0275 (npos=4) +AP for carriage = 0.1034 (npos=16) +AP for snout = 0.1497 (npos=29) +AP for cabinets = 0.0804 (npos=78) +AP for lemons = 0.1667 (npos=6) +AP for grill = 0.1310 (npos=37) +AP for umbrellas = 0.0932 (npos=56) +AP for meat = 0.1161 (npos=105) +AP for wagon = 0.1267 (npos=10) +AP for ipod = 0.1857 (npos=14) +AP for bookshelf = 0.1045 (npos=32) +AP for cart = 0.1112 (npos=57) +AP for roof = 0.1059 (npos=338) +AP for hay = 0.0647 (npos=45) +AP for ski pants = 0.1374 (npos=13) +AP for seat = 0.1311 (npos=261) +AP for mane = 0.1762 (npos=91) +AP for bikes = 0.0633 (npos=36) +AP for drawer = 0.1798 (npos=106) +AP for game = 0.0912 (npos=37) +AP for clock face = 0.0824 (npos=21) +AP for boys = 0.1534 (npos=26) +AP for rider = 0.1109 (npos=54) +AP for fire escape = 0.0878 (npos=6) +AP for slope = 0.0528 (npos=73) +AP for iphone = 0.2111 (npos=3) +AP for pumpkin = 0.2500 (npos=1) +AP for pan = 0.1282 (npos=68) +AP for chopsticks = 0.1667 (npos=6) +AP for hill = 0.1021 (npos=216) +AP for uniforms = 0.0357 (npos=4) +AP for cleat = 0.0250 (npos=17) +AP for costume = 0.1631 (npos=19) +AP for cabin = 0.0900 (npos=18) +AP for police officer = 0.2258 (npos=6) +AP for ears = 0.1087 (npos=135) +AP for egg = 0.1634 (npos=41) +AP for trash can = 0.1496 (npos=66) +AP for horn = 0.1304 (npos=95) +AP for arrow = 0.1238 (npos=143) +AP for toothbrush = 0.1143 (npos=56) +AP for carrot = 0.1887 (npos=123) +AP for banana = 0.1189 (npos=378) +AP for planes = 0.2252 (npos=26) +AP for garden = 0.1098 (npos=18) +AP for forest = 0.0586 (npos=58) +AP for brocolli = 0.1700 (npos=10) +AP for aircraft = 0.0455 (npos=41) +AP for front window = 0.0329 (npos=7) +AP for dashboard = 0.0874 (npos=7) +AP for statue = 0.1260 (npos=98) +AP for saucer = 0.2033 (npos=26) +AP for people = 0.1027 (npos=1,104) +AP for silverware = 0.1322 (npos=15) +AP for fruit = 0.0915 (npos=231) +AP for drain = 0.1675 (npos=40) +AP for jet = 0.0703 (npos=63) +AP for speaker = 0.1625 (npos=57) +AP for eyes = 0.1187 (npos=240) +AP for railway = 0.0203 (npos=7) +AP for lid = 0.1173 (npos=128) +AP for soap = 0.1160 (npos=30) +AP for rocks = 0.0785 (npos=238) +AP for office chair = 0.0667 (npos=1) +AP for door knob = 0.0553 (npos=19) +AP for banana peel = 0.0075 (npos=2) +AP for baseball game = 0.0906 (npos=12) +AP for asparagus = 0.0025 (npos=7) +AP for spoon = 0.1619 (npos=118) +AP for cabinet door = 0.0107 (npos=2) +AP for pineapple = 0.2132 (npos=14) +AP for traffic cone = 0.0643 (npos=7) +AP for nightstand = 0.1517 (npos=34) +AP for teapot = 0.0494 (npos=7) +AP for taxi = 0.0434 (npos=4) +AP for chimney = 0.0336 (npos=44) +AP for lake = 0.1246 (npos=48) +AP for suit jacket = 0.0925 (npos=6) +AP for train engine = 0.1589 (npos=22) +AP for ball = 0.0964 (npos=237) +AP for wrist band = 0.1015 (npos=27) +AP for pickle = 0.1700 (npos=22) +AP for fruits = 0.0459 (npos=24) +AP for pad = 0.0314 (npos=38) +AP for dispenser = 0.0483 (npos=31) +AP for bridle = 0.0870 (npos=22) +AP for breast = 0.0631 (npos=9) +AP for cones = 0.0826 (npos=9) +AP for headlight = 0.1012 (npos=221) +AP for necktie = 0.0160 (npos=29) +AP for skater = 0.0969 (npos=41) +AP for toilet paper = 0.1631 (npos=48) +AP for skyscraper = 0.0404 (npos=16) +AP for telephone = 0.0722 (npos=16) +AP for ox = 0.1488 (npos=4) +AP for roadway = 0.0695 (npos=16) +AP for sock = 0.1145 (npos=141) +AP for paddle = 0.0849 (npos=31) +AP for dishes = 0.1070 (npos=22) +AP for hills = 0.1271 (npos=41) +AP for street sign = 0.0533 (npos=91) +AP for headlights = 0.0173 (npos=83) +AP for benches = 0.0287 (npos=26) +AP for fuselage = 0.0063 (npos=2) +AP for card = 0.3102 (npos=7) +AP for napkins = 0.1234 (npos=17) +AP for bush = 0.0803 (npos=256) +AP for rice = 0.1962 (npos=25) +AP for computer screen = 0.1580 (npos=14) +AP for spokes = 0.1483 (npos=24) +AP for flowers = 0.0919 (npos=367) +AP for bucket = 0.0853 (npos=49) +AP for rock = 0.0635 (npos=404) +AP for pole = 0.1013 (npos=1,458) +AP for pear = 0.1727 (npos=19) +AP for sauce = 0.0465 (npos=88) +AP for store = 0.1059 (npos=51) +AP for juice = 0.0545 (npos=26) +AP for knobs = 0.0859 (npos=34) +AP for mustard = 0.1669 (npos=35) +AP for ski = 0.0699 (npos=87) +AP for stands = 0.0592 (npos=38) +AP for cabinet = 0.1124 (npos=253) +AP for dirt = 0.0716 (npos=295) +AP for goats = 0.0833 (npos=6) +AP for wine glass = 0.1564 (npos=35) +AP for spectators = 0.1451 (npos=54) +AP for crate = 0.0673 (npos=57) +AP for pancakes = 0.1667 (npos=3) +AP for kids = 0.0969 (npos=27) +AP for engines = 0.0568 (npos=11) +AP for shade = 0.0904 (npos=92) +AP for feeder = 0.1030 (npos=5) +AP for cellphone = 0.0388 (npos=73) +AP for pepper = 0.0719 (npos=62) +AP for blanket = 0.1157 (npos=173) +AP for sunglasses = 0.1140 (npos=213) +AP for train car = 0.0995 (npos=50) +AP for magnet = 0.0508 (npos=15) +AP for donuts = 0.1349 (npos=42) +AP for sweater = 0.0736 (npos=125) +AP for signal = 0.0293 (npos=49) +AP for advertisement = 0.0806 (npos=69) +AP for log = 0.1803 (npos=72) +AP for vent = 0.1264 (npos=52) +AP for whiskers = 0.0621 (npos=64) +AP for adult = 0.0258 (npos=17) +AP for arch = 0.0198 (npos=23) +AP for locomotive = 0.1190 (npos=15) +AP for tennis match = 0.0444 (npos=5) +AP for tent = 0.1117 (npos=60) +AP for motorbike = 0.0573 (npos=28) +AP for magnets = 0.0858 (npos=28) +AP for night = 0.0255 (npos=7) +AP for marina = 0.0748 (npos=13) +AP for wool = 0.0455 (npos=27) +AP for vest = 0.1280 (npos=129) +AP for railroad tracks = 0.0391 (npos=5) +AP for stuffed bear = 0.0393 (npos=7) +AP for moustache = 0.0331 (npos=9) +AP for bib = 0.0356 (npos=7) +AP for frame = 0.0646 (npos=232) +AP for snow pants = 0.1890 (npos=6) +AP for tank = 0.1259 (npos=62) +AP for undershirt = 0.0000 (npos=8) +AP for icons = 0.0250 (npos=4) +AP for neck tie = 0.0190 (npos=7) +AP for beams = 0.0108 (npos=9) +AP for baseball bat = 0.1946 (npos=25) +AP for safety cone = 0.0455 (npos=2) +AP for paper towel = 0.0332 (npos=6) +AP for bedspread = 0.0834 (npos=19) +AP for can = 0.1031 (npos=96) +AP for container = 0.0844 (npos=196) +AP for flower = 0.0889 (npos=499) +AP for vehicle = 0.0616 (npos=195) +AP for tomatoes = 0.0843 (npos=27) +AP for back wheel = 0.1236 (npos=19) +AP for soccer field = 0.1548 (npos=4) +AP for nostril = 0.0193 (npos=19) +AP for suv = 0.0755 (npos=51) +AP for buildings = 0.0521 (npos=129) +AP for canopy = 0.0403 (npos=33) +AP for flame = 0.1059 (npos=17) +AP for kid = 0.0590 (npos=119) +AP for baseball = 0.0459 (npos=66) +AP for throw pillow = 0.0504 (npos=8) +AP for belt = 0.0897 (npos=116) +AP for rainbow = 0.0720 (npos=17) +AP for lemon = 0.1367 (npos=20) +AP for oven door = 0.0303 (npos=11) +AP for tag = 0.0728 (npos=159) +AP for books = 0.1198 (npos=90) +AP for monument = 0.0856 (npos=9) +AP for men = 0.0857 (npos=157) +AP for shadow = 0.0889 (npos=662) +AP for bicycles = 0.0656 (npos=17) +AP for cars = 0.0749 (npos=129) +AP for lamp shade = 0.1375 (npos=16) +AP for pine tree = 0.0372 (npos=17) +AP for bouquet = 0.1815 (npos=7) +AP for toothpaste = 0.0654 (npos=12) +AP for potato = 0.0364 (npos=24) +AP for sinks = 0.2078 (npos=14) +AP for hook = 0.0965 (npos=21) +AP for switch = 0.0416 (npos=32) +AP for lamp post = 0.0313 (npos=33) +AP for lapel = 0.0104 (npos=4) +AP for desert = 0.0417 (npos=5) +AP for knob = 0.0757 (npos=217) +AP for chairs = 0.0758 (npos=65) +AP for pasta = 0.0289 (npos=11) +AP for feathers = 0.0355 (npos=71) +AP for hole = 0.0674 (npos=106) +AP for meal = 0.0474 (npos=28) +AP for station wagon = 0.1730 (npos=3) +AP for kites = 0.1001 (npos=46) +AP for boots = 0.0901 (npos=86) +AP for baby = 0.0943 (npos=80) +AP for biker = 0.1209 (npos=14) +AP for gate = 0.0615 (npos=89) +AP for signal light = 0.0111 (npos=7) +AP for headphones = 0.0697 (npos=19) +AP for goat = 0.1070 (npos=34) +AP for waves = 0.0707 (npos=194) +AP for bumper = 0.0582 (npos=65) +AP for bud = 0.0963 (npos=10) +AP for logo = 0.0843 (npos=379) +AP for curtains = 0.1293 (npos=59) +AP for american flag = 0.0963 (npos=16) +AP for yacht = 0.0833 (npos=1) +AP for box = 0.0969 (npos=372) +AP for baseball cap = 0.0387 (npos=26) +AP for fries = 0.0326 (npos=19) +AP for controller = 0.0893 (npos=57) +AP for awning = 0.1844 (npos=69) +AP for path = 0.0294 (npos=77) +AP for front legs = 0.0128 (npos=10) +AP for life jacket = 0.1667 (npos=7) +AP for purse = 0.0837 (npos=90) +AP for outfield = 0.0981 (npos=8) +AP for pigeon = 0.3069 (npos=18) +AP for toddler = 0.1106 (npos=16) +AP for beard = 0.1268 (npos=73) +AP for thumb = 0.0611 (npos=48) +AP for water tank = 0.0119 (npos=4) +AP for board = 0.0611 (npos=297) +AP for parade = 0.2397 (npos=7) +AP for robe = 0.1251 (npos=16) +AP for newspaper = 0.1259 (npos=34) +AP for wires = 0.0200 (npos=93) +AP for camera = 0.1182 (npos=139) +AP for pastries = 0.0591 (npos=3) +AP for deck = 0.0270 (npos=21) +AP for watermelon = 0.0588 (npos=21) +AP for clouds = 0.0459 (npos=1,042) +AP for deer = 0.2609 (npos=6) +AP for motorcyclist = 0.0319 (npos=18) +AP for kneepad = 0.0312 (npos=4) +AP for sneakers = 0.0467 (npos=73) +AP for women = 0.0429 (npos=33) +AP for onions = 0.0879 (npos=27) +AP for eyebrow = 0.1013 (npos=35) +AP for gas station = 0.1238 (npos=5) +AP for vane = 0.0095 (npos=5) +AP for girls = 0.0947 (npos=8) +AP for trash = 0.0988 (npos=35) +AP for numerals = 0.0406 (npos=27) +AP for knife = 0.1559 (npos=168) +AP for tags = 0.0255 (npos=12) +AP for light = 0.0530 (npos=1,282) +AP for bunch = 0.0622 (npos=24) +AP for outfit = 0.0650 (npos=56) +AP for groom = 0.2923 (npos=5) +AP for infield = 0.0366 (npos=6) +AP for frosting = 0.1002 (npos=31) +AP for forks = 0.0758 (npos=10) +AP for entertainment center = 0.1056 (npos=8) +AP for stuffed animal = 0.0523 (npos=23) +AP for yard = 0.0526 (npos=33) +AP for numeral = 0.0658 (npos=32) +AP for ladder = 0.0846 (npos=43) +AP for shoes = 0.0720 (npos=313) +AP for bracelet = 0.0616 (npos=83) +AP for teeth = 0.0804 (npos=50) +AP for guy = 0.0385 (npos=191) +AP for display case = 0.0495 (npos=5) +AP for cushion = 0.0476 (npos=57) +AP for post = 0.0517 (npos=404) +AP for pathway = 0.0102 (npos=10) +AP for tablecloth = 0.0701 (npos=45) +AP for skiers = 0.0698 (npos=37) +AP for trouser = 0.0069 (npos=15) +AP for cloud = 0.0709 (npos=663) +AP for hands = 0.0629 (npos=198) +AP for produce = 0.0208 (npos=24) +AP for beam = 0.0943 (npos=22) +AP for ketchup = 0.1369 (npos=27) +AP for paw = 0.0858 (npos=124) +AP for dish = 0.0845 (npos=105) +AP for raft = 0.1478 (npos=14) +AP for crosswalk = 0.0875 (npos=51) +AP for front wheel = 0.0473 (npos=27) +AP for toast = 0.0615 (npos=19) +AP for cattle = 0.0760 (npos=12) +AP for players = 0.0697 (npos=45) +AP for group = 0.0494 (npos=70) +AP for coffee pot = 0.0632 (npos=12) +AP for track = 0.0476 (npos=237) +AP for cowboy hat = 0.0940 (npos=12) +AP for petal = 0.0362 (npos=50) +AP for eyeglasses = 0.0535 (npos=44) +AP for handle = 0.0699 (npos=556) +AP for table cloth = 0.1247 (npos=29) +AP for jets = 0.0533 (npos=15) +AP for shakers = 0.1667 (npos=6) +AP for remote = 0.0866 (npos=55) +AP for snowsuit = 0.1112 (npos=5) +AP for bushes = 0.0682 (npos=182) +AP for dessert = 0.1094 (npos=32) +AP for leg = 0.0618 (npos=942) +AP for eagle = 0.0417 (npos=6) +AP for fire truck = 0.2990 (npos=14) +AP for game controller = 0.0363 (npos=12) +AP for smartphone = 0.0525 (npos=8) +AP for backsplash = 0.0362 (npos=6) +AP for trains = 0.0872 (npos=12) +AP for shore = 0.0185 (npos=85) +AP for signs = 0.0470 (npos=84) +AP for bell = 0.0294 (npos=12) +AP for cupboards = 0.0750 (npos=3) +AP for sweat band = 0.0064 (npos=4) +AP for sack = 0.0067 (npos=6) +AP for ankle = 0.0000 (npos=8) +AP for coin slot = 0.7500 (npos=4) +AP for bagel = 0.0160 (npos=9) +AP for masts = 0.3333 (npos=2) +AP for police = 0.1250 (npos=2) +AP for drawing = 0.0027 (npos=12) +AP for biscuit = 0.0185 (npos=2) +AP for toy = 0.0418 (npos=39) +AP for legs = 0.0563 (npos=335) +AP for pavement = 0.0529 (npos=140) +AP for outside = 0.0054 (npos=26) +AP for wheels = 0.0559 (npos=181) +AP for driver = 0.1247 (npos=20) +AP for numbers = 0.0606 (npos=95) +AP for blazer = 0.0445 (npos=9) +AP for pen = 0.0413 (npos=56) +AP for cabbage = 0.4702 (npos=7) +AP for trucks = 0.2874 (npos=7) +AP for key = 0.0627 (npos=126) +AP for saddle = 0.0829 (npos=28) +AP for pillow case = 0.0784 (npos=7) +AP for goose = 0.1308 (npos=16) +AP for label = 0.0377 (npos=69) +AP for boulder = 0.0324 (npos=22) +AP for pajamas = 0.1589 (npos=9) +AP for wrist = 0.0445 (npos=148) +AP for shelf = 0.0527 (npos=326) +AP for cross = 0.0677 (npos=31) +AP for coffee cup = 0.1134 (npos=7) +AP for foliage = 0.0119 (npos=32) +AP for lot = 0.0377 (npos=28) +AP for fry = 0.0902 (npos=21) +AP for air = 0.0377 (npos=145) +AP for officer = 0.1372 (npos=6) +AP for pepperoni = 0.0247 (npos=44) +AP for cheese = 0.0464 (npos=128) +AP for lady = 0.0465 (npos=196) +AP for kickstand = 0.0786 (npos=10) +AP for counter top = 0.0333 (npos=37) +AP for veggies = 0.0071 (npos=19) +AP for baseball uniform = 0.0621 (npos=8) +AP for book shelf = 0.0964 (npos=11) +AP for bags = 0.0376 (npos=38) +AP for pickles = 0.0283 (npos=13) +AP for stand = 0.0502 (npos=103) +AP for netting = 0.0440 (npos=15) +AP for lettuce = 0.0536 (npos=42) +AP for facial hair = 0.1915 (npos=12) +AP for lime = 0.1244 (npos=14) +AP for animals = 0.0481 (npos=73) +AP for drape = 0.0063 (npos=2) +AP for boot = 0.0906 (npos=81) +AP for railing = 0.0617 (npos=165) +AP for end table = 0.0708 (npos=11) +AP for shin guards = 0.2236 (npos=9) +AP for steps = 0.0383 (npos=55) +AP for trashcan = 0.0987 (npos=20) +AP for tusk = 0.1094 (npos=62) +AP for head light = 0.0173 (npos=17) +AP for walkway = 0.0468 (npos=64) +AP for cockpit = 0.0620 (npos=52) +AP for tennis net = 0.0528 (npos=8) +AP for animal = 0.0381 (npos=220) +AP for boardwalk = 0.0143 (npos=7) +AP for keypad = 0.0313 (npos=4) +AP for bookcase = 0.0873 (npos=17) +AP for blueberry = 0.1786 (npos=7) +AP for trash bag = 0.0526 (npos=4) +AP for ski poles = 0.0614 (npos=29) +AP for parking lot = 0.0415 (npos=60) +AP for gas tank = 0.0351 (npos=6) +AP for beds = 0.0024 (npos=4) +AP for fan = 0.1385 (npos=40) +AP for base = 0.0537 (npos=101) +AP for soap dispenser = 0.0660 (npos=17) +AP for banner = 0.0710 (npos=83) +AP for life vest = 0.1623 (npos=4) +AP for train front = 0.0479 (npos=6) +AP for word = 0.0367 (npos=130) +AP for cab = 0.0417 (npos=25) +AP for liquid = 0.0376 (npos=47) +AP for exhaust pipe = 0.0719 (npos=14) +AP for sneaker = 0.0406 (npos=69) +AP for light fixture = 0.0677 (npos=36) +AP for power lines = 0.0433 (npos=29) +AP for curb = 0.0493 (npos=151) +AP for scene = 0.0165 (npos=88) +AP for buttons = 0.0553 (npos=59) +AP for roman numerals = 0.0385 (npos=27) +AP for muzzle = 0.0244 (npos=19) +AP for sticker = 0.0416 (npos=125) +AP for bacon = 0.0884 (npos=27) +AP for pizzas = 0.0599 (npos=7) +AP for paper = 0.0484 (npos=221) +AP for feet = 0.0371 (npos=173) +AP for stairs = 0.0502 (npos=68) +AP for triangle = 0.0268 (npos=11) +AP for plants = 0.0350 (npos=132) +AP for rope = 0.0552 (npos=81) +AP for beans = 0.1906 (npos=27) +AP for brim = 0.0703 (npos=14) +AP for beverage = 0.0219 (npos=16) +AP for letters = 0.0357 (npos=262) +AP for soda = 0.0505 (npos=15) +AP for menu = 0.0643 (npos=19) +AP for finger = 0.0712 (npos=169) +AP for dvds = 0.0083 (npos=8) +AP for candles = 0.1218 (npos=24) +AP for picnic table = 0.0278 (npos=15) +AP for wine bottle = 0.0150 (npos=20) +AP for pencil = 0.0053 (npos=10) +AP for tree trunk = 0.0557 (npos=59) +AP for nail = 0.1340 (npos=32) +AP for mantle = 0.2272 (npos=12) +AP for countertop = 0.0780 (npos=39) +AP for view = 0.0376 (npos=11) +AP for line = 0.0554 (npos=653) +AP for motor bike = 0.0359 (npos=6) +AP for audience = 0.1608 (npos=9) +AP for traffic sign = 0.0083 (npos=21) +AP for arm = 0.0464 (npos=479) +AP for pedestrian = 0.0040 (npos=11) +AP for stabilizer = 0.0099 (npos=6) +AP for dock = 0.0435 (npos=55) +AP for doorway = 0.0556 (npos=78) +AP for bedding = 0.0049 (npos=7) +AP for end = 0.0077 (npos=33) +AP for worker = 0.0943 (npos=12) +AP for canal = 0.0294 (npos=2) +AP for crane = 0.1712 (npos=27) +AP for grate = 0.0285 (npos=18) +AP for little girl = 0.1071 (npos=7) +AP for rims = 0.0031 (npos=9) +AP for passenger car = 0.1111 (npos=3) +AP for plates = 0.0627 (npos=47) +AP for background = 0.0378 (npos=312) +AP for peel = 0.1388 (npos=12) +AP for brake light = 0.0320 (npos=19) +AP for roman numeral = 0.0330 (npos=33) +AP for string = 0.0318 (npos=87) +AP for tines = 0.1228 (npos=6) +AP for turf = 0.0418 (npos=9) +AP for armrest = 0.0010 (npos=11) +AP for shower head = 0.0282 (npos=10) +AP for leash = 0.0754 (npos=45) +AP for stones = 0.0022 (npos=35) +AP for stoplight = 0.0298 (npos=21) +AP for handle bars = 0.0099 (npos=15) +AP for front = 0.0373 (npos=107) +AP for scarf = 0.0821 (npos=80) +AP for band = 0.0312 (npos=67) +AP for jean = 0.0091 (npos=6) +AP for tennis = 0.0356 (npos=32) +AP for pile = 0.0310 (npos=32) +AP for doorknob = 0.0290 (npos=13) +AP for foot = 0.0389 (npos=308) +AP for houses = 0.0371 (npos=39) +AP for windows = 0.0477 (npos=467) +AP for restaurant = 0.0703 (npos=22) +AP for booth = 0.0193 (npos=5) +AP for cardboard box = 0.0653 (npos=13) +AP for fingers = 0.0524 (npos=63) +AP for mountain range = 0.0798 (npos=12) +AP for bleachers = 0.0479 (npos=16) +AP for rail = 0.0383 (npos=95) +AP for pastry = 0.0436 (npos=32) +AP for canoe = 0.0952 (npos=11) +AP for sun = 0.0923 (npos=67) +AP for eye glasses = 0.1408 (npos=10) +AP for salt shaker = 0.0352 (npos=11) +AP for number = 0.0336 (npos=373) +AP for fish = 0.0311 (npos=10) +AP for knee pad = 0.0965 (npos=18) +AP for fur = 0.0220 (npos=143) +AP for she = 0.0077 (npos=25) +AP for shower door = 0.0745 (npos=3) +AP for rod = 0.0371 (npos=39) +AP for branches = 0.0387 (npos=134) +AP for birds = 0.1131 (npos=63) +AP for printer = 0.3409 (npos=8) +AP for sunset = 0.0525 (npos=7) +AP for median = 0.1043 (npos=14) +AP for shutter = 0.0733 (npos=25) +AP for slice = 0.0317 (npos=69) +AP for heater = 0.1442 (npos=8) +AP for prongs = 0.0210 (npos=8) +AP for bathing suit = 0.1839 (npos=7) +AP for skiier = 0.0139 (npos=13) +AP for rack = 0.0572 (npos=95) +AP for book = 0.0392 (npos=234) +AP for blade = 0.0997 (npos=34) +AP for apartment = 0.0031 (npos=2) +AP for manhole cover = 0.0525 (npos=8) +AP for stools = 0.5172 (npos=2) +AP for overhang = 0.0583 (npos=5) +AP for door handle = 0.0127 (npos=23) +AP for couple = 0.0338 (npos=46) +AP for picture frame = 0.0282 (npos=5) +AP for chicken = 0.0459 (npos=35) +AP for planter = 0.0381 (npos=43) +AP for seats = 0.0126 (npos=35) +AP for hour hand = 0.0395 (npos=13) +AP for dvd player = 0.0000 (npos=4) +AP for ski slope = 0.0179 (npos=15) +AP for french fry = 0.0836 (npos=20) +AP for bowls = 0.1690 (npos=16) +AP for top = 0.0201 (npos=313) +AP for landing gear = 0.0052 (npos=32) +AP for coffee maker = 0.3304 (npos=8) +AP for melon = 0.0152 (npos=2) +AP for computers = 0.0312 (npos=4) +AP for light switch = 0.1095 (npos=23) +AP for jar = 0.0851 (npos=37) +AP for tv stand = 0.0089 (npos=2) +AP for overalls = 0.0151 (npos=10) +AP for garage = 0.0544 (npos=14) +AP for tabletop = 0.0095 (npos=15) +AP for writing = 0.0302 (npos=277) +AP for doors = 0.0433 (npos=62) +AP for stadium = 0.2118 (npos=16) +AP for placemat = 0.1274 (npos=13) +AP for air vent = 0.2280 (npos=6) +AP for trick = 0.0222 (npos=8) +AP for sled = 0.0708 (npos=18) +AP for mast = 0.1440 (npos=16) +AP for pond = 0.0050 (npos=58) +AP for steering wheel = 0.0833 (npos=25) +AP for baseball glove = 0.0748 (npos=9) +AP for watermark = 0.0661 (npos=8) +AP for pie = 0.0548 (npos=25) +AP for sandwhich = 0.0264 (npos=14) +AP for cpu = 0.0631 (npos=6) +AP for mushroom = 0.0670 (npos=18) +AP for power pole = 0.0267 (npos=11) +AP for dirt road = 0.3036 (npos=4) +AP for handles = 0.0199 (npos=71) +AP for speakers = 0.0530 (npos=13) +AP for fender = 0.0630 (npos=24) +AP for telephone pole = 0.0454 (npos=27) +AP for strawberry = 0.1010 (npos=33) +AP for mask = 0.0873 (npos=42) +AP for children = 0.0548 (npos=36) +AP for crust = 0.0239 (npos=60) +AP for art = 0.0285 (npos=10) +AP for rim = 0.0213 (npos=60) +AP for branch = 0.0277 (npos=239) +AP for display = 0.0548 (npos=60) +AP for grasses = 0.0277 (npos=11) +AP for photo = 0.0384 (npos=124) +AP for receipt = 0.1667 (npos=9) +AP for instructions = 0.0833 (npos=3) +AP for herbs = 0.0000 (npos=9) +AP for toys = 0.0355 (npos=16) +AP for handlebars = 0.0391 (npos=25) +AP for trailer = 0.0231 (npos=30) +AP for sandal = 0.0644 (npos=28) +AP for skull = 0.1124 (npos=11) +AP for hangar = 0.0500 (npos=5) +AP for pipe = 0.0749 (npos=86) +AP for office = 0.0324 (npos=5) +AP for chest = 0.0157 (npos=55) +AP for lamps = 0.1156 (npos=9) +AP for horizon = 0.0073 (npos=36) +AP for calendar = 0.3194 (npos=6) +AP for foam = 0.0171 (npos=54) +AP for stone = 0.0136 (npos=136) +AP for bars = 0.0755 (npos=34) +AP for button = 0.0378 (npos=231) +AP for poles = 0.0174 (npos=137) +AP for heart = 0.0550 (npos=39) +AP for hose = 0.0979 (npos=33) +AP for jet engine = 0.0169 (npos=1) +AP for potatoes = 0.1972 (npos=19) +AP for rain = 0.0290 (npos=21) +AP for magazine = 0.0617 (npos=27) +AP for chain = 0.0494 (npos=64) +AP for footboard = 0.1886 (npos=5) +AP for tee shirt = 0.0319 (npos=22) +AP for design = 0.0202 (npos=153) +AP for walls = 0.0580 (npos=44) +AP for copyright = 0.0181 (npos=4) +AP for pictures = 0.0299 (npos=25) +AP for pillar = 0.0327 (npos=58) +AP for drink = 0.0555 (npos=30) +AP for barrier = 0.0169 (npos=41) +AP for boxes = 0.0316 (npos=44) +AP for chocolate = 0.0309 (npos=20) +AP for chef = 0.0833 (npos=4) +AP for slot = 0.2175 (npos=9) +AP for sweatpants = 0.2083 (npos=4) +AP for face mask = 0.0364 (npos=13) +AP for icing = 0.0237 (npos=30) +AP for wipers = 0.0227 (npos=24) +AP for circle = 0.0245 (npos=84) +AP for bin = 0.0184 (npos=28) +AP for kitty = 0.0363 (npos=4) +AP for electronics = 0.0120 (npos=12) +AP for wild = 0.0294 (npos=7) +AP for tiles = 0.0130 (npos=102) +AP for steam = 0.1079 (npos=12) +AP for lettering = 0.0140 (npos=153) +AP for bathroom sink = 0.0446 (npos=8) +AP for laptop computer = 0.0101 (npos=4) +AP for cherry = 0.0000 (npos=19) +AP for spire = 0.0108 (npos=9) +AP for conductor = 0.1354 (npos=7) +AP for sheet = 0.0550 (npos=40) +AP for slab = 0.0237 (npos=10) +AP for windshield wipers = 0.0238 (npos=8) +AP for storefront = 0.0394 (npos=10) +AP for hill side = 0.0100 (npos=10) +AP for spatula = 0.1572 (npos=19) +AP for tail light = 0.0382 (npos=47) +AP for bean = 0.0305 (npos=39) +AP for wire = 0.0188 (npos=103) +AP for intersection = 0.0125 (npos=19) +AP for pier = 0.0807 (npos=31) +AP for snow board = 0.0350 (npos=8) +AP for trunks = 0.0381 (npos=28) +AP for website = 0.0833 (npos=4) +AP for bolt = 0.0219 (npos=76) +AP for kayak = 0.0027 (npos=3) +AP for nuts = 0.1652 (npos=12) +AP for holder = 0.0199 (npos=55) +AP for turbine = 0.0526 (npos=9) +AP for stop light = 0.0125 (npos=21) +AP for olives = 0.0332 (npos=5) +AP for ball cap = 0.0172 (npos=2) +AP for burger = 0.0184 (npos=7) +AP for barrel = 0.0567 (npos=22) +AP for fans = 0.0067 (npos=23) +AP for beanie = 0.0134 (npos=7) +AP for stem = 0.0301 (npos=156) +AP for lines = 0.0276 (npos=255) +AP for traffic signal = 0.0201 (npos=40) +AP for sweatshirt = 0.0383 (npos=39) +AP for handbag = 0.0135 (npos=23) +AP for mulch = 0.0287 (npos=11) +AP for socks = 0.0759 (npos=109) +AP for landscape = 0.0207 (npos=12) +AP for soda can = 0.1157 (npos=13) +AP for shelves = 0.0954 (npos=32) +AP for ski lift = 0.0788 (npos=21) +AP for cord = 0.0183 (npos=122) +AP for vegetable = 0.0218 (npos=88) +AP for apron = 0.0754 (npos=33) +AP for blind = 0.0135 (npos=17) +AP for bracelets = 0.0327 (npos=15) +AP for stickers = 0.0175 (npos=12) +AP for traffic = 0.0163 (npos=9) +AP for strip = 0.0020 (npos=32) +AP for tennis shoes = 0.0093 (npos=16) +AP for swim trunks = 0.0150 (npos=9) +AP for hillside = 0.0177 (npos=47) +AP for sandals = 0.0493 (npos=40) +AP for concrete = 0.0115 (npos=61) +AP for lips = 0.0839 (npos=28) +AP for butter knife = 0.0127 (npos=6) +AP for words = 0.0238 (npos=85) +AP for leaves = 0.0237 (npos=900) +AP for train cars = 0.0023 (npos=6) +AP for spoke = 0.0022 (npos=17) +AP for cereal = 0.0707 (npos=6) +AP for pine trees = 0.0167 (npos=4) +AP for cooler = 0.0791 (npos=17) +AP for bangs = 0.0653 (npos=19) +AP for half = 0.0023 (npos=3) +AP for sheets = 0.1195 (npos=18) +AP for figurine = 0.0139 (npos=15) +AP for park bench = 0.0712 (npos=11) +AP for stack = 0.0297 (npos=26) +AP for second floor = 0.0222 (npos=3) +AP for motor = 0.0250 (npos=10) +AP for hand towel = 0.0375 (npos=3) +AP for wristwatch = 0.0131 (npos=12) +AP for spectator = 0.0076 (npos=42) +AP for tissues = 0.2213 (npos=13) +AP for flip flops = 0.0512 (npos=11) +AP for quilt = 0.1358 (npos=13) +AP for floret = 0.0067 (npos=3) +AP for calf = 0.0161 (npos=14) +AP for back pack = 0.0093 (npos=6) +AP for grapes = 0.0381 (npos=25) +AP for ski tracks = 0.0005 (npos=7) +AP for skin = 0.0080 (npos=34) +AP for bow = 0.0424 (npos=26) +AP for controls = 0.1375 (npos=8) +AP for dinner = 0.0207 (npos=11) +AP for baseball players = 0.2188 (npos=5) +AP for ad = 0.0257 (npos=17) +AP for ribbon = 0.0588 (npos=60) +AP for hotel = 0.0135 (npos=11) +AP for sea = 0.0271 (npos=43) +AP for cover = 0.0235 (npos=97) +AP for tarp = 0.0381 (npos=24) +AP for weather = 0.0017 (npos=4) +AP for notebook = 0.0522 (npos=13) +AP for mustache = 0.0136 (npos=27) +AP for stone wall = 0.0800 (npos=7) +AP for closet = 0.1543 (npos=17) +AP for statues = 0.0047 (npos=7) +AP for bank = 0.0077 (npos=12) +AP for skateboards = 0.0833 (npos=4) +AP for butter = 0.0012 (npos=9) +AP for dress shirt = 0.0280 (npos=8) +AP for knee = 0.0038 (npos=80) +AP for wood = 0.0109 (npos=132) +AP for laptops = 0.0067 (npos=10) +AP for cuff = 0.0655 (npos=12) +AP for hubcap = 0.1469 (npos=13) +AP for wings = 0.0495 (npos=45) +AP for range = 0.0646 (npos=12) +AP for structure = 0.0220 (npos=58) +AP for balls = 0.0110 (npos=7) +AP for tunnel = 0.1032 (npos=15) +AP for globe = 0.0116 (npos=11) +AP for utensil = 0.0518 (npos=42) +AP for dumpster = 0.1956 (npos=6) +AP for cd = 0.0250 (npos=10) +AP for floors = 0.0109 (npos=11) +AP for wrapper = 0.0045 (npos=10) +AP for folder = 0.0000 (npos=5) +AP for pocket = 0.0182 (npos=86) +AP for mother = 0.0105 (npos=9) +AP for ski goggles = 0.0000 (npos=6) +AP for posts = 0.0272 (npos=23) +AP for power line = 0.0035 (npos=24) +AP for wake = 0.0636 (npos=19) +AP for roses = 0.1680 (npos=7) +AP for train track = 0.0119 (npos=15) +AP for reflection = 0.0430 (npos=274) +AP for air conditioner = 0.0038 (npos=15) +AP for referee = 0.0128 (npos=3) +AP for barricade = 0.0128 (npos=12) +AP for baseball mitt = 0.0897 (npos=7) +AP for mouse pad = 0.0417 (npos=9) +AP for garbage can = 0.1042 (npos=15) +AP for buckle = 0.0928 (npos=19) +AP for footprints = 0.0098 (npos=11) +AP for lights = 0.0135 (npos=280) +AP for muffin = 0.0432 (npos=17) +AP for bracket = 0.0010 (npos=13) +AP for plug = 0.0084 (npos=21) +AP for taxi cab = 0.0667 (npos=1) +AP for drinks = 0.0098 (npos=6) +AP for surfers = 0.0210 (npos=11) +AP for arrows = 0.1212 (npos=14) +AP for control panel = 0.0000 (npos=4) +AP for ring = 0.0218 (npos=82) +AP for twigs = 0.0017 (npos=13) +AP for soil = 0.0032 (npos=13) +AP for skies = 0.0028 (npos=41) +AP for clock hand = 0.0124 (npos=8) +AP for caboose = 0.1373 (npos=2) +AP for playground = 0.0319 (npos=3) +AP for mango = 0.0714 (npos=1) +AP for stump = 0.0260 (npos=7) +AP for brick wall = 0.0316 (npos=20) +AP for screw = 0.0161 (npos=39) +AP for minivan = 0.0153 (npos=9) +AP for leaf = 0.0168 (npos=529) +AP for fencing = 0.0098 (npos=32) +AP for ledge = 0.0312 (npos=44) +AP for clothes = 0.0149 (npos=92) +AP for grass field = 0.0119 (npos=6) +AP for plumbing = 0.0264 (npos=7) +AP for blouse = 0.0343 (npos=19) +AP for patch = 0.0152 (npos=126) +AP for scaffolding = 0.1369 (npos=12) +AP for hamburger = 0.2118 (npos=5) +AP for utility pole = 0.0035 (npos=8) +AP for teddy = 0.0330 (npos=7) +AP for rose = 0.0166 (npos=19) +AP for skillet = 0.0670 (npos=8) +AP for cycle = 0.0071 (npos=10) +AP for cable = 0.0175 (npos=43) +AP for gloves = 0.0350 (npos=110) +AP for bark = 0.0069 (npos=37) +AP for decoration = 0.0007 (npos=35) +AP for tables = 0.0030 (npos=19) +AP for palm = 0.0340 (npos=15) +AP for wii = 0.0397 (npos=19) +AP for mountain top = 0.0000 (npos=3) +AP for shrub = 0.0111 (npos=51) +AP for hoof = 0.0051 (npos=112) +AP for celery = 0.0222 (npos=18) +AP for beads = 0.0003 (npos=17) +AP for plaque = 0.0697 (npos=16) +AP for flooring = 0.0114 (npos=21) +AP for surf = 0.0025 (npos=8) +AP for cloth = 0.0120 (npos=102) +AP for passenger = 0.0248 (npos=38) +AP for spot = 0.0212 (npos=315) +AP for plastic = 0.0043 (npos=28) +AP for knives = 0.0095 (npos=15) +AP for case = 0.0208 (npos=54) +AP for railroad = 0.0412 (npos=9) +AP for pony = 0.0673 (npos=13) +AP for muffler = 0.0119 (npos=7) +AP for hot dogs = 0.1992 (npos=8) +AP for stripe = 0.0143 (npos=480) +AP for scale = 0.0390 (npos=14) +AP for block = 0.0420 (npos=30) +AP for recliner = 0.0120 (npos=6) +AP for body = 0.0206 (npos=88) +AP for shades = 0.0222 (npos=16) +AP for tap = 0.0074 (npos=16) +AP for tools = 0.0167 (npos=4) +AP for cupboard = 0.0201 (npos=31) +AP for wallpaper = 0.0681 (npos=15) +AP for sculpture = 0.0323 (npos=25) +AP for surface = 0.0135 (npos=87) +AP for sedan = 0.0079 (npos=10) +AP for distance = 0.0052 (npos=113) +AP for shrubs = 0.0052 (npos=36) +AP for skiis = 0.0052 (npos=10) +AP for lift = 0.0026 (npos=9) +AP for bottom = 0.0013 (npos=71) +AP for cleats = 0.0113 (npos=11) +AP for roll = 0.0547 (npos=17) +AP for clothing = 0.0127 (npos=33) +AP for bed frame = 0.0148 (npos=7) +AP for slacks = 0.0347 (npos=8) +AP for tail lights = 0.0286 (npos=7) +AP for doll = 0.0421 (npos=31) +AP for traffic lights = 0.0211 (npos=5) +AP for symbol = 0.0133 (npos=53) +AP for strings = 0.1135 (npos=20) +AP for fixtures = 0.0000 (npos=7) +AP for short = 0.0117 (npos=18) +AP for paint = 0.0183 (npos=116) +AP for candle holder = 0.0277 (npos=10) +AP for guard rail = 0.0185 (npos=3) +AP for cyclist = 0.0032 (npos=14) +AP for tree branches = 0.0121 (npos=12) +AP for ripples = 0.0065 (npos=105) +AP for gear = 0.0013 (npos=18) +AP for waist = 0.0485 (npos=22) +AP for trash bin = 0.0181 (npos=14) +AP for onion = 0.0359 (npos=93) +AP for home = 0.0047 (npos=16) +AP for side mirror = 0.0428 (npos=21) +AP for brush = 0.0685 (npos=37) +AP for sweatband = 0.0159 (npos=6) +AP for handlebar = 0.0801 (npos=13) +AP for light pole = 0.0224 (npos=28) +AP for street lamp = 0.0131 (npos=21) +AP for pads = 0.0152 (npos=6) +AP for ham = 0.0683 (npos=18) +AP for artwork = 0.0358 (npos=17) +AP for reflector = 0.0894 (npos=15) +AP for figure = 0.0086 (npos=30) +AP for tile = 0.0267 (npos=427) +AP for mountainside = 0.0111 (npos=10) +AP for black = 0.0048 (npos=79) +AP for bricks = 0.0078 (npos=75) +AP for paper plate = 0.0366 (npos=10) +AP for stick = 0.0334 (npos=74) +AP for beef = 0.0159 (npos=7) +AP for patio = 0.0137 (npos=18) +AP for weeds = 0.0146 (npos=78) +AP for back = 0.0170 (npos=181) +AP for sausage = 0.0112 (npos=18) +AP for paws = 0.0869 (npos=26) +AP for farm = 0.0353 (npos=9) +AP for decal = 0.0038 (npos=18) +AP for harness = 0.0257 (npos=15) +AP for monkey = 0.1378 (npos=20) +AP for fence post = 0.0026 (npos=13) +AP for door frame = 0.0731 (npos=7) +AP for stripes = 0.0127 (npos=177) +AP for clocks = 0.0255 (npos=17) +AP for ponytail = 0.0592 (npos=34) +AP for toppings = 0.0061 (npos=19) +AP for strap = 0.0251 (npos=115) +AP for carton = 0.0000 (npos=9) +AP for greens = 0.0234 (npos=27) +AP for chin = 0.0061 (npos=36) +AP for lunch = 0.0099 (npos=4) +AP for name = 0.0202 (npos=75) +AP for earring = 0.0255 (npos=47) +AP for area = 0.0057 (npos=97) +AP for tshirt = 0.0989 (npos=120) +AP for cream = 0.0491 (npos=14) +AP for rails = 0.0045 (npos=25) +AP for cushions = 0.0171 (npos=7) +AP for lanyard = 0.0833 (npos=15) +AP for brick = 0.0012 (npos=218) +AP for hallway = 0.1661 (npos=5) +AP for cucumber = 0.0130 (npos=10) +AP for wire fence = 0.0319 (npos=11) +AP for fern = 0.0096 (npos=1) +AP for tangerine = 0.0034 (npos=2) +AP for windowsill = 0.0142 (npos=4) +AP for pipes = 0.0497 (npos=20) +AP for package = 0.0285 (npos=23) +AP for wheelchair = 0.1667 (npos=6) +AP for chips = 0.0007 (npos=10) +AP for driveway = 0.0025 (npos=13) +AP for tattoo = 0.0215 (npos=27) +AP for side window = 0.0045 (npos=13) +AP for stairway = 0.0046 (npos=12) +AP for basin = 0.0204 (npos=7) +AP for machine = 0.0110 (npos=21) +AP for table lamp = 0.0054 (npos=2) +AP for radio = 0.1402 (npos=4) +AP for pony tail = 0.0166 (npos=7) +AP for ocean water = 0.0020 (npos=5) +AP for inside = 0.0122 (npos=10) +AP for cargo = 0.0177 (npos=12) +AP for overpass = 0.1336 (npos=18) +AP for mat = 0.0402 (npos=37) +AP for socket = 0.0278 (npos=14) +AP for flower pot = 0.0132 (npos=3) +AP for tree line = 0.0366 (npos=10) +AP for sign post = 0.0090 (npos=8) +AP for tube = 0.0112 (npos=20) +AP for dial = 0.0095 (npos=22) +AP for splash = 0.0684 (npos=15) +AP for male = 0.0045 (npos=25) +AP for lantern = 0.0271 (npos=11) +AP for lipstick = 0.0000 (npos=4) +AP for lip = 0.0224 (npos=24) +AP for tongs = 0.0096 (npos=9) +AP for ski suit = 0.0205 (npos=5) +AP for trail = 0.0802 (npos=21) +AP for passenger train = 0.0132 (npos=4) +AP for bandana = 0.1514 (npos=23) +AP for antelope = 0.1667 (npos=2) +AP for designs = 0.0014 (npos=23) +AP for tents = 0.0276 (npos=4) +AP for photograph = 0.0011 (npos=12) +AP for catcher's mitt = 0.0656 (npos=6) +AP for electrical outlet = 0.0320 (npos=7) +AP for tires = 0.0120 (npos=35) +AP for boulders = 0.0014 (npos=4) +AP for mannequin = 0.0041 (npos=28) +AP for plain = 0.0156 (npos=8) +AP for layer = 0.0136 (npos=12) +AP for mushrooms = 0.0019 (npos=8) +AP for strawberries = 0.0068 (npos=7) +AP for piece = 0.0013 (npos=75) +AP for oar = 0.0161 (npos=14) +AP for bike rack = 0.0420 (npos=7) +AP for slices = 0.0227 (npos=14) +AP for arms = 0.0168 (npos=60) +AP for fin = 0.0524 (npos=24) +AP for shadows = 0.0312 (npos=67) +AP for hood = 0.0844 (npos=39) +AP for windshield wiper = 0.0501 (npos=25) +AP for letter = 0.0021 (npos=454) +AP for dot = 0.0261 (npos=45) +AP for bus stop = 0.2571 (npos=5) +AP for railings = 0.0020 (npos=16) +AP for pebbles = 0.0025 (npos=22) +AP for mud = 0.0339 (npos=19) +AP for claws = 0.0024 (npos=15) +AP for police car = 0.4037 (npos=5) +AP for crown = 0.0839 (npos=8) +AP for meters = 0.1875 (npos=4) +AP for name tag = 0.0375 (npos=12) +AP for entrance = 0.0141 (npos=21) +AP for staircase = 0.0141 (npos=18) +AP for shrimp = 0.0078 (npos=12) +AP for ladies = 0.0020 (npos=4) +AP for peak = 0.0045 (npos=13) +AP for vines = 0.0465 (npos=13) +AP for computer keyboard = 0.0053 (npos=4) +AP for glass door = 0.0065 (npos=3) +AP for pears = 0.0842 (npos=6) +AP for pant = 0.0063 (npos=17) +AP for wine glasses = 0.0064 (npos=4) +AP for stall = 0.0221 (npos=16) +AP for asphalt = 0.0087 (npos=20) +AP for columns = 0.0063 (npos=22) +AP for sleeve = 0.0124 (npos=95) +AP for pack = 0.0046 (npos=6) +AP for cheek = 0.0077 (npos=13) +AP for baskets = 0.0583 (npos=8) +AP for land = 0.0299 (npos=41) +AP for day = 0.0034 (npos=15) +AP for blocks = 0.0857 (npos=14) +AP for courtyard = 0.0208 (npos=8) +AP for pedal = 0.0070 (npos=17) +AP for panel = 0.0091 (npos=76) +AP for seeds = 0.0208 (npos=12) +AP for balcony = 0.0065 (npos=53) +AP for yellow = 0.0016 (npos=40) +AP for disc = 0.0121 (npos=4) +AP for young man = 0.0014 (npos=7) +AP for eyebrows = 0.0430 (npos=13) +AP for crumbs = 0.0060 (npos=13) +AP for spinach = 0.0189 (npos=20) +AP for emblem = 0.0077 (npos=26) +AP for object = 0.0048 (npos=106) +AP for bar = 0.0138 (npos=144) +AP for cardboard = 0.0058 (npos=15) +AP for tissue = 0.0406 (npos=22) +AP for light post = 0.0629 (npos=13) +AP for ski jacket = 0.0074 (npos=7) +AP for seasoning = 0.0833 (npos=6) +AP for parasol = 0.0000 (npos=3) +AP for terminal = 0.0476 (npos=5) +AP for surfing = 0.0059 (npos=6) +AP for streetlight = 0.0265 (npos=146) +AP for alley = 0.0500 (npos=4) +AP for cords = 0.0178 (npos=33) +AP for image = 0.0129 (npos=31) +AP for jug = 0.0058 (npos=13) +AP for antenna = 0.0040 (npos=37) +AP for puppy = 0.0125 (npos=2) +AP for berries = 0.0224 (npos=5) +AP for diamond = 0.0000 (npos=9) +AP for pans = 0.0204 (npos=7) +AP for fountain = 0.0594 (npos=18) +AP for foreground = 0.0063 (npos=24) +AP for syrup = 0.0143 (npos=10) +AP for bride = 0.0971 (npos=8) +AP for spray = 0.0455 (npos=9) +AP for license = 0.0029 (npos=3) +AP for peppers = 0.0095 (npos=13) +AP for passengers = 0.0029 (npos=10) +AP for cement = 0.0084 (npos=33) +AP for flags = 0.0061 (npos=37) +AP for shack = 0.0022 (npos=7) +AP for trough = 0.4086 (npos=5) +AP for objects = 0.0065 (npos=14) +AP for arches = 0.0159 (npos=7) +AP for streamer = 0.0111 (npos=10) +AP for pots = 0.1077 (npos=13) +AP for border = 0.0023 (npos=45) +AP for baseboard = 0.0013 (npos=13) +AP for beer bottle = 0.0080 (npos=10) +AP for wrist watch = 0.0216 (npos=9) +AP for tile floor = 0.0009 (npos=7) +AP for page = 0.0000 (npos=10) +AP for pin = 0.0000 (npos=11) +AP for items = 0.0074 (npos=55) +AP for baseline = 0.0082 (npos=5) +AP for hanger = 0.0004 (npos=19) +AP for tree branch = 0.0033 (npos=9) +AP for tusks = 0.0404 (npos=9) +AP for donkey = 0.0050 (npos=10) +AP for containers = 0.0054 (npos=11) +AP for condiments = 0.0305 (npos=6) +AP for device = 0.0040 (npos=24) +AP for envelope = 0.0097 (npos=7) +AP for parachute = 0.0576 (npos=4) +AP for mesh = 0.0060 (npos=8) +AP for hut = 0.0071 (npos=9) +AP for butterfly = 0.0006 (npos=12) +AP for salt = 0.0196 (npos=12) +AP for restroom = 0.0000 (npos=4) +AP for twig = 0.0013 (npos=23) +AP for pilot = 0.0000 (npos=6) +AP for ivy = 0.0500 (npos=5) +AP for furniture = 0.0072 (npos=18) +AP for clay = 0.0280 (npos=10) +AP for print = 0.0011 (npos=23) +AP for sandwiches = 0.0186 (npos=3) +AP for lion = 0.0016 (npos=7) +AP for shingles = 0.0155 (npos=10) +AP for pillars = 0.0049 (npos=16) +AP for vehicles = 0.0022 (npos=37) +AP for panes = 0.0106 (npos=13) +AP for shoreline = 0.0055 (npos=24) +AP for stream = 0.0687 (npos=5) +AP for control = 0.0010 (npos=10) +AP for lock = 0.0049 (npos=25) +AP for microphone = 0.0833 (npos=12) +AP for blades = 0.0227 (npos=14) +AP for towel rack = 0.1031 (npos=14) +AP for coaster = 0.0016 (npos=7) +AP for star = 0.0478 (npos=21) +AP for petals = 0.0408 (npos=15) +AP for text = 0.0083 (npos=59) +AP for feather = 0.0045 (npos=37) +AP for spots = 0.0026 (npos=125) +AP for buoy = 0.0131 (npos=24) +Mean AP = 0.1024 +Weighted Mean AP = 0.1507 +Mean Detection Threshold = 0.176 +~~~~~~~~ +Results: +1.000 1.000 +0.700 2.000 +0.557 113.000 +0.512 2.000 +0.560 76.000 +1.000 1.000 +0.500 2.000 +0.611 3.000 +0.250 1.000 +0.356 6.000 +0.051 3.000 +0.132 4.000 +0.509 4.000 +0.470 101.000 +0.387 224.000 +0.394 70.000 +0.269 62.000 +0.355 63.000 +0.343 89.000 +0.219 5.000 +0.333 3.000 +0.330 14.000 +0.004 3.000 +0.117 3.000 +0.261 16.000 +0.345 85.000 +0.398 113.000 +0.273 10.000 +0.250 37.000 +0.274 59.000 +0.317 131.000 +0.334 44.000 +0.250 4.000 +0.342 229.000 +0.253 56.000 +0.308 578.000 +0.291 560.000 +0.308 65.000 +0.275 69.000 +0.323 378.000 +0.339 278.000 +0.316 4.000 +0.309 427.000 +0.434 167.000 +0.346 453.000 +0.383 6.000 +0.578 23.000 +0.322 367.000 +0.344 28.000 +0.263 82.000 +0.292 4386.000 +0.307 2326.000 +0.293 1245.000 +0.300 449.000 +0.292 4.000 +0.306 579.000 +0.440 11.000 +0.050 2.000 +0.279 13.000 +0.256 233.000 +0.271 891.000 +0.176 4.000 +0.249 294.000 +0.298 9.000 +0.282 204.000 +0.336 42.000 +0.260 6.000 +0.320 90.000 +0.256 94.000 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+0.008 13.000 +0.058 8.000 +0.030 41.000 +0.003 15.000 +0.086 14.000 +0.021 8.000 +0.007 17.000 +0.009 76.000 +0.021 12.000 +0.007 53.000 +0.002 40.000 +0.012 4.000 +0.001 7.000 +0.043 13.000 +0.006 13.000 +0.019 20.000 +0.008 26.000 +0.005 106.000 +0.014 144.000 +0.006 15.000 +0.041 22.000 +0.063 13.000 +0.007 7.000 +0.083 6.000 +0.000 3.000 +0.048 5.000 +0.006 6.000 +0.026 146.000 +0I1014 18:27:47.732463 1250 upgrade_proto.cpp:67] Attempting to upgrade input file specified using deprecated input fields: models/vg/ResNet-101/faster_rcnn_end2end_final/test_gt.prototxt +I1014 18:27:47.732640 1250 upgrade_proto.cpp:70] Successfully upgraded file specified using deprecated input fields. +W1014 18:27:47.732655 1250 upgrade_proto.cpp:72] Note that future Caffe releases will only support input layers and not input fields. +I1014 18:27:47.732664 1250 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: models/vg/ResNet-101/faster_rcnn_end2end_final/test_gt.prototxt +I1014 18:27:47.732717 1250 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params. +I1014 18:27:47.739490 1250 net.cpp:53] Initializing net from parameters: +name: "ResNet-101" +state { + phase: TEST + level: 0 +} +layer { + name: "input" + type: "Input" + top: "data" + top: "im_info" + top: "rois" + input_param { + shape { + dim: 1 + dim: 3 + dim: 224 + dim: 224 + } + shape { + dim: 1 + dim: 3 + } + shape { + dim: 1 + dim: 5 + } + } +} +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 3 + kernel_size: 7 + stride: 2 + } +} +layer { + name: "bn_conv1" + type: "BatchNorm" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale_conv1" + type: "Scale" + bottom: "conv1" + top: "conv1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch1" + type: "BatchNorm" + bottom: "res2a_branch1" + top: "res2a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch1" + type: "Scale" + bottom: "res2a_branch1" + top: "res2a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2a" + type: "Convolution" + bottom: "pool1" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch2a" + type: "BatchNorm" + bottom: "res2a_branch2a" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2a" + type: "Scale" + bottom: "res2a_branch2a" + top: "res2a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2a_relu" + type: "ReLU" + bottom: "res2a_branch2a" + top: "res2a_branch2a" +} +layer { + name: "res2a_branch2b" + type: "Convolution" + bottom: "res2a_branch2a" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2a_branch2b" + type: "BatchNorm" + bottom: "res2a_branch2b" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2b" + type: "Scale" + bottom: "res2a_branch2b" + top: "res2a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a_branch2b_relu" + type: "ReLU" + bottom: "res2a_branch2b" + top: "res2a_branch2b" +} +layer { + name: "res2a_branch2c" + type: "Convolution" + bottom: "res2a_branch2b" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2a_branch2c" + type: "BatchNorm" + bottom: "res2a_branch2c" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2a_branch2c" + type: "Scale" + bottom: "res2a_branch2c" + top: "res2a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2a" + type: "Eltwise" + bottom: "res2a_branch1" + bottom: "res2a_branch2c" + top: "res2a" +} +layer { + name: "res2a_relu" + type: "ReLU" + bottom: "res2a" + top: "res2a" +} +layer { + name: "res2b_branch2a" + type: "Convolution" + bottom: "res2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2b_branch2a" + type: "BatchNorm" + bottom: "res2b_branch2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2a" + type: "Scale" + bottom: "res2b_branch2a" + top: "res2b_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2b_branch2a_relu" + type: "ReLU" + bottom: "res2b_branch2a" + top: "res2b_branch2a" +} +layer { + name: "res2b_branch2b" + type: "Convolution" + bottom: "res2b_branch2a" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2b_branch2b" + type: "BatchNorm" + bottom: "res2b_branch2b" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2b" + type: "Scale" + bottom: "res2b_branch2b" + top: "res2b_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2b_branch2b_relu" + type: "ReLU" + bottom: "res2b_branch2b" + top: "res2b_branch2b" +} +layer { + name: "res2b_branch2c" + type: "Convolution" + bottom: "res2b_branch2b" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2b_branch2c" + type: "BatchNorm" + bottom: "res2b_branch2c" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2b_branch2c" + type: "Scale" + bottom: "res2b_branch2c" + top: "res2b_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2c_branch2a" + type: "BatchNorm" + bottom: "res2c_branch2a" + top: "res2c_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2a" + type: "Scale" + bottom: "res2c_branch2a" + top: "res2c_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 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 + decay_mult: 0 + } + convolution_param { + num_output: 64 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn2c_branch2b" + type: "BatchNorm" + bottom: "res2c_branch2b" + top: "res2c_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2b" + type: "Scale" + bottom: "res2c_branch2b" + top: "res2c_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2c_branch2b_relu" + type: "ReLU" + bottom: "res2c_branch2b" + top: "res2c_branch2b" +} +layer { + name: "res2c_branch2c" + type: "Convolution" + bottom: "res2c_branch2b" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn2c_branch2c" + type: "BatchNorm" + bottom: "res2c_branch2c" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale2c_branch2c" + type: "Scale" + bottom: "res2c_branch2c" + top: "res2c_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res2c" + type: "Eltwise" + bottom: "res2b" + bottom: "res2c_branch2c" + top: "res2c" +} +layer { + name: "res2c_relu" + type: "ReLU" + bottom: "res2c" + top: "res2c" +} +layer { + name: "res3a_branch1" + type: "Convolution" + bottom: "res2c" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn3a_branch1" + type: "BatchNorm" + bottom: "res3a_branch1" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch1" + type: "Scale" + bottom: "res3a_branch1" + top: "res3a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2a" + type: "Convolution" + bottom: "res2c" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn3a_branch2a" + type: "BatchNorm" + bottom: "res3a_branch2a" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2a" + type: "Scale" + bottom: "res3a_branch2a" + top: "res3a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2a_relu" + type: "ReLU" + bottom: "res3a_branch2a" + top: "res3a_branch2a" +} +layer { + name: "res3a_branch2b" + type: "Convolution" + bottom: "res3a_branch2a" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3a_branch2b" + type: "BatchNorm" + bottom: "res3a_branch2b" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2b" + type: "Scale" + bottom: "res3a_branch2b" + top: "res3a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a_branch2b_relu" + type: "ReLU" + bottom: "res3a_branch2b" + top: "res3a_branch2b" +} +layer { + name: "res3a_branch2c" + type: "Convolution" + bottom: "res3a_branch2b" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3a_branch2c" + type: "BatchNorm" + bottom: "res3a_branch2c" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3a_branch2c" + type: "Scale" + bottom: "res3a_branch2c" + top: "res3a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3a" + type: "Eltwise" + bottom: "res3a_branch1" + bottom: "res3a_branch2c" + top: "res3a" +} +layer { + name: "res3a_relu" + type: "ReLU" + bottom: "res3a" + top: "res3a" +} +layer { + name: "res3b1_branch2a" + type: "Convolution" + bottom: "res3a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b1_branch2a" + type: "BatchNorm" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2a" + type: "Scale" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1_branch2a_relu" + type: "ReLU" + bottom: "res3b1_branch2a" + top: "res3b1_branch2a" +} +layer { + name: "res3b1_branch2b" + type: "Convolution" + bottom: "res3b1_branch2a" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b1_branch2b" + type: "BatchNorm" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2b" + type: "Scale" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1_branch2b_relu" + type: "ReLU" + bottom: "res3b1_branch2b" + top: "res3b1_branch2b" +} +layer { + name: "res3b1_branch2c" + type: "Convolution" + bottom: "res3b1_branch2b" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b1_branch2c" + type: "BatchNorm" + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b1_branch2c" + type: "Scale" + bottom: "res3b1_branch2c" + top: "res3b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b1" + type: "Eltwise" + bottom: "res3a" + bottom: "res3b1_branch2c" + top: "res3b1" +} +layer { + name: "res3b1_relu" + type: "ReLU" + bottom: "res3b1" + top: "res3b1" +} +layer { + name: "res3b2_branch2a" + type: "Convolution" + bottom: "res3b1" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b2_branch2a" + type: "BatchNorm" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2a" + type: "Scale" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2_branch2a_relu" + type: "ReLU" + bottom: "res3b2_branch2a" + top: "res3b2_branch2a" +} +layer { + name: "res3b2_branch2b" + type: "Convolution" + bottom: "res3b2_branch2a" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b2_branch2b" + type: "BatchNorm" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2b" + type: "Scale" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2_branch2b_relu" + type: "ReLU" + bottom: "res3b2_branch2b" + top: "res3b2_branch2b" +} +layer { + name: "res3b2_branch2c" + type: "Convolution" + bottom: "res3b2_branch2b" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b2_branch2c" + type: "BatchNorm" + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b2_branch2c" + type: "Scale" + bottom: "res3b2_branch2c" + top: "res3b2_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b2" + type: "Eltwise" + bottom: "res3b1" + bottom: "res3b2_branch2c" + top: "res3b2" +} +layer { + name: "res3b2_relu" + type: "ReLU" + bottom: "res3b2" + top: "res3b2" +} +layer { + name: "res3b3_branch2a" + type: "Convolution" + bottom: "res3b2" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b3_branch2a" + type: "BatchNorm" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2a" + type: "Scale" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3_branch2a_relu" + type: "ReLU" + bottom: "res3b3_branch2a" + top: "res3b3_branch2a" +} +layer { + name: "res3b3_branch2b" + type: "Convolution" + bottom: "res3b3_branch2a" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 128 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn3b3_branch2b" + type: "BatchNorm" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2b" + type: "Scale" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3_branch2b_relu" + type: "ReLU" + bottom: "res3b3_branch2b" + top: "res3b3_branch2b" +} +layer { + name: "res3b3_branch2c" + type: "Convolution" + bottom: "res3b3_branch2b" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 512 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn3b3_branch2c" + type: "BatchNorm" + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale3b3_branch2c" + type: "Scale" + bottom: "res3b3_branch2c" + top: "res3b3_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res3b3" + type: "Eltwise" + bottom: "res3b2" + bottom: "res3b3_branch2c" + top: "res3b3" +} +layer { + name: "res3b3_relu" + type: "ReLU" + bottom: "res3b3" + top: "res3b3" +} +layer { + name: "res4a_branch1" + type: "Convolution" + bottom: "res3b3" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn4a_branch1" + type: "BatchNorm" + bottom: "res4a_branch1" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch1" + type: "Scale" + bottom: "res4a_branch1" + top: "res4a_branch1" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2a" + type: "Convolution" + bottom: "res3b3" + top: "res4a_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 2 + } +} +layer { + name: "bn4a_branch2a" + type: "BatchNorm" + bottom: "res4a_branch2a" + top: "res4a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2a" + type: "Scale" + bottom: "res4a_branch2a" + top: "res4a_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2a_relu" + type: "ReLU" + bottom: "res4a_branch2a" + top: "res4a_branch2a" +} +layer { + name: "res4a_branch2b" + type: "Convolution" + bottom: "res4a_branch2a" + top: "res4a_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn4a_branch2b" + type: "BatchNorm" + bottom: "res4a_branch2b" + top: "res4a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2b" + type: "Scale" + bottom: "res4a_branch2b" + top: "res4a_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a_branch2b_relu" + type: "ReLU" + bottom: "res4a_branch2b" + top: "res4a_branch2b" +} +layer { + name: "res4a_branch2c" + type: "Convolution" + bottom: "res4a_branch2b" + top: "res4a_branch2c" + param { + lr_mult: 1 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4a_branch2c" + type: "BatchNorm" + bottom: "res4a_branch2c" + top: "res4a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4a_branch2c" + type: "Scale" + bottom: "res4a_branch2c" + top: "res4a_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4a" + type: "Eltwise" + bottom: "res4a_branch1" + bottom: "res4a_branch2c" + top: "res4a" +} +layer { + name: "res4a_relu" + type: "ReLU" + bottom: "res4a" + top: "res4a" +} +layer { + name: "res4b1_branch2a" + type: "Convolution" + bottom: "res4a" + top: "res4b1_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b1_branch2a" + type: "BatchNorm" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2a" + type: "Scale" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1_branch2a_relu" + type: "ReLU" + bottom: "res4b1_branch2a" + top: "res4b1_branch2a" +} +layer { + name: "res4b1_branch2b" + type: "Convolution" + bottom: "res4b1_branch2a" + top: "res4b1_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + } +} +layer { + name: "bn4b1_branch2b" + type: "BatchNorm" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2b" + type: "Scale" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1_branch2b_relu" + type: "ReLU" + bottom: "res4b1_branch2b" + top: "res4b1_branch2b" +} +layer { + name: "res4b1_branch2c" + type: "Convolution" + bottom: "res4b1_branch2b" + top: "res4b1_branch2c" + param { + lr_mult: 1 + } + convolution_param { + num_output: 1024 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b1_branch2c" + type: "BatchNorm" + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b1_branch2c" + type: "Scale" + bottom: "res4b1_branch2c" + top: "res4b1_branch2c" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b1" + type: "Eltwise" + bottom: "res4a" + bottom: "res4b1_branch2c" + top: "res4b1" +} +layer { + name: "res4b1_relu" + type: "ReLU" + bottom: "res4b1" + top: "res4b1" +} +layer { + name: "res4b2_branch2a" + type: "Convolution" + bottom: "res4b1" + top: "res4b2_branch2a" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false + pad: 0 + kernel_size: 1 + stride: 1 + } +} +layer { + name: "bn4b2_branch2a" + type: "BatchNorm" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + batch_norm_param { + use_global_stats: true + } +} +layer { + name: "scale4b2_branch2a" + type: "Scale" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" + param { + lr_mult: 0 + decay_mult: 0 + } + param { + lr_mult: 0 + decay_mult: 0 + } + scale_param { + bias_term: true + } +} +layer { + name: "res4b2_branch2a_relu" + type: "ReLU" + bottom: "res4b2_branch2a" + top: "res4b2_branch2a" +} +layer { + name: "res4b2_branch2b" + type: "Convolution" + bottom: "res4b2_branch2a" + top: "res4b2_branch2b" + param { + lr_mult: 1 + } + convolution_param { + num_output: 256 + bias_term: false +I1014 18:27:47.743757 1250 layer_factory.hpp:77] Creating layer input +I1014 18:27:47.743796 1250 net.cpp:86] Creating Layer input +I1014 18:27:47.743808 1250 net.cpp:382] input -> data +I1014 18:27:47.743827 1250 net.cpp:382] input -> im_info +I1014 18:27:47.743841 1250 net.cpp:382] input -> rois +I1014 18:27:47.744940 1250 net.cpp:124] Setting up input +I1014 18:27:47.744978 1250 net.cpp:131] Top shape: 1 3 224 224 (150528) +I1014 18:27:47.744997 1250 net.cpp:131] Top shape: 1 3 (3) +I1014 18:27:47.745007 1250 net.cpp:131] Top shape: 1 5 (5) +I1014 18:27:47.745021 1250 net.cpp:139] Memory required for data: 602144 +I1014 18:27:47.745029 1250 layer_factory.hpp:77] Creating layer conv1 +I1014 18:27:47.745070 1250 net.cpp:86] Creating Layer conv1 +I1014 18:27:47.745088 1250 net.cpp:408] conv1 <- data +I1014 18:27:47.745110 1250 net.cpp:382] conv1 -> conv1 +I1014 18:27:47.756301 1250 net.cpp:124] Setting up conv1 +I1014 18:27:47.756332 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 18:27:47.756340 1250 net.cpp:139] Memory required for data: 3813408 +I1014 18:27:47.756353 1250 layer_factory.hpp:77] Creating layer bn_conv1 +I1014 18:27:47.756379 1250 net.cpp:86] Creating Layer bn_conv1 +I1014 18:27:47.756389 1250 net.cpp:408] bn_conv1 <- conv1 +I1014 18:27:47.756402 1250 net.cpp:369] bn_conv1 -> conv1 (in-place) +I1014 18:27:47.758378 1250 net.cpp:124] Setting up bn_conv1 +I1014 18:27:47.758401 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 18:27:47.758409 1250 net.cpp:139] Memory required for data: 7024672 +I1014 18:27:47.758430 1250 layer_factory.hpp:77] Creating layer scale_conv1 +I1014 18:27:47.758445 1250 net.cpp:86] Creating Layer scale_conv1 +I1014 18:27:47.758452 1250 net.cpp:408] scale_conv1 <- conv1 +I1014 18:27:47.758462 1250 net.cpp:369] scale_conv1 -> conv1 (in-place) +I1014 18:27:47.758594 1250 layer_factory.hpp:77] Creating layer scale_conv1 +I1014 18:27:47.758987 1250 net.cpp:124] Setting up scale_conv1 +I1014 18:27:47.759002 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 18:27:47.759008 1250 net.cpp:139] Memory required for data: 10235936 +I1014 18:27:47.759022 1250 layer_factory.hpp:77] Creating layer conv1_relu +I1014 18:27:47.759034 1250 net.cpp:86] Creating Layer conv1_relu +I1014 18:27:47.759040 1250 net.cpp:408] conv1_relu <- conv1 +I1014 18:27:47.759049 1250 net.cpp:369] conv1_relu -> conv1 (in-place) +I1014 18:27:47.760700 1250 net.cpp:124] Setting up conv1_relu +I1014 18:27:47.760727 1250 net.cpp:131] Top shape: 1 64 112 112 (802816) +I1014 18:27:47.760733 1250 net.cpp:139] Memory required for data: 13447200 +I1014 18:27:47.760740 1250 layer_factory.hpp:77] Creating layer pool1 +I1014 18:27:47.760752 1250 net.cpp:86] Creating Layer pool1 +I1014 18:27:47.760759 1250 net.cpp:408] pool1 <- conv1 +I1014 18:27:47.760769 1250 net.cpp:382] pool1 -> pool1 +I1014 18:27:47.760902 1250 net.cpp:124] Setting up pool1 +I1014 18:27:47.760916 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.760922 1250 net.cpp:139] Memory required for data: 14250016 +I1014 18:27:47.760929 1250 layer_factory.hpp:77] Creating layer pool1_pool1_0_split +I1014 18:27:47.760938 1250 net.cpp:86] Creating Layer pool1_pool1_0_split +I1014 18:27:47.760944 1250 net.cpp:408] pool1_pool1_0_split <- pool1 +I1014 18:27:47.760953 1250 net.cpp:382] pool1_pool1_0_split -> pool1_pool1_0_split_0 +I1014 18:27:47.760963 1250 net.cpp:382] pool1_pool1_0_split -> pool1_pool1_0_split_1 +I1014 18:27:47.761070 1250 net.cpp:124] Setting up pool1_pool1_0_split +I1014 18:27:47.761080 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.761087 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.761093 1250 net.cpp:139] Memory required for data: 15855648 +I1014 18:27:47.761099 1250 layer_factory.hpp:77] Creating layer res2a_branch1 +I1014 18:27:47.761111 1250 net.cpp:86] Creating Layer res2a_branch1 +I1014 18:27:47.761118 1250 net.cpp:408] res2a_branch1 <- pool1_pool1_0_split_0 +I1014 18:27:47.761127 1250 net.cpp:382] res2a_branch1 -> res2a_branch1 +I1014 18:27:47.764971 1250 net.cpp:124] Setting up res2a_branch1 +I1014 18:27:47.764998 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.765005 1250 net.cpp:139] Memory required for data: 19066912 +I1014 18:27:47.765017 1250 layer_factory.hpp:77] Creating layer bn2a_branch1 +I1014 18:27:47.765029 1250 net.cpp:86] Creating Layer bn2a_branch1 +I1014 18:27:47.765038 1250 net.cpp:408] bn2a_branch1 <- res2a_branch1 +I1014 18:27:47.765048 1250 net.cpp:369] bn2a_branch1 -> res2a_branch1 (in-place) +I1014 18:27:47.765760 1250 net.cpp:124] Setting up bn2a_branch1 +I1014 18:27:47.765775 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.765781 1250 net.cpp:139] Memory required for data: 22278176 +I1014 18:27:47.765799 1250 layer_factory.hpp:77] Creating layer scale2a_branch1 +I1014 18:27:47.765810 1250 net.cpp:86] Creating Layer scale2a_branch1 +I1014 18:27:47.765816 1250 net.cpp:408] scale2a_branch1 <- res2a_branch1 +I1014 18:27:47.765826 1250 net.cpp:369] scale2a_branch1 -> res2a_branch1 (in-place) +I1014 18:27:47.765940 1250 layer_factory.hpp:77] Creating layer scale2a_branch1 +I1014 18:27:47.766404 1250 net.cpp:124] Setting up scale2a_branch1 +I1014 18:27:47.766428 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.766434 1250 net.cpp:139] Memory required for data: 25489440 +I1014 18:27:47.766445 1250 layer_factory.hpp:77] Creating layer res2a_branch2a +I1014 18:27:47.766458 1250 net.cpp:86] Creating Layer res2a_branch2a +I1014 18:27:47.766465 1250 net.cpp:408] res2a_branch2a <- pool1_pool1_0_split_1 +I1014 18:27:47.766476 1250 net.cpp:382] res2a_branch2a -> res2a_branch2a +I1014 18:27:47.771803 1250 net.cpp:124] Setting up res2a_branch2a +I1014 18:27:47.771847 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.771854 1250 net.cpp:139] Memory required for data: 26292256 +I1014 18:27:47.771864 1250 layer_factory.hpp:77] Creating layer bn2a_branch2a +I1014 18:27:47.771877 1250 net.cpp:86] Creating Layer bn2a_branch2a +I1014 18:27:47.771883 1250 net.cpp:408] bn2a_branch2a <- res2a_branch2a +I1014 18:27:47.771893 1250 net.cpp:369] bn2a_branch2a -> res2a_branch2a (in-place) +I1014 18:27:47.772516 1250 net.cpp:124] Setting up bn2a_branch2a +I1014 18:27:47.772531 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.772536 1250 net.cpp:139] Memory required for data: 27095072 +I1014 18:27:47.772548 1250 layer_factory.hpp:77] Creating layer scale2a_branch2a +I1014 18:27:47.772559 1250 net.cpp:86] Creating Layer scale2a_branch2a +I1014 18:27:47.772565 1250 net.cpp:408] scale2a_branch2a <- res2a_branch2a +I1014 18:27:47.772574 1250 net.cpp:369] scale2a_branch2a -> res2a_branch2a (in-place) +I1014 18:27:47.772680 1250 layer_factory.hpp:77] Creating layer scale2a_branch2a +I1014 18:27:47.773108 1250 net.cpp:124] Setting up scale2a_branch2a +I1014 18:27:47.773120 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.773126 1250 net.cpp:139] Memory required for data: 27897888 +I1014 18:27:47.773139 1250 layer_factory.hpp:77] Creating layer res2a_branch2a_relu +I1014 18:27:47.773149 1250 net.cpp:86] Creating Layer res2a_branch2a_relu +I1014 18:27:47.773156 1250 net.cpp:408] res2a_branch2a_relu <- res2a_branch2a +I1014 18:27:47.773164 1250 net.cpp:369] res2a_branch2a_relu -> res2a_branch2a (in-place) +I1014 18:27:47.773561 1250 net.cpp:124] Setting up res2a_branch2a_relu +I1014 18:27:47.773577 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.773582 1250 net.cpp:139] Memory required for data: 28700704 +I1014 18:27:47.773588 1250 layer_factory.hpp:77] Creating layer res2a_branch2b +I1014 18:27:47.773602 1250 net.cpp:86] Creating Layer res2a_branch2b +I1014 18:27:47.773608 1250 net.cpp:408] res2a_branch2b <- res2a_branch2a +I1014 18:27:47.773618 1250 net.cpp:382] res2a_branch2b -> res2a_branch2b +I1014 18:27:47.777541 1250 net.cpp:124] Setting up res2a_branch2b +I1014 18:27:47.777570 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.777576 1250 net.cpp:139] Memory required for data: 29503520 +I1014 18:27:47.777590 1250 layer_factory.hpp:77] Creating layer bn2a_branch2b +I1014 18:27:47.777601 1250 net.cpp:86] Creating Layer bn2a_branch2b +I1014 18:27:47.777607 1250 net.cpp:408] bn2a_branch2b <- res2a_branch2b +I1014 18:27:47.777617 1250 net.cpp:369] bn2a_branch2b -> res2a_branch2b (in-place) +I1014 18:27:47.778297 1250 net.cpp:124] Setting up bn2a_branch2b +I1014 18:27:47.778311 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.778316 1250 net.cpp:139] Memory required for data: 30306336 +I1014 18:27:47.778329 1250 layer_factory.hpp:77] Creating layer scale2a_branch2b +I1014 18:27:47.778342 1250 net.cpp:86] Creating Layer scale2a_branch2b +I1014 18:27:47.778347 1250 net.cpp:408] scale2a_branch2b <- res2a_branch2b +I1014 18:27:47.778357 1250 net.cpp:369] scale2a_branch2b -> res2a_branch2b (in-place) +I1014 18:27:47.778471 1250 layer_factory.hpp:77] Creating layer scale2a_branch2b +I1014 18:27:47.778923 1250 net.cpp:124] Setting up scale2a_branch2b +I1014 18:27:47.778936 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.778941 1250 net.cpp:139] Memory required for data: 31109152 +I1014 18:27:47.778951 1250 layer_factory.hpp:77] Creating layer res2a_branch2b_relu +I1014 18:27:47.778966 1250 net.cpp:86] Creating Layer res2a_branch2b_relu +I1014 18:27:47.778973 1250 net.cpp:408] res2a_branch2b_relu <- res2a_branch2b +I1014 18:27:47.778985 1250 net.cpp:369] res2a_branch2b_relu -> res2a_branch2b (in-place) +I1014 18:27:47.779397 1250 net.cpp:124] Setting up res2a_branch2b_relu +I1014 18:27:47.779413 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.779419 1250 net.cpp:139] Memory required for data: 31911968 +I1014 18:27:47.779425 1250 layer_factory.hpp:77] Creating layer res2a_branch2c +I1014 18:27:47.779439 1250 net.cpp:86] Creating Layer res2a_branch2c +I1014 18:27:47.779446 1250 net.cpp:408] res2a_branch2c <- res2a_branch2b +I1014 18:27:47.779456 1250 net.cpp:382] res2a_branch2c -> res2a_branch2c +I1014 18:27:47.782721 1250 net.cpp:124] Setting up res2a_branch2c +I1014 18:27:47.782747 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.782753 1250 net.cpp:139] Memory required for data: 35123232 +I1014 18:27:47.782763 1250 layer_factory.hpp:77] Creating layer bn2a_branch2c +I1014 18:27:47.782774 1250 net.cpp:86] Creating Layer bn2a_branch2c +I1014 18:27:47.782781 1250 net.cpp:408] bn2a_branch2c <- res2a_branch2c +I1014 18:27:47.782790 1250 net.cpp:369] bn2a_branch2c -> res2a_branch2c (in-place) +I1014 18:27:47.783581 1250 net.cpp:124] Setting up bn2a_branch2c +I1014 18:27:47.783603 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.783609 1250 net.cpp:139] Memory required for data: 38334496 +I1014 18:27:47.783632 1250 layer_factory.hpp:77] Creating layer scale2a_branch2c +I1014 18:27:47.783645 1250 net.cpp:86] Creating Layer scale2a_branch2c +I1014 18:27:47.783653 1250 net.cpp:408] scale2a_branch2c <- res2a_branch2c +I1014 18:27:47.783661 1250 net.cpp:369] scale2a_branch2c -> res2a_branch2c (in-place) +I1014 18:27:47.783792 1250 layer_factory.hpp:77] Creating layer scale2a_branch2c +I1014 18:27:47.784322 1250 net.cpp:124] Setting up scale2a_branch2c +I1014 18:27:47.784339 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.784344 1250 net.cpp:139] Memory required for data: 41545760 +I1014 18:27:47.784355 1250 layer_factory.hpp:77] Creating layer res2a +I1014 18:27:47.784368 1250 net.cpp:86] Creating Layer res2a +I1014 18:27:47.784374 1250 net.cpp:408] res2a <- res2a_branch1 +I1014 18:27:47.784382 1250 net.cpp:408] res2a <- res2a_branch2c +I1014 18:27:47.784390 1250 net.cpp:382] res2a -> res2a +I1014 18:27:47.784459 1250 net.cpp:124] Setting up res2a +I1014 18:27:47.784473 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.784482 1250 net.cpp:139] Memory required for data: 44757024 +I1014 18:27:47.784492 1250 layer_factory.hpp:77] Creating layer res2a_relu +I1014 18:27:47.784515 1250 net.cpp:86] Creating Layer res2a_relu +I1014 18:27:47.784538 1250 net.cpp:408] res2a_relu <- res2a +I1014 18:27:47.784552 1250 net.cpp:369] res2a_relu -> res2a (in-place) +I1014 18:27:47.785748 1250 net.cpp:124] Setting up res2a_relu +I1014 18:27:47.785768 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.785774 1250 net.cpp:139] Memory required for data: 47968288 +I1014 18:27:47.785780 1250 layer_factory.hpp:77] Creating layer res2a_res2a_relu_0_split +I1014 18:27:47.785794 1250 net.cpp:86] Creating Layer res2a_res2a_relu_0_split +I1014 18:27:47.785802 1250 net.cpp:408] res2a_res2a_relu_0_split <- res2a +I1014 18:27:47.785814 1250 net.cpp:382] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_0 +I1014 18:27:47.785825 1250 net.cpp:382] res2a_res2a_relu_0_split -> res2a_res2a_relu_0_split_1 +I1014 18:27:47.785946 1250 net.cpp:124] Setting up res2a_res2a_relu_0_split +I1014 18:27:47.785957 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.785964 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.785969 1250 net.cpp:139] Memory required for data: 54390816 +I1014 18:27:47.785974 1250 layer_factory.hpp:77] Creating layer res2b_branch2a +I1014 18:27:47.785989 1250 net.cpp:86] Creating Layer res2b_branch2a +I1014 18:27:47.785997 1250 net.cpp:408] res2b_branch2a <- res2a_res2a_relu_0_split_0 +I1014 18:27:47.786015 1250 net.cpp:382] res2b_branch2a -> res2b_branch2a +I1014 18:27:47.790364 1250 net.cpp:124] Setting up res2b_branch2a +I1014 18:27:47.790429 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.790443 1250 net.cpp:139] Memory required for data: 55193632 +I1014 18:27:47.790464 1250 layer_factory.hpp:77] Creating layer bn2b_branch2a +I1014 18:27:47.790488 1250 net.cpp:86] Creating Layer bn2b_branch2a +I1014 18:27:47.790498 1250 net.cpp:408] bn2b_branch2a <- res2b_branch2a +I1014 18:27:47.790514 1250 net.cpp:369] bn2b_branch2a -> res2b_branch2a (in-place) +I1014 18:27:47.791596 1250 net.cpp:124] Setting up bn2b_branch2a +I1014 18:27:47.791621 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.791630 1250 net.cpp:139] Memory required for data: 55996448 +I1014 18:27:47.791713 1250 layer_factory.hpp:77] Creating layer scale2b_branch2a +I1014 18:27:47.791760 1250 net.cpp:86] Creating Layer scale2b_branch2a +I1014 18:27:47.791776 1250 net.cpp:408] scale2b_branch2a <- res2b_branch2a +I1014 18:27:47.791796 1250 net.cpp:369] scale2b_branch2a -> res2b_branch2a (in-place) +I1014 18:27:47.792085 1250 layer_factory.hpp:77] Creating layer scale2b_branch2a +I1014 18:27:47.792981 1250 net.cpp:124] Setting up scale2b_branch2a +I1014 18:27:47.793014 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.793030 1250 net.cpp:139] Memory required for data: 56799264 +I1014 18:27:47.793056 1250 layer_factory.hpp:77] Creating layer res2b_branch2a_relu +I1014 18:27:47.793074 1250 net.cpp:86] Creating Layer res2b_branch2a_relu +I1014 18:27:47.793087 1250 net.cpp:408] res2b_branch2a_relu <- res2b_branch2a +I1014 18:27:47.793104 1250 net.cpp:369] res2b_branch2a_relu -> res2b_branch2a (in-place) +I1014 18:27:47.793885 1250 net.cpp:124] Setting up res2b_branch2a_relu +I1014 18:27:47.793912 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.793925 1250 net.cpp:139] Memory required for data: 57602080 +I1014 18:27:47.793937 1250 layer_factory.hpp:77] Creating layer res2b_branch2b +I1014 18:27:47.793964 1250 net.cpp:86] Creating Layer res2b_branch2b +I1014 18:27:47.793980 1250 net.cpp:408] res2b_branch2b <- res2b_branch2a +I1014 18:27:47.794003 1250 net.cpp:382] res2b_branch2b -> res2b_branch2b +I1014 18:27:47.800635 1250 net.cpp:124] Setting up res2b_branch2b +I1014 18:27:47.800695 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.800709 1250 net.cpp:139] Memory required for data: 58404896 +I1014 18:27:47.800727 1250 layer_factory.hpp:77] Creating layer bn2b_branch2b +I1014 18:27:47.800756 1250 net.cpp:86] Creating Layer bn2b_branch2b +I1014 18:27:47.800770 1250 net.cpp:408] bn2b_branch2b <- res2b_branch2b +I1014 18:27:47.800788 1250 net.cpp:369] bn2b_branch2b -> res2b_branch2b (in-place) +I1014 18:27:47.802045 1250 net.cpp:124] Setting up bn2b_branch2b +I1014 18:27:47.802068 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.802079 1250 net.cpp:139] Memory required for data: 59207712 +I1014 18:27:47.802103 1250 layer_factory.hpp:77] Creating layer scale2b_branch2b +I1014 18:27:47.802124 1250 net.cpp:86] Creating Layer scale2b_branch2b +I1014 18:27:47.802136 1250 net.cpp:408] scale2b_branch2b <- res2b_branch2b +I1014 18:27:47.802155 1250 net.cpp:369] scale2b_branch2b -> res2b_branch2b (in-place) +I1014 18:27:47.802352 1250 layer_factory.hpp:77] Creating layer scale2b_branch2b +I1014 18:27:47.803148 1250 net.cpp:124] Setting up scale2b_branch2b +I1014 18:27:47.803169 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.803180 1250 net.cpp:139] Memory required for data: 60010528 +I1014 18:27:47.803200 1250 layer_factory.hpp:77] Creating layer res2b_branch2b_relu +I1014 18:27:47.803216 1250 net.cpp:86] Creating Layer res2b_branch2b_relu +I1014 18:27:47.803228 1250 net.cpp:408] res2b_branch2b_relu <- res2b_branch2b +I1014 18:27:47.803247 1250 net.cpp:369] res2b_branch2b_relu -> res2b_branch2b (in-place) +I1014 18:27:47.803946 1250 net.cpp:124] Setting up res2b_branch2b_relu +I1014 18:27:47.803978 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.804003 1250 net.cpp:139] Memory required for data: 60813344 +I1014 18:27:47.804016 1250 layer_factory.hpp:77] Creating layer res2b_branch2c +I1014 18:27:47.804052 1250 net.cpp:86] Creating Layer res2b_branch2c +I1014 18:27:47.804064 1250 net.cpp:408] res2b_branch2c <- res2b_branch2b +I1014 18:27:47.804087 1250 net.cpp:382] res2b_branch2c -> res2b_branch2c +I1014 18:27:47.808357 1250 net.cpp:124] Setting up res2b_branch2c +I1014 18:27:47.808389 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.808396 1250 net.cpp:139] Memory required for data: 64024608 +I1014 18:27:47.808408 1250 layer_factory.hpp:77] Creating layer bn2b_branch2c +I1014 18:27:47.808421 1250 net.cpp:86] Creating Layer bn2b_branch2c +I1014 18:27:47.808429 1250 net.cpp:408] bn2b_branch2c <- res2b_branch2c +I1014 18:27:47.808439 1250 net.cpp:369] bn2b_branch2c -> res2b_branch2c (in-place) +I1014 18:27:47.809247 1250 net.cpp:124] Setting up bn2b_branch2c +I1014 18:27:47.809270 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.809279 1250 net.cpp:139] Memory required for data: 67235872 +I1014 18:27:47.809295 1250 layer_factory.hpp:77] Creating layer scale2b_branch2c +I1014 18:27:47.809309 1250 net.cpp:86] Creating Layer scale2b_branch2c +I1014 18:27:47.809316 1250 net.cpp:408] scale2b_branch2c <- res2b_branch2c +I1014 18:27:47.809325 1250 net.cpp:369] scale2b_branch2c -> res2b_branch2c (in-place) +I1014 18:27:47.809456 1250 layer_factory.hpp:77] Creating layer scale2b_branch2c +I1014 18:27:47.810082 1250 net.cpp:124] Setting up scale2b_branch2c +I1014 18:27:47.810104 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.810114 1250 net.cpp:139] Memory required for data: 70447136 +I1014 18:27:47.810138 1250 layer_factory.hpp:77] Creating layer res2b +I1014 18:27:47.810158 1250 net.cpp:86] Creating Layer res2b +I1014 18:27:47.810170 1250 net.cpp:408] res2b <- res2a_res2a_relu_0_split_1 +I1014 18:27:47.810191 1250 net.cpp:408] res2b <- res2b_branch2c +I1014 18:27:47.810209 1250 net.cpp:382] res2b -> res2b +I1014 18:27:47.810331 1250 net.cpp:124] Setting up res2b +I1014 18:27:47.810356 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.810367 1250 net.cpp:139] Memory required for data: 73658400 +I1014 18:27:47.810379 1250 layer_factory.hpp:77] Creating layer res2b_relu +I1014 18:27:47.810395 1250 net.cpp:86] Creating Layer res2b_relu +I1014 18:27:47.810407 1250 net.cpp:408] res2b_relu <- res2b +I1014 18:27:47.810427 1250 net.cpp:369] res2b_relu -> res2b (in-place) +I1014 18:27:47.813086 1250 net.cpp:124] Setting up res2b_relu +I1014 18:27:47.813120 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.813127 1250 net.cpp:139] Memory required for data: 76869664 +I1014 18:27:47.813136 1250 layer_factory.hpp:77] Creating layer res2b_res2b_relu_0_split +I1014 18:27:47.813149 1250 net.cpp:86] Creating Layer res2b_res2b_relu_0_split +I1014 18:27:47.813158 1250 net.cpp:408] res2b_res2b_relu_0_split <- res2b +I1014 18:27:47.813169 1250 net.cpp:382] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_0 +I1014 18:27:47.813182 1250 net.cpp:382] res2b_res2b_relu_0_split -> res2b_res2b_relu_0_split_1 +I1014 18:27:47.813344 1250 net.cpp:124] Setting up res2b_res2b_relu_0_split +I1014 18:27:47.813369 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.813385 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.813395 1250 net.cpp:139] Memory required for data: 83292192 +I1014 18:27:47.813406 1250 layer_factory.hpp:77] Creating layer res2c_branch2a +I1014 18:27:47.813429 1250 net.cpp:86] Creating Layer res2c_branch2a +I1014 18:27:47.813442 1250 net.cpp:408] res2c_branch2a <- res2b_res2b_relu_0_split_0 +I1014 18:27:47.813457 1250 net.cpp:382] res2c_branch2a -> res2c_branch2a +I1014 18:27:47.820996 1250 net.cpp:124] Setting up res2c_branch2a +I1014 18:27:47.821050 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.821059 1250 net.cpp:139] Memory required for data: 84095008 +I1014 18:27:47.821072 1250 layer_factory.hpp:77] Creating layer bn2c_branch2a +I1014 18:27:47.821110 1250 net.cpp:86] Creating Layer bn2c_branch2a +I1014 18:27:47.821126 1250 net.cpp:408] bn2c_branch2a <- res2c_branch2a +I1014 18:27:47.821140 1250 net.cpp:369] bn2c_branch2a -> res2c_branch2a (in-place) +I1014 18:27:47.822067 1250 net.cpp:124] Setting up bn2c_branch2a +I1014 18:27:47.822084 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.822091 1250 net.cpp:139] Memory required for data: 84897824 +I1014 18:27:47.822106 1250 layer_factory.hpp:77] Creating layer scale2c_branch2a +I1014 18:27:47.822127 1250 net.cpp:86] Creating Layer scale2c_branch2a +I1014 18:27:47.822135 1250 net.cpp:408] scale2c_branch2a <- res2c_branch2a +I1014 18:27:47.822145 1250 net.cpp:369] scale2c_branch2a -> res2c_branch2a (in-place) +I1014 18:27:47.822288 1250 layer_factory.hpp:77] Creating layer scale2c_branch2a +I1014 18:27:47.822856 1250 net.cpp:124] Setting up scale2c_branch2a +I1014 18:27:47.822872 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.822880 1250 net.cpp:139] Memory required for data: 85700640 +I1014 18:27:47.822891 1250 layer_factory.hpp:77] Creating layer res2c_branch2a_relu +I1014 18:27:47.822906 1250 net.cpp:86] Creating Layer res2c_branch2a_relu +I1014 18:27:47.822914 1250 net.cpp:408] res2c_branch2a_relu <- res2c_branch2a +I1014 18:27:47.822924 1250 net.cpp:369] res2c_branch2a_relu -> res2c_branch2a (in-place) +I1014 18:27:47.823534 1250 net.cpp:124] Setting up res2c_branch2a_relu +I1014 18:27:47.823556 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.823575 1250 net.cpp:139] Memory required for data: 86503456 +I1014 18:27:47.823588 1250 layer_factory.hpp:77] Creating layer res2c_branch2b +I1014 18:27:47.823655 1250 net.cpp:86] Creating Layer res2c_branch2b +I1014 18:27:47.823684 1250 net.cpp:408] res2c_branch2b <- res2c_branch2a +I1014 18:27:47.823700 1250 net.cpp:382] res2c_branch2b -> res2c_branch2b +I1014 18:27:47.831712 1250 net.cpp:124] Setting up res2c_branch2b +I1014 18:27:47.831758 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.831773 1250 net.cpp:139] Memory required for data: 87306272 +I1014 18:27:47.831799 1250 layer_factory.hpp:77] Creating layer bn2c_branch2b +I1014 18:27:47.831820 1250 net.cpp:86] Creating Layer bn2c_branch2b +I1014 18:27:47.831832 1250 net.cpp:408] bn2c_branch2b <- res2c_branch2b +I1014 18:27:47.831851 1250 net.cpp:369] bn2c_branch2b -> res2c_branch2b (in-place) +I1014 18:27:47.833099 1250 net.cpp:124] Setting up bn2c_branch2b +I1014 18:27:47.833123 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.833134 1250 net.cpp:139] Memory required for data: 88109088 +I1014 18:27:47.833158 1250 layer_factory.hpp:77] Creating layer scale2c_branch2b +I1014 18:27:47.833179 1250 net.cpp:86] Creating Layer scale2c_branch2b +I1014 18:27:47.833191 1250 net.cpp:408] scale2c_branch2b <- res2c_branch2b +I1014 18:27:47.833207 1250 net.cpp:369] scale2c_branch2b -> res2c_branch2b (in-place) +I1014 18:27:47.833400 1250 layer_factory.hpp:77] Creating layer scale2c_branch2b +I1014 18:27:47.834178 1250 net.cpp:124] Setting up scale2c_branch2b +I1014 18:27:47.834201 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.834213 1250 net.cpp:139] Memory required for data: 88911904 +I1014 18:27:47.834231 1250 layer_factory.hpp:77] Creating layer res2c_branch2b_relu +I1014 18:27:47.834249 1250 net.cpp:86] Creating Layer res2c_branch2b_relu +I1014 18:27:47.834260 1250 net.cpp:408] res2c_branch2b_relu <- res2c_branch2b +I1014 18:27:47.834275 1250 net.cpp:369] res2c_branch2b_relu -> res2c_branch2b (in-place) +I1014 18:27:47.834929 1250 net.cpp:124] Setting up res2c_branch2b_relu +I1014 18:27:47.834954 1250 net.cpp:131] Top shape: 1 64 56 56 (200704) +I1014 18:27:47.834965 1250 net.cpp:139] Memory required for data: 89714720 +I1014 18:27:47.834977 1250 layer_factory.hpp:77] Creating layer res2c_branch2c +I1014 18:27:47.835000 1250 net.cpp:86] Creating Layer res2c_branch2c +I1014 18:27:47.835013 1250 net.cpp:408] res2c_branch2c <- res2c_branch2b +I1014 18:27:47.835031 1250 net.cpp:382] res2c_branch2c -> res2c_branch2c +I1014 18:27:47.840904 1250 net.cpp:124] Setting up res2c_branch2c +I1014 18:27:47.840965 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.840978 1250 net.cpp:139] Memory required for data: 92925984 +I1014 18:27:47.840998 1250 layer_factory.hpp:77] Creating layer bn2c_branch2c +I1014 18:27:47.841020 1250 net.cpp:86] Creating Layer bn2c_branch2c +I1014 18:27:47.841032 1250 net.cpp:408] bn2c_branch2c <- res2c_branch2c +I1014 18:27:47.841050 1250 net.cpp:369] bn2c_branch2c -> res2c_branch2c (in-place) +I1014 18:27:47.842155 1250 net.cpp:124] Setting up bn2c_branch2c +I1014 18:27:47.842178 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.842190 1250 net.cpp:139] Memory required for data: 96137248 +I1014 18:27:47.842218 1250 layer_factory.hpp:77] Creating layer scale2c_branch2c +I1014 18:27:47.842238 1250 net.cpp:86] Creating Layer scale2c_branch2c +I1014 18:27:47.842249 1250 net.cpp:408] scale2c_branch2c <- res2c_branch2c +I1014 18:27:47.842265 1250 net.cpp:369] scale2c_branch2c -> res2c_branch2c (in-place) +I1014 18:27:47.842443 1250 layer_factory.hpp:77] Creating layer scale2c_branch2c +I1014 18:27:47.843204 1250 net.cpp:124] Setting up scale2c_branch2c +I1014 18:27:47.843226 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.843236 1250 net.cpp:139] Memory required for data: 99348512 +I1014 18:27:47.843266 1250 layer_factory.hpp:77] Creating layer res2c +I1014 18:27:47.843294 1250 net.cpp:86] Creating Layer res2c +I1014 18:27:47.843307 1250 net.cpp:408] res2c <- res2b_res2b_relu_0_split_1 +I1014 18:27:47.843320 1250 net.cpp:408] res2c <- res2c_branch2c +I1014 18:27:47.843336 1250 net.cpp:382] res2c -> res2c +I1014 18:27:47.843446 1250 net.cpp:124] Setting up res2c +I1014 18:27:47.843466 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.843475 1250 net.cpp:139] Memory required for data: 102559776 +I1014 18:27:47.843487 1250 layer_factory.hpp:77] Creating layer res2c_relu +I1014 18:27:47.843502 1250 net.cpp:86] Creating Layer res2c_relu +I1014 18:27:47.843513 1250 net.cpp:408] res2c_relu <- res2c +I1014 18:27:47.843528 1250 net.cpp:369] res2c_relu -> res2c (in-place) +I1014 18:27:47.844995 1250 net.cpp:124] Setting up res2c_relu +I1014 18:27:47.845024 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.845032 1250 net.cpp:139] Memory required for data: 105771040 +I1014 18:27:47.845039 1250 layer_factory.hpp:77] Creating layer res2c_res2c_relu_0_split +I1014 18:27:47.845052 1250 net.cpp:86] Creating Layer res2c_res2c_relu_0_split +I1014 18:27:47.845060 1250 net.cpp:408] res2c_res2c_relu_0_split <- res2c +I1014 18:27:47.845072 1250 net.cpp:382] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_0 +I1014 18:27:47.845086 1250 net.cpp:382] res2c_res2c_relu_0_split -> res2c_res2c_relu_0_split_1 +I1014 18:27:47.845240 1250 net.cpp:124] Setting up res2c_res2c_relu_0_split +I1014 18:27:47.845257 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.845265 1250 net.cpp:131] Top shape: 1 256 56 56 (802816) +I1014 18:27:47.845275 1250 net.cpp:139] Memory required for data: 112193568 +I1014 18:27:47.845285 1250 layer_factory.hpp:77] Creating layer res3a_branch1 +I1014 18:27:47.845301 1250 net.cpp:86] Creating Layer res3a_branch1 +I1014 18:27:47.845309 1250 net.cpp:408] res3a_branch1 <- res2c_res2c_relu_0_split_0 +I1014 18:27:47.845319 1250 net.cpp:382] res3a_branch1 -> res3a_branch1 +I1014 18:27:47.851999 1250 net.cpp:124] Setting up res3a_branch1 +I1014 18:27:47.852046 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.852059 1250 net.cpp:139] Memory required for data: 113799200 +I1014 18:27:47.852085 1250 layer_factory.hpp:77] Creating layer bn3a_branch1 +I1014 18:27:47.852110 1250 net.cpp:86] Creating Layer bn3a_branch1 +I1014 18:27:47.852123 1250 net.cpp:408] bn3a_branch1 <- res3a_branch1 +I1014 18:27:47.852138 1250 net.cpp:369] bn3a_branch1 -> res3a_branch1 (in-place) +I1014 18:27:47.853344 1250 net.cpp:124] Setting up bn3a_branch1 +I1014 18:27:47.853365 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.853389 1250 net.cpp:139] Memory required for data: 115404832 +I1014 18:27:47.853411 1250 layer_factory.hpp:77] Creating layer scale3a_branch1 +I1014 18:27:47.853433 1250 net.cpp:86] Creating Layer scale3a_branch1 +I1014 18:27:47.853447 1250 net.cpp:408] scale3a_branch1 <- res3a_branch1 +I1014 18:27:47.853463 1250 net.cpp:369] scale3a_branch1 -> res3a_branch1 (in-place) +I1014 18:27:47.853694 1250 layer_factory.hpp:77] Creating layer scale3a_branch1 +I1014 18:27:47.854535 1250 net.cpp:124] Setting up scale3a_branch1 +I1014 18:27:47.854564 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.854578 1250 net.cpp:139] Memory required for data: 117010464 +I1014 18:27:47.854596 1250 layer_factory.hpp:77] Creating layer res3a_branch2a +I1014 18:27:47.854621 1250 net.cpp:86] Creating Layer res3a_branch2a +I1014 18:27:47.854634 1250 net.cpp:408] res3a_branch2a <- res2c_res2c_relu_0_split_1 +I1014 18:27:47.854645 1250 net.cpp:382] res3a_branch2a -> res3a_branch2a +I1014 18:27:47.859180 1250 net.cpp:124] Setting up res3a_branch2a +I1014 18:27:47.859236 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.859247 1250 net.cpp:139] Memory required for data: 117411872 +I1014 18:27:47.859266 1250 layer_factory.hpp:77] Creating layer bn3a_branch2a +I1014 18:27:47.859285 1250 net.cpp:86] Creating Layer bn3a_branch2a +I1014 18:27:47.859297 1250 net.cpp:408] bn3a_branch2a <- res3a_branch2a +I1014 18:27:47.859313 1250 net.cpp:369] bn3a_branch2a -> res3a_branch2a (in-place) +I1014 18:27:47.860463 1250 net.cpp:124] Setting up bn3a_branch2a +I1014 18:27:47.860509 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.860522 1250 net.cpp:139] Memory required for data: 117813280 +I1014 18:27:47.860544 1250 layer_factory.hpp:77] Creating layer scale3a_branch2a +I1014 18:27:47.860563 1250 net.cpp:86] Creating Layer scale3a_branch2a +I1014 18:27:47.860574 1250 net.cpp:408] scale3a_branch2a <- res3a_branch2a +I1014 18:27:47.860587 1250 net.cpp:369] scale3a_branch2a -> res3a_branch2a (in-place) +I1014 18:27:47.860754 1250 layer_factory.hpp:77] Creating layer scale3a_branch2a +I1014 18:27:47.861338 1250 net.cpp:124] Setting up scale3a_branch2a +I1014 18:27:47.861362 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.861373 1250 net.cpp:139] Memory required for data: 118214688 +I1014 18:27:47.861390 1250 layer_factory.hpp:77] Creating layer res3a_branch2a_relu +I1014 18:27:47.861403 1250 net.cpp:86] Creating Layer res3a_branch2a_relu +I1014 18:27:47.861413 1250 net.cpp:408] res3a_branch2a_relu <- res3a_branch2a +I1014 18:27:47.861423 1250 net.cpp:369] res3a_branch2a_relu -> res3a_branch2a (in-place) +I1014 18:27:47.863162 1250 net.cpp:124] Setting up res3a_branch2a_relu +I1014 18:27:47.863186 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.863194 1250 net.cpp:139] Memory required for data: 118616096 +I1014 18:27:47.863204 1250 layer_factory.hpp:77] Creating layer res3a_branch2b +I1014 18:27:47.863226 1250 net.cpp:86] Creating Layer res3a_branch2b +I1014 18:27:47.863236 1250 net.cpp:408] res3a_branch2b <- res3a_branch2a +I1014 18:27:47.863250 1250 net.cpp:382] res3a_branch2b -> res3a_branch2b +I1014 18:27:47.870539 1250 net.cpp:124] Setting up res3a_branch2b +I1014 18:27:47.870605 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.870620 1250 net.cpp:139] Memory required for data: 119017504 +I1014 18:27:47.870642 1250 layer_factory.hpp:77] Creating layer bn3a_branch2b +I1014 18:27:47.870666 1250 net.cpp:86] Creating Layer bn3a_branch2b +I1014 18:27:47.870678 1250 net.cpp:408] bn3a_branch2b <- res3a_branch2b +I1014 18:27:47.870695 1250 net.cpp:369] bn3a_branch2b -> res3a_branch2b (in-place) +I1014 18:27:47.871668 1250 net.cpp:124] Setting up bn3a_branch2b +I1014 18:27:47.871692 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.871698 1250 net.cpp:139] Memory required for data: 119418912 +I1014 18:27:47.871716 1250 layer_factory.hpp:77] Creating layer scale3a_branch2b +I1014 18:27:47.871737 1250 net.cpp:86] Creating Layer scale3a_branch2b +I1014 18:27:47.871762 1250 net.cpp:408] scale3a_branch2b <- res3a_branch2b +I1014 18:27:47.871779 1250 net.cpp:369] scale3a_branch2b -> res3a_branch2b (in-place) +I1014 18:27:47.871959 1250 layer_factory.hpp:77] Creating layer scale3a_branch2b +I1014 18:27:47.872568 1250 net.cpp:124] Setting up scale3a_branch2b +I1014 18:27:47.872591 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.872601 1250 net.cpp:139] Memory required for data: 119820320 +I1014 18:27:47.872618 1250 layer_factory.hpp:77] Creating layer res3a_branch2b_relu +I1014 18:27:47.872638 1250 net.cpp:86] Creating Layer res3a_branch2b_relu +I1014 18:27:47.872647 1250 net.cpp:408] res3a_branch2b_relu <- res3a_branch2b +I1014 18:27:47.872654 1250 net.cpp:369] res3a_branch2b_relu -> res3a_branch2b (in-place) +I1014 18:27:47.873095 1250 net.cpp:124] Setting up res3a_branch2b_relu +I1014 18:27:47.873116 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.873123 1250 net.cpp:139] Memory required for data: 120221728 +I1014 18:27:47.873131 1250 layer_factory.hpp:77] Creating layer res3a_branch2c +I1014 18:27:47.873148 1250 net.cpp:86] Creating Layer res3a_branch2c +I1014 18:27:47.873154 1250 net.cpp:408] res3a_branch2c <- res3a_branch2b +I1014 18:27:47.873164 1250 net.cpp:382] res3a_branch2c -> res3a_branch2c +I1014 18:27:47.878150 1250 net.cpp:124] Setting up res3a_branch2c +I1014 18:27:47.878191 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.878202 1250 net.cpp:139] Memory required for data: 121827360 +I1014 18:27:47.878217 1250 layer_factory.hpp:77] Creating layer bn3a_branch2c +I1014 18:27:47.878243 1250 net.cpp:86] Creating Layer bn3a_branch2c +I1014 18:27:47.878255 1250 net.cpp:408] bn3a_branch2c <- res3a_branch2c +I1014 18:27:47.878269 1250 net.cpp:369] bn3a_branch2c -> res3a_branch2c (in-place) +I1014 18:27:47.879349 1250 net.cpp:124] Setting up bn3a_branch2c +I1014 18:27:47.879369 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.879376 1250 net.cpp:139] Memory required for data: 123432992 +I1014 18:27:47.879395 1250 layer_factory.hpp:77] Creating layer scale3a_branch2c +I1014 18:27:47.879415 1250 net.cpp:86] Creating Layer scale3a_branch2c +I1014 18:27:47.879426 1250 net.cpp:408] scale3a_branch2c <- res3a_branch2c +I1014 18:27:47.879438 1250 net.cpp:369] scale3a_branch2c -> res3a_branch2c (in-place) +I1014 18:27:47.879726 1250 layer_factory.hpp:77] Creating layer scale3a_branch2c +I1014 18:27:47.880300 1250 net.cpp:124] Setting up scale3a_branch2c +I1014 18:27:47.880316 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.880321 1250 net.cpp:139] Memory required for data: 125038624 +I1014 18:27:47.880334 1250 layer_factory.hpp:77] Creating layer res3a +I1014 18:27:47.880344 1250 net.cpp:86] Creating Layer res3a +I1014 18:27:47.880352 1250 net.cpp:408] res3a <- res3a_branch1 +I1014 18:27:47.880360 1250 net.cpp:408] res3a <- res3a_branch2c +I1014 18:27:47.880369 1250 net.cpp:382] res3a -> res3a +I1014 18:27:47.880439 1250 net.cpp:124] Setting up res3a +I1014 18:27:47.880448 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.880453 1250 net.cpp:139] Memory required for data: 126644256 +I1014 18:27:47.880458 1250 layer_factory.hpp:77] Creating layer res3a_relu +I1014 18:27:47.880467 1250 net.cpp:86] Creating Layer res3a_relu +I1014 18:27:47.880472 1250 net.cpp:408] res3a_relu <- res3a +I1014 18:27:47.880482 1250 net.cpp:369] res3a_relu -> res3a (in-place) +I1014 18:27:47.881568 1250 net.cpp:124] Setting up res3a_relu +I1014 18:27:47.881585 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.881592 1250 net.cpp:139] Memory required for data: 128249888 +I1014 18:27:47.881597 1250 layer_factory.hpp:77] Creating layer res3a_res3a_relu_0_split +I1014 18:27:47.881606 1250 net.cpp:86] Creating Layer res3a_res3a_relu_0_split +I1014 18:27:47.881613 1250 net.cpp:408] res3a_res3a_relu_0_split <- res3a +I1014 18:27:47.881621 1250 net.cpp:382] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_0 +I1014 18:27:47.881633 1250 net.cpp:382] res3a_res3a_relu_0_split -> res3a_res3a_relu_0_split_1 +I1014 18:27:47.881760 1250 net.cpp:124] Setting up res3a_res3a_relu_0_split +I1014 18:27:47.881772 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.881778 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.881784 1250 net.cpp:139] Memory required for data: 131461152 +I1014 18:27:47.881789 1250 layer_factory.hpp:77] Creating layer res3b1_branch2a +I1014 18:27:47.881804 1250 net.cpp:86] Creating Layer res3b1_branch2a +I1014 18:27:47.881810 1250 net.cpp:408] res3b1_branch2a <- res3a_res3a_relu_0_split_0 +I1014 18:27:47.881819 1250 net.cpp:382] res3b1_branch2a -> res3b1_branch2a +I1014 18:27:47.884486 1250 net.cpp:124] Setting up res3b1_branch2a +I1014 18:27:47.884516 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.884526 1250 net.cpp:139] Memory required for data: 131862560 +I1014 18:27:47.884539 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2a +I1014 18:27:47.884562 1250 net.cpp:86] Creating Layer bn3b1_branch2a +I1014 18:27:47.884572 1250 net.cpp:408] bn3b1_branch2a <- res3b1_branch2a +I1014 18:27:47.884585 1250 net.cpp:369] bn3b1_branch2a -> res3b1_branch2a (in-place) +I1014 18:27:47.885494 1250 net.cpp:124] Setting up bn3b1_branch2a +I1014 18:27:47.885525 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.885534 1250 net.cpp:139] Memory required for data: 132263968 +I1014 18:27:47.885553 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2a +I1014 18:27:47.885577 1250 net.cpp:86] Creating Layer scale3b1_branch2a +I1014 18:27:47.885593 1250 net.cpp:408] scale3b1_branch2a <- res3b1_branch2a +I1014 18:27:47.885610 1250 net.cpp:369] scale3b1_branch2a -> res3b1_branch2a (in-place) +I1014 18:27:47.885782 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2a +I1014 18:27:47.886402 1250 net.cpp:124] Setting up scale3b1_branch2a +I1014 18:27:47.886420 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.886427 1250 net.cpp:139] Memory required for data: 132665376 +I1014 18:27:47.886441 1250 layer_factory.hpp:77] Creating layer res3b1_branch2a_relu +I1014 18:27:47.886454 1250 net.cpp:86] Creating Layer res3b1_branch2a_relu +I1014 18:27:47.886463 1250 net.cpp:408] res3b1_branch2a_relu <- res3b1_branch2a +I1014 18:27:47.886474 1250 net.cpp:369] res3b1_branch2a_relu -> res3b1_branch2a (in-place) +I1014 18:27:47.888051 1250 net.cpp:124] Setting up res3b1_branch2a_relu +I1014 18:27:47.888074 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.888079 1250 net.cpp:139] Memory required for data: 133066784 +I1014 18:27:47.888085 1250 layer_factory.hpp:77] Creating layer res3b1_branch2b +I1014 18:27:47.888100 1250 net.cpp:86] Creating Layer res3b1_branch2b +I1014 18:27:47.888108 1250 net.cpp:408] res3b1_branch2b <- res3b1_branch2a +I1014 18:27:47.888120 1250 net.cpp:382] res3b1_branch2b -> res3b1_branch2b +I1014 18:27:47.893611 1250 net.cpp:124] Setting up res3b1_branch2b +I1014 18:27:47.893646 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.893651 1250 net.cpp:139] Memory required for data: 133468192 +I1014 18:27:47.893661 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2b +I1014 18:27:47.893674 1250 net.cpp:86] Creating Layer bn3b1_branch2b +I1014 18:27:47.893682 1250 net.cpp:408] bn3b1_branch2b <- res3b1_branch2b +I1014 18:27:47.893693 1250 net.cpp:369] bn3b1_branch2b -> res3b1_branch2b (in-place) +I1014 18:27:47.894345 1250 net.cpp:124] Setting up bn3b1_branch2b +I1014 18:27:47.894357 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.894362 1250 net.cpp:139] Memory required for data: 133869600 +I1014 18:27:47.894372 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2b +I1014 18:27:47.894384 1250 net.cpp:86] Creating Layer scale3b1_branch2b +I1014 18:27:47.894389 1250 net.cpp:408] scale3b1_branch2b <- res3b1_branch2b +I1014 18:27:47.894397 1250 net.cpp:369] scale3b1_branch2b -> res3b1_branch2b (in-place) +I1014 18:27:47.894505 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2b +I1014 18:27:47.894919 1250 net.cpp:124] Setting up scale3b1_branch2b +I1014 18:27:47.894939 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.894944 1250 net.cpp:139] Memory required for data: 134271008 +I1014 18:27:47.894953 1250 layer_factory.hpp:77] Creating layer res3b1_branch2b_relu +I1014 18:27:47.894961 1250 net.cpp:86] Creating Layer res3b1_branch2b_relu +I1014 18:27:47.894968 1250 net.cpp:408] res3b1_branch2b_relu <- res3b1_branch2b +I1014 18:27:47.894973 1250 net.cpp:369] res3b1_branch2b_relu -> res3b1_branch2b (in-place) +I1014 18:27:47.895344 1250 net.cpp:124] Setting up res3b1_branch2b_relu +I1014 18:27:47.895357 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.895362 1250 net.cpp:139] Memory required for data: 134672416 +I1014 18:27:47.895367 1250 layer_factory.hpp:77] Creating layer res3b1_branch2c +I1014 18:27:47.895380 1250 net.cpp:86] Creating Layer res3b1_branch2c +I1014 18:27:47.895390 1250 net.cpp:408] res3b1_branch2c <- res3b1_branch2b +I1014 18:27:47.895398 1250 net.cpp:382] res3b1_branch2c -> res3b1_branch2c +I1014 18:27:47.899262 1250 net.cpp:124] Setting up res3b1_branch2c +I1014 18:27:47.899287 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.899294 1250 net.cpp:139] Memory required for data: 136278048 +I1014 18:27:47.899303 1250 layer_factory.hpp:77] Creating layer bn3b1_branch2c +I1014 18:27:47.899314 1250 net.cpp:86] Creating Layer bn3b1_branch2c +I1014 18:27:47.899320 1250 net.cpp:408] bn3b1_branch2c <- res3b1_branch2c +I1014 18:27:47.899330 1250 net.cpp:369] bn3b1_branch2c -> res3b1_branch2c (in-place) +I1014 18:27:47.900084 1250 net.cpp:124] Setting up bn3b1_branch2c +I1014 18:27:47.900101 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.900106 1250 net.cpp:139] Memory required for data: 137883680 +I1014 18:27:47.900118 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2c +I1014 18:27:47.900128 1250 net.cpp:86] Creating Layer scale3b1_branch2c +I1014 18:27:47.900135 1250 net.cpp:408] scale3b1_branch2c <- res3b1_branch2c +I1014 18:27:47.900142 1250 net.cpp:369] scale3b1_branch2c -> res3b1_branch2c (in-place) +I1014 18:27:47.900285 1250 layer_factory.hpp:77] Creating layer scale3b1_branch2c +I1014 18:27:47.900776 1250 net.cpp:124] Setting up scale3b1_branch2c +I1014 18:27:47.900789 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.900794 1250 net.cpp:139] Memory required for data: 139489312 +I1014 18:27:47.900804 1250 layer_factory.hpp:77] Creating layer res3b1 +I1014 18:27:47.900813 1250 net.cpp:86] Creating Layer res3b1 +I1014 18:27:47.900820 1250 net.cpp:408] res3b1 <- res3a_res3a_relu_0_split_1 +I1014 18:27:47.900826 1250 net.cpp:408] res3b1 <- res3b1_branch2c +I1014 18:27:47.900833 1250 net.cpp:382] res3b1 -> res3b1 +I1014 18:27:47.900902 1250 net.cpp:124] Setting up res3b1 +I1014 18:27:47.900913 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.900916 1250 net.cpp:139] Memory required for data: 141094944 +I1014 18:27:47.900921 1250 layer_factory.hpp:77] Creating layer res3b1_relu +I1014 18:27:47.900929 1250 net.cpp:86] Creating Layer res3b1_relu +I1014 18:27:47.900935 1250 net.cpp:408] res3b1_relu <- res3b1 +I1014 18:27:47.900943 1250 net.cpp:369] res3b1_relu -> res3b1 (in-place) +I1014 18:27:47.901885 1250 net.cpp:124] Setting up res3b1_relu +I1014 18:27:47.901902 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.901907 1250 net.cpp:139] Memory required for data: 142700576 +I1014 18:27:47.901913 1250 layer_factory.hpp:77] Creating layer res3b1_res3b1_relu_0_split +I1014 18:27:47.901922 1250 net.cpp:86] Creating Layer res3b1_res3b1_relu_0_split +I1014 18:27:47.901928 1250 net.cpp:408] res3b1_res3b1_relu_0_split <- res3b1 +I1014 18:27:47.901937 1250 net.cpp:382] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_0 +I1014 18:27:47.901947 1250 net.cpp:382] res3b1_res3b1_relu_0_split -> res3b1_res3b1_relu_0_split_1 +I1014 18:27:47.902058 1250 net.cpp:124] Setting up res3b1_res3b1_relu_0_split +I1014 18:27:47.902070 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.902076 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.902086 1250 net.cpp:139] Memory required for data: 145911840 +I1014 18:27:47.902091 1250 layer_factory.hpp:77] Creating layer res3b2_branch2a +I1014 18:27:47.902103 1250 net.cpp:86] Creating Layer res3b2_branch2a +I1014 18:27:47.902108 1250 net.cpp:408] res3b2_branch2a <- res3b1_res3b1_relu_0_split_0 +I1014 18:27:47.902117 1250 net.cpp:382] res3b2_branch2a -> res3b2_branch2a +I1014 18:27:47.904366 1250 net.cpp:124] Setting up res3b2_branch2a +I1014 18:27:47.904388 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.904394 1250 net.cpp:139] Memory required for data: 146313248 +I1014 18:27:47.904402 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2a +I1014 18:27:47.904413 1250 net.cpp:86] Creating Layer bn3b2_branch2a +I1014 18:27:47.904419 1250 net.cpp:408] bn3b2_branch2a <- res3b2_branch2a +I1014 18:27:47.904428 1250 net.cpp:369] bn3b2_branch2a -> res3b2_branch2a (in-place) +I1014 18:27:47.905025 1250 net.cpp:124] Setting up bn3b2_branch2a +I1014 18:27:47.905036 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.905041 1250 net.cpp:139] Memory required for data: 146714656 +I1014 18:27:47.905051 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2a +I1014 18:27:47.905062 1250 net.cpp:86] Creating Layer scale3b2_branch2a +I1014 18:27:47.905067 1250 net.cpp:408] scale3b2_branch2a <- res3b2_branch2a +I1014 18:27:47.905076 1250 net.cpp:369] scale3b2_branch2a -> res3b2_branch2a (in-place) +I1014 18:27:47.905179 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2a +I1014 18:27:47.905565 1250 net.cpp:124] Setting up scale3b2_branch2a +I1014 18:27:47.905577 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.905582 1250 net.cpp:139] Memory required for data: 147116064 +I1014 18:27:47.905591 1250 layer_factory.hpp:77] Creating layer res3b2_branch2a_relu +I1014 18:27:47.905599 1250 net.cpp:86] Creating Layer res3b2_branch2a_relu +I1014 18:27:47.905604 1250 net.cpp:408] res3b2_branch2a_relu <- res3b2_branch2a +I1014 18:27:47.905611 1250 net.cpp:369] res3b2_branch2a_relu -> res3b2_branch2a (in-place) +I1014 18:27:47.906644 1250 net.cpp:124] Setting up res3b2_branch2a_relu +I1014 18:27:47.906661 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.906666 1250 net.cpp:139] Memory required for data: 147517472 +I1014 18:27:47.906672 1250 layer_factory.hpp:77] Creating layer res3b2_branch2b +I1014 18:27:47.906683 1250 net.cpp:86] Creating Layer res3b2_branch2b +I1014 18:27:47.906689 1250 net.cpp:408] res3b2_branch2b <- res3b2_branch2a +I1014 18:27:47.906698 1250 net.cpp:382] res3b2_branch2b -> res3b2_branch2b +I1014 18:27:47.911547 1250 net.cpp:124] Setting up res3b2_branch2b +I1014 18:27:47.911579 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.911586 1250 net.cpp:139] Memory required for data: 147918880 +I1014 18:27:47.911595 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2b +I1014 18:27:47.911607 1250 net.cpp:86] Creating Layer bn3b2_branch2b +I1014 18:27:47.911612 1250 net.cpp:408] bn3b2_branch2b <- res3b2_branch2b +I1014 18:27:47.911620 1250 net.cpp:369] bn3b2_branch2b -> res3b2_branch2b (in-place) +I1014 18:27:47.912245 1250 net.cpp:124] Setting up bn3b2_branch2b +I1014 18:27:47.912256 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.912261 1250 net.cpp:139] Memory required for data: 148320288 +I1014 18:27:47.912272 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2b +I1014 18:27:47.912282 1250 net.cpp:86] Creating Layer scale3b2_branch2b +I1014 18:27:47.912288 1250 net.cpp:408] scale3b2_branch2b <- res3b2_branch2b +I1014 18:27:47.912295 1250 net.cpp:369] scale3b2_branch2b -> res3b2_branch2b (in-place) +I1014 18:27:47.912400 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2b +I1014 18:27:47.912787 1250 net.cpp:124] Setting up scale3b2_branch2b +I1014 18:27:47.912799 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.912804 1250 net.cpp:139] Memory required for data: 148721696 +I1014 18:27:47.912812 1250 layer_factory.hpp:77] Creating layer res3b2_branch2b_relu +I1014 18:27:47.912822 1250 net.cpp:86] Creating Layer res3b2_branch2b_relu +I1014 18:27:47.912832 1250 net.cpp:408] res3b2_branch2b_relu <- res3b2_branch2b +I1014 18:27:47.912840 1250 net.cpp:369] res3b2_branch2b_relu -> res3b2_branch2b (in-place) +I1014 18:27:47.913192 1250 net.cpp:124] Setting up res3b2_branch2b_relu +I1014 18:27:47.913205 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.913210 1250 net.cpp:139] Memory required for data: 149123104 +I1014 18:27:47.913216 1250 layer_factory.hpp:77] Creating layer res3b2_branch2c +I1014 18:27:47.913228 1250 net.cpp:86] Creating Layer res3b2_branch2c +I1014 18:27:47.913233 1250 net.cpp:408] res3b2_branch2c <- res3b2_branch2b +I1014 18:27:47.913242 1250 net.cpp:382] res3b2_branch2c -> res3b2_branch2c +I1014 18:27:47.919214 1250 net.cpp:124] Setting up res3b2_branch2c +I1014 18:27:47.919237 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.919243 1250 net.cpp:139] Memory required for data: 150728736 +I1014 18:27:47.919251 1250 layer_factory.hpp:77] Creating layer bn3b2_branch2c +I1014 18:27:47.919265 1250 net.cpp:86] Creating Layer bn3b2_branch2c +I1014 18:27:47.919270 1250 net.cpp:408] bn3b2_branch2c <- res3b2_branch2c +I1014 18:27:47.919281 1250 net.cpp:369] bn3b2_branch2c -> res3b2_branch2c (in-place) +I1014 18:27:47.920024 1250 net.cpp:124] Setting up bn3b2_branch2c +I1014 18:27:47.920042 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.920047 1250 net.cpp:139] Memory required for data: 152334368 +I1014 18:27:47.920058 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2c +I1014 18:27:47.920068 1250 net.cpp:86] Creating Layer scale3b2_branch2c +I1014 18:27:47.920073 1250 net.cpp:408] scale3b2_branch2c <- res3b2_branch2c +I1014 18:27:47.920081 1250 net.cpp:369] scale3b2_branch2c -> res3b2_branch2c (in-place) +I1014 18:27:47.920224 1250 layer_factory.hpp:77] Creating layer scale3b2_branch2c +I1014 18:27:47.920672 1250 net.cpp:124] Setting up scale3b2_branch2c +I1014 18:27:47.920684 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.920689 1250 net.cpp:139] Memory required for data: 153940000 +I1014 18:27:47.920698 1250 layer_factory.hpp:77] Creating layer res3b2 +I1014 18:27:47.920706 1250 net.cpp:86] Creating Layer res3b2 +I1014 18:27:47.920712 1250 net.cpp:408] res3b2 <- res3b1_res3b1_relu_0_split_1 +I1014 18:27:47.920719 1250 net.cpp:408] res3b2 <- res3b2_branch2c +I1014 18:27:47.920727 1250 net.cpp:382] res3b2 -> res3b2 +I1014 18:27:47.920794 1250 net.cpp:124] Setting up res3b2 +I1014 18:27:47.920804 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.920807 1250 net.cpp:139] Memory required for data: 155545632 +I1014 18:27:47.920814 1250 layer_factory.hpp:77] Creating layer res3b2_relu +I1014 18:27:47.920825 1250 net.cpp:86] Creating Layer res3b2_relu +I1014 18:27:47.920830 1250 net.cpp:408] res3b2_relu <- res3b2 +I1014 18:27:47.920837 1250 net.cpp:369] res3b2_relu -> res3b2 (in-place) +I1014 18:27:47.921782 1250 net.cpp:124] Setting up res3b2_relu +I1014 18:27:47.921799 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.921805 1250 net.cpp:139] Memory required for data: 157151264 +I1014 18:27:47.921810 1250 layer_factory.hpp:77] Creating layer res3b2_res3b2_relu_0_split +I1014 18:27:47.921819 1250 net.cpp:86] Creating Layer res3b2_res3b2_relu_0_split +I1014 18:27:47.921825 1250 net.cpp:408] res3b2_res3b2_relu_0_split <- res3b2 +I1014 18:27:47.921835 1250 net.cpp:382] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_0 +I1014 18:27:47.921849 1250 net.cpp:382] res3b2_res3b2_relu_0_split -> res3b2_res3b2_relu_0_split_1 +I1014 18:27:47.921973 1250 net.cpp:124] Setting up res3b2_res3b2_relu_0_split +I1014 18:27:47.921984 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.921990 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.921994 1250 net.cpp:139] Memory required for data: 160362528 +I1014 18:27:47.922000 1250 layer_factory.hpp:77] Creating layer res3b3_branch2a +I1014 18:27:47.922013 1250 net.cpp:86] Creating Layer res3b3_branch2a +I1014 18:27:47.922019 1250 net.cpp:408] res3b3_branch2a <- res3b2_res3b2_relu_0_split_0 +I1014 18:27:47.922034 1250 net.cpp:382] res3b3_branch2a -> res3b3_branch2a +I1014 18:27:47.924381 1250 net.cpp:124] Setting up res3b3_branch2a +I1014 18:27:47.924402 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.924408 1250 net.cpp:139] Memory required for data: 160763936 +I1014 18:27:47.924417 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2a +I1014 18:27:47.924425 1250 net.cpp:86] Creating Layer bn3b3_branch2a +I1014 18:27:47.924432 1250 net.cpp:408] bn3b3_branch2a <- res3b3_branch2a +I1014 18:27:47.924438 1250 net.cpp:369] bn3b3_branch2a -> res3b3_branch2a (in-place) +I1014 18:27:47.925042 1250 net.cpp:124] Setting up bn3b3_branch2a +I1014 18:27:47.925053 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.925058 1250 net.cpp:139] Memory required for data: 161165344 +I1014 18:27:47.925084 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2a +I1014 18:27:47.925093 1250 net.cpp:86] Creating Layer scale3b3_branch2a +I1014 18:27:47.925099 1250 net.cpp:408] scale3b3_branch2a <- res3b3_branch2a +I1014 18:27:47.925107 1250 net.cpp:369] scale3b3_branch2a -> res3b3_branch2a (in-place) +I1014 18:27:47.925209 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2a +I1014 18:27:47.925595 1250 net.cpp:124] Setting up scale3b3_branch2a +I1014 18:27:47.925607 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.925611 1250 net.cpp:139] Memory required for data: 161566752 +I1014 18:27:47.925619 1250 layer_factory.hpp:77] Creating layer res3b3_branch2a_relu +I1014 18:27:47.925627 1250 net.cpp:86] Creating Layer res3b3_branch2a_relu +I1014 18:27:47.925633 1250 net.cpp:408] res3b3_branch2a_relu <- res3b3_branch2a +I1014 18:27:47.925639 1250 net.cpp:369] res3b3_branch2a_relu -> res3b3_branch2a (in-place) +I1014 18:27:47.926617 1250 net.cpp:124] Setting up res3b3_branch2a_relu +I1014 18:27:47.926637 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.926645 1250 net.cpp:139] Memory required for data: 161968160 +I1014 18:27:47.926653 1250 layer_factory.hpp:77] Creating layer res3b3_branch2b +I1014 18:27:47.926671 1250 net.cpp:86] Creating Layer res3b3_branch2b +I1014 18:27:47.926677 1250 net.cpp:408] res3b3_branch2b <- res3b3_branch2a +I1014 18:27:47.926686 1250 net.cpp:382] res3b3_branch2b -> res3b3_branch2b +I1014 18:27:47.931123 1250 net.cpp:124] Setting up res3b3_branch2b +I1014 18:27:47.931144 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.931149 1250 net.cpp:139] Memory required for data: 162369568 +I1014 18:27:47.931159 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2b +I1014 18:27:47.931169 1250 net.cpp:86] Creating Layer bn3b3_branch2b +I1014 18:27:47.931174 1250 net.cpp:408] bn3b3_branch2b <- res3b3_branch2b +I1014 18:27:47.931185 1250 net.cpp:369] bn3b3_branch2b -> res3b3_branch2b (in-place) +I1014 18:27:47.931828 1250 net.cpp:124] Setting up bn3b3_branch2b +I1014 18:27:47.931852 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.931860 1250 net.cpp:139] Memory required for data: 162770976 +I1014 18:27:47.931874 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2b +I1014 18:27:47.931885 1250 net.cpp:86] Creating Layer scale3b3_branch2b +I1014 18:27:47.931890 1250 net.cpp:408] scale3b3_branch2b <- res3b3_branch2b +I1014 18:27:47.931897 1250 net.cpp:369] scale3b3_branch2b -> res3b3_branch2b (in-place) +I1014 18:27:47.932008 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2b +I1014 18:27:47.932404 1250 net.cpp:124] Setting up scale3b3_branch2b +I1014 18:27:47.932416 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.932420 1250 net.cpp:139] Memory required for data: 163172384 +I1014 18:27:47.932430 1250 layer_factory.hpp:77] Creating layer res3b3_branch2b_relu +I1014 18:27:47.932437 1250 net.cpp:86] Creating Layer res3b3_branch2b_relu +I1014 18:27:47.932442 1250 net.cpp:408] res3b3_branch2b_relu <- res3b3_branch2b +I1014 18:27:47.932449 1250 net.cpp:369] res3b3_branch2b_relu -> res3b3_branch2b (in-place) +I1014 18:27:47.932808 1250 net.cpp:124] Setting up res3b3_branch2b_relu +I1014 18:27:47.932822 1250 net.cpp:131] Top shape: 1 128 28 28 (100352) +I1014 18:27:47.932827 1250 net.cpp:139] Memory required for data: 163573792 +I1014 18:27:47.932832 1250 layer_factory.hpp:77] Creating layer res3b3_branch2c +I1014 18:27:47.932844 1250 net.cpp:86] Creating Layer res3b3_branch2c +I1014 18:27:47.932850 1250 net.cpp:408] res3b3_branch2c <- res3b3_branch2b +I1014 18:27:47.932862 1250 net.cpp:382] res3b3_branch2c -> res3b3_branch2c +I1014 18:27:47.935703 1250 net.cpp:124] Setting up res3b3_branch2c +I1014 18:27:47.935724 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.935729 1250 net.cpp:139] Memory required for data: 165179424 +I1014 18:27:47.935736 1250 layer_factory.hpp:77] Creating layer bn3b3_branch2c +I1014 18:27:47.935746 1250 net.cpp:86] Creating Layer bn3b3_branch2c +I1014 18:27:47.935751 1250 net.cpp:408] bn3b3_branch2c <- res3b3_branch2c +I1014 18:27:47.935762 1250 net.cpp:369] bn3b3_branch2c -> res3b3_branch2c (in-place) +I1014 18:27:47.936431 1250 net.cpp:124] Setting up bn3b3_branch2c +I1014 18:27:47.936444 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.936447 1250 net.cpp:139] Memory required for data: 166785056 +I1014 18:27:47.936457 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2c +I1014 18:27:47.936470 1250 net.cpp:86] Creating Layer scale3b3_branch2c +I1014 18:27:47.936475 1250 net.cpp:408] scale3b3_branch2c <- res3b3_branch2c +I1014 18:27:47.936482 1250 net.cpp:369] scale3b3_branch2c -> res3b3_branch2c (in-place) +I1014 18:27:47.936616 1250 layer_factory.hpp:77] Creating layer scale3b3_branch2c +I1014 18:27:47.937038 1250 net.cpp:124] Setting up scale3b3_branch2c +I1014 18:27:47.937053 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.937060 1250 net.cpp:139] Memory required for data: 168390688 +I1014 18:27:47.937072 1250 layer_factory.hpp:77] Creating layer res3b3 +I1014 18:27:47.937078 1250 net.cpp:86] Creating Layer res3b3 +I1014 18:27:47.937085 1250 net.cpp:408] res3b3 <- res3b2_res3b2_relu_0_split_1 +I1014 18:27:47.937091 1250 net.cpp:408] res3b3 <- res3b3_branch2c +I1014 18:27:47.937098 1250 net.cpp:382] res3b3 -> res3b3 +I1014 18:27:47.937162 1250 net.cpp:124] Setting up res3b3 +I1014 18:27:47.937172 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.937176 1250 net.cpp:139] Memory required for data: 169996320 +I1014 18:27:47.937181 1250 layer_factory.hpp:77] Creating layer res3b3_relu +I1014 18:27:47.937189 1250 net.cpp:86] Creating Layer res3b3_relu +I1014 18:27:47.937194 1250 net.cpp:408] res3b3_relu <- res3b3 +I1014 18:27:47.937203 1250 net.cpp:369] res3b3_relu -> res3b3 (in-place) +I1014 18:27:47.938103 1250 net.cpp:124] Setting up res3b3_relu +I1014 18:27:47.938118 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.938123 1250 net.cpp:139] Memory required for data: 171601952 +I1014 18:27:47.938128 1250 layer_factory.hpp:77] Creating layer res3b3_res3b3_relu_0_split +I1014 18:27:47.938136 1250 net.cpp:86] Creating Layer res3b3_res3b3_relu_0_split +I1014 18:27:47.938141 1250 net.cpp:408] res3b3_res3b3_relu_0_split <- res3b3 +I1014 18:27:47.938149 1250 net.cpp:382] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_0 +I1014 18:27:47.938158 1250 net.cpp:382] res3b3_res3b3_relu_0_split -> res3b3_res3b3_relu_0_split_1 +I1014 18:27:47.938272 1250 net.cpp:124] Setting up res3b3_res3b3_relu_0_split +I1014 18:27:47.938282 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.938288 1250 net.cpp:131] Top shape: 1 512 28 28 (401408) +I1014 18:27:47.938292 1250 net.cpp:139] Memory required for data: 174813216 +I1014 18:27:47.938297 1250 layer_factory.hpp:77] Creating layer res4a_branch1 +I1014 18:27:47.938307 1250 net.cpp:86] Creating Layer res4a_branch1 +I1014 18:27:47.938311 1250 net.cpp:408] res4a_branch1 <- res3b3_res3b3_relu_0_split_0 +I1014 18:27:47.938321 1250 net.cpp:382] res4a_branch1 -> res4a_branch1 +I1014 18:27:47.943182 1250 net.cpp:124] Setting up res4a_branch1 +I1014 18:27:47.943203 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.943213 1250 net.cpp:139] Memory required for data: 175616032 +I1014 18:27:47.943222 1250 layer_factory.hpp:77] Creating layer bn4a_branch1 +I1014 18:27:47.943231 1250 net.cpp:86] Creating Layer bn4a_branch1 +I1014 18:27:47.943238 1250 net.cpp:408] bn4a_branch1 <- res4a_branch1 +I1014 18:27:47.943248 1250 net.cpp:369] bn4a_branch1 -> res4a_branch1 (in-place) +I1014 18:27:47.943964 1250 net.cpp:124] Setting up bn4a_branch1 +I1014 18:27:47.943979 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.943984 1250 net.cpp:139] Memory required for data: 176418848 +I1014 18:27:47.943995 1250 layer_factory.hpp:77] Creating layer scale4a_branch1 +I1014 18:27:47.944005 1250 net.cpp:86] Creating Layer scale4a_branch1 +I1014 18:27:47.944010 1250 net.cpp:408] scale4a_branch1 <- res4a_branch1 +I1014 18:27:47.944017 1250 net.cpp:369] scale4a_branch1 -> res4a_branch1 (in-place) +I1014 18:27:47.944149 1250 layer_factory.hpp:77] Creating layer scale4a_branch1 +I1014 18:27:47.944515 1250 net.cpp:124] Setting up scale4a_branch1 +I1014 18:27:47.944526 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.944532 1250 net.cpp:139] Memory required for data: 177221664 +I1014 18:27:47.944540 1250 layer_factory.hpp:77] Creating layer res4a_branch2a +I1014 18:27:47.944550 1250 net.cpp:86] Creating Layer res4a_branch2a +I1014 18:27:47.944556 1250 net.cpp:408] res4a_branch2a <- res3b3_res3b3_relu_0_split_1 +I1014 18:27:47.944564 1250 net.cpp:382] res4a_branch2a -> res4a_branch2a +I1014 18:27:47.947844 1250 net.cpp:124] Setting up res4a_branch2a +I1014 18:27:47.947866 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.947873 1250 net.cpp:139] Memory required for data: 177422368 +I1014 18:27:47.947882 1250 layer_factory.hpp:77] Creating layer bn4a_branch2a +I1014 18:27:47.947896 1250 net.cpp:86] Creating Layer bn4a_branch2a +I1014 18:27:47.947902 1250 net.cpp:408] bn4a_branch2a <- res4a_branch2a +I1014 18:27:47.947909 1250 net.cpp:369] bn4a_branch2a -> res4a_branch2a (in-place) +I1014 18:27:47.948451 1250 net.cpp:124] Setting up bn4a_branch2a +I1014 18:27:47.948462 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.948467 1250 net.cpp:139] Memory required for data: 177623072 +I1014 18:27:47.948475 1250 layer_factory.hpp:77] Creating layer scale4a_branch2a +I1014 18:27:47.948484 1250 net.cpp:86] Creating Layer scale4a_branch2a +I1014 18:27:47.948489 1250 net.cpp:408] scale4a_branch2a <- res4a_branch2a +I1014 18:27:47.948498 1250 net.cpp:369] scale4a_branch2a -> res4a_branch2a (in-place) +I1014 18:27:47.948599 1250 layer_factory.hpp:77] Creating layer scale4a_branch2a +I1014 18:27:47.948899 1250 net.cpp:124] Setting up scale4a_branch2a +I1014 18:27:47.948909 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.948912 1250 net.cpp:139] Memory required for data: 177823776 +I1014 18:27:47.948920 1250 layer_factory.hpp:77] Creating layer res4a_branch2a_relu +I1014 18:27:47.948927 1250 net.cpp:86] Creating Layer res4a_branch2a_relu +I1014 18:27:47.948932 1250 net.cpp:408] res4a_branch2a_relu <- res4a_branch2a +I1014 18:27:47.948938 1250 net.cpp:369] res4a_branch2a_relu -> res4a_branch2a (in-place) +I1014 18:27:47.950392 1250 net.cpp:124] Setting up res4a_branch2a_relu +I1014 18:27:47.950407 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.950412 1250 net.cpp:139] Memory required for data: 178024480 +I1014 18:27:47.950417 1250 layer_factory.hpp:77] Creating layer res4a_branch2b +I1014 18:27:47.950428 1250 net.cpp:86] Creating Layer res4a_branch2b +I1014 18:27:47.950433 1250 net.cpp:408] res4a_branch2b <- res4a_branch2a +I1014 18:27:47.950441 1250 net.cpp:382] res4a_branch2b -> res4a_branch2b +I1014 18:27:47.955858 1250 net.cpp:124] Setting up res4a_branch2b +I1014 18:27:47.955878 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.955883 1250 net.cpp:139] Memory required for data: 178225184 +I1014 18:27:47.955891 1250 layer_factory.hpp:77] Creating layer bn4a_branch2b +I1014 18:27:47.955904 1250 net.cpp:86] Creating Layer bn4a_branch2b +I1014 18:27:47.955914 1250 net.cpp:408] bn4a_branch2b <- res4a_branch2b +I1014 18:27:47.955922 1250 net.cpp:369] bn4a_branch2b -> res4a_branch2b (in-place) +I1014 18:27:47.956490 1250 net.cpp:124] Setting up bn4a_branch2b +I1014 18:27:47.956501 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.956506 1250 net.cpp:139] Memory required for data: 178425888 +I1014 18:27:47.956516 1250 layer_factory.hpp:77] Creating layer scale4a_branch2b +I1014 18:27:47.956524 1250 net.cpp:86] Creating Layer scale4a_branch2b +I1014 18:27:47.956529 1250 net.cpp:408] scale4a_branch2b <- res4a_branch2b +I1014 18:27:47.956537 1250 net.cpp:369] scale4a_branch2b -> res4a_branch2b (in-place) +I1014 18:27:47.956638 1250 layer_factory.hpp:77] Creating layer scale4a_branch2b +I1014 18:27:47.956938 1250 net.cpp:124] Setting up scale4a_branch2b +I1014 18:27:47.956948 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.956953 1250 net.cpp:139] Memory required for data: 178626592 +I1014 18:27:47.956960 1250 layer_factory.hpp:77] Creating layer res4a_branch2b_relu +I1014 18:27:47.956969 1250 net.cpp:86] Creating Layer res4a_branch2b_relu +I1014 18:27:47.956974 1250 net.cpp:408] res4a_branch2b_relu <- res4a_branch2b +I1014 18:27:47.956979 1250 net.cpp:369] res4a_branch2b_relu -> res4a_branch2b (in-place) +I1014 18:27:47.957304 1250 net.cpp:124] Setting up res4a_branch2b_relu +I1014 18:27:47.957317 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.957321 1250 net.cpp:139] Memory required for data: 178827296 +I1014 18:27:47.957326 1250 layer_factory.hpp:77] Creating layer res4a_branch2c +I1014 18:27:47.957339 1250 net.cpp:86] Creating Layer res4a_branch2c +I1014 18:27:47.957345 1250 net.cpp:408] res4a_branch2c <- res4a_branch2b +I1014 18:27:47.957351 1250 net.cpp:382] res4a_branch2c -> res4a_branch2c +I1014 18:27:47.960937 1250 net.cpp:124] Setting up res4a_branch2c +I1014 18:27:47.960957 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.960961 1250 net.cpp:139] Memory required for data: 179630112 +I1014 18:27:47.960968 1250 layer_factory.hpp:77] Creating layer bn4a_branch2c +I1014 18:27:47.960978 1250 net.cpp:86] Creating Layer bn4a_branch2c +I1014 18:27:47.960983 1250 net.cpp:408] bn4a_branch2c <- res4a_branch2c +I1014 18:27:47.960990 1250 net.cpp:369] bn4a_branch2c -> res4a_branch2c (in-place) +I1014 18:27:47.961578 1250 net.cpp:124] Setting up bn4a_branch2c +I1014 18:27:47.961589 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.961593 1250 net.cpp:139] Memory required for data: 180432928 +I1014 18:27:47.961602 1250 layer_factory.hpp:77] Creating layer scale4a_branch2c +I1014 18:27:47.961611 1250 net.cpp:86] Creating Layer scale4a_branch2c +I1014 18:27:47.961616 1250 net.cpp:408] scale4a_branch2c <- res4a_branch2c +I1014 18:27:47.961622 1250 net.cpp:369] scale4a_branch2c -> res4a_branch2c (in-place) +I1014 18:27:47.961741 1250 layer_factory.hpp:77] Creating layer scale4a_branch2c +I1014 18:27:47.962080 1250 net.cpp:124] Setting up scale4a_branch2c +I1014 18:27:47.962090 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.962095 1250 net.cpp:139] Memory required for data: 181235744 +I1014 18:27:47.962101 1250 layer_factory.hpp:77] Creating layer res4a +I1014 18:27:47.962110 1250 net.cpp:86] Creating Layer res4a +I1014 18:27:47.962115 1250 net.cpp:408] res4a <- res4a_branch1 +I1014 18:27:47.962119 1250 net.cpp:408] res4a <- res4a_branch2c +I1014 18:27:47.962126 1250 net.cpp:382] res4a -> res4a +I1014 18:27:47.962182 1250 net.cpp:124] Setting up res4a +I1014 18:27:47.962191 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.962195 1250 net.cpp:139] Memory required for data: 182038560 +I1014 18:27:47.962199 1250 layer_factory.hpp:77] Creating layer res4a_relu +I1014 18:27:47.962208 1250 net.cpp:86] Creating Layer res4a_relu +I1014 18:27:47.962213 1250 net.cpp:408] res4a_relu <- res4a +I1014 18:27:47.962219 1250 net.cpp:369] res4a_relu -> res4a (in-place) +I1014 18:27:47.962518 1250 net.cpp:124] Setting up res4a_relu +I1014 18:27:47.962535 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.962540 1250 net.cpp:139] Memory required for data: 182841376 +I1014 18:27:47.962544 1250 layer_factory.hpp:77] Creating layer res4a_res4a_relu_0_split +I1014 18:27:47.962551 1250 net.cpp:86] Creating Layer res4a_res4a_relu_0_split +I1014 18:27:47.962558 1250 net.cpp:408] res4a_res4a_relu_0_split <- res4a +I1014 18:27:47.962563 1250 net.cpp:382] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_0 +I1014 18:27:47.962572 1250 net.cpp:382] res4a_res4a_relu_0_split -> res4a_res4a_relu_0_split_1 +I1014 18:27:47.962671 1250 net.cpp:124] Setting up res4a_res4a_relu_0_split +I1014 18:27:47.962680 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.962685 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.962689 1250 net.cpp:139] Memory required for data: 184447008 +I1014 18:27:47.962693 1250 layer_factory.hpp:77] Creating layer res4b1_branch2a +I1014 18:27:47.962705 1250 net.cpp:86] Creating Layer res4b1_branch2a +I1014 18:27:47.962710 1250 net.cpp:408] res4b1_branch2a <- res4a_res4a_relu_0_split_0 +I1014 18:27:47.962718 1250 net.cpp:382] res4b1_branch2a -> res4b1_branch2a +I1014 18:27:47.966189 1250 net.cpp:124] Setting up res4b1_branch2a +I1014 18:27:47.966208 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.966213 1250 net.cpp:139] Memory required for data: 184647712 +I1014 18:27:47.966222 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2a +I1014 18:27:47.966230 1250 net.cpp:86] Creating Layer bn4b1_branch2a +I1014 18:27:47.966236 1250 net.cpp:408] bn4b1_branch2a <- res4b1_branch2a +I1014 18:27:47.966243 1250 net.cpp:369] bn4b1_branch2a -> res4b1_branch2a (in-place) +I1014 18:27:47.966755 1250 net.cpp:124] Setting up bn4b1_branch2a +I1014 18:27:47.966766 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.966770 1250 net.cpp:139] Memory required for data: 184848416 +I1014 18:27:47.966779 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2a +I1014 18:27:47.966789 1250 net.cpp:86] Creating Layer scale4b1_branch2a +I1014 18:27:47.966794 1250 net.cpp:408] scale4b1_branch2a <- res4b1_branch2a +I1014 18:27:47.966801 1250 net.cpp:369] scale4b1_branch2a -> res4b1_branch2a (in-place) +I1014 18:27:47.966895 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2a +I1014 18:27:47.967186 1250 net.cpp:124] Setting up scale4b1_branch2a +I1014 18:27:47.967196 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.967200 1250 net.cpp:139] Memory required for data: 185049120 +I1014 18:27:47.967207 1250 layer_factory.hpp:77] Creating layer res4b1_branch2a_relu +I1014 18:27:47.967216 1250 net.cpp:86] Creating Layer res4b1_branch2a_relu +I1014 18:27:47.967219 1250 net.cpp:408] res4b1_branch2a_relu <- res4b1_branch2a +I1014 18:27:47.967226 1250 net.cpp:369] res4b1_branch2a_relu -> res4b1_branch2a (in-place) +I1014 18:27:47.968068 1250 net.cpp:124] Setting up res4b1_branch2a_relu +I1014 18:27:47.968086 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.968091 1250 net.cpp:139] Memory required for data: 185249824 +I1014 18:27:47.968096 1250 layer_factory.hpp:77] Creating layer res4b1_branch2b +I1014 18:27:47.968109 1250 net.cpp:86] Creating Layer res4b1_branch2b +I1014 18:27:47.968114 1250 net.cpp:408] res4b1_branch2b <- res4b1_branch2a +I1014 18:27:47.968122 1250 net.cpp:382] res4b1_branch2b -> res4b1_branch2b +I1014 18:27:47.973587 1250 net.cpp:124] Setting up res4b1_branch2b +I1014 18:27:47.973616 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.973621 1250 net.cpp:139] Memory required for data: 185450528 +I1014 18:27:47.973631 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2b +I1014 18:27:47.973644 1250 net.cpp:86] Creating Layer bn4b1_branch2b +I1014 18:27:47.973652 1250 net.cpp:408] bn4b1_branch2b <- res4b1_branch2b +I1014 18:27:47.973659 1250 net.cpp:369] bn4b1_branch2b -> res4b1_branch2b (in-place) +I1014 18:27:47.974300 1250 net.cpp:124] Setting up bn4b1_branch2b +I1014 18:27:47.974311 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.974323 1250 net.cpp:139] Memory required for data: 185651232 +I1014 18:27:47.974334 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2b +I1014 18:27:47.974344 1250 net.cpp:86] Creating Layer scale4b1_branch2b +I1014 18:27:47.974349 1250 net.cpp:408] scale4b1_branch2b <- res4b1_branch2b +I1014 18:27:47.974357 1250 net.cpp:369] scale4b1_branch2b -> res4b1_branch2b (in-place) +I1014 18:27:47.974464 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2b +I1014 18:27:47.974783 1250 net.cpp:124] Setting up scale4b1_branch2b +I1014 18:27:47.974794 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.974798 1250 net.cpp:139] Memory required for data: 185851936 +I1014 18:27:47.974805 1250 layer_factory.hpp:77] Creating layer res4b1_branch2b_relu +I1014 18:27:47.974813 1250 net.cpp:86] Creating Layer res4b1_branch2b_relu +I1014 18:27:47.974818 1250 net.cpp:408] res4b1_branch2b_relu <- res4b1_branch2b +I1014 18:27:47.974824 1250 net.cpp:369] res4b1_branch2b_relu -> res4b1_branch2b (in-place) +I1014 18:27:47.975210 1250 net.cpp:124] Setting up res4b1_branch2b_relu +I1014 18:27:47.975222 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.975226 1250 net.cpp:139] Memory required for data: 186052640 +I1014 18:27:47.975231 1250 layer_factory.hpp:77] Creating layer res4b1_branch2c +I1014 18:27:47.975244 1250 net.cpp:86] Creating Layer res4b1_branch2c +I1014 18:27:47.975250 1250 net.cpp:408] res4b1_branch2c <- res4b1_branch2b +I1014 18:27:47.975256 1250 net.cpp:382] res4b1_branch2c -> res4b1_branch2c +I1014 18:27:47.980931 1250 net.cpp:124] Setting up res4b1_branch2c +I1014 18:27:47.980952 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.980957 1250 net.cpp:139] Memory required for data: 186855456 +I1014 18:27:47.980964 1250 layer_factory.hpp:77] Creating layer bn4b1_branch2c +I1014 18:27:47.980973 1250 net.cpp:86] Creating Layer bn4b1_branch2c +I1014 18:27:47.980979 1250 net.cpp:408] bn4b1_branch2c <- res4b1_branch2c +I1014 18:27:47.980986 1250 net.cpp:369] bn4b1_branch2c -> res4b1_branch2c (in-place) +I1014 18:27:47.981585 1250 net.cpp:124] Setting up bn4b1_branch2c +I1014 18:27:47.981596 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.981600 1250 net.cpp:139] Memory required for data: 187658272 +I1014 18:27:47.981609 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2c +I1014 18:27:47.981619 1250 net.cpp:86] Creating Layer scale4b1_branch2c +I1014 18:27:47.981624 1250 net.cpp:408] scale4b1_branch2c <- res4b1_branch2c +I1014 18:27:47.981631 1250 net.cpp:369] scale4b1_branch2c -> res4b1_branch2c (in-place) +I1014 18:27:47.981747 1250 layer_factory.hpp:77] Creating layer scale4b1_branch2c +I1014 18:27:47.982092 1250 net.cpp:124] Setting up scale4b1_branch2c +I1014 18:27:47.982102 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.982106 1250 net.cpp:139] Memory required for data: 188461088 +I1014 18:27:47.982120 1250 layer_factory.hpp:77] Creating layer res4b1 +I1014 18:27:47.982127 1250 net.cpp:86] Creating Layer res4b1 +I1014 18:27:47.982132 1250 net.cpp:408] res4b1 <- res4a_res4a_relu_0_split_1 +I1014 18:27:47.982138 1250 net.cpp:408] res4b1 <- res4b1_branch2c +I1014 18:27:47.982143 1250 net.cpp:382] res4b1 -> res4b1 +I1014 18:27:47.982200 1250 net.cpp:124] Setting up res4b1 +I1014 18:27:47.982209 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.982213 1250 net.cpp:139] Memory required for data: 189263904 +I1014 18:27:47.982218 1250 layer_factory.hpp:77] Creating layer res4b1_relu +I1014 18:27:47.982224 1250 net.cpp:86] Creating Layer res4b1_relu +I1014 18:27:47.982229 1250 net.cpp:408] res4b1_relu <- res4b1 +I1014 18:27:47.982234 1250 net.cpp:369] res4b1_relu -> res4b1 (in-place) +I1014 18:27:47.982533 1250 net.cpp:124] Setting up res4b1_relu +I1014 18:27:47.982545 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.982549 1250 net.cpp:139] Memory required for data: 190066720 +I1014 18:27:47.982553 1250 layer_factory.hpp:77] Creating layer res4b1_res4b1_relu_0_split +I1014 18:27:47.982560 1250 net.cpp:86] Creating Layer res4b1_res4b1_relu_0_split +I1014 18:27:47.982578 1250 net.cpp:408] res4b1_res4b1_relu_0_split <- res4b1 +I1014 18:27:47.982587 1250 net.cpp:382] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_0 +I1014 18:27:47.982596 1250 net.cpp:382] res4b1_res4b1_relu_0_split -> res4b1_res4b1_relu_0_split_1 +I1014 18:27:47.982694 1250 net.cpp:124] Setting up res4b1_res4b1_relu_0_split +I1014 18:27:47.982704 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.982709 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:47.982712 1250 net.cpp:139] Memory required for data: 191672352 +I1014 18:27:47.982717 1250 layer_factory.hpp:77] Creating layer res4b2_branch2a +I1014 18:27:47.982728 1250 net.cpp:86] Creating Layer res4b2_branch2a +I1014 18:27:47.982741 1250 net.cpp:408] res4b2_branch2a <- res4b1_res4b1_relu_0_split_0 +I1014 18:27:47.982750 1250 net.cpp:382] res4b2_branch2a -> res4b2_branch2a +I1014 18:27:47.986537 1250 net.cpp:124] Setting up res4b2_branch2a +I1014 18:27:47.986557 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.986562 1250 net.cpp:139] Memory required for data: 191873056 +I1014 18:27:47.986568 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2a +I1014 18:27:47.986577 1250 net.cpp:86] Creating Layer bn4b2_branch2a +I1014 18:27:47.986582 1250 net.cpp:408] bn4b2_branch2a <- res4b2_branch2a +I1014 18:27:47.986588 1250 net.cpp:369] bn4b2_branch2a -> res4b2_branch2a (in-place) +I1014 18:27:47.987107 1250 net.cpp:124] Setting up bn4b2_branch2a +I1014 18:27:47.987120 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.987130 1250 net.cpp:139] Memory required for data: 192073760 +I1014 18:27:47.987143 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2a +I1014 18:27:47.987151 1250 net.cpp:86] Creating Layer scale4b2_branch2a +I1014 18:27:47.987156 1250 net.cpp:408] scale4b2_branch2a <- res4b2_branch2a +I1014 18:27:47.987162 1250 net.cpp:369] scale4b2_branch2a -> res4b2_branch2a (in-place) +I1014 18:27:47.987257 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2a +I1014 18:27:47.987555 1250 net.cpp:124] Setting up scale4b2_branch2a +I1014 18:27:47.987571 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.987578 1250 net.cpp:139] Memory required for data: 192274464 +I1014 18:27:47.987586 1250 layer_factory.hpp:77] Creating layer res4b2_branch2a_relu +I1014 18:27:47.987593 1250 net.cpp:86] Creating Layer res4b2_branch2a_relu +I1014 18:27:47.987598 1250 net.cpp:408] res4b2_branch2a_relu <- res4b2_branch2a +I1014 18:27:47.987604 1250 net.cpp:369] res4b2_branch2a_relu -> res4b2_branch2a (in-place) +I1014 18:27:47.988791 1250 net.cpp:124] Setting up res4b2_branch2a_relu +I1014 18:27:47.988806 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.988811 1250 net.cpp:139] Memory required for data: 192475168 +I1014 18:27:47.988816 1250 layer_factory.hpp:77] Creating layer res4b2_branch2b +I1014 18:27:47.988828 1250 net.cpp:86] Creating Layer res4b2_branch2b +I1014 18:27:47.988836 1250 net.cpp:408] res4b2_branch2b <- res4b2_branch2a +I1014 18:27:47.988847 1250 net.cpp:382] res4b2_branch2b -> res4b2_branch2b +I1014 18:27:47.993465 1250 net.cpp:124] Setting up res4b2_branch2b +I1014 18:27:47.993484 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.993489 1250 net.cpp:139] Memory required for data: 192675872 +I1014 18:27:47.993496 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2b +I1014 18:27:47.993513 1250 net.cpp:86] Creating Layer bn4b2_branch2b +I1014 18:27:47.993520 1250 net.cpp:408] bn4b2_branch2b <- res4b2_branch2b +I1014 18:27:47.993526 1250 net.cpp:369] bn4b2_branch2b -> res4b2_branch2b (in-place) +I1014 18:27:47.994066 1250 net.cpp:124] Setting up bn4b2_branch2b +I1014 18:27:47.994076 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.994081 1250 net.cpp:139] Memory required for data: 192876576 +I1014 18:27:47.994089 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2b +I1014 18:27:47.994097 1250 net.cpp:86] Creating Layer scale4b2_branch2b +I1014 18:27:47.994107 1250 net.cpp:408] scale4b2_branch2b <- res4b2_branch2b +I1014 18:27:47.994114 1250 net.cpp:369] scale4b2_branch2b -> res4b2_branch2b (in-place) +I1014 18:27:47.994216 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2b +I1014 18:27:47.994515 1250 net.cpp:124] Setting up scale4b2_branch2b +I1014 18:27:47.994525 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.994529 1250 net.cpp:139] Memory required for data: 193077280 +I1014 18:27:47.994536 1250 layer_factory.hpp:77] Creating layer res4b2_branch2b_relu +I1014 18:27:47.994546 1250 net.cpp:86] Creating Layer res4b2_branch2b_relu +I1014 18:27:47.994551 1250 net.cpp:408] res4b2_branch2b_relu <- res4b2_branch2b +I1014 18:27:47.994557 1250 net.cpp:369] res4b2_branch2b_relu -> res4b2_branch2b (in-place) +I1014 18:27:47.995677 1250 net.cpp:124] Setting up res4b2_branch2b_relu +I1014 18:27:47.995694 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:47.995699 1250 net.cpp:139] Memory required for data: 193277984 +I1014 18:27:47.995704 1250 layer_factory.hpp:77] Creating layer res4b2_branch2c +I1014 18:27:47.995714 1250 net.cpp:86] Creating Layer res4b2_branch2c +I1014 18:27:47.995720 1250 net.cpp:408] res4b2_branch2c <- res4b2_branch2b +I1014 18:27:47.995728 1250 net.cpp:382] res4b2_branch2c -> res4b2_branch2c +I1014 18:27:48.000267 1250 net.cpp:124] Setting up res4b2_branch2c +I1014 18:27:48.000285 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.000290 1250 net.cpp:139] Memory required for data: 194080800 +I1014 18:27:48.000298 1250 layer_factory.hpp:77] Creating layer bn4b2_branch2c +I1014 18:27:48.000309 1250 net.cpp:86] Creating Layer bn4b2_branch2c +I1014 18:27:48.000318 1250 net.cpp:408] bn4b2_branch2c <- res4b2_branch2c +I1014 18:27:48.000325 1250 net.cpp:369] bn4b2_branch2c -> res4b2_branch2c (in-place) +I1014 18:27:48.000947 1250 net.cpp:124] Setting up bn4b2_branch2c +I1014 18:27:48.000958 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.000962 1250 net.cpp:139] Memory required for data: 194883616 +I1014 18:27:48.000972 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2c +I1014 18:27:48.000979 1250 net.cpp:86] Creating Layer scale4b2_branch2c +I1014 18:27:48.000984 1250 net.cpp:408] scale4b2_branch2c <- res4b2_branch2c +I1014 18:27:48.000991 1250 net.cpp:369] scale4b2_branch2c -> res4b2_branch2c (in-place) +I1014 18:27:48.001121 1250 layer_factory.hpp:77] Creating layer scale4b2_branch2c +I1014 18:27:48.001482 1250 net.cpp:124] Setting up scale4b2_branch2c +I1014 18:27:48.001492 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.001495 1250 net.cpp:139] Memory required for data: 195686432 +I1014 18:27:48.001503 1250 layer_factory.hpp:77] Creating layer res4b2 +I1014 18:27:48.001510 1250 net.cpp:86] Creating Layer res4b2 +I1014 18:27:48.001515 1250 net.cpp:408] res4b2 <- res4b1_res4b1_relu_0_split_1 +I1014 18:27:48.001520 1250 net.cpp:408] res4b2 <- res4b2_branch2c +I1014 18:27:48.001526 1250 net.cpp:382] res4b2 -> res4b2 +I1014 18:27:48.001587 1250 net.cpp:124] Setting up res4b2 +I1014 18:27:48.001596 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.001600 1250 net.cpp:139] Memory required for data: 196489248 +I1014 18:27:48.001605 1250 layer_factory.hpp:77] Creating layer res4b2_relu +I1014 18:27:48.001616 1250 net.cpp:86] Creating Layer res4b2_relu +I1014 18:27:48.001621 1250 net.cpp:408] res4b2_relu <- res4b2 +I1014 18:27:48.001626 1250 net.cpp:369] res4b2_relu -> res4b2 (in-place) +I1014 18:27:48.001927 1250 net.cpp:124] Setting up res4b2_relu +I1014 18:27:48.001938 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.001942 1250 net.cpp:139] Memory required for data: 197292064 +I1014 18:27:48.001947 1250 layer_factory.hpp:77] Creating layer res4b2_res4b2_relu_0_split +I1014 18:27:48.001953 1250 net.cpp:86] Creating Layer res4b2_res4b2_relu_0_split +I1014 18:27:48.001958 1250 net.cpp:408] res4b2_res4b2_relu_0_split <- res4b2 +I1014 18:27:48.001965 1250 net.cpp:382] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_0 +I1014 18:27:48.001978 1250 net.cpp:382] res4b2_res4b2_relu_0_split -> res4b2_res4b2_relu_0_split_1 +I1014 18:27:48.002085 1250 net.cpp:124] Setting up res4b2_res4b2_relu_0_split +I1014 18:27:48.002094 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.002099 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.002102 1250 net.cpp:139] Memory required for data: 198897696 +I1014 18:27:48.002106 1250 layer_factory.hpp:77] Creating layer res4b3_branch2a +I1014 18:27:48.002116 1250 net.cpp:86] Creating Layer res4b3_branch2a +I1014 18:27:48.002121 1250 net.cpp:408] res4b3_branch2a <- res4b2_res4b2_relu_0_split_0 +I1014 18:27:48.002128 1250 net.cpp:382] res4b3_branch2a -> res4b3_branch2a +I1014 18:27:48.005573 1250 net.cpp:124] Setting up res4b3_branch2a +I1014 18:27:48.005592 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.005597 1250 net.cpp:139] Memory required for data: 199098400 +I1014 18:27:48.005604 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2a +I1014 18:27:48.005612 1250 net.cpp:86] Creating Layer bn4b3_branch2a +I1014 18:27:48.005617 1250 net.cpp:408] bn4b3_branch2a <- res4b3_branch2a +I1014 18:27:48.005626 1250 net.cpp:369] bn4b3_branch2a -> res4b3_branch2a (in-place) +I1014 18:27:48.006163 1250 net.cpp:124] Setting up bn4b3_branch2a +I1014 18:27:48.006173 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.006176 1250 net.cpp:139] Memory required for data: 199299104 +I1014 18:27:48.006186 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2a +I1014 18:27:48.006194 1250 net.cpp:86] Creating Layer scale4b3_branch2a +I1014 18:27:48.006198 1250 net.cpp:408] scale4b3_branch2a <- res4b3_branch2a +I1014 18:27:48.006204 1250 net.cpp:369] scale4b3_branch2a -> res4b3_branch2a (in-place) +I1014 18:27:48.006310 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2a +I1014 18:27:48.006628 1250 net.cpp:124] Setting up scale4b3_branch2a +I1014 18:27:48.006639 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.006641 1250 net.cpp:139] Memory required for data: 199499808 +I1014 18:27:48.006649 1250 layer_factory.hpp:77] Creating layer res4b3_branch2a_relu +I1014 18:27:48.006656 1250 net.cpp:86] Creating Layer res4b3_branch2a_relu +I1014 18:27:48.006660 1250 net.cpp:408] res4b3_branch2a_relu <- res4b3_branch2a +I1014 18:27:48.006666 1250 net.cpp:369] res4b3_branch2a_relu -> res4b3_branch2a (in-place) +I1014 18:27:48.007508 1250 net.cpp:124] Setting up res4b3_branch2a_relu +I1014 18:27:48.007521 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.007525 1250 net.cpp:139] Memory required for data: 199700512 +I1014 18:27:48.007530 1250 layer_factory.hpp:77] Creating layer res4b3_branch2b +I1014 18:27:48.007542 1250 net.cpp:86] Creating Layer res4b3_branch2b +I1014 18:27:48.007549 1250 net.cpp:408] res4b3_branch2b <- res4b3_branch2a +I1014 18:27:48.007555 1250 net.cpp:382] res4b3_branch2b -> res4b3_branch2b +I1014 18:27:48.012197 1250 net.cpp:124] Setting up res4b3_branch2b +I1014 18:27:48.012217 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.012221 1250 net.cpp:139] Memory required for data: 199901216 +I1014 18:27:48.012228 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2b +I1014 18:27:48.012238 1250 net.cpp:86] Creating Layer bn4b3_branch2b +I1014 18:27:48.012243 1250 net.cpp:408] bn4b3_branch2b <- res4b3_branch2b +I1014 18:27:48.012250 1250 net.cpp:369] bn4b3_branch2b -> res4b3_branch2b (in-place) +I1014 18:27:48.012797 1250 net.cpp:124] Setting up bn4b3_branch2b +I1014 18:27:48.012807 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.012811 1250 net.cpp:139] Memory required for data: 200101920 +I1014 18:27:48.012821 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2b +I1014 18:27:48.012831 1250 net.cpp:86] Creating Layer scale4b3_branch2b +I1014 18:27:48.012836 1250 net.cpp:408] scale4b3_branch2b <- res4b3_branch2b +I1014 18:27:48.012843 1250 net.cpp:369] scale4b3_branch2b -> res4b3_branch2b (in-place) +I1014 18:27:48.012940 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2b +I1014 18:27:48.013263 1250 net.cpp:124] Setting up scale4b3_branch2b +I1014 18:27:48.013274 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.013278 1250 net.cpp:139] Memory required for data: 200302624 +I1014 18:27:48.013285 1250 layer_factory.hpp:77] Creating layer res4b3_branch2b_relu +I1014 18:27:48.013294 1250 net.cpp:86] Creating Layer res4b3_branch2b_relu +I1014 18:27:48.013299 1250 net.cpp:408] res4b3_branch2b_relu <- res4b3_branch2b +I1014 18:27:48.013304 1250 net.cpp:369] res4b3_branch2b_relu -> res4b3_branch2b (in-place) +I1014 18:27:48.013602 1250 net.cpp:124] Setting up res4b3_branch2b_relu +I1014 18:27:48.013613 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.013617 1250 net.cpp:139] Memory required for data: 200503328 +I1014 18:27:48.013622 1250 layer_factory.hpp:77] Creating layer res4b3_branch2c +I1014 18:27:48.013633 1250 net.cpp:86] Creating Layer res4b3_branch2c +I1014 18:27:48.013638 1250 net.cpp:408] res4b3_branch2c <- res4b3_branch2b +I1014 18:27:48.013644 1250 net.cpp:382] res4b3_branch2c -> res4b3_branch2c +I1014 18:27:48.020267 1250 net.cpp:124] Setting up res4b3_branch2c +I1014 18:27:48.020287 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.020292 1250 net.cpp:139] Memory required for data: 201306144 +I1014 18:27:48.020298 1250 layer_factory.hpp:77] Creating layer bn4b3_branch2c +I1014 18:27:48.020310 1250 net.cpp:86] Creating Layer bn4b3_branch2c +I1014 18:27:48.020318 1250 net.cpp:408] bn4b3_branch2c <- res4b3_branch2c +I1014 18:27:48.020328 1250 net.cpp:369] bn4b3_branch2c -> res4b3_branch2c (in-place) +I1014 18:27:48.021054 1250 net.cpp:124] Setting up bn4b3_branch2c +I1014 18:27:48.021064 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.021069 1250 net.cpp:139] Memory required for data: 202108960 +I1014 18:27:48.021077 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2c +I1014 18:27:48.021085 1250 net.cpp:86] Creating Layer scale4b3_branch2c +I1014 18:27:48.021090 1250 net.cpp:408] scale4b3_branch2c <- res4b3_branch2c +I1014 18:27:48.021096 1250 net.cpp:369] scale4b3_branch2c -> res4b3_branch2c (in-place) +I1014 18:27:48.021220 1250 layer_factory.hpp:77] Creating layer scale4b3_branch2c +I1014 18:27:48.021591 1250 net.cpp:124] Setting up scale4b3_branch2c +I1014 18:27:48.021602 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.021606 1250 net.cpp:139] Memory required for data: 202911776 +I1014 18:27:48.021613 1250 layer_factory.hpp:77] Creating layer res4b3 +I1014 18:27:48.021620 1250 net.cpp:86] Creating Layer res4b3 +I1014 18:27:48.021625 1250 net.cpp:408] res4b3 <- res4b2_res4b2_relu_0_split_1 +I1014 18:27:48.021631 1250 net.cpp:408] res4b3 <- res4b3_branch2c +I1014 18:27:48.021637 1250 net.cpp:382] res4b3 -> res4b3 +I1014 18:27:48.021700 1250 net.cpp:124] Setting up res4b3 +I1014 18:27:48.021709 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.021713 1250 net.cpp:139] Memory required for data: 203714592 +I1014 18:27:48.021718 1250 layer_factory.hpp:77] Creating layer res4b3_relu +I1014 18:27:48.021723 1250 net.cpp:86] Creating Layer res4b3_relu +I1014 18:27:48.021728 1250 net.cpp:408] res4b3_relu <- res4b3 +I1014 18:27:48.021733 1250 net.cpp:369] res4b3_relu -> res4b3 (in-place) +I1014 18:27:48.022047 1250 net.cpp:124] Setting up res4b3_relu +I1014 18:27:48.022059 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.022063 1250 net.cpp:139] Memory required for data: 204517408 +I1014 18:27:48.022068 1250 layer_factory.hpp:77] Creating layer res4b3_res4b3_relu_0_split +I1014 18:27:48.022074 1250 net.cpp:86] Creating Layer res4b3_res4b3_relu_0_split +I1014 18:27:48.022079 1250 net.cpp:408] res4b3_res4b3_relu_0_split <- res4b3 +I1014 18:27:48.022086 1250 net.cpp:382] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_0 +I1014 18:27:48.022095 1250 net.cpp:382] res4b3_res4b3_relu_0_split -> res4b3_res4b3_relu_0_split_1 +I1014 18:27:48.022202 1250 net.cpp:124] Setting up res4b3_res4b3_relu_0_split +I1014 18:27:48.022210 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.022219 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.022223 1250 net.cpp:139] Memory required for data: 206123040 +I1014 18:27:48.022228 1250 layer_factory.hpp:77] Creating layer res4b4_branch2a +I1014 18:27:48.022243 1250 net.cpp:86] Creating Layer res4b4_branch2a +I1014 18:27:48.022248 1250 net.cpp:408] res4b4_branch2a <- res4b3_res4b3_relu_0_split_0 +I1014 18:27:48.022253 1250 net.cpp:382] res4b4_branch2a -> res4b4_branch2a +I1014 18:27:48.025761 1250 net.cpp:124] Setting up res4b4_branch2a +I1014 18:27:48.025780 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.025785 1250 net.cpp:139] Memory required for data: 206323744 +I1014 18:27:48.025792 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2a +I1014 18:27:48.025801 1250 net.cpp:86] Creating Layer bn4b4_branch2a +I1014 18:27:48.025806 1250 net.cpp:408] bn4b4_branch2a <- res4b4_branch2a +I1014 18:27:48.025820 1250 net.cpp:369] bn4b4_branch2a -> res4b4_branch2a (in-place) +I1014 18:27:48.026383 1250 net.cpp:124] Setting up bn4b4_branch2a +I1014 18:27:48.026393 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.026397 1250 net.cpp:139] Memory required for data: 206524448 +I1014 18:27:48.026407 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2a +I1014 18:27:48.026415 1250 net.cpp:86] Creating Layer scale4b4_branch2a +I1014 18:27:48.026419 1250 net.cpp:408] scale4b4_branch2a <- res4b4_branch2a +I1014 18:27:48.026427 1250 net.cpp:369] scale4b4_branch2a -> res4b4_branch2a (in-place) +I1014 18:27:48.026528 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2a +I1014 18:27:48.026836 1250 net.cpp:124] Setting up scale4b4_branch2a +I1014 18:27:48.026846 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.026850 1250 net.cpp:139] Memory required for data: 206725152 +I1014 18:27:48.026857 1250 layer_factory.hpp:77] Creating layer res4b4_branch2a_relu +I1014 18:27:48.026865 1250 net.cpp:86] Creating Layer res4b4_branch2a_relu +I1014 18:27:48.026870 1250 net.cpp:408] res4b4_branch2a_relu <- res4b4_branch2a +I1014 18:27:48.026875 1250 net.cpp:369] res4b4_branch2a_relu -> res4b4_branch2a (in-place) +I1014 18:27:48.027716 1250 net.cpp:124] Setting up res4b4_branch2a_relu +I1014 18:27:48.027739 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.027745 1250 net.cpp:139] Memory required for data: 206925856 +I1014 18:27:48.027752 1250 layer_factory.hpp:77] Creating layer res4b4_branch2b +I1014 18:27:48.027765 1250 net.cpp:86] Creating Layer res4b4_branch2b +I1014 18:27:48.027770 1250 net.cpp:408] res4b4_branch2b <- res4b4_branch2a +I1014 18:27:48.027777 1250 net.cpp:382] res4b4_branch2b -> res4b4_branch2b +I1014 18:27:48.032644 1250 net.cpp:124] Setting up res4b4_branch2b +I1014 18:27:48.032661 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.032666 1250 net.cpp:139] Memory required for data: 207126560 +I1014 18:27:48.032673 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2b +I1014 18:27:48.032683 1250 net.cpp:86] Creating Layer bn4b4_branch2b +I1014 18:27:48.032688 1250 net.cpp:408] bn4b4_branch2b <- res4b4_branch2b +I1014 18:27:48.032696 1250 net.cpp:369] bn4b4_branch2b -> res4b4_branch2b (in-place) +I1014 18:27:48.033254 1250 net.cpp:124] Setting up bn4b4_branch2b +I1014 18:27:48.033264 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.033268 1250 net.cpp:139] Memory required for data: 207327264 +I1014 18:27:48.033277 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2b +I1014 18:27:48.033288 1250 net.cpp:86] Creating Layer scale4b4_branch2b +I1014 18:27:48.033294 1250 net.cpp:408] scale4b4_branch2b <- res4b4_branch2b +I1014 18:27:48.033303 1250 net.cpp:369] scale4b4_branch2b -> res4b4_branch2b (in-place) +I1014 18:27:48.033406 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2b +I1014 18:27:48.033720 1250 net.cpp:124] Setting up scale4b4_branch2b +I1014 18:27:48.033730 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.033733 1250 net.cpp:139] Memory required for data: 207527968 +I1014 18:27:48.033740 1250 layer_factory.hpp:77] Creating layer res4b4_branch2b_relu +I1014 18:27:48.033753 1250 net.cpp:86] Creating Layer res4b4_branch2b_relu +I1014 18:27:48.033758 1250 net.cpp:408] res4b4_branch2b_relu <- res4b4_branch2b +I1014 18:27:48.033764 1250 net.cpp:369] res4b4_branch2b_relu -> res4b4_branch2b (in-place) +I1014 18:27:48.034067 1250 net.cpp:124] Setting up res4b4_branch2b_relu +I1014 18:27:48.034080 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.034082 1250 net.cpp:139] Memory required for data: 207728672 +I1014 18:27:48.034087 1250 layer_factory.hpp:77] Creating layer res4b4_branch2c +I1014 18:27:48.034098 1250 net.cpp:86] Creating Layer res4b4_branch2c +I1014 18:27:48.034103 1250 net.cpp:408] res4b4_branch2c <- res4b4_branch2b +I1014 18:27:48.034109 1250 net.cpp:382] res4b4_branch2c -> res4b4_branch2c +I1014 18:27:48.037814 1250 net.cpp:124] Setting up res4b4_branch2c +I1014 18:27:48.037835 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.037839 1250 net.cpp:139] Memory required for data: 208531488 +I1014 18:27:48.037847 1250 layer_factory.hpp:77] Creating layer bn4b4_branch2c +I1014 18:27:48.037858 1250 net.cpp:86] Creating Layer bn4b4_branch2c +I1014 18:27:48.037863 1250 net.cpp:408] bn4b4_branch2c <- res4b4_branch2c +I1014 18:27:48.037870 1250 net.cpp:369] bn4b4_branch2c -> res4b4_branch2c (in-place) +I1014 18:27:48.038494 1250 net.cpp:124] Setting up bn4b4_branch2c +I1014 18:27:48.038506 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.038509 1250 net.cpp:139] Memory required for data: 209334304 +I1014 18:27:48.038518 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2c +I1014 18:27:48.038527 1250 net.cpp:86] Creating Layer scale4b4_branch2c +I1014 18:27:48.038532 1250 net.cpp:408] scale4b4_branch2c <- res4b4_branch2c +I1014 18:27:48.038538 1250 net.cpp:369] scale4b4_branch2c -> res4b4_branch2c (in-place) +I1014 18:27:48.038661 1250 layer_factory.hpp:77] Creating layer scale4b4_branch2c +I1014 18:27:48.039027 1250 net.cpp:124] Setting up scale4b4_branch2c +I1014 18:27:48.039037 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.039041 1250 net.cpp:139] Memory required for data: 210137120 +I1014 18:27:48.039048 1250 layer_factory.hpp:77] Creating layer res4b4 +I1014 18:27:48.039055 1250 net.cpp:86] Creating Layer res4b4 +I1014 18:27:48.039060 1250 net.cpp:408] res4b4 <- res4b3_res4b3_relu_0_split_1 +I1014 18:27:48.039067 1250 net.cpp:408] res4b4 <- res4b4_branch2c +I1014 18:27:48.039072 1250 net.cpp:382] res4b4 -> res4b4 +I1014 18:27:48.039134 1250 net.cpp:124] Setting up res4b4 +I1014 18:27:48.039147 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.039151 1250 net.cpp:139] Memory required for data: 210939936 +I1014 18:27:48.039155 1250 layer_factory.hpp:77] Creating layer res4b4_relu +I1014 18:27:48.039162 1250 net.cpp:86] Creating Layer res4b4_relu +I1014 18:27:48.039167 1250 net.cpp:408] res4b4_relu <- res4b4 +I1014 18:27:48.039173 1250 net.cpp:369] res4b4_relu -> res4b4 (in-place) +I1014 18:27:48.039468 1250 net.cpp:124] Setting up res4b4_relu +I1014 18:27:48.039479 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.039482 1250 net.cpp:139] Memory required for data: 211742752 +I1014 18:27:48.039487 1250 layer_factory.hpp:77] Creating layer res4b4_res4b4_relu_0_split +I1014 18:27:48.039494 1250 net.cpp:86] Creating Layer res4b4_res4b4_relu_0_split +I1014 18:27:48.039499 1250 net.cpp:408] res4b4_res4b4_relu_0_split <- res4b4 +I1014 18:27:48.039505 1250 net.cpp:382] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_0 +I1014 18:27:48.039515 1250 net.cpp:382] res4b4_res4b4_relu_0_split -> res4b4_res4b4_relu_0_split_1 +I1014 18:27:48.039631 1250 net.cpp:124] Setting up res4b4_res4b4_relu_0_split +I1014 18:27:48.039644 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.039649 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.039654 1250 net.cpp:139] Memory required for data: 213348384 +I1014 18:27:48.039657 1250 layer_factory.hpp:77] Creating layer res4b5_branch2a +I1014 18:27:48.039672 1250 net.cpp:86] Creating Layer res4b5_branch2a +I1014 18:27:48.039679 1250 net.cpp:408] res4b5_branch2a <- res4b4_res4b4_relu_0_split_0 +I1014 18:27:48.039685 1250 net.cpp:382] res4b5_branch2a -> res4b5_branch2a +I1014 18:27:48.043082 1250 net.cpp:124] Setting up res4b5_branch2a +I1014 18:27:48.043097 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.043102 1250 net.cpp:139] Memory required for data: 213549088 +I1014 18:27:48.043108 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2a +I1014 18:27:48.043118 1250 net.cpp:86] Creating Layer bn4b5_branch2a +I1014 18:27:48.043123 1250 net.cpp:408] bn4b5_branch2a <- res4b5_branch2a +I1014 18:27:48.043130 1250 net.cpp:369] bn4b5_branch2a -> res4b5_branch2a (in-place) +I1014 18:27:48.043682 1250 net.cpp:124] Setting up bn4b5_branch2a +I1014 18:27:48.043696 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.043701 1250 net.cpp:139] Memory required for data: 213749792 +I1014 18:27:48.043710 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2a +I1014 18:27:48.043720 1250 net.cpp:86] Creating Layer scale4b5_branch2a +I1014 18:27:48.043725 1250 net.cpp:408] scale4b5_branch2a <- res4b5_branch2a +I1014 18:27:48.043737 1250 net.cpp:369] scale4b5_branch2a -> res4b5_branch2a (in-place) +I1014 18:27:48.043839 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2a +I1014 18:27:48.044149 1250 net.cpp:124] Setting up scale4b5_branch2a +I1014 18:27:48.044159 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.044163 1250 net.cpp:139] Memory required for data: 213950496 +I1014 18:27:48.044172 1250 layer_factory.hpp:77] Creating layer res4b5_branch2a_relu +I1014 18:27:48.044178 1250 net.cpp:86] Creating Layer res4b5_branch2a_relu +I1014 18:27:48.044183 1250 net.cpp:408] res4b5_branch2a_relu <- res4b5_branch2a +I1014 18:27:48.044189 1250 net.cpp:369] res4b5_branch2a_relu -> res4b5_branch2a (in-place) +I1014 18:27:48.045514 1250 net.cpp:124] Setting up res4b5_branch2a_relu +I1014 18:27:48.045528 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.045532 1250 net.cpp:139] Memory required for data: 214151200 +I1014 18:27:48.045537 1250 layer_factory.hpp:77] Creating layer res4b5_branch2b +I1014 18:27:48.045547 1250 net.cpp:86] Creating Layer res4b5_branch2b +I1014 18:27:48.045552 1250 net.cpp:408] res4b5_branch2b <- res4b5_branch2a +I1014 18:27:48.045559 1250 net.cpp:382] res4b5_branch2b -> res4b5_branch2b +I1014 18:27:48.050421 1250 net.cpp:124] Setting up res4b5_branch2b +I1014 18:27:48.050441 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.050444 1250 net.cpp:139] Memory required for data: 214351904 +I1014 18:27:48.050451 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2b +I1014 18:27:48.050462 1250 net.cpp:86] Creating Layer bn4b5_branch2b +I1014 18:27:48.050467 1250 net.cpp:408] bn4b5_branch2b <- res4b5_branch2b +I1014 18:27:48.050473 1250 net.cpp:369] bn4b5_branch2b -> res4b5_branch2b (in-place) +I1014 18:27:48.051029 1250 net.cpp:124] Setting up bn4b5_branch2b +I1014 18:27:48.051039 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.051043 1250 net.cpp:139] Memory required for data: 214552608 +I1014 18:27:48.051053 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2b +I1014 18:27:48.051061 1250 net.cpp:86] Creating Layer scale4b5_branch2b +I1014 18:27:48.051065 1250 net.cpp:408] scale4b5_branch2b <- res4b5_branch2b +I1014 18:27:48.051072 1250 net.cpp:369] scale4b5_branch2b -> res4b5_branch2b (in-place) +I1014 18:27:48.051173 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2b +I1014 18:27:48.051489 1250 net.cpp:124] Setting up scale4b5_branch2b +I1014 18:27:48.051499 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.051503 1250 net.cpp:139] Memory required for data: 214753312 +I1014 18:27:48.051509 1250 layer_factory.hpp:77] Creating layer res4b5_branch2b_relu +I1014 18:27:48.051517 1250 net.cpp:86] Creating Layer res4b5_branch2b_relu +I1014 18:27:48.051522 1250 net.cpp:408] res4b5_branch2b_relu <- res4b5_branch2b +I1014 18:27:48.051527 1250 net.cpp:369] res4b5_branch2b_relu -> res4b5_branch2b (in-place) +I1014 18:27:48.051832 1250 net.cpp:124] Setting up res4b5_branch2b_relu +I1014 18:27:48.051848 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.051852 1250 net.cpp:139] Memory required for data: 214954016 +I1014 18:27:48.051856 1250 layer_factory.hpp:77] Creating layer res4b5_branch2c +I1014 18:27:48.051869 1250 net.cpp:86] Creating Layer res4b5_branch2c +I1014 18:27:48.051877 1250 net.cpp:408] res4b5_branch2c <- res4b5_branch2b +I1014 18:27:48.051892 1250 net.cpp:382] res4b5_branch2c -> res4b5_branch2c +I1014 18:27:48.055373 1250 net.cpp:124] Setting up res4b5_branch2c +I1014 18:27:48.055388 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.055392 1250 net.cpp:139] Memory required for data: 215756832 +I1014 18:27:48.055399 1250 layer_factory.hpp:77] Creating layer bn4b5_branch2c +I1014 18:27:48.055408 1250 net.cpp:86] Creating Layer bn4b5_branch2c +I1014 18:27:48.055413 1250 net.cpp:408] bn4b5_branch2c <- res4b5_branch2c +I1014 18:27:48.055423 1250 net.cpp:369] bn4b5_branch2c -> res4b5_branch2c (in-place) +I1014 18:27:48.056098 1250 net.cpp:124] Setting up bn4b5_branch2c +I1014 18:27:48.056113 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.056118 1250 net.cpp:139] Memory required for data: 216559648 +I1014 18:27:48.056128 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2c +I1014 18:27:48.056135 1250 net.cpp:86] Creating Layer scale4b5_branch2c +I1014 18:27:48.056140 1250 net.cpp:408] scale4b5_branch2c <- res4b5_branch2c +I1014 18:27:48.056149 1250 net.cpp:369] scale4b5_branch2c -> res4b5_branch2c (in-place) +I1014 18:27:48.056282 1250 layer_factory.hpp:77] Creating layer scale4b5_branch2c +I1014 18:27:48.056673 1250 net.cpp:124] Setting up scale4b5_branch2c +I1014 18:27:48.056682 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.056686 1250 net.cpp:139] Memory required for data: 217362464 +I1014 18:27:48.056710 1250 layer_factory.hpp:77] Creating layer res4b5 +I1014 18:27:48.056716 1250 net.cpp:86] Creating Layer res4b5 +I1014 18:27:48.056721 1250 net.cpp:408] res4b5 <- res4b4_res4b4_relu_0_split_1 +I1014 18:27:48.056726 1250 net.cpp:408] res4b5 <- res4b5_branch2c +I1014 18:27:48.056732 1250 net.cpp:382] res4b5 -> res4b5 +I1014 18:27:48.056793 1250 net.cpp:124] Setting up res4b5 +I1014 18:27:48.056802 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.056807 1250 net.cpp:139] Memory required for data: 218165280 +I1014 18:27:48.056810 1250 layer_factory.hpp:77] Creating layer res4b5_relu +I1014 18:27:48.056818 1250 net.cpp:86] Creating Layer res4b5_relu +I1014 18:27:48.056821 1250 net.cpp:408] res4b5_relu <- res4b5 +I1014 18:27:48.056828 1250 net.cpp:369] res4b5_relu -> res4b5 (in-place) +I1014 18:27:48.057130 1250 net.cpp:124] Setting up res4b5_relu +I1014 18:27:48.057142 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.057147 1250 net.cpp:139] Memory required for data: 218968096 +I1014 18:27:48.057152 1250 layer_factory.hpp:77] Creating layer res4b5_res4b5_relu_0_split +I1014 18:27:48.057158 1250 net.cpp:86] Creating Layer res4b5_res4b5_relu_0_split +I1014 18:27:48.057163 1250 net.cpp:408] res4b5_res4b5_relu_0_split <- res4b5 +I1014 18:27:48.057174 1250 net.cpp:382] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_0 +I1014 18:27:48.057183 1250 net.cpp:382] res4b5_res4b5_relu_0_split -> res4b5_res4b5_relu_0_split_1 +I1014 18:27:48.057286 1250 net.cpp:124] Setting up res4b5_res4b5_relu_0_split +I1014 18:27:48.057296 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.057301 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.057304 1250 net.cpp:139] Memory required for data: 220573728 +I1014 18:27:48.057309 1250 layer_factory.hpp:77] Creating layer res4b6_branch2a +I1014 18:27:48.057320 1250 net.cpp:86] Creating Layer res4b6_branch2a +I1014 18:27:48.057325 1250 net.cpp:408] res4b6_branch2a <- res4b5_res4b5_relu_0_split_0 +I1014 18:27:48.057333 1250 net.cpp:382] res4b6_branch2a -> res4b6_branch2a +I1014 18:27:48.060842 1250 net.cpp:124] Setting up res4b6_branch2a +I1014 18:27:48.060860 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.060865 1250 net.cpp:139] Memory required for data: 220774432 +I1014 18:27:48.060873 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2a +I1014 18:27:48.060883 1250 net.cpp:86] Creating Layer bn4b6_branch2a +I1014 18:27:48.060887 1250 net.cpp:408] bn4b6_branch2a <- res4b6_branch2a +I1014 18:27:48.060895 1250 net.cpp:369] bn4b6_branch2a -> res4b6_branch2a (in-place) +I1014 18:27:48.061484 1250 net.cpp:124] Setting up bn4b6_branch2a +I1014 18:27:48.061494 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.061499 1250 net.cpp:139] Memory required for data: 220975136 +I1014 18:27:48.061509 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2a +I1014 18:27:48.061517 1250 net.cpp:86] Creating Layer scale4b6_branch2a +I1014 18:27:48.061522 1250 net.cpp:408] scale4b6_branch2a <- res4b6_branch2a +I1014 18:27:48.061528 1250 net.cpp:369] scale4b6_branch2a -> res4b6_branch2a (in-place) +I1014 18:27:48.061635 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2a +I1014 18:27:48.061965 1250 net.cpp:124] Setting up scale4b6_branch2a +I1014 18:27:48.061975 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.061980 1250 net.cpp:139] Memory required for data: 221175840 +I1014 18:27:48.061988 1250 layer_factory.hpp:77] Creating layer res4b6_branch2a_relu +I1014 18:27:48.061995 1250 net.cpp:86] Creating Layer res4b6_branch2a_relu +I1014 18:27:48.062000 1250 net.cpp:408] res4b6_branch2a_relu <- res4b6_branch2a +I1014 18:27:48.062005 1250 net.cpp:369] res4b6_branch2a_relu -> res4b6_branch2a (in-place) +I1014 18:27:48.062892 1250 net.cpp:124] Setting up res4b6_branch2a_relu +I1014 18:27:48.062907 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.062911 1250 net.cpp:139] Memory required for data: 221376544 +I1014 18:27:48.062916 1250 layer_factory.hpp:77] Creating layer res4b6_branch2b +I1014 18:27:48.062928 1250 net.cpp:86] Creating Layer res4b6_branch2b +I1014 18:27:48.062934 1250 net.cpp:408] res4b6_branch2b <- res4b6_branch2a +I1014 18:27:48.062942 1250 net.cpp:382] res4b6_branch2b -> res4b6_branch2b +I1014 18:27:48.067610 1250 net.cpp:124] Setting up res4b6_branch2b +I1014 18:27:48.067628 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.067633 1250 net.cpp:139] Memory required for data: 221577248 +I1014 18:27:48.067641 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2b +I1014 18:27:48.067651 1250 net.cpp:86] Creating Layer bn4b6_branch2b +I1014 18:27:48.067656 1250 net.cpp:408] bn4b6_branch2b <- res4b6_branch2b +I1014 18:27:48.067664 1250 net.cpp:369] bn4b6_branch2b -> res4b6_branch2b (in-place) +I1014 18:27:48.068259 1250 net.cpp:124] Setting up bn4b6_branch2b +I1014 18:27:48.068269 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.068274 1250 net.cpp:139] Memory required for data: 221777952 +I1014 18:27:48.068282 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2b +I1014 18:27:48.068291 1250 net.cpp:86] Creating Layer scale4b6_branch2b +I1014 18:27:48.068295 1250 net.cpp:408] scale4b6_branch2b <- res4b6_branch2b +I1014 18:27:48.068305 1250 net.cpp:369] scale4b6_branch2b -> res4b6_branch2b (in-place) +I1014 18:27:48.068413 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2b +I1014 18:27:48.068744 1250 net.cpp:124] Setting up scale4b6_branch2b +I1014 18:27:48.068753 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.068758 1250 net.cpp:139] Memory required for data: 221978656 +I1014 18:27:48.068765 1250 layer_factory.hpp:77] Creating layer res4b6_branch2b_relu +I1014 18:27:48.068773 1250 net.cpp:86] Creating Layer res4b6_branch2b_relu +I1014 18:27:48.068778 1250 net.cpp:408] res4b6_branch2b_relu <- res4b6_branch2b +I1014 18:27:48.068783 1250 net.cpp:369] res4b6_branch2b_relu -> res4b6_branch2b (in-place) +I1014 18:27:48.069077 1250 net.cpp:124] Setting up res4b6_branch2b_relu +I1014 18:27:48.069089 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.069093 1250 net.cpp:139] Memory required for data: 222179360 +I1014 18:27:48.069103 1250 layer_factory.hpp:77] Creating layer res4b6_branch2c +I1014 18:27:48.069115 1250 net.cpp:86] Creating Layer res4b6_branch2c +I1014 18:27:48.069120 1250 net.cpp:408] res4b6_branch2c <- res4b6_branch2b +I1014 18:27:48.069128 1250 net.cpp:382] res4b6_branch2c -> res4b6_branch2c +I1014 18:27:48.072625 1250 net.cpp:124] Setting up res4b6_branch2c +I1014 18:27:48.072644 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.072649 1250 net.cpp:139] Memory required for data: 222982176 +I1014 18:27:48.072656 1250 layer_factory.hpp:77] Creating layer bn4b6_branch2c +I1014 18:27:48.072665 1250 net.cpp:86] Creating Layer bn4b6_branch2c +I1014 18:27:48.072670 1250 net.cpp:408] bn4b6_branch2c <- res4b6_branch2c +I1014 18:27:48.072680 1250 net.cpp:369] bn4b6_branch2c -> res4b6_branch2c (in-place) +I1014 18:27:48.073508 1250 net.cpp:124] Setting up bn4b6_branch2c +I1014 18:27:48.073519 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.073523 1250 net.cpp:139] Memory required for data: 223784992 +I1014 18:27:48.073532 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2c +I1014 18:27:48.073541 1250 net.cpp:86] Creating Layer scale4b6_branch2c +I1014 18:27:48.073546 1250 net.cpp:408] scale4b6_branch2c <- res4b6_branch2c +I1014 18:27:48.073554 1250 net.cpp:369] scale4b6_branch2c -> res4b6_branch2c (in-place) +I1014 18:27:48.073726 1250 layer_factory.hpp:77] Creating layer scale4b6_branch2c +I1014 18:27:48.074384 1250 net.cpp:124] Setting up scale4b6_branch2c +I1014 18:27:48.074395 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.074399 1250 net.cpp:139] Memory required for data: 224587808 +I1014 18:27:48.074407 1250 layer_factory.hpp:77] Creating layer res4b6 +I1014 18:27:48.074414 1250 net.cpp:86] Creating Layer res4b6 +I1014 18:27:48.074419 1250 net.cpp:408] res4b6 <- res4b5_res4b5_relu_0_split_1 +I1014 18:27:48.074425 1250 net.cpp:408] res4b6 <- res4b6_branch2c +I1014 18:27:48.074431 1250 net.cpp:382] res4b6 -> res4b6 +I1014 18:27:48.074517 1250 net.cpp:124] Setting up res4b6 +I1014 18:27:48.074527 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.074530 1250 net.cpp:139] Memory required for data: 225390624 +I1014 18:27:48.074535 1250 layer_factory.hpp:77] Creating layer res4b6_relu +I1014 18:27:48.074542 1250 net.cpp:86] Creating Layer res4b6_relu +I1014 18:27:48.074548 1250 net.cpp:408] res4b6_relu <- res4b6 +I1014 18:27:48.074555 1250 net.cpp:369] res4b6_relu -> res4b6 (in-place) +I1014 18:27:48.074857 1250 net.cpp:124] Setting up res4b6_relu +I1014 18:27:48.074872 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.074877 1250 net.cpp:139] Memory required for data: 226193440 +I1014 18:27:48.074884 1250 layer_factory.hpp:77] Creating layer res4b6_res4b6_relu_0_split +I1014 18:27:48.074893 1250 net.cpp:86] Creating Layer res4b6_res4b6_relu_0_split +I1014 18:27:48.074898 1250 net.cpp:408] res4b6_res4b6_relu_0_split <- res4b6 +I1014 18:27:48.074905 1250 net.cpp:382] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_0 +I1014 18:27:48.074913 1250 net.cpp:382] res4b6_res4b6_relu_0_split -> res4b6_res4b6_relu_0_split_1 +I1014 18:27:48.075063 1250 net.cpp:124] Setting up res4b6_res4b6_relu_0_split +I1014 18:27:48.075073 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.075078 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.075081 1250 net.cpp:139] Memory required for data: 227799072 +I1014 18:27:48.075085 1250 layer_factory.hpp:77] Creating layer res4b7_branch2a +I1014 18:27:48.075098 1250 net.cpp:86] Creating Layer res4b7_branch2a +I1014 18:27:48.075103 1250 net.cpp:408] res4b7_branch2a <- res4b6_res4b6_relu_0_split_0 +I1014 18:27:48.075110 1250 net.cpp:382] res4b7_branch2a -> res4b7_branch2a +I1014 18:27:48.079051 1250 net.cpp:124] Setting up res4b7_branch2a +I1014 18:27:48.079069 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.079074 1250 net.cpp:139] Memory required for data: 227999776 +I1014 18:27:48.079082 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2a +I1014 18:27:48.079100 1250 net.cpp:86] Creating Layer bn4b7_branch2a +I1014 18:27:48.079107 1250 net.cpp:408] bn4b7_branch2a <- res4b7_branch2a +I1014 18:27:48.079113 1250 net.cpp:369] bn4b7_branch2a -> res4b7_branch2a (in-place) +I1014 18:27:48.080101 1250 net.cpp:124] Setting up bn4b7_branch2a +I1014 18:27:48.080116 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.080119 1250 net.cpp:139] Memory required for data: 228200480 +I1014 18:27:48.080128 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2a +I1014 18:27:48.080139 1250 net.cpp:86] Creating Layer scale4b7_branch2a +I1014 18:27:48.080144 1250 net.cpp:408] scale4b7_branch2a <- res4b7_branch2a +I1014 18:27:48.080150 1250 net.cpp:369] scale4b7_branch2a -> res4b7_branch2a (in-place) +I1014 18:27:48.080302 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2a +I1014 18:27:48.080859 1250 net.cpp:124] Setting up scale4b7_branch2a +I1014 18:27:48.080870 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.080874 1250 net.cpp:139] Memory required for data: 228401184 +I1014 18:27:48.080881 1250 layer_factory.hpp:77] Creating layer res4b7_branch2a_relu +I1014 18:27:48.080889 1250 net.cpp:86] Creating Layer res4b7_branch2a_relu +I1014 18:27:48.080893 1250 net.cpp:408] res4b7_branch2a_relu <- res4b7_branch2a +I1014 18:27:48.080900 1250 net.cpp:369] res4b7_branch2a_relu -> res4b7_branch2a (in-place) +I1014 18:27:48.082110 1250 net.cpp:124] Setting up res4b7_branch2a_relu +I1014 18:27:48.082129 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.082134 1250 net.cpp:139] Memory required for data: 228601888 +I1014 18:27:48.082141 1250 layer_factory.hpp:77] Creating layer res4b7_branch2b +I1014 18:27:48.082152 1250 net.cpp:86] Creating Layer res4b7_branch2b +I1014 18:27:48.082157 1250 net.cpp:408] res4b7_branch2b <- res4b7_branch2a +I1014 18:27:48.082165 1250 net.cpp:382] res4b7_branch2b -> res4b7_branch2b +I1014 18:27:48.087183 1250 net.cpp:124] Setting up res4b7_branch2b +I1014 18:27:48.087204 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.087209 1250 net.cpp:139] Memory required for data: 228802592 +I1014 18:27:48.087218 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2b +I1014 18:27:48.087227 1250 net.cpp:86] Creating Layer bn4b7_branch2b +I1014 18:27:48.087232 1250 net.cpp:408] bn4b7_branch2b <- res4b7_branch2b +I1014 18:27:48.087239 1250 net.cpp:369] bn4b7_branch2b -> res4b7_branch2b (in-place) +I1014 18:27:48.088237 1250 net.cpp:124] Setting up bn4b7_branch2b +I1014 18:27:48.088251 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.088255 1250 net.cpp:139] Memory required for data: 229003296 +I1014 18:27:48.088265 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2b +I1014 18:27:48.088280 1250 net.cpp:86] Creating Layer scale4b7_branch2b +I1014 18:27:48.088287 1250 net.cpp:408] scale4b7_branch2b <- res4b7_branch2b +I1014 18:27:48.088295 1250 net.cpp:369] scale4b7_branch2b -> res4b7_branch2b (in-place) +I1014 18:27:48.088438 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2b +I1014 18:27:48.088984 1250 net.cpp:124] Setting up scale4b7_branch2b +I1014 18:27:48.088994 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.088999 1250 net.cpp:139] Memory required for data: 229204000 +I1014 18:27:48.089005 1250 layer_factory.hpp:77] Creating layer res4b7_branch2b_relu +I1014 18:27:48.089013 1250 net.cpp:86] Creating Layer res4b7_branch2b_relu +I1014 18:27:48.089017 1250 net.cpp:408] res4b7_branch2b_relu <- res4b7_branch2b +I1014 18:27:48.089023 1250 net.cpp:369] res4b7_branch2b_relu -> res4b7_branch2b (in-place) +I1014 18:27:48.089329 1250 net.cpp:124] Setting up res4b7_branch2b_relu +I1014 18:27:48.089340 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.089345 1250 net.cpp:139] Memory required for data: 229404704 +I1014 18:27:48.089350 1250 layer_factory.hpp:77] Creating layer res4b7_branch2c +I1014 18:27:48.089362 1250 net.cpp:86] Creating Layer res4b7_branch2c +I1014 18:27:48.089367 1250 net.cpp:408] res4b7_branch2c <- res4b7_branch2b +I1014 18:27:48.089387 1250 net.cpp:382] res4b7_branch2c -> res4b7_branch2c +I1014 18:27:48.093261 1250 net.cpp:124] Setting up res4b7_branch2c +I1014 18:27:48.093281 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.093286 1250 net.cpp:139] Memory required for data: 230207520 +I1014 18:27:48.093292 1250 layer_factory.hpp:77] Creating layer bn4b7_branch2c +I1014 18:27:48.093302 1250 net.cpp:86] Creating Layer bn4b7_branch2c +I1014 18:27:48.093307 1250 net.cpp:408] bn4b7_branch2c <- res4b7_branch2c +I1014 18:27:48.093314 1250 net.cpp:369] bn4b7_branch2c -> res4b7_branch2c (in-place) +I1014 18:27:48.094292 1250 net.cpp:124] Setting up bn4b7_branch2c +I1014 18:27:48.094303 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.094307 1250 net.cpp:139] Memory required for data: 231010336 +I1014 18:27:48.094316 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2c +I1014 18:27:48.094327 1250 net.cpp:86] Creating Layer scale4b7_branch2c +I1014 18:27:48.094332 1250 net.cpp:408] scale4b7_branch2c <- res4b7_branch2c +I1014 18:27:48.094341 1250 net.cpp:369] scale4b7_branch2c -> res4b7_branch2c (in-place) +I1014 18:27:48.094492 1250 layer_factory.hpp:77] Creating layer scale4b7_branch2c +I1014 18:27:48.095037 1250 net.cpp:124] Setting up scale4b7_branch2c +I1014 18:27:48.095048 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.095052 1250 net.cpp:139] Memory required for data: 231813152 +I1014 18:27:48.095059 1250 layer_factory.hpp:77] Creating layer res4b7 +I1014 18:27:48.095067 1250 net.cpp:86] Creating Layer res4b7 +I1014 18:27:48.095072 1250 net.cpp:408] res4b7 <- res4b6_res4b6_relu_0_split_1 +I1014 18:27:48.095077 1250 net.cpp:408] res4b7 <- res4b7_branch2c +I1014 18:27:48.095083 1250 net.cpp:382] res4b7 -> res4b7 +I1014 18:27:48.095175 1250 net.cpp:124] Setting up res4b7 +I1014 18:27:48.095185 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.095188 1250 net.cpp:139] Memory required for data: 232615968 +I1014 18:27:48.095192 1250 layer_factory.hpp:77] Creating layer res4b7_relu +I1014 18:27:48.095201 1250 net.cpp:86] Creating Layer res4b7_relu +I1014 18:27:48.095206 1250 net.cpp:408] res4b7_relu <- res4b7 +I1014 18:27:48.095211 1250 net.cpp:369] res4b7_relu -> res4b7 (in-place) +I1014 18:27:48.096040 1250 net.cpp:124] Setting up res4b7_relu +I1014 18:27:48.096058 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.096063 1250 net.cpp:139] Memory required for data: 233418784 +I1014 18:27:48.096067 1250 layer_factory.hpp:77] Creating layer res4b7_res4b7_relu_0_split +I1014 18:27:48.096076 1250 net.cpp:86] Creating Layer res4b7_res4b7_relu_0_split +I1014 18:27:48.096081 1250 net.cpp:408] res4b7_res4b7_relu_0_split <- res4b7 +I1014 18:27:48.096087 1250 net.cpp:382] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_0 +I1014 18:27:48.096096 1250 net.cpp:382] res4b7_res4b7_relu_0_split -> res4b7_res4b7_relu_0_split_1 +I1014 18:27:48.096251 1250 net.cpp:124] Setting up res4b7_res4b7_relu_0_split +I1014 18:27:48.096261 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.096266 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.096269 1250 net.cpp:139] Memory required for data: 235024416 +I1014 18:27:48.096273 1250 layer_factory.hpp:77] Creating layer res4b8_branch2a +I1014 18:27:48.096283 1250 net.cpp:86] Creating Layer res4b8_branch2a +I1014 18:27:48.096288 1250 net.cpp:408] res4b8_branch2a <- res4b7_res4b7_relu_0_split_0 +I1014 18:27:48.096295 1250 net.cpp:382] res4b8_branch2a -> res4b8_branch2a +I1014 18:27:48.100170 1250 net.cpp:124] Setting up res4b8_branch2a +I1014 18:27:48.100189 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.100193 1250 net.cpp:139] Memory required for data: 235225120 +I1014 18:27:48.100200 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2a +I1014 18:27:48.100211 1250 net.cpp:86] Creating Layer bn4b8_branch2a +I1014 18:27:48.100216 1250 net.cpp:408] bn4b8_branch2a <- res4b8_branch2a +I1014 18:27:48.100224 1250 net.cpp:369] bn4b8_branch2a -> res4b8_branch2a (in-place) +I1014 18:27:48.101176 1250 net.cpp:124] Setting up bn4b8_branch2a +I1014 18:27:48.101187 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.101191 1250 net.cpp:139] Memory required for data: 235425824 +I1014 18:27:48.101200 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2a +I1014 18:27:48.101212 1250 net.cpp:86] Creating Layer scale4b8_branch2a +I1014 18:27:48.101217 1250 net.cpp:408] scale4b8_branch2a <- res4b8_branch2a +I1014 18:27:48.101223 1250 net.cpp:369] scale4b8_branch2a -> res4b8_branch2a (in-place) +I1014 18:27:48.101369 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2a +I1014 18:27:48.101904 1250 net.cpp:124] Setting up scale4b8_branch2a +I1014 18:27:48.101914 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.101917 1250 net.cpp:139] Memory required for data: 235626528 +I1014 18:27:48.101925 1250 layer_factory.hpp:77] Creating layer res4b8_branch2a_relu +I1014 18:27:48.101933 1250 net.cpp:86] Creating Layer res4b8_branch2a_relu +I1014 18:27:48.101938 1250 net.cpp:408] res4b8_branch2a_relu <- res4b8_branch2a +I1014 18:27:48.101943 1250 net.cpp:369] res4b8_branch2a_relu -> res4b8_branch2a (in-place) +I1014 18:27:48.103615 1250 net.cpp:124] Setting up res4b8_branch2a_relu +I1014 18:27:48.103632 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.103636 1250 net.cpp:139] Memory required for data: 235827232 +I1014 18:27:48.103641 1250 layer_factory.hpp:77] Creating layer res4b8_branch2b +I1014 18:27:48.103655 1250 net.cpp:86] Creating Layer res4b8_branch2b +I1014 18:27:48.103662 1250 net.cpp:408] res4b8_branch2b <- res4b8_branch2a +I1014 18:27:48.103668 1250 net.cpp:382] res4b8_branch2b -> res4b8_branch2b +I1014 18:27:48.108728 1250 net.cpp:124] Setting up res4b8_branch2b +I1014 18:27:48.108747 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.108752 1250 net.cpp:139] Memory required for data: 236027936 +I1014 18:27:48.108758 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2b +I1014 18:27:48.108773 1250 net.cpp:86] Creating Layer bn4b8_branch2b +I1014 18:27:48.108778 1250 net.cpp:408] bn4b8_branch2b <- res4b8_branch2b +I1014 18:27:48.108785 1250 net.cpp:369] bn4b8_branch2b -> res4b8_branch2b (in-place) +I1014 18:27:48.109758 1250 net.cpp:124] Setting up bn4b8_branch2b +I1014 18:27:48.109769 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.109773 1250 net.cpp:139] Memory required for data: 236228640 +I1014 18:27:48.109782 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2b +I1014 18:27:48.109793 1250 net.cpp:86] Creating Layer scale4b8_branch2b +I1014 18:27:48.109797 1250 net.cpp:408] scale4b8_branch2b <- res4b8_branch2b +I1014 18:27:48.109804 1250 net.cpp:369] scale4b8_branch2b -> res4b8_branch2b (in-place) +I1014 18:27:48.109937 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2b +I1014 18:27:48.110476 1250 net.cpp:124] Setting up scale4b8_branch2b +I1014 18:27:48.110486 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.110491 1250 net.cpp:139] Memory required for data: 236429344 +I1014 18:27:48.110497 1250 layer_factory.hpp:77] Creating layer res4b8_branch2b_relu +I1014 18:27:48.110504 1250 net.cpp:86] Creating Layer res4b8_branch2b_relu +I1014 18:27:48.110509 1250 net.cpp:408] res4b8_branch2b_relu <- res4b8_branch2b +I1014 18:27:48.110515 1250 net.cpp:369] res4b8_branch2b_relu -> res4b8_branch2b (in-place) +I1014 18:27:48.110822 1250 net.cpp:124] Setting up res4b8_branch2b_relu +I1014 18:27:48.110834 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.110837 1250 net.cpp:139] Memory required for data: 236630048 +I1014 18:27:48.110842 1250 layer_factory.hpp:77] Creating layer res4b8_branch2c +I1014 18:27:48.110854 1250 net.cpp:86] Creating Layer res4b8_branch2c +I1014 18:27:48.110859 1250 net.cpp:408] res4b8_branch2c <- res4b8_branch2b +I1014 18:27:48.110867 1250 net.cpp:382] res4b8_branch2c -> res4b8_branch2c +I1014 18:27:48.114725 1250 net.cpp:124] Setting up res4b8_branch2c +I1014 18:27:48.114744 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.114753 1250 net.cpp:139] Memory required for data: 237432864 +I1014 18:27:48.114761 1250 layer_factory.hpp:77] Creating layer bn4b8_branch2c +I1014 18:27:48.114769 1250 net.cpp:86] Creating Layer bn4b8_branch2c +I1014 18:27:48.114774 1250 net.cpp:408] bn4b8_branch2c <- res4b8_branch2c +I1014 18:27:48.114781 1250 net.cpp:369] bn4b8_branch2c -> res4b8_branch2c (in-place) +I1014 18:27:48.117561 1250 net.cpp:124] Setting up bn4b8_branch2c +I1014 18:27:48.117584 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.117590 1250 net.cpp:139] Memory required for data: 238235680 +I1014 18:27:48.117605 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2c +I1014 18:27:48.117615 1250 net.cpp:86] Creating Layer scale4b8_branch2c +I1014 18:27:48.117620 1250 net.cpp:408] scale4b8_branch2c <- res4b8_branch2c +I1014 18:27:48.117627 1250 net.cpp:369] scale4b8_branch2c -> res4b8_branch2c (in-place) +I1014 18:27:48.117791 1250 layer_factory.hpp:77] Creating layer scale4b8_branch2c +I1014 18:27:48.118360 1250 net.cpp:124] Setting up scale4b8_branch2c +I1014 18:27:48.118371 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.118376 1250 net.cpp:139] Memory required for data: 239038496 +I1014 18:27:48.118382 1250 layer_factory.hpp:77] Creating layer res4b8 +I1014 18:27:48.118391 1250 net.cpp:86] Creating Layer res4b8 +I1014 18:27:48.118397 1250 net.cpp:408] res4b8 <- res4b7_res4b7_relu_0_split_1 +I1014 18:27:48.118403 1250 net.cpp:408] res4b8 <- res4b8_branch2c +I1014 18:27:48.118409 1250 net.cpp:382] res4b8 -> res4b8 +I1014 18:27:48.118501 1250 net.cpp:124] Setting up res4b8 +I1014 18:27:48.118511 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.118516 1250 net.cpp:139] Memory required for data: 239841312 +I1014 18:27:48.118520 1250 layer_factory.hpp:77] Creating layer res4b8_relu +I1014 18:27:48.118528 1250 net.cpp:86] Creating Layer res4b8_relu +I1014 18:27:48.118532 1250 net.cpp:408] res4b8_relu <- res4b8 +I1014 18:27:48.118538 1250 net.cpp:369] res4b8_relu -> res4b8 (in-place) +I1014 18:27:48.118947 1250 net.cpp:124] Setting up res4b8_relu +I1014 18:27:48.118959 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.118963 1250 net.cpp:139] Memory required for data: 240644128 +I1014 18:27:48.118968 1250 layer_factory.hpp:77] Creating layer res4b8_res4b8_relu_0_split +I1014 18:27:48.118975 1250 net.cpp:86] Creating Layer res4b8_res4b8_relu_0_split +I1014 18:27:48.118979 1250 net.cpp:408] res4b8_res4b8_relu_0_split <- res4b8 +I1014 18:27:48.118986 1250 net.cpp:382] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_0 +I1014 18:27:48.118994 1250 net.cpp:382] res4b8_res4b8_relu_0_split -> res4b8_res4b8_relu_0_split_1 +I1014 18:27:48.119227 1250 net.cpp:124] Setting up res4b8_res4b8_relu_0_split +I1014 18:27:48.119236 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.119241 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.119246 1250 net.cpp:139] Memory required for data: 242249760 +I1014 18:27:48.119249 1250 layer_factory.hpp:77] Creating layer res4b9_branch2a +I1014 18:27:48.119258 1250 net.cpp:86] Creating Layer res4b9_branch2a +I1014 18:27:48.119263 1250 net.cpp:408] res4b9_branch2a <- res4b8_res4b8_relu_0_split_0 +I1014 18:27:48.119269 1250 net.cpp:382] res4b9_branch2a -> res4b9_branch2a +I1014 18:27:48.123466 1250 net.cpp:124] Setting up res4b9_branch2a +I1014 18:27:48.123484 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.123489 1250 net.cpp:139] Memory required for data: 242450464 +I1014 18:27:48.123497 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2a +I1014 18:27:48.123505 1250 net.cpp:86] Creating Layer bn4b9_branch2a +I1014 18:27:48.123512 1250 net.cpp:408] bn4b9_branch2a <- res4b9_branch2a +I1014 18:27:48.123518 1250 net.cpp:369] bn4b9_branch2a -> res4b9_branch2a (in-place) +I1014 18:27:48.124825 1250 net.cpp:124] Setting up bn4b9_branch2a +I1014 18:27:48.124838 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.124842 1250 net.cpp:139] Memory required for data: 242651168 +I1014 18:27:48.124856 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2a +I1014 18:27:48.124867 1250 net.cpp:86] Creating Layer scale4b9_branch2a +I1014 18:27:48.124873 1250 net.cpp:408] scale4b9_branch2a <- res4b9_branch2a +I1014 18:27:48.124879 1250 net.cpp:369] scale4b9_branch2a -> res4b9_branch2a (in-place) +I1014 18:27:48.125057 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2a +I1014 18:27:48.125756 1250 net.cpp:124] Setting up scale4b9_branch2a +I1014 18:27:48.125766 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.125771 1250 net.cpp:139] Memory required for data: 242851872 +I1014 18:27:48.125779 1250 layer_factory.hpp:77] Creating layer res4b9_branch2a_relu +I1014 18:27:48.125787 1250 net.cpp:86] Creating Layer res4b9_branch2a_relu +I1014 18:27:48.125792 1250 net.cpp:408] res4b9_branch2a_relu <- res4b9_branch2a +I1014 18:27:48.125797 1250 net.cpp:369] res4b9_branch2a_relu -> res4b9_branch2a (in-place) +I1014 18:27:48.127928 1250 net.cpp:124] Setting up res4b9_branch2a_relu +I1014 18:27:48.127948 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.127955 1250 net.cpp:139] Memory required for data: 243052576 +I1014 18:27:48.127962 1250 layer_factory.hpp:77] Creating layer res4b9_branch2b +I1014 18:27:48.127975 1250 net.cpp:86] Creating Layer res4b9_branch2b +I1014 18:27:48.127980 1250 net.cpp:408] res4b9_branch2b <- res4b9_branch2a +I1014 18:27:48.127988 1250 net.cpp:382] res4b9_branch2b -> res4b9_branch2b +I1014 18:27:48.133335 1250 net.cpp:124] Setting up res4b9_branch2b +I1014 18:27:48.133357 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.133361 1250 net.cpp:139] Memory required for data: 243253280 +I1014 18:27:48.133369 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2b +I1014 18:27:48.133380 1250 net.cpp:86] Creating Layer bn4b9_branch2b +I1014 18:27:48.133385 1250 net.cpp:408] bn4b9_branch2b <- res4b9_branch2b +I1014 18:27:48.133394 1250 net.cpp:369] bn4b9_branch2b -> res4b9_branch2b (in-place) +I1014 18:27:48.134650 1250 net.cpp:124] Setting up bn4b9_branch2b +I1014 18:27:48.134661 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.134665 1250 net.cpp:139] Memory required for data: 243453984 +I1014 18:27:48.134675 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2b +I1014 18:27:48.134685 1250 net.cpp:86] Creating Layer scale4b9_branch2b +I1014 18:27:48.134690 1250 net.cpp:408] scale4b9_branch2b <- res4b9_branch2b +I1014 18:27:48.134698 1250 net.cpp:369] scale4b9_branch2b -> res4b9_branch2b (in-place) +I1014 18:27:48.134878 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2b +I1014 18:27:48.135596 1250 net.cpp:124] Setting up scale4b9_branch2b +I1014 18:27:48.135610 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.135614 1250 net.cpp:139] Memory required for data: 243654688 +I1014 18:27:48.135622 1250 layer_factory.hpp:77] Creating layer res4b9_branch2b_relu +I1014 18:27:48.135629 1250 net.cpp:86] Creating Layer res4b9_branch2b_relu +I1014 18:27:48.135633 1250 net.cpp:408] res4b9_branch2b_relu <- res4b9_branch2b +I1014 18:27:48.135639 1250 net.cpp:369] res4b9_branch2b_relu -> res4b9_branch2b (in-place) +I1014 18:27:48.135943 1250 net.cpp:124] Setting up res4b9_branch2b_relu +I1014 18:27:48.135956 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.135959 1250 net.cpp:139] Memory required for data: 243855392 +I1014 18:27:48.135963 1250 layer_factory.hpp:77] Creating layer res4b9_branch2c +I1014 18:27:48.135977 1250 net.cpp:86] Creating Layer res4b9_branch2c +I1014 18:27:48.135982 1250 net.cpp:408] res4b9_branch2c <- res4b9_branch2b +I1014 18:27:48.135988 1250 net.cpp:382] res4b9_branch2c -> res4b9_branch2c +I1014 18:27:48.140143 1250 net.cpp:124] Setting up res4b9_branch2c +I1014 18:27:48.140162 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.140168 1250 net.cpp:139] Memory required for data: 244658208 +I1014 18:27:48.140175 1250 layer_factory.hpp:77] Creating layer bn4b9_branch2c +I1014 18:27:48.140184 1250 net.cpp:86] Creating Layer bn4b9_branch2c +I1014 18:27:48.140194 1250 net.cpp:408] bn4b9_branch2c <- res4b9_branch2c +I1014 18:27:48.140202 1250 net.cpp:369] bn4b9_branch2c -> res4b9_branch2c (in-place) +I1014 18:27:48.141446 1250 net.cpp:124] Setting up bn4b9_branch2c +I1014 18:27:48.141458 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.141461 1250 net.cpp:139] Memory required for data: 245461024 +I1014 18:27:48.141470 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2c +I1014 18:27:48.141480 1250 net.cpp:86] Creating Layer scale4b9_branch2c +I1014 18:27:48.141484 1250 net.cpp:408] scale4b9_branch2c <- res4b9_branch2c +I1014 18:27:48.141491 1250 net.cpp:369] scale4b9_branch2c -> res4b9_branch2c (in-place) +I1014 18:27:48.141664 1250 layer_factory.hpp:77] Creating layer scale4b9_branch2c +I1014 18:27:48.142357 1250 net.cpp:124] Setting up scale4b9_branch2c +I1014 18:27:48.142367 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.142371 1250 net.cpp:139] Memory required for data: 246263840 +I1014 18:27:48.142379 1250 layer_factory.hpp:77] Creating layer res4b9 +I1014 18:27:48.142387 1250 net.cpp:86] Creating Layer res4b9 +I1014 18:27:48.142392 1250 net.cpp:408] res4b9 <- res4b8_res4b8_relu_0_split_1 +I1014 18:27:48.142398 1250 net.cpp:408] res4b9 <- res4b9_branch2c +I1014 18:27:48.142405 1250 net.cpp:382] res4b9 -> res4b9 +I1014 18:27:48.142504 1250 net.cpp:124] Setting up res4b9 +I1014 18:27:48.142514 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.142518 1250 net.cpp:139] Memory required for data: 247066656 +I1014 18:27:48.142523 1250 layer_factory.hpp:77] Creating layer res4b9_relu +I1014 18:27:48.142537 1250 net.cpp:86] Creating Layer res4b9_relu +I1014 18:27:48.142542 1250 net.cpp:408] res4b9_relu <- res4b9 +I1014 18:27:48.142549 1250 net.cpp:369] res4b9_relu -> res4b9 (in-place) +I1014 18:27:48.142855 1250 net.cpp:124] Setting up res4b9_relu +I1014 18:27:48.142868 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.142871 1250 net.cpp:139] Memory required for data: 247869472 +I1014 18:27:48.142875 1250 layer_factory.hpp:77] Creating layer res4b9_res4b9_relu_0_split +I1014 18:27:48.142882 1250 net.cpp:86] Creating Layer res4b9_res4b9_relu_0_split +I1014 18:27:48.142887 1250 net.cpp:408] res4b9_res4b9_relu_0_split <- res4b9 +I1014 18:27:48.142894 1250 net.cpp:382] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_0 +I1014 18:27:48.142901 1250 net.cpp:382] res4b9_res4b9_relu_0_split -> res4b9_res4b9_relu_0_split_1 +I1014 18:27:48.143088 1250 net.cpp:124] Setting up res4b9_res4b9_relu_0_split +I1014 18:27:48.143098 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.143103 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.143106 1250 net.cpp:139] Memory required for data: 249475104 +I1014 18:27:48.143110 1250 layer_factory.hpp:77] Creating layer res4b10_branch2a +I1014 18:27:48.143121 1250 net.cpp:86] Creating Layer res4b10_branch2a +I1014 18:27:48.143126 1250 net.cpp:408] res4b10_branch2a <- res4b9_res4b9_relu_0_split_0 +I1014 18:27:48.143136 1250 net.cpp:382] res4b10_branch2a -> res4b10_branch2a +I1014 18:27:48.147176 1250 net.cpp:124] Setting up res4b10_branch2a +I1014 18:27:48.147197 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.147202 1250 net.cpp:139] Memory required for data: 249675808 +I1014 18:27:48.147208 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2a +I1014 18:27:48.147217 1250 net.cpp:86] Creating Layer bn4b10_branch2a +I1014 18:27:48.147222 1250 net.cpp:408] bn4b10_branch2a <- res4b10_branch2a +I1014 18:27:48.147229 1250 net.cpp:369] bn4b10_branch2a -> res4b10_branch2a (in-place) +I1014 18:27:48.148473 1250 net.cpp:124] Setting up bn4b10_branch2a +I1014 18:27:48.148486 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.148490 1250 net.cpp:139] Memory required for data: 249876512 +I1014 18:27:48.148500 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2a +I1014 18:27:48.148519 1250 net.cpp:86] Creating Layer scale4b10_branch2a +I1014 18:27:48.148524 1250 net.cpp:408] scale4b10_branch2a <- res4b10_branch2a +I1014 18:27:48.148535 1250 net.cpp:369] scale4b10_branch2a -> res4b10_branch2a (in-place) +I1014 18:27:48.149384 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2a +I1014 18:27:48.149574 1250 net.cpp:124] Setting up scale4b10_branch2a +I1014 18:27:48.149586 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.149590 1250 net.cpp:139] Memory required for data: 250077216 +I1014 18:27:48.149598 1250 layer_factory.hpp:77] Creating layer res4b10_branch2a_relu +I1014 18:27:48.149605 1250 net.cpp:86] Creating Layer res4b10_branch2a_relu +I1014 18:27:48.149610 1250 net.cpp:408] res4b10_branch2a_relu <- res4b10_branch2a +I1014 18:27:48.149616 1250 net.cpp:369] res4b10_branch2a_relu -> res4b10_branch2a (in-place) +I1014 18:27:48.150462 1250 net.cpp:124] Setting up res4b10_branch2a_relu +I1014 18:27:48.150476 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.150480 1250 net.cpp:139] Memory required for data: 250277920 +I1014 18:27:48.150485 1250 layer_factory.hpp:77] Creating layer res4b10_branch2b +I1014 18:27:48.150496 1250 net.cpp:86] Creating Layer res4b10_branch2b +I1014 18:27:48.150501 1250 net.cpp:408] res4b10_branch2b <- res4b10_branch2a +I1014 18:27:48.150511 1250 net.cpp:382] res4b10_branch2b -> res4b10_branch2b +I1014 18:27:48.154845 1250 net.cpp:124] Setting up res4b10_branch2b +I1014 18:27:48.154865 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.154870 1250 net.cpp:139] Memory required for data: 250478624 +I1014 18:27:48.154877 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2b +I1014 18:27:48.154887 1250 net.cpp:86] Creating Layer bn4b10_branch2b +I1014 18:27:48.154893 1250 net.cpp:408] bn4b10_branch2b <- res4b10_branch2b +I1014 18:27:48.154901 1250 net.cpp:369] bn4b10_branch2b -> res4b10_branch2b (in-place) +I1014 18:27:48.155113 1250 net.cpp:124] Setting up bn4b10_branch2b +I1014 18:27:48.155123 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.155128 1250 net.cpp:139] Memory required for data: 250679328 +I1014 18:27:48.155135 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2b +I1014 18:27:48.155143 1250 net.cpp:86] Creating Layer scale4b10_branch2b +I1014 18:27:48.155148 1250 net.cpp:408] scale4b10_branch2b <- res4b10_branch2b +I1014 18:27:48.155154 1250 net.cpp:369] scale4b10_branch2b -> res4b10_branch2b (in-place) +I1014 18:27:48.155196 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2b +I1014 18:27:48.155313 1250 net.cpp:124] Setting up scale4b10_branch2b +I1014 18:27:48.155320 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.155323 1250 net.cpp:139] Memory required for data: 250880032 +I1014 18:27:48.155331 1250 layer_factory.hpp:77] Creating layer res4b10_branch2b_relu +I1014 18:27:48.155339 1250 net.cpp:86] Creating Layer res4b10_branch2b_relu +I1014 18:27:48.155344 1250 net.cpp:408] res4b10_branch2b_relu <- res4b10_branch2b +I1014 18:27:48.155349 1250 net.cpp:369] res4b10_branch2b_relu -> res4b10_branch2b (in-place) +I1014 18:27:48.156195 1250 net.cpp:124] Setting up res4b10_branch2b_relu +I1014 18:27:48.156213 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.156216 1250 net.cpp:139] Memory required for data: 251080736 +I1014 18:27:48.156221 1250 layer_factory.hpp:77] Creating layer res4b10_branch2c +I1014 18:27:48.156232 1250 net.cpp:86] Creating Layer res4b10_branch2c +I1014 18:27:48.156239 1250 net.cpp:408] res4b10_branch2c <- res4b10_branch2b +I1014 18:27:48.156246 1250 net.cpp:382] res4b10_branch2c -> res4b10_branch2c +I1014 18:27:48.159557 1250 net.cpp:124] Setting up res4b10_branch2c +I1014 18:27:48.159584 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.159590 1250 net.cpp:139] Memory required for data: 251883552 +I1014 18:27:48.159596 1250 layer_factory.hpp:77] Creating layer bn4b10_branch2c +I1014 18:27:48.159605 1250 net.cpp:86] Creating Layer bn4b10_branch2c +I1014 18:27:48.159610 1250 net.cpp:408] bn4b10_branch2c <- res4b10_branch2c +I1014 18:27:48.159620 1250 net.cpp:369] bn4b10_branch2c -> res4b10_branch2c (in-place) +I1014 18:27:48.159970 1250 net.cpp:124] Setting up bn4b10_branch2c +I1014 18:27:48.159981 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.159984 1250 net.cpp:139] Memory required for data: 252686368 +I1014 18:27:48.159994 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2c +I1014 18:27:48.160002 1250 net.cpp:86] Creating Layer scale4b10_branch2c +I1014 18:27:48.160007 1250 net.cpp:408] scale4b10_branch2c <- res4b10_branch2c +I1014 18:27:48.160014 1250 net.cpp:369] scale4b10_branch2c -> res4b10_branch2c (in-place) +I1014 18:27:48.160116 1250 layer_factory.hpp:77] Creating layer scale4b10_branch2c +I1014 18:27:48.160336 1250 net.cpp:124] Setting up scale4b10_branch2c +I1014 18:27:48.160347 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.160351 1250 net.cpp:139] Memory required for data: 253489184 +I1014 18:27:48.160358 1250 layer_factory.hpp:77] Creating layer res4b10 +I1014 18:27:48.160365 1250 net.cpp:86] Creating Layer res4b10 +I1014 18:27:48.160372 1250 net.cpp:408] res4b10 <- res4b9_res4b9_relu_0_split_1 +I1014 18:27:48.160377 1250 net.cpp:408] res4b10 <- res4b10_branch2c +I1014 18:27:48.160382 1250 net.cpp:382] res4b10 -> res4b10 +I1014 18:27:48.160414 1250 net.cpp:124] Setting up res4b10 +I1014 18:27:48.160421 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.160425 1250 net.cpp:139] Memory required for data: 254292000 +I1014 18:27:48.160429 1250 layer_factory.hpp:77] Creating layer res4b10_relu +I1014 18:27:48.160436 1250 net.cpp:86] Creating Layer res4b10_relu +I1014 18:27:48.160440 1250 net.cpp:408] res4b10_relu <- res4b10 +I1014 18:27:48.160445 1250 net.cpp:369] res4b10_relu -> res4b10 (in-place) +I1014 18:27:48.160763 1250 net.cpp:124] Setting up res4b10_relu +I1014 18:27:48.160774 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.160778 1250 net.cpp:139] Memory required for data: 255094816 +I1014 18:27:48.160784 1250 layer_factory.hpp:77] Creating layer res4b10_res4b10_relu_0_split +I1014 18:27:48.160790 1250 net.cpp:86] Creating Layer res4b10_res4b10_relu_0_split +I1014 18:27:48.160794 1250 net.cpp:408] res4b10_res4b10_relu_0_split <- res4b10 +I1014 18:27:48.160804 1250 net.cpp:382] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_0 +I1014 18:27:48.160816 1250 net.cpp:382] res4b10_res4b10_relu_0_split -> res4b10_res4b10_relu_0_split_1 +I1014 18:27:48.160873 1250 net.cpp:124] Setting up res4b10_res4b10_relu_0_split +I1014 18:27:48.160881 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.160886 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.160889 1250 net.cpp:139] Memory required for data: 256700448 +I1014 18:27:48.160893 1250 layer_factory.hpp:77] Creating layer res4b11_branch2a +I1014 18:27:48.160902 1250 net.cpp:86] Creating Layer res4b11_branch2a +I1014 18:27:48.160907 1250 net.cpp:408] res4b11_branch2a <- res4b10_res4b10_relu_0_split_0 +I1014 18:27:48.160912 1250 net.cpp:382] res4b11_branch2a -> res4b11_branch2a +I1014 18:27:48.164113 1250 net.cpp:124] Setting up res4b11_branch2a +I1014 18:27:48.164131 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.164136 1250 net.cpp:139] Memory required for data: 256901152 +I1014 18:27:48.164144 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2a +I1014 18:27:48.164151 1250 net.cpp:86] Creating Layer bn4b11_branch2a +I1014 18:27:48.164157 1250 net.cpp:408] bn4b11_branch2a <- res4b11_branch2a +I1014 18:27:48.164166 1250 net.cpp:369] bn4b11_branch2a -> res4b11_branch2a (in-place) +I1014 18:27:48.164398 1250 net.cpp:124] Setting up bn4b11_branch2a +I1014 18:27:48.164407 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.164412 1250 net.cpp:139] Memory required for data: 257101856 +I1014 18:27:48.164420 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2a +I1014 18:27:48.164429 1250 net.cpp:86] Creating Layer scale4b11_branch2a +I1014 18:27:48.164433 1250 net.cpp:408] scale4b11_branch2a <- res4b11_branch2a +I1014 18:27:48.164439 1250 net.cpp:369] scale4b11_branch2a -> res4b11_branch2a (in-place) +I1014 18:27:48.164490 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2a +I1014 18:27:48.164628 1250 net.cpp:124] Setting up scale4b11_branch2a +I1014 18:27:48.164636 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.164640 1250 net.cpp:139] Memory required for data: 257302560 +I1014 18:27:48.164647 1250 layer_factory.hpp:77] Creating layer res4b11_branch2a_relu +I1014 18:27:48.164654 1250 net.cpp:86] Creating Layer res4b11_branch2a_relu +I1014 18:27:48.164659 1250 net.cpp:408] res4b11_branch2a_relu <- res4b11_branch2a +I1014 18:27:48.164664 1250 net.cpp:369] res4b11_branch2a_relu -> res4b11_branch2a (in-place) +I1014 18:27:48.165498 1250 net.cpp:124] Setting up res4b11_branch2a_relu +I1014 18:27:48.165513 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.165516 1250 net.cpp:139] Memory required for data: 257503264 +I1014 18:27:48.165521 1250 layer_factory.hpp:77] Creating layer res4b11_branch2b +I1014 18:27:48.165530 1250 net.cpp:86] Creating Layer res4b11_branch2b +I1014 18:27:48.165536 1250 net.cpp:408] res4b11_branch2b <- res4b11_branch2a +I1014 18:27:48.165544 1250 net.cpp:382] res4b11_branch2b -> res4b11_branch2b +I1014 18:27:48.169937 1250 net.cpp:124] Setting up res4b11_branch2b +I1014 18:27:48.169956 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.169961 1250 net.cpp:139] Memory required for data: 257703968 +I1014 18:27:48.169968 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2b +I1014 18:27:48.169978 1250 net.cpp:86] Creating Layer bn4b11_branch2b +I1014 18:27:48.169983 1250 net.cpp:408] bn4b11_branch2b <- res4b11_branch2b +I1014 18:27:48.169991 1250 net.cpp:369] bn4b11_branch2b -> res4b11_branch2b (in-place) +I1014 18:27:48.170227 1250 net.cpp:124] Setting up bn4b11_branch2b +I1014 18:27:48.170236 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.170240 1250 net.cpp:139] Memory required for data: 257904672 +I1014 18:27:48.170249 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2b +I1014 18:27:48.170259 1250 net.cpp:86] Creating Layer scale4b11_branch2b +I1014 18:27:48.170264 1250 net.cpp:408] scale4b11_branch2b <- res4b11_branch2b +I1014 18:27:48.170270 1250 net.cpp:369] scale4b11_branch2b -> res4b11_branch2b (in-place) +I1014 18:27:48.170320 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2b +I1014 18:27:48.170454 1250 net.cpp:124] Setting up scale4b11_branch2b +I1014 18:27:48.170464 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.170467 1250 net.cpp:139] Memory required for data: 258105376 +I1014 18:27:48.170475 1250 layer_factory.hpp:77] Creating layer res4b11_branch2b_relu +I1014 18:27:48.170482 1250 net.cpp:86] Creating Layer res4b11_branch2b_relu +I1014 18:27:48.170487 1250 net.cpp:408] res4b11_branch2b_relu <- res4b11_branch2b +I1014 18:27:48.170493 1250 net.cpp:369] res4b11_branch2b_relu -> res4b11_branch2b (in-place) +I1014 18:27:48.170824 1250 net.cpp:124] Setting up res4b11_branch2b_relu +I1014 18:27:48.170835 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.170840 1250 net.cpp:139] Memory required for data: 258306080 +I1014 18:27:48.170843 1250 layer_factory.hpp:77] Creating layer res4b11_branch2c +I1014 18:27:48.170855 1250 net.cpp:86] Creating Layer res4b11_branch2c +I1014 18:27:48.170861 1250 net.cpp:408] res4b11_branch2c <- res4b11_branch2b +I1014 18:27:48.170872 1250 net.cpp:382] res4b11_branch2c -> res4b11_branch2c +I1014 18:27:48.174152 1250 net.cpp:124] Setting up res4b11_branch2c +I1014 18:27:48.174171 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.174176 1250 net.cpp:139] Memory required for data: 259108896 +I1014 18:27:48.174183 1250 layer_factory.hpp:77] Creating layer bn4b11_branch2c +I1014 18:27:48.174193 1250 net.cpp:86] Creating Layer bn4b11_branch2c +I1014 18:27:48.174198 1250 net.cpp:408] bn4b11_branch2c <- res4b11_branch2c +I1014 18:27:48.174206 1250 net.cpp:369] bn4b11_branch2c -> res4b11_branch2c (in-place) +I1014 18:27:48.174571 1250 net.cpp:124] Setting up bn4b11_branch2c +I1014 18:27:48.174582 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.174589 1250 net.cpp:139] Memory required for data: 259911712 +I1014 18:27:48.174598 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2c +I1014 18:27:48.174607 1250 net.cpp:86] Creating Layer scale4b11_branch2c +I1014 18:27:48.174612 1250 net.cpp:408] scale4b11_branch2c <- res4b11_branch2c +I1014 18:27:48.174620 1250 net.cpp:369] scale4b11_branch2c -> res4b11_branch2c (in-place) +I1014 18:27:48.174727 1250 layer_factory.hpp:77] Creating layer scale4b11_branch2c +I1014 18:27:48.174948 1250 net.cpp:124] Setting up scale4b11_branch2c +I1014 18:27:48.174959 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.174962 1250 net.cpp:139] Memory required for data: 260714528 +I1014 18:27:48.174970 1250 layer_factory.hpp:77] Creating layer res4b11 +I1014 18:27:48.174978 1250 net.cpp:86] Creating Layer res4b11 +I1014 18:27:48.174983 1250 net.cpp:408] res4b11 <- res4b10_res4b10_relu_0_split_1 +I1014 18:27:48.174988 1250 net.cpp:408] res4b11 <- res4b11_branch2c +I1014 18:27:48.174993 1250 net.cpp:382] res4b11 -> res4b11 +I1014 18:27:48.175021 1250 net.cpp:124] Setting up res4b11 +I1014 18:27:48.175029 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.175031 1250 net.cpp:139] Memory required for data: 261517344 +I1014 18:27:48.175035 1250 layer_factory.hpp:77] Creating layer res4b11_relu +I1014 18:27:48.175042 1250 net.cpp:86] Creating Layer res4b11_relu +I1014 18:27:48.175047 1250 net.cpp:408] res4b11_relu <- res4b11 +I1014 18:27:48.175052 1250 net.cpp:369] res4b11_relu -> res4b11 (in-place) +I1014 18:27:48.175360 1250 net.cpp:124] Setting up res4b11_relu +I1014 18:27:48.175374 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.175377 1250 net.cpp:139] Memory required for data: 262320160 +I1014 18:27:48.175382 1250 layer_factory.hpp:77] Creating layer res4b11_res4b11_relu_0_split +I1014 18:27:48.175390 1250 net.cpp:86] Creating Layer res4b11_res4b11_relu_0_split +I1014 18:27:48.175393 1250 net.cpp:408] res4b11_res4b11_relu_0_split <- res4b11 +I1014 18:27:48.175400 1250 net.cpp:382] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_0 +I1014 18:27:48.175408 1250 net.cpp:382] res4b11_res4b11_relu_0_split -> res4b11_res4b11_relu_0_split_1 +I1014 18:27:48.175457 1250 net.cpp:124] Setting up res4b11_res4b11_relu_0_split +I1014 18:27:48.175464 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.175469 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.175472 1250 net.cpp:139] Memory required for data: 263925792 +I1014 18:27:48.175477 1250 layer_factory.hpp:77] Creating layer res4b12_branch2a +I1014 18:27:48.175493 1250 net.cpp:86] Creating Layer res4b12_branch2a +I1014 18:27:48.175498 1250 net.cpp:408] res4b12_branch2a <- res4b11_res4b11_relu_0_split_0 +I1014 18:27:48.175504 1250 net.cpp:382] res4b12_branch2a -> res4b12_branch2a +I1014 18:27:48.178730 1250 net.cpp:124] Setting up res4b12_branch2a +I1014 18:27:48.178750 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.178755 1250 net.cpp:139] Memory required for data: 264126496 +I1014 18:27:48.178761 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2a +I1014 18:27:48.178776 1250 net.cpp:86] Creating Layer bn4b12_branch2a +I1014 18:27:48.178781 1250 net.cpp:408] bn4b12_branch2a <- res4b12_branch2a +I1014 18:27:48.178787 1250 net.cpp:369] bn4b12_branch2a -> res4b12_branch2a (in-place) +I1014 18:27:48.179018 1250 net.cpp:124] Setting up bn4b12_branch2a +I1014 18:27:48.179026 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.179030 1250 net.cpp:139] Memory required for data: 264327200 +I1014 18:27:48.179040 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2a +I1014 18:27:48.179049 1250 net.cpp:86] Creating Layer scale4b12_branch2a +I1014 18:27:48.179054 1250 net.cpp:408] scale4b12_branch2a <- res4b12_branch2a +I1014 18:27:48.179062 1250 net.cpp:369] scale4b12_branch2a -> res4b12_branch2a (in-place) +I1014 18:27:48.179111 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2a +I1014 18:27:48.179234 1250 net.cpp:124] Setting up scale4b12_branch2a +I1014 18:27:48.179251 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.179255 1250 net.cpp:139] Memory required for data: 264527904 +I1014 18:27:48.179262 1250 layer_factory.hpp:77] Creating layer res4b12_branch2a_relu +I1014 18:27:48.179270 1250 net.cpp:86] Creating Layer res4b12_branch2a_relu +I1014 18:27:48.179273 1250 net.cpp:408] res4b12_branch2a_relu <- res4b12_branch2a +I1014 18:27:48.179293 1250 net.cpp:369] res4b12_branch2a_relu -> res4b12_branch2a (in-place) +I1014 18:27:48.180142 1250 net.cpp:124] Setting up res4b12_branch2a_relu +I1014 18:27:48.180162 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.180166 1250 net.cpp:139] Memory required for data: 264728608 +I1014 18:27:48.180172 1250 layer_factory.hpp:77] Creating layer res4b12_branch2b +I1014 18:27:48.180183 1250 net.cpp:86] Creating Layer res4b12_branch2b +I1014 18:27:48.180188 1250 net.cpp:408] res4b12_branch2b <- res4b12_branch2a +I1014 18:27:48.180196 1250 net.cpp:382] res4b12_branch2b -> res4b12_branch2b +I1014 18:27:48.188630 1250 net.cpp:124] Setting up res4b12_branch2b +I1014 18:27:48.188696 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.188706 1250 net.cpp:139] Memory required for data: 264929312 +I1014 18:27:48.188725 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2b +I1014 18:27:48.188762 1250 net.cpp:86] Creating Layer bn4b12_branch2b +I1014 18:27:48.188778 1250 net.cpp:408] bn4b12_branch2b <- res4b12_branch2b +I1014 18:27:48.188793 1250 net.cpp:369] bn4b12_branch2b -> res4b12_branch2b (in-place) +I1014 18:27:48.189308 1250 net.cpp:124] Setting up bn4b12_branch2b +I1014 18:27:48.189327 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.189335 1250 net.cpp:139] Memory required for data: 265130016 +I1014 18:27:48.189353 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2b +I1014 18:27:48.189373 1250 net.cpp:86] Creating Layer scale4b12_branch2b +I1014 18:27:48.189383 1250 net.cpp:408] scale4b12_branch2b <- res4b12_branch2b +I1014 18:27:48.189394 1250 net.cpp:369] scale4b12_branch2b -> res4b12_branch2b (in-place) +I1014 18:27:48.189489 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2b +I1014 18:27:48.189754 1250 net.cpp:124] Setting up scale4b12_branch2b +I1014 18:27:48.189769 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.189777 1250 net.cpp:139] Memory required for data: 265330720 +I1014 18:27:48.189791 1250 layer_factory.hpp:77] Creating layer res4b12_branch2b_relu +I1014 18:27:48.189806 1250 net.cpp:86] Creating Layer res4b12_branch2b_relu +I1014 18:27:48.189816 1250 net.cpp:408] res4b12_branch2b_relu <- res4b12_branch2b +I1014 18:27:48.189828 1250 net.cpp:369] res4b12_branch2b_relu -> res4b12_branch2b (in-place) +I1014 18:27:48.190431 1250 net.cpp:124] Setting up res4b12_branch2b_relu +I1014 18:27:48.190452 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.190460 1250 net.cpp:139] Memory required for data: 265531424 +I1014 18:27:48.190469 1250 layer_factory.hpp:77] Creating layer res4b12_branch2c +I1014 18:27:48.190490 1250 net.cpp:86] Creating Layer res4b12_branch2c +I1014 18:27:48.190500 1250 net.cpp:408] res4b12_branch2c <- res4b12_branch2b +I1014 18:27:48.190515 1250 net.cpp:382] res4b12_branch2c -> res4b12_branch2c +I1014 18:27:48.196431 1250 net.cpp:124] Setting up res4b12_branch2c +I1014 18:27:48.196465 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.196473 1250 net.cpp:139] Memory required for data: 266334240 +I1014 18:27:48.196486 1250 layer_factory.hpp:77] Creating layer bn4b12_branch2c +I1014 18:27:48.196506 1250 net.cpp:86] Creating Layer bn4b12_branch2c +I1014 18:27:48.196516 1250 net.cpp:408] bn4b12_branch2c <- res4b12_branch2c +I1014 18:27:48.196534 1250 net.cpp:369] bn4b12_branch2c -> res4b12_branch2c (in-place) +I1014 18:27:48.197197 1250 net.cpp:124] Setting up bn4b12_branch2c +I1014 18:27:48.197213 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.197221 1250 net.cpp:139] Memory required for data: 267137056 +I1014 18:27:48.197238 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2c +I1014 18:27:48.197268 1250 net.cpp:86] Creating Layer scale4b12_branch2c +I1014 18:27:48.197278 1250 net.cpp:408] scale4b12_branch2c <- res4b12_branch2c +I1014 18:27:48.197290 1250 net.cpp:369] scale4b12_branch2c -> res4b12_branch2c (in-place) +I1014 18:27:48.197469 1250 layer_factory.hpp:77] Creating layer scale4b12_branch2c +I1014 18:27:48.197852 1250 net.cpp:124] Setting up scale4b12_branch2c +I1014 18:27:48.197870 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.197876 1250 net.cpp:139] Memory required for data: 267939872 +I1014 18:27:48.197890 1250 layer_factory.hpp:77] Creating layer res4b12 +I1014 18:27:48.197903 1250 net.cpp:86] Creating Layer res4b12 +I1014 18:27:48.197913 1250 net.cpp:408] res4b12 <- res4b11_res4b11_relu_0_split_1 +I1014 18:27:48.197923 1250 net.cpp:408] res4b12 <- res4b12_branch2c +I1014 18:27:48.197935 1250 net.cpp:382] res4b12 -> res4b12 +I1014 18:27:48.197993 1250 net.cpp:124] Setting up res4b12 +I1014 18:27:48.198004 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.198012 1250 net.cpp:139] Memory required for data: 268742688 +I1014 18:27:48.198019 1250 layer_factory.hpp:77] Creating layer res4b12_relu +I1014 18:27:48.198032 1250 net.cpp:86] Creating Layer res4b12_relu +I1014 18:27:48.198040 1250 net.cpp:408] res4b12_relu <- res4b12 +I1014 18:27:48.198052 1250 net.cpp:369] res4b12_relu -> res4b12 (in-place) +I1014 18:27:48.198609 1250 net.cpp:124] Setting up res4b12_relu +I1014 18:27:48.198628 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.198637 1250 net.cpp:139] Memory required for data: 269545504 +I1014 18:27:48.198644 1250 layer_factory.hpp:77] Creating layer res4b12_res4b12_relu_0_split +I1014 18:27:48.198658 1250 net.cpp:86] Creating Layer res4b12_res4b12_relu_0_split +I1014 18:27:48.198668 1250 net.cpp:408] res4b12_res4b12_relu_0_split <- res4b12 +I1014 18:27:48.198679 1250 net.cpp:382] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_0 +I1014 18:27:48.198707 1250 net.cpp:382] res4b12_res4b12_relu_0_split -> res4b12_res4b12_relu_0_split_1 +I1014 18:27:48.198801 1250 net.cpp:124] Setting up res4b12_res4b12_relu_0_split +I1014 18:27:48.198814 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.198824 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.198830 1250 net.cpp:139] Memory required for data: 271151136 +I1014 18:27:48.198837 1250 layer_factory.hpp:77] Creating layer res4b13_branch2a +I1014 18:27:48.198858 1250 net.cpp:86] Creating Layer res4b13_branch2a +I1014 18:27:48.198866 1250 net.cpp:408] res4b13_branch2a <- res4b12_res4b12_relu_0_split_0 +I1014 18:27:48.198880 1250 net.cpp:382] res4b13_branch2a -> res4b13_branch2a +I1014 18:27:48.203747 1250 net.cpp:124] Setting up res4b13_branch2a +I1014 18:27:48.203768 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.203771 1250 net.cpp:139] Memory required for data: 271351840 +I1014 18:27:48.203779 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2a +I1014 18:27:48.203789 1250 net.cpp:86] Creating Layer bn4b13_branch2a +I1014 18:27:48.203794 1250 net.cpp:408] bn4b13_branch2a <- res4b13_branch2a +I1014 18:27:48.203804 1250 net.cpp:369] bn4b13_branch2a -> res4b13_branch2a (in-place) +I1014 18:27:48.204073 1250 net.cpp:124] Setting up bn4b13_branch2a +I1014 18:27:48.204082 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.204087 1250 net.cpp:139] Memory required for data: 271552544 +I1014 18:27:48.204094 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2a +I1014 18:27:48.204107 1250 net.cpp:86] Creating Layer scale4b13_branch2a +I1014 18:27:48.204113 1250 net.cpp:408] scale4b13_branch2a <- res4b13_branch2a +I1014 18:27:48.204120 1250 net.cpp:369] scale4b13_branch2a -> res4b13_branch2a (in-place) +I1014 18:27:48.204169 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2a +I1014 18:27:48.204314 1250 net.cpp:124] Setting up scale4b13_branch2a +I1014 18:27:48.204322 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.204326 1250 net.cpp:139] Memory required for data: 271753248 +I1014 18:27:48.204339 1250 layer_factory.hpp:77] Creating layer res4b13_branch2a_relu +I1014 18:27:48.204346 1250 net.cpp:86] Creating Layer res4b13_branch2a_relu +I1014 18:27:48.204351 1250 net.cpp:408] res4b13_branch2a_relu <- res4b13_branch2a +I1014 18:27:48.204357 1250 net.cpp:369] res4b13_branch2a_relu -> res4b13_branch2a (in-place) +I1014 18:27:48.205803 1250 net.cpp:124] Setting up res4b13_branch2a_relu +I1014 18:27:48.205817 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.205821 1250 net.cpp:139] Memory required for data: 271953952 +I1014 18:27:48.205826 1250 layer_factory.hpp:77] Creating layer res4b13_branch2b +I1014 18:27:48.205837 1250 net.cpp:86] Creating Layer res4b13_branch2b +I1014 18:27:48.205843 1250 net.cpp:408] res4b13_branch2b <- res4b13_branch2a +I1014 18:27:48.205852 1250 net.cpp:382] res4b13_branch2b -> res4b13_branch2b +I1014 18:27:48.210618 1250 net.cpp:124] Setting up res4b13_branch2b +I1014 18:27:48.210639 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.210644 1250 net.cpp:139] Memory required for data: 272154656 +I1014 18:27:48.210654 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2b +I1014 18:27:48.210665 1250 net.cpp:86] Creating Layer bn4b13_branch2b +I1014 18:27:48.210671 1250 net.cpp:408] bn4b13_branch2b <- res4b13_branch2b +I1014 18:27:48.210678 1250 net.cpp:369] bn4b13_branch2b -> res4b13_branch2b (in-place) +I1014 18:27:48.210942 1250 net.cpp:124] Setting up bn4b13_branch2b +I1014 18:27:48.210950 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.210954 1250 net.cpp:139] Memory required for data: 272355360 +I1014 18:27:48.210963 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2b +I1014 18:27:48.210973 1250 net.cpp:86] Creating Layer scale4b13_branch2b +I1014 18:27:48.210978 1250 net.cpp:408] scale4b13_branch2b <- res4b13_branch2b +I1014 18:27:48.210984 1250 net.cpp:369] scale4b13_branch2b -> res4b13_branch2b (in-place) +I1014 18:27:48.211035 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2b +I1014 18:27:48.211180 1250 net.cpp:124] Setting up scale4b13_branch2b +I1014 18:27:48.211192 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.211199 1250 net.cpp:139] Memory required for data: 272556064 +I1014 18:27:48.211211 1250 layer_factory.hpp:77] Creating layer res4b13_branch2b_relu +I1014 18:27:48.211218 1250 net.cpp:86] Creating Layer res4b13_branch2b_relu +I1014 18:27:48.211223 1250 net.cpp:408] res4b13_branch2b_relu <- res4b13_branch2b +I1014 18:27:48.211230 1250 net.cpp:369] res4b13_branch2b_relu -> res4b13_branch2b (in-place) +I1014 18:27:48.211576 1250 net.cpp:124] Setting up res4b13_branch2b_relu +I1014 18:27:48.211592 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.211596 1250 net.cpp:139] Memory required for data: 272756768 +I1014 18:27:48.211601 1250 layer_factory.hpp:77] Creating layer res4b13_branch2c +I1014 18:27:48.211612 1250 net.cpp:86] Creating Layer res4b13_branch2c +I1014 18:27:48.211617 1250 net.cpp:408] res4b13_branch2c <- res4b13_branch2b +I1014 18:27:48.211627 1250 net.cpp:382] res4b13_branch2c -> res4b13_branch2c +I1014 18:27:48.215188 1250 net.cpp:124] Setting up res4b13_branch2c +I1014 18:27:48.215204 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.215209 1250 net.cpp:139] Memory required for data: 273559584 +I1014 18:27:48.215215 1250 layer_factory.hpp:77] Creating layer bn4b13_branch2c +I1014 18:27:48.215230 1250 net.cpp:86] Creating Layer bn4b13_branch2c +I1014 18:27:48.215236 1250 net.cpp:408] bn4b13_branch2c <- res4b13_branch2c +I1014 18:27:48.215245 1250 net.cpp:369] bn4b13_branch2c -> res4b13_branch2c (in-place) +I1014 18:27:48.218811 1250 net.cpp:124] Setting up bn4b13_branch2c +I1014 18:27:48.218825 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.218829 1250 net.cpp:139] Memory required for data: 274362400 +I1014 18:27:48.218839 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2c +I1014 18:27:48.218849 1250 net.cpp:86] Creating Layer scale4b13_branch2c +I1014 18:27:48.218863 1250 net.cpp:408] scale4b13_branch2c <- res4b13_branch2c +I1014 18:27:48.218869 1250 net.cpp:369] scale4b13_branch2c -> res4b13_branch2c (in-place) +I1014 18:27:48.218991 1250 layer_factory.hpp:77] Creating layer scale4b13_branch2c +I1014 18:27:48.219226 1250 net.cpp:124] Setting up scale4b13_branch2c +I1014 18:27:48.219236 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.219240 1250 net.cpp:139] Memory required for data: 275165216 +I1014 18:27:48.219249 1250 layer_factory.hpp:77] Creating layer res4b13 +I1014 18:27:48.219259 1250 net.cpp:86] Creating Layer res4b13 +I1014 18:27:48.219265 1250 net.cpp:408] res4b13 <- res4b12_res4b12_relu_0_split_1 +I1014 18:27:48.219271 1250 net.cpp:408] res4b13 <- res4b13_branch2c +I1014 18:27:48.219279 1250 net.cpp:382] res4b13 -> res4b13 +I1014 18:27:48.219310 1250 net.cpp:124] Setting up res4b13 +I1014 18:27:48.219318 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.219322 1250 net.cpp:139] Memory required for data: 275968032 +I1014 18:27:48.219326 1250 layer_factory.hpp:77] Creating layer res4b13_relu +I1014 18:27:48.219336 1250 net.cpp:86] Creating Layer res4b13_relu +I1014 18:27:48.219339 1250 net.cpp:408] res4b13_relu <- res4b13 +I1014 18:27:48.219346 1250 net.cpp:369] res4b13_relu -> res4b13 (in-place) +I1014 18:27:48.219703 1250 net.cpp:124] Setting up res4b13_relu +I1014 18:27:48.219719 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.219723 1250 net.cpp:139] Memory required for data: 276770848 +I1014 18:27:48.219728 1250 layer_factory.hpp:77] Creating layer res4b13_res4b13_relu_0_split +I1014 18:27:48.219740 1250 net.cpp:86] Creating Layer res4b13_res4b13_relu_0_split +I1014 18:27:48.219749 1250 net.cpp:408] res4b13_res4b13_relu_0_split <- res4b13 +I1014 18:27:48.219759 1250 net.cpp:382] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_0 +I1014 18:27:48.219768 1250 net.cpp:382] res4b13_res4b13_relu_0_split -> res4b13_res4b13_relu_0_split_1 +I1014 18:27:48.219825 1250 net.cpp:124] Setting up res4b13_res4b13_relu_0_split +I1014 18:27:48.219832 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.219836 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.219841 1250 net.cpp:139] Memory required for data: 278376480 +I1014 18:27:48.219846 1250 layer_factory.hpp:77] Creating layer res4b14_branch2a +I1014 18:27:48.219856 1250 net.cpp:86] Creating Layer res4b14_branch2a +I1014 18:27:48.219861 1250 net.cpp:408] res4b14_branch2a <- res4b13_res4b13_relu_0_split_0 +I1014 18:27:48.219871 1250 net.cpp:382] res4b14_branch2a -> res4b14_branch2a +I1014 18:27:48.223291 1250 net.cpp:124] Setting up res4b14_branch2a +I1014 18:27:48.223306 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.223310 1250 net.cpp:139] Memory required for data: 278577184 +I1014 18:27:48.223317 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2a +I1014 18:27:48.223330 1250 net.cpp:86] Creating Layer bn4b14_branch2a +I1014 18:27:48.223335 1250 net.cpp:408] bn4b14_branch2a <- res4b14_branch2a +I1014 18:27:48.223343 1250 net.cpp:369] bn4b14_branch2a -> res4b14_branch2a (in-place) +I1014 18:27:48.223615 1250 net.cpp:124] Setting up bn4b14_branch2a +I1014 18:27:48.223628 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.223631 1250 net.cpp:139] Memory required for data: 278777888 +I1014 18:27:48.223641 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2a +I1014 18:27:48.223657 1250 net.cpp:86] Creating Layer scale4b14_branch2a +I1014 18:27:48.223664 1250 net.cpp:408] scale4b14_branch2a <- res4b14_branch2a +I1014 18:27:48.223672 1250 net.cpp:369] scale4b14_branch2a -> res4b14_branch2a (in-place) +I1014 18:27:48.223724 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2a +I1014 18:27:48.223870 1250 net.cpp:124] Setting up scale4b14_branch2a +I1014 18:27:48.223877 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.223881 1250 net.cpp:139] Memory required for data: 278978592 +I1014 18:27:48.223887 1250 layer_factory.hpp:77] Creating layer res4b14_branch2a_relu +I1014 18:27:48.223901 1250 net.cpp:86] Creating Layer res4b14_branch2a_relu +I1014 18:27:48.223906 1250 net.cpp:408] res4b14_branch2a_relu <- res4b14_branch2a +I1014 18:27:48.223912 1250 net.cpp:369] res4b14_branch2a_relu -> res4b14_branch2a (in-place) +I1014 18:27:48.224807 1250 net.cpp:124] Setting up res4b14_branch2a_relu +I1014 18:27:48.224822 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.224825 1250 net.cpp:139] Memory required for data: 279179296 +I1014 18:27:48.224830 1250 layer_factory.hpp:77] Creating layer res4b14_branch2b +I1014 18:27:48.224843 1250 net.cpp:86] Creating Layer res4b14_branch2b +I1014 18:27:48.224848 1250 net.cpp:408] res4b14_branch2b <- res4b14_branch2a +I1014 18:27:48.224855 1250 net.cpp:382] res4b14_branch2b -> res4b14_branch2b +I1014 18:27:48.231062 1250 net.cpp:124] Setting up res4b14_branch2b +I1014 18:27:48.231083 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.231088 1250 net.cpp:139] Memory required for data: 279380000 +I1014 18:27:48.231096 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2b +I1014 18:27:48.231107 1250 net.cpp:86] Creating Layer bn4b14_branch2b +I1014 18:27:48.231113 1250 net.cpp:408] bn4b14_branch2b <- res4b14_branch2b +I1014 18:27:48.231122 1250 net.cpp:369] bn4b14_branch2b -> res4b14_branch2b (in-place) +I1014 18:27:48.231385 1250 net.cpp:124] Setting up bn4b14_branch2b +I1014 18:27:48.231393 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.231397 1250 net.cpp:139] Memory required for data: 279580704 +I1014 18:27:48.231406 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2b +I1014 18:27:48.231416 1250 net.cpp:86] Creating Layer scale4b14_branch2b +I1014 18:27:48.231420 1250 net.cpp:408] scale4b14_branch2b <- res4b14_branch2b +I1014 18:27:48.231427 1250 net.cpp:369] scale4b14_branch2b -> res4b14_branch2b (in-place) +I1014 18:27:48.231477 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2b +I1014 18:27:48.231640 1250 net.cpp:124] Setting up scale4b14_branch2b +I1014 18:27:48.231652 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.231657 1250 net.cpp:139] Memory required for data: 279781408 +I1014 18:27:48.231663 1250 layer_factory.hpp:77] Creating layer res4b14_branch2b_relu +I1014 18:27:48.231672 1250 net.cpp:86] Creating Layer res4b14_branch2b_relu +I1014 18:27:48.231676 1250 net.cpp:408] res4b14_branch2b_relu <- res4b14_branch2b +I1014 18:27:48.231683 1250 net.cpp:369] res4b14_branch2b_relu -> res4b14_branch2b (in-place) +I1014 18:27:48.232008 1250 net.cpp:124] Setting up res4b14_branch2b_relu +I1014 18:27:48.232020 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.232033 1250 net.cpp:139] Memory required for data: 279982112 +I1014 18:27:48.232038 1250 layer_factory.hpp:77] Creating layer res4b14_branch2c +I1014 18:27:48.232050 1250 net.cpp:86] Creating Layer res4b14_branch2c +I1014 18:27:48.232055 1250 net.cpp:408] res4b14_branch2c <- res4b14_branch2b +I1014 18:27:48.232062 1250 net.cpp:382] res4b14_branch2c -> res4b14_branch2c +I1014 18:27:48.235394 1250 net.cpp:124] Setting up res4b14_branch2c +I1014 18:27:48.235409 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.235414 1250 net.cpp:139] Memory required for data: 280784928 +I1014 18:27:48.235420 1250 layer_factory.hpp:77] Creating layer bn4b14_branch2c +I1014 18:27:48.235431 1250 net.cpp:86] Creating Layer bn4b14_branch2c +I1014 18:27:48.235436 1250 net.cpp:408] bn4b14_branch2c <- res4b14_branch2c +I1014 18:27:48.235445 1250 net.cpp:369] bn4b14_branch2c -> res4b14_branch2c (in-place) +I1014 18:27:48.235841 1250 net.cpp:124] Setting up bn4b14_branch2c +I1014 18:27:48.235854 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.235858 1250 net.cpp:139] Memory required for data: 281587744 +I1014 18:27:48.235867 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2c +I1014 18:27:48.235878 1250 net.cpp:86] Creating Layer scale4b14_branch2c +I1014 18:27:48.235883 1250 net.cpp:408] scale4b14_branch2c <- res4b14_branch2c +I1014 18:27:48.235893 1250 net.cpp:369] scale4b14_branch2c -> res4b14_branch2c (in-place) +I1014 18:27:48.236006 1250 layer_factory.hpp:77] Creating layer scale4b14_branch2c +I1014 18:27:48.236235 1250 net.cpp:124] Setting up scale4b14_branch2c +I1014 18:27:48.236245 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.236248 1250 net.cpp:139] Memory required for data: 282390560 +I1014 18:27:48.236255 1250 layer_factory.hpp:77] Creating layer res4b14 +I1014 18:27:48.236263 1250 net.cpp:86] Creating Layer res4b14 +I1014 18:27:48.236268 1250 net.cpp:408] res4b14 <- res4b13_res4b13_relu_0_split_1 +I1014 18:27:48.236274 1250 net.cpp:408] res4b14 <- res4b14_branch2c +I1014 18:27:48.236279 1250 net.cpp:382] res4b14 -> res4b14 +I1014 18:27:48.236310 1250 net.cpp:124] Setting up res4b14 +I1014 18:27:48.236317 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.236320 1250 net.cpp:139] Memory required for data: 283193376 +I1014 18:27:48.236325 1250 layer_factory.hpp:77] Creating layer res4b14_relu +I1014 18:27:48.236331 1250 net.cpp:86] Creating Layer res4b14_relu +I1014 18:27:48.236337 1250 net.cpp:408] res4b14_relu <- res4b14 +I1014 18:27:48.236346 1250 net.cpp:369] res4b14_relu -> res4b14 (in-place) +I1014 18:27:48.236681 1250 net.cpp:124] Setting up res4b14_relu +I1014 18:27:48.236692 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.236696 1250 net.cpp:139] Memory required for data: 283996192 +I1014 18:27:48.236701 1250 layer_factory.hpp:77] Creating layer res4b14_res4b14_relu_0_split +I1014 18:27:48.236708 1250 net.cpp:86] Creating Layer res4b14_res4b14_relu_0_split +I1014 18:27:48.236712 1250 net.cpp:408] res4b14_res4b14_relu_0_split <- res4b14 +I1014 18:27:48.236721 1250 net.cpp:382] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_0 +I1014 18:27:48.236728 1250 net.cpp:382] res4b14_res4b14_relu_0_split -> res4b14_res4b14_relu_0_split_1 +I1014 18:27:48.236784 1250 net.cpp:124] Setting up res4b14_res4b14_relu_0_split +I1014 18:27:48.236790 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.236795 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.236799 1250 net.cpp:139] Memory required for data: 285601824 +I1014 18:27:48.236802 1250 layer_factory.hpp:77] Creating layer res4b15_branch2a +I1014 18:27:48.236814 1250 net.cpp:86] Creating Layer res4b15_branch2a +I1014 18:27:48.236819 1250 net.cpp:408] res4b15_branch2a <- res4b14_res4b14_relu_0_split_0 +I1014 18:27:48.236824 1250 net.cpp:382] res4b15_branch2a -> res4b15_branch2a +I1014 18:27:48.240255 1250 net.cpp:124] Setting up res4b15_branch2a +I1014 18:27:48.240273 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.240278 1250 net.cpp:139] Memory required for data: 285802528 +I1014 18:27:48.240285 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2a +I1014 18:27:48.240298 1250 net.cpp:86] Creating Layer bn4b15_branch2a +I1014 18:27:48.240303 1250 net.cpp:408] bn4b15_branch2a <- res4b15_branch2a +I1014 18:27:48.240310 1250 net.cpp:369] bn4b15_branch2a -> res4b15_branch2a (in-place) +I1014 18:27:48.240564 1250 net.cpp:124] Setting up bn4b15_branch2a +I1014 18:27:48.240572 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.240576 1250 net.cpp:139] Memory required for data: 286003232 +I1014 18:27:48.240584 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2a +I1014 18:27:48.240593 1250 net.cpp:86] Creating Layer scale4b15_branch2a +I1014 18:27:48.240598 1250 net.cpp:408] scale4b15_branch2a <- res4b15_branch2a +I1014 18:27:48.240605 1250 net.cpp:369] scale4b15_branch2a -> res4b15_branch2a (in-place) +I1014 18:27:48.240658 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2a +I1014 18:27:48.240797 1250 net.cpp:124] Setting up scale4b15_branch2a +I1014 18:27:48.240805 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.240808 1250 net.cpp:139] Memory required for data: 286203936 +I1014 18:27:48.240815 1250 layer_factory.hpp:77] Creating layer res4b15_branch2a_relu +I1014 18:27:48.240823 1250 net.cpp:86] Creating Layer res4b15_branch2a_relu +I1014 18:27:48.240828 1250 net.cpp:408] res4b15_branch2a_relu <- res4b15_branch2a +I1014 18:27:48.240841 1250 net.cpp:369] res4b15_branch2a_relu -> res4b15_branch2a (in-place) +I1014 18:27:48.241714 1250 net.cpp:124] Setting up res4b15_branch2a_relu +I1014 18:27:48.241729 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.241732 1250 net.cpp:139] Memory required for data: 286404640 +I1014 18:27:48.241737 1250 layer_factory.hpp:77] Creating layer res4b15_branch2b +I1014 18:27:48.241749 1250 net.cpp:86] Creating Layer res4b15_branch2b +I1014 18:27:48.241753 1250 net.cpp:408] res4b15_branch2b <- res4b15_branch2a +I1014 18:27:48.241765 1250 net.cpp:382] res4b15_branch2b -> res4b15_branch2b +I1014 18:27:48.246347 1250 net.cpp:124] Setting up res4b15_branch2b +I1014 18:27:48.246366 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.246371 1250 net.cpp:139] Memory required for data: 286605344 +I1014 18:27:48.246377 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2b +I1014 18:27:48.246389 1250 net.cpp:86] Creating Layer bn4b15_branch2b +I1014 18:27:48.246394 1250 net.cpp:408] bn4b15_branch2b <- res4b15_branch2b +I1014 18:27:48.246403 1250 net.cpp:369] bn4b15_branch2b -> res4b15_branch2b (in-place) +I1014 18:27:48.246671 1250 net.cpp:124] Setting up bn4b15_branch2b +I1014 18:27:48.246680 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.246683 1250 net.cpp:139] Memory required for data: 286806048 +I1014 18:27:48.246692 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2b +I1014 18:27:48.246701 1250 net.cpp:86] Creating Layer scale4b15_branch2b +I1014 18:27:48.246706 1250 net.cpp:408] scale4b15_branch2b <- res4b15_branch2b +I1014 18:27:48.246713 1250 net.cpp:369] scale4b15_branch2b -> res4b15_branch2b (in-place) +I1014 18:27:48.246764 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2b +I1014 18:27:48.246913 1250 net.cpp:124] Setting up scale4b15_branch2b +I1014 18:27:48.246922 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.246924 1250 net.cpp:139] Memory required for data: 287006752 +I1014 18:27:48.246932 1250 layer_factory.hpp:77] Creating layer res4b15_branch2b_relu +I1014 18:27:48.246940 1250 net.cpp:86] Creating Layer res4b15_branch2b_relu +I1014 18:27:48.246944 1250 net.cpp:408] res4b15_branch2b_relu <- res4b15_branch2b +I1014 18:27:48.246951 1250 net.cpp:369] res4b15_branch2b_relu -> res4b15_branch2b (in-place) +I1014 18:27:48.247268 1250 net.cpp:124] Setting up res4b15_branch2b_relu +I1014 18:27:48.247279 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.247283 1250 net.cpp:139] Memory required for data: 287207456 +I1014 18:27:48.247288 1250 layer_factory.hpp:77] Creating layer res4b15_branch2c +I1014 18:27:48.247298 1250 net.cpp:86] Creating Layer res4b15_branch2c +I1014 18:27:48.247303 1250 net.cpp:408] res4b15_branch2c <- res4b15_branch2b +I1014 18:27:48.247313 1250 net.cpp:382] res4b15_branch2c -> res4b15_branch2c +I1014 18:27:48.250638 1250 net.cpp:124] Setting up res4b15_branch2c +I1014 18:27:48.250656 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.250660 1250 net.cpp:139] Memory required for data: 288010272 +I1014 18:27:48.250668 1250 layer_factory.hpp:77] Creating layer bn4b15_branch2c +I1014 18:27:48.250676 1250 net.cpp:86] Creating Layer bn4b15_branch2c +I1014 18:27:48.250682 1250 net.cpp:408] bn4b15_branch2c <- res4b15_branch2c +I1014 18:27:48.250689 1250 net.cpp:369] bn4b15_branch2c -> res4b15_branch2c (in-place) +I1014 18:27:48.251078 1250 net.cpp:124] Setting up bn4b15_branch2c +I1014 18:27:48.251087 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.251091 1250 net.cpp:139] Memory required for data: 288813088 +I1014 18:27:48.251099 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2c +I1014 18:27:48.251109 1250 net.cpp:86] Creating Layer scale4b15_branch2c +I1014 18:27:48.251114 1250 net.cpp:408] scale4b15_branch2c <- res4b15_branch2c +I1014 18:27:48.251121 1250 net.cpp:369] scale4b15_branch2c -> res4b15_branch2c (in-place) +I1014 18:27:48.251225 1250 layer_factory.hpp:77] Creating layer scale4b15_branch2c +I1014 18:27:48.251457 1250 net.cpp:124] Setting up scale4b15_branch2c +I1014 18:27:48.251467 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.251471 1250 net.cpp:139] Memory required for data: 289615904 +I1014 18:27:48.251478 1250 layer_factory.hpp:77] Creating layer res4b15 +I1014 18:27:48.251487 1250 net.cpp:86] Creating Layer res4b15 +I1014 18:27:48.251493 1250 net.cpp:408] res4b15 <- res4b14_res4b14_relu_0_split_1 +I1014 18:27:48.251498 1250 net.cpp:408] res4b15 <- res4b15_branch2c +I1014 18:27:48.251504 1250 net.cpp:382] res4b15 -> res4b15 +I1014 18:27:48.251534 1250 net.cpp:124] Setting up res4b15 +I1014 18:27:48.251541 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.251545 1250 net.cpp:139] Memory required for data: 290418720 +I1014 18:27:48.251549 1250 layer_factory.hpp:77] Creating layer res4b15_relu +I1014 18:27:48.251556 1250 net.cpp:86] Creating Layer res4b15_relu +I1014 18:27:48.251565 1250 net.cpp:408] res4b15_relu <- res4b15 +I1014 18:27:48.251574 1250 net.cpp:369] res4b15_relu -> res4b15 (in-place) +I1014 18:27:48.252447 1250 net.cpp:124] Setting up res4b15_relu +I1014 18:27:48.252461 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.252465 1250 net.cpp:139] Memory required for data: 291221536 +I1014 18:27:48.252470 1250 layer_factory.hpp:77] Creating layer res4b15_res4b15_relu_0_split +I1014 18:27:48.252478 1250 net.cpp:86] Creating Layer res4b15_res4b15_relu_0_split +I1014 18:27:48.252483 1250 net.cpp:408] res4b15_res4b15_relu_0_split <- res4b15 +I1014 18:27:48.252490 1250 net.cpp:382] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_0 +I1014 18:27:48.252498 1250 net.cpp:382] res4b15_res4b15_relu_0_split -> res4b15_res4b15_relu_0_split_1 +I1014 18:27:48.252558 1250 net.cpp:124] Setting up res4b15_res4b15_relu_0_split +I1014 18:27:48.252565 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.252569 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.252573 1250 net.cpp:139] Memory required for data: 292827168 +I1014 18:27:48.252576 1250 layer_factory.hpp:77] Creating layer res4b16_branch2a +I1014 18:27:48.252589 1250 net.cpp:86] Creating Layer res4b16_branch2a +I1014 18:27:48.252593 1250 net.cpp:408] res4b16_branch2a <- res4b15_res4b15_relu_0_split_0 +I1014 18:27:48.252599 1250 net.cpp:382] res4b16_branch2a -> res4b16_branch2a +I1014 18:27:48.256057 1250 net.cpp:124] Setting up res4b16_branch2a +I1014 18:27:48.256073 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.256078 1250 net.cpp:139] Memory required for data: 293027872 +I1014 18:27:48.256085 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2a +I1014 18:27:48.256095 1250 net.cpp:86] Creating Layer bn4b16_branch2a +I1014 18:27:48.256100 1250 net.cpp:408] bn4b16_branch2a <- res4b16_branch2a +I1014 18:27:48.256108 1250 net.cpp:369] bn4b16_branch2a -> res4b16_branch2a (in-place) +I1014 18:27:48.256359 1250 net.cpp:124] Setting up bn4b16_branch2a +I1014 18:27:48.256367 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.256371 1250 net.cpp:139] Memory required for data: 293228576 +I1014 18:27:48.256379 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2a +I1014 18:27:48.256388 1250 net.cpp:86] Creating Layer scale4b16_branch2a +I1014 18:27:48.256392 1250 net.cpp:408] scale4b16_branch2a <- res4b16_branch2a +I1014 18:27:48.256400 1250 net.cpp:369] scale4b16_branch2a -> res4b16_branch2a (in-place) +I1014 18:27:48.256449 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2a +I1014 18:27:48.256592 1250 net.cpp:124] Setting up scale4b16_branch2a +I1014 18:27:48.256599 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.256603 1250 net.cpp:139] Memory required for data: 293429280 +I1014 18:27:48.256608 1250 layer_factory.hpp:77] Creating layer res4b16_branch2a_relu +I1014 18:27:48.256616 1250 net.cpp:86] Creating Layer res4b16_branch2a_relu +I1014 18:27:48.256621 1250 net.cpp:408] res4b16_branch2a_relu <- res4b16_branch2a +I1014 18:27:48.256628 1250 net.cpp:369] res4b16_branch2a_relu -> res4b16_branch2a (in-place) +I1014 18:27:48.257683 1250 net.cpp:124] Setting up res4b16_branch2a_relu +I1014 18:27:48.257697 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.257701 1250 net.cpp:139] Memory required for data: 293629984 +I1014 18:27:48.257706 1250 layer_factory.hpp:77] Creating layer res4b16_branch2b +I1014 18:27:48.257717 1250 net.cpp:86] Creating Layer res4b16_branch2b +I1014 18:27:48.257724 1250 net.cpp:408] res4b16_branch2b <- res4b16_branch2a +I1014 18:27:48.257731 1250 net.cpp:382] res4b16_branch2b -> res4b16_branch2b +I1014 18:27:48.262352 1250 net.cpp:124] Setting up res4b16_branch2b +I1014 18:27:48.262370 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.262375 1250 net.cpp:139] Memory required for data: 293830688 +I1014 18:27:48.262382 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2b +I1014 18:27:48.262394 1250 net.cpp:86] Creating Layer bn4b16_branch2b +I1014 18:27:48.262400 1250 net.cpp:408] bn4b16_branch2b <- res4b16_branch2b +I1014 18:27:48.262408 1250 net.cpp:369] bn4b16_branch2b -> res4b16_branch2b (in-place) +I1014 18:27:48.262667 1250 net.cpp:124] Setting up bn4b16_branch2b +I1014 18:27:48.262676 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.262679 1250 net.cpp:139] Memory required for data: 294031392 +I1014 18:27:48.262688 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2b +I1014 18:27:48.262697 1250 net.cpp:86] Creating Layer scale4b16_branch2b +I1014 18:27:48.262702 1250 net.cpp:408] scale4b16_branch2b <- res4b16_branch2b +I1014 18:27:48.262709 1250 net.cpp:369] scale4b16_branch2b -> res4b16_branch2b (in-place) +I1014 18:27:48.262756 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2b +I1014 18:27:48.262897 1250 net.cpp:124] Setting up scale4b16_branch2b +I1014 18:27:48.262905 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.262909 1250 net.cpp:139] Memory required for data: 294232096 +I1014 18:27:48.262915 1250 layer_factory.hpp:77] Creating layer res4b16_branch2b_relu +I1014 18:27:48.262924 1250 net.cpp:86] Creating Layer res4b16_branch2b_relu +I1014 18:27:48.262929 1250 net.cpp:408] res4b16_branch2b_relu <- res4b16_branch2b +I1014 18:27:48.262934 1250 net.cpp:369] res4b16_branch2b_relu -> res4b16_branch2b (in-place) +I1014 18:27:48.263255 1250 net.cpp:124] Setting up res4b16_branch2b_relu +I1014 18:27:48.263265 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.263269 1250 net.cpp:139] Memory required for data: 294432800 +I1014 18:27:48.263274 1250 layer_factory.hpp:77] Creating layer res4b16_branch2c +I1014 18:27:48.263285 1250 net.cpp:86] Creating Layer res4b16_branch2c +I1014 18:27:48.263290 1250 net.cpp:408] res4b16_branch2c <- res4b16_branch2b +I1014 18:27:48.263298 1250 net.cpp:382] res4b16_branch2c -> res4b16_branch2c +I1014 18:27:48.266767 1250 net.cpp:124] Setting up res4b16_branch2c +I1014 18:27:48.266785 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.266789 1250 net.cpp:139] Memory required for data: 295235616 +I1014 18:27:48.266795 1250 layer_factory.hpp:77] Creating layer bn4b16_branch2c +I1014 18:27:48.266806 1250 net.cpp:86] Creating Layer bn4b16_branch2c +I1014 18:27:48.266811 1250 net.cpp:408] bn4b16_branch2c <- res4b16_branch2c +I1014 18:27:48.266819 1250 net.cpp:369] bn4b16_branch2c -> res4b16_branch2c (in-place) +I1014 18:27:48.267215 1250 net.cpp:124] Setting up bn4b16_branch2c +I1014 18:27:48.267223 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.267227 1250 net.cpp:139] Memory required for data: 296038432 +I1014 18:27:48.267237 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2c +I1014 18:27:48.267247 1250 net.cpp:86] Creating Layer scale4b16_branch2c +I1014 18:27:48.267252 1250 net.cpp:408] scale4b16_branch2c <- res4b16_branch2c +I1014 18:27:48.267259 1250 net.cpp:369] scale4b16_branch2c -> res4b16_branch2c (in-place) +I1014 18:27:48.267371 1250 layer_factory.hpp:77] Creating layer scale4b16_branch2c +I1014 18:27:48.267617 1250 net.cpp:124] Setting up scale4b16_branch2c +I1014 18:27:48.267630 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.267638 1250 net.cpp:139] Memory required for data: 296841248 +I1014 18:27:48.267647 1250 layer_factory.hpp:77] Creating layer res4b16 +I1014 18:27:48.267654 1250 net.cpp:86] Creating Layer res4b16 +I1014 18:27:48.267659 1250 net.cpp:408] res4b16 <- res4b15_res4b15_relu_0_split_1 +I1014 18:27:48.267664 1250 net.cpp:408] res4b16 <- res4b16_branch2c +I1014 18:27:48.267673 1250 net.cpp:382] res4b16 -> res4b16 +I1014 18:27:48.267706 1250 net.cpp:124] Setting up res4b16 +I1014 18:27:48.267714 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.267717 1250 net.cpp:139] Memory required for data: 297644064 +I1014 18:27:48.267721 1250 layer_factory.hpp:77] Creating layer res4b16_relu +I1014 18:27:48.267729 1250 net.cpp:86] Creating Layer res4b16_relu +I1014 18:27:48.267732 1250 net.cpp:408] res4b16_relu <- res4b16 +I1014 18:27:48.267738 1250 net.cpp:369] res4b16_relu -> res4b16 (in-place) +I1014 18:27:48.268060 1250 net.cpp:124] Setting up res4b16_relu +I1014 18:27:48.268072 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.268075 1250 net.cpp:139] Memory required for data: 298446880 +I1014 18:27:48.268080 1250 layer_factory.hpp:77] Creating layer res4b16_res4b16_relu_0_split +I1014 18:27:48.268087 1250 net.cpp:86] Creating Layer res4b16_res4b16_relu_0_split +I1014 18:27:48.268092 1250 net.cpp:408] res4b16_res4b16_relu_0_split <- res4b16 +I1014 18:27:48.268100 1250 net.cpp:382] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_0 +I1014 18:27:48.268108 1250 net.cpp:382] res4b16_res4b16_relu_0_split -> res4b16_res4b16_relu_0_split_1 +I1014 18:27:48.268162 1250 net.cpp:124] Setting up res4b16_res4b16_relu_0_split +I1014 18:27:48.268168 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.268173 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.268177 1250 net.cpp:139] Memory required for data: 300052512 +I1014 18:27:48.268180 1250 layer_factory.hpp:77] Creating layer res4b17_branch2a +I1014 18:27:48.268193 1250 net.cpp:86] Creating Layer res4b17_branch2a +I1014 18:27:48.268201 1250 net.cpp:408] res4b17_branch2a <- res4b16_res4b16_relu_0_split_0 +I1014 18:27:48.268210 1250 net.cpp:382] res4b17_branch2a -> res4b17_branch2a +I1014 18:27:48.271706 1250 net.cpp:124] Setting up res4b17_branch2a +I1014 18:27:48.271724 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.271728 1250 net.cpp:139] Memory required for data: 300253216 +I1014 18:27:48.271735 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2a +I1014 18:27:48.271745 1250 net.cpp:86] Creating Layer bn4b17_branch2a +I1014 18:27:48.271751 1250 net.cpp:408] bn4b17_branch2a <- res4b17_branch2a +I1014 18:27:48.271759 1250 net.cpp:369] bn4b17_branch2a -> res4b17_branch2a (in-place) +I1014 18:27:48.272018 1250 net.cpp:124] Setting up bn4b17_branch2a +I1014 18:27:48.272027 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.272030 1250 net.cpp:139] Memory required for data: 300453920 +I1014 18:27:48.272038 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2a +I1014 18:27:48.272047 1250 net.cpp:86] Creating Layer scale4b17_branch2a +I1014 18:27:48.272053 1250 net.cpp:408] scale4b17_branch2a <- res4b17_branch2a +I1014 18:27:48.272059 1250 net.cpp:369] scale4b17_branch2a -> res4b17_branch2a (in-place) +I1014 18:27:48.272109 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2a +I1014 18:27:48.272254 1250 net.cpp:124] Setting up scale4b17_branch2a +I1014 18:27:48.272263 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.272266 1250 net.cpp:139] Memory required for data: 300654624 +I1014 18:27:48.272272 1250 layer_factory.hpp:77] Creating layer res4b17_branch2a_relu +I1014 18:27:48.272281 1250 net.cpp:86] Creating Layer res4b17_branch2a_relu +I1014 18:27:48.272285 1250 net.cpp:408] res4b17_branch2a_relu <- res4b17_branch2a +I1014 18:27:48.272291 1250 net.cpp:369] res4b17_branch2a_relu -> res4b17_branch2a (in-place) +I1014 18:27:48.273221 1250 net.cpp:124] Setting up res4b17_branch2a_relu +I1014 18:27:48.273234 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.273243 1250 net.cpp:139] Memory required for data: 300855328 +I1014 18:27:48.273248 1250 layer_factory.hpp:77] Creating layer res4b17_branch2b +I1014 18:27:48.273260 1250 net.cpp:86] Creating Layer res4b17_branch2b +I1014 18:27:48.273265 1250 net.cpp:408] res4b17_branch2b <- res4b17_branch2a +I1014 18:27:48.273277 1250 net.cpp:382] res4b17_branch2b -> res4b17_branch2b +I1014 18:27:48.279206 1250 net.cpp:124] Setting up res4b17_branch2b +I1014 18:27:48.279225 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.279229 1250 net.cpp:139] Memory required for data: 301056032 +I1014 18:27:48.279237 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2b +I1014 18:27:48.279248 1250 net.cpp:86] Creating Layer bn4b17_branch2b +I1014 18:27:48.279254 1250 net.cpp:408] bn4b17_branch2b <- res4b17_branch2b +I1014 18:27:48.279261 1250 net.cpp:369] bn4b17_branch2b -> res4b17_branch2b (in-place) +I1014 18:27:48.279538 1250 net.cpp:124] Setting up bn4b17_branch2b +I1014 18:27:48.279546 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.279551 1250 net.cpp:139] Memory required for data: 301256736 +I1014 18:27:48.279559 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2b +I1014 18:27:48.279582 1250 net.cpp:86] Creating Layer scale4b17_branch2b +I1014 18:27:48.279587 1250 net.cpp:408] scale4b17_branch2b <- res4b17_branch2b +I1014 18:27:48.279599 1250 net.cpp:369] scale4b17_branch2b -> res4b17_branch2b (in-place) +I1014 18:27:48.279654 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2b +I1014 18:27:48.279814 1250 net.cpp:124] Setting up scale4b17_branch2b +I1014 18:27:48.279821 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.279825 1250 net.cpp:139] Memory required for data: 301457440 +I1014 18:27:48.279832 1250 layer_factory.hpp:77] Creating layer res4b17_branch2b_relu +I1014 18:27:48.279840 1250 net.cpp:86] Creating Layer res4b17_branch2b_relu +I1014 18:27:48.279845 1250 net.cpp:408] res4b17_branch2b_relu <- res4b17_branch2b +I1014 18:27:48.279851 1250 net.cpp:369] res4b17_branch2b_relu -> res4b17_branch2b (in-place) +I1014 18:27:48.280190 1250 net.cpp:124] Setting up res4b17_branch2b_relu +I1014 18:27:48.280201 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.280205 1250 net.cpp:139] Memory required for data: 301658144 +I1014 18:27:48.280210 1250 layer_factory.hpp:77] Creating layer res4b17_branch2c +I1014 18:27:48.280221 1250 net.cpp:86] Creating Layer res4b17_branch2c +I1014 18:27:48.280226 1250 net.cpp:408] res4b17_branch2c <- res4b17_branch2b +I1014 18:27:48.280234 1250 net.cpp:382] res4b17_branch2c -> res4b17_branch2c +I1014 18:27:48.283763 1250 net.cpp:124] Setting up res4b17_branch2c +I1014 18:27:48.283782 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.283787 1250 net.cpp:139] Memory required for data: 302460960 +I1014 18:27:48.283794 1250 layer_factory.hpp:77] Creating layer bn4b17_branch2c +I1014 18:27:48.283804 1250 net.cpp:86] Creating Layer bn4b17_branch2c +I1014 18:27:48.283809 1250 net.cpp:408] bn4b17_branch2c <- res4b17_branch2c +I1014 18:27:48.283816 1250 net.cpp:369] bn4b17_branch2c -> res4b17_branch2c (in-place) +I1014 18:27:48.284230 1250 net.cpp:124] Setting up bn4b17_branch2c +I1014 18:27:48.284240 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.284243 1250 net.cpp:139] Memory required for data: 303263776 +I1014 18:27:48.284251 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2c +I1014 18:27:48.284265 1250 net.cpp:86] Creating Layer scale4b17_branch2c +I1014 18:27:48.284271 1250 net.cpp:408] scale4b17_branch2c <- res4b17_branch2c +I1014 18:27:48.284277 1250 net.cpp:369] scale4b17_branch2c -> res4b17_branch2c (in-place) +I1014 18:27:48.284385 1250 layer_factory.hpp:77] Creating layer scale4b17_branch2c +I1014 18:27:48.284631 1250 net.cpp:124] Setting up scale4b17_branch2c +I1014 18:27:48.284639 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.284643 1250 net.cpp:139] Memory required for data: 304066592 +I1014 18:27:48.284656 1250 layer_factory.hpp:77] Creating layer res4b17 +I1014 18:27:48.284663 1250 net.cpp:86] Creating Layer res4b17 +I1014 18:27:48.284668 1250 net.cpp:408] res4b17 <- res4b16_res4b16_relu_0_split_1 +I1014 18:27:48.284674 1250 net.cpp:408] res4b17 <- res4b17_branch2c +I1014 18:27:48.284679 1250 net.cpp:382] res4b17 -> res4b17 +I1014 18:27:48.284713 1250 net.cpp:124] Setting up res4b17 +I1014 18:27:48.284719 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.284723 1250 net.cpp:139] Memory required for data: 304869408 +I1014 18:27:48.284726 1250 layer_factory.hpp:77] Creating layer res4b17_relu +I1014 18:27:48.284734 1250 net.cpp:86] Creating Layer res4b17_relu +I1014 18:27:48.284739 1250 net.cpp:408] res4b17_relu <- res4b17 +I1014 18:27:48.284747 1250 net.cpp:369] res4b17_relu -> res4b17 (in-place) +I1014 18:27:48.285079 1250 net.cpp:124] Setting up res4b17_relu +I1014 18:27:48.285089 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.285094 1250 net.cpp:139] Memory required for data: 305672224 +I1014 18:27:48.285099 1250 layer_factory.hpp:77] Creating layer res4b17_res4b17_relu_0_split +I1014 18:27:48.285109 1250 net.cpp:86] Creating Layer res4b17_res4b17_relu_0_split +I1014 18:27:48.285116 1250 net.cpp:408] res4b17_res4b17_relu_0_split <- res4b17 +I1014 18:27:48.285125 1250 net.cpp:382] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_0 +I1014 18:27:48.285132 1250 net.cpp:382] res4b17_res4b17_relu_0_split -> res4b17_res4b17_relu_0_split_1 +I1014 18:27:48.285188 1250 net.cpp:124] Setting up res4b17_res4b17_relu_0_split +I1014 18:27:48.285195 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.285199 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.285203 1250 net.cpp:139] Memory required for data: 307277856 +I1014 18:27:48.285207 1250 layer_factory.hpp:77] Creating layer res4b18_branch2a +I1014 18:27:48.285218 1250 net.cpp:86] Creating Layer res4b18_branch2a +I1014 18:27:48.285223 1250 net.cpp:408] res4b18_branch2a <- res4b17_res4b17_relu_0_split_0 +I1014 18:27:48.285229 1250 net.cpp:382] res4b18_branch2a -> res4b18_branch2a +I1014 18:27:48.288791 1250 net.cpp:124] Setting up res4b18_branch2a +I1014 18:27:48.288810 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.288815 1250 net.cpp:139] Memory required for data: 307478560 +I1014 18:27:48.288821 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2a +I1014 18:27:48.288833 1250 net.cpp:86] Creating Layer bn4b18_branch2a +I1014 18:27:48.288838 1250 net.cpp:408] bn4b18_branch2a <- res4b18_branch2a +I1014 18:27:48.288846 1250 net.cpp:369] bn4b18_branch2a -> res4b18_branch2a (in-place) +I1014 18:27:48.289108 1250 net.cpp:124] Setting up bn4b18_branch2a +I1014 18:27:48.289116 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.289120 1250 net.cpp:139] Memory required for data: 307679264 +I1014 18:27:48.289129 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2a +I1014 18:27:48.289141 1250 net.cpp:86] Creating Layer scale4b18_branch2a +I1014 18:27:48.289146 1250 net.cpp:408] scale4b18_branch2a <- res4b18_branch2a +I1014 18:27:48.289153 1250 net.cpp:369] scale4b18_branch2a -> res4b18_branch2a (in-place) +I1014 18:27:48.289201 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2a +I1014 18:27:48.289347 1250 net.cpp:124] Setting up scale4b18_branch2a +I1014 18:27:48.289355 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.289357 1250 net.cpp:139] Memory required for data: 307879968 +I1014 18:27:48.289366 1250 layer_factory.hpp:77] Creating layer res4b18_branch2a_relu +I1014 18:27:48.289374 1250 net.cpp:86] Creating Layer res4b18_branch2a_relu +I1014 18:27:48.289378 1250 net.cpp:408] res4b18_branch2a_relu <- res4b18_branch2a +I1014 18:27:48.289383 1250 net.cpp:369] res4b18_branch2a_relu -> res4b18_branch2a (in-place) +I1014 18:27:48.290355 1250 net.cpp:124] Setting up res4b18_branch2a_relu +I1014 18:27:48.290369 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.290372 1250 net.cpp:139] Memory required for data: 308080672 +I1014 18:27:48.290382 1250 layer_factory.hpp:77] Creating layer res4b18_branch2b +I1014 18:27:48.290392 1250 net.cpp:86] Creating Layer res4b18_branch2b +I1014 18:27:48.290397 1250 net.cpp:408] res4b18_branch2b <- res4b18_branch2a +I1014 18:27:48.290406 1250 net.cpp:382] res4b18_branch2b -> res4b18_branch2b +I1014 18:27:48.295112 1250 net.cpp:124] Setting up res4b18_branch2b +I1014 18:27:48.295130 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.295135 1250 net.cpp:139] Memory required for data: 308281376 +I1014 18:27:48.295141 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2b +I1014 18:27:48.295153 1250 net.cpp:86] Creating Layer bn4b18_branch2b +I1014 18:27:48.295159 1250 net.cpp:408] bn4b18_branch2b <- res4b18_branch2b +I1014 18:27:48.295166 1250 net.cpp:369] bn4b18_branch2b -> res4b18_branch2b (in-place) +I1014 18:27:48.295437 1250 net.cpp:124] Setting up bn4b18_branch2b +I1014 18:27:48.295445 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.295449 1250 net.cpp:139] Memory required for data: 308482080 +I1014 18:27:48.295457 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2b +I1014 18:27:48.295466 1250 net.cpp:86] Creating Layer scale4b18_branch2b +I1014 18:27:48.295471 1250 net.cpp:408] scale4b18_branch2b <- res4b18_branch2b +I1014 18:27:48.295480 1250 net.cpp:369] scale4b18_branch2b -> res4b18_branch2b (in-place) +I1014 18:27:48.295528 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2b +I1014 18:27:48.295786 1250 net.cpp:124] Setting up scale4b18_branch2b +I1014 18:27:48.295799 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.295804 1250 net.cpp:139] Memory required for data: 308682784 +I1014 18:27:48.295811 1250 layer_factory.hpp:77] Creating layer res4b18_branch2b_relu +I1014 18:27:48.295819 1250 net.cpp:86] Creating Layer res4b18_branch2b_relu +I1014 18:27:48.295824 1250 net.cpp:408] res4b18_branch2b_relu <- res4b18_branch2b +I1014 18:27:48.295830 1250 net.cpp:369] res4b18_branch2b_relu -> res4b18_branch2b (in-place) +I1014 18:27:48.296771 1250 net.cpp:124] Setting up res4b18_branch2b_relu +I1014 18:27:48.296783 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.296787 1250 net.cpp:139] Memory required for data: 308883488 +I1014 18:27:48.296793 1250 layer_factory.hpp:77] Creating layer res4b18_branch2c +I1014 18:27:48.296808 1250 net.cpp:86] Creating Layer res4b18_branch2c +I1014 18:27:48.296816 1250 net.cpp:408] res4b18_branch2c <- res4b18_branch2b +I1014 18:27:48.296828 1250 net.cpp:382] res4b18_branch2c -> res4b18_branch2c +I1014 18:27:48.300345 1250 net.cpp:124] Setting up res4b18_branch2c +I1014 18:27:48.300364 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.300367 1250 net.cpp:139] Memory required for data: 309686304 +I1014 18:27:48.300374 1250 layer_factory.hpp:77] Creating layer bn4b18_branch2c +I1014 18:27:48.300384 1250 net.cpp:86] Creating Layer bn4b18_branch2c +I1014 18:27:48.300390 1250 net.cpp:408] bn4b18_branch2c <- res4b18_branch2c +I1014 18:27:48.300398 1250 net.cpp:369] bn4b18_branch2c -> res4b18_branch2c (in-place) +I1014 18:27:48.300806 1250 net.cpp:124] Setting up bn4b18_branch2c +I1014 18:27:48.300817 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.300820 1250 net.cpp:139] Memory required for data: 310489120 +I1014 18:27:48.300829 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2c +I1014 18:27:48.300839 1250 net.cpp:86] Creating Layer scale4b18_branch2c +I1014 18:27:48.300844 1250 net.cpp:408] scale4b18_branch2c <- res4b18_branch2c +I1014 18:27:48.300851 1250 net.cpp:369] scale4b18_branch2c -> res4b18_branch2c (in-place) +I1014 18:27:48.300963 1250 layer_factory.hpp:77] Creating layer scale4b18_branch2c +I1014 18:27:48.301210 1250 net.cpp:124] Setting up scale4b18_branch2c +I1014 18:27:48.301219 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.301223 1250 net.cpp:139] Memory required for data: 311291936 +I1014 18:27:48.301230 1250 layer_factory.hpp:77] Creating layer res4b18 +I1014 18:27:48.301239 1250 net.cpp:86] Creating Layer res4b18 +I1014 18:27:48.301249 1250 net.cpp:408] res4b18 <- res4b17_res4b17_relu_0_split_1 +I1014 18:27:48.301254 1250 net.cpp:408] res4b18 <- res4b18_branch2c +I1014 18:27:48.301259 1250 net.cpp:382] res4b18 -> res4b18 +I1014 18:27:48.301293 1250 net.cpp:124] Setting up res4b18 +I1014 18:27:48.301301 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.301303 1250 net.cpp:139] Memory required for data: 312094752 +I1014 18:27:48.301307 1250 layer_factory.hpp:77] Creating layer res4b18_relu +I1014 18:27:48.301314 1250 net.cpp:86] Creating Layer res4b18_relu +I1014 18:27:48.301318 1250 net.cpp:408] res4b18_relu <- res4b18 +I1014 18:27:48.301324 1250 net.cpp:369] res4b18_relu -> res4b18 (in-place) +I1014 18:27:48.301661 1250 net.cpp:124] Setting up res4b18_relu +I1014 18:27:48.301673 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.301676 1250 net.cpp:139] Memory required for data: 312897568 +I1014 18:27:48.301681 1250 layer_factory.hpp:77] Creating layer res4b18_res4b18_relu_0_split +I1014 18:27:48.301693 1250 net.cpp:86] Creating Layer res4b18_res4b18_relu_0_split +I1014 18:27:48.301698 1250 net.cpp:408] res4b18_res4b18_relu_0_split <- res4b18 +I1014 18:27:48.301714 1250 net.cpp:382] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_0 +I1014 18:27:48.301725 1250 net.cpp:382] res4b18_res4b18_relu_0_split -> res4b18_res4b18_relu_0_split_1 +I1014 18:27:48.301785 1250 net.cpp:124] Setting up res4b18_res4b18_relu_0_split +I1014 18:27:48.301792 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.301797 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.301800 1250 net.cpp:139] Memory required for data: 314503200 +I1014 18:27:48.301805 1250 layer_factory.hpp:77] Creating layer res4b19_branch2a +I1014 18:27:48.301815 1250 net.cpp:86] Creating Layer res4b19_branch2a +I1014 18:27:48.301820 1250 net.cpp:408] res4b19_branch2a <- res4b18_res4b18_relu_0_split_0 +I1014 18:27:48.301826 1250 net.cpp:382] res4b19_branch2a -> res4b19_branch2a +I1014 18:27:48.305323 1250 net.cpp:124] Setting up res4b19_branch2a +I1014 18:27:48.305341 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.305346 1250 net.cpp:139] Memory required for data: 314703904 +I1014 18:27:48.305352 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2a +I1014 18:27:48.305363 1250 net.cpp:86] Creating Layer bn4b19_branch2a +I1014 18:27:48.305368 1250 net.cpp:408] bn4b19_branch2a <- res4b19_branch2a +I1014 18:27:48.305379 1250 net.cpp:369] bn4b19_branch2a -> res4b19_branch2a (in-place) +I1014 18:27:48.305655 1250 net.cpp:124] Setting up bn4b19_branch2a +I1014 18:27:48.305663 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.305666 1250 net.cpp:139] Memory required for data: 314904608 +I1014 18:27:48.305675 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2a +I1014 18:27:48.305685 1250 net.cpp:86] Creating Layer scale4b19_branch2a +I1014 18:27:48.305691 1250 net.cpp:408] scale4b19_branch2a <- res4b19_branch2a +I1014 18:27:48.305701 1250 net.cpp:369] scale4b19_branch2a -> res4b19_branch2a (in-place) +I1014 18:27:48.305753 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2a +I1014 18:27:48.305913 1250 net.cpp:124] Setting up scale4b19_branch2a +I1014 18:27:48.305927 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.305932 1250 net.cpp:139] Memory required for data: 315105312 +I1014 18:27:48.305943 1250 layer_factory.hpp:77] Creating layer res4b19_branch2a_relu +I1014 18:27:48.305949 1250 net.cpp:86] Creating Layer res4b19_branch2a_relu +I1014 18:27:48.305953 1250 net.cpp:408] res4b19_branch2a_relu <- res4b19_branch2a +I1014 18:27:48.305959 1250 net.cpp:369] res4b19_branch2a_relu -> res4b19_branch2a (in-place) +I1014 18:27:48.306926 1250 net.cpp:124] Setting up res4b19_branch2a_relu +I1014 18:27:48.306939 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.306943 1250 net.cpp:139] Memory required for data: 315306016 +I1014 18:27:48.306948 1250 layer_factory.hpp:77] Creating layer res4b19_branch2b +I1014 18:27:48.306960 1250 net.cpp:86] Creating Layer res4b19_branch2b +I1014 18:27:48.306970 1250 net.cpp:408] res4b19_branch2b <- res4b19_branch2a +I1014 18:27:48.306979 1250 net.cpp:382] res4b19_branch2b -> res4b19_branch2b +I1014 18:27:48.311679 1250 net.cpp:124] Setting up res4b19_branch2b +I1014 18:27:48.311697 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.311702 1250 net.cpp:139] Memory required for data: 315506720 +I1014 18:27:48.311708 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2b +I1014 18:27:48.311719 1250 net.cpp:86] Creating Layer bn4b19_branch2b +I1014 18:27:48.311725 1250 net.cpp:408] bn4b19_branch2b <- res4b19_branch2b +I1014 18:27:48.311733 1250 net.cpp:369] bn4b19_branch2b -> res4b19_branch2b (in-place) +I1014 18:27:48.312022 1250 net.cpp:124] Setting up bn4b19_branch2b +I1014 18:27:48.312031 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.312034 1250 net.cpp:139] Memory required for data: 315707424 +I1014 18:27:48.312043 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2b +I1014 18:27:48.312052 1250 net.cpp:86] Creating Layer scale4b19_branch2b +I1014 18:27:48.312057 1250 net.cpp:408] scale4b19_branch2b <- res4b19_branch2b +I1014 18:27:48.312063 1250 net.cpp:369] scale4b19_branch2b -> res4b19_branch2b (in-place) +I1014 18:27:48.312114 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2b +I1014 18:27:48.312273 1250 net.cpp:124] Setting up scale4b19_branch2b +I1014 18:27:48.312280 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.312284 1250 net.cpp:139] Memory required for data: 315908128 +I1014 18:27:48.312291 1250 layer_factory.hpp:77] Creating layer res4b19_branch2b_relu +I1014 18:27:48.312299 1250 net.cpp:86] Creating Layer res4b19_branch2b_relu +I1014 18:27:48.312304 1250 net.cpp:408] res4b19_branch2b_relu <- res4b19_branch2b +I1014 18:27:48.312309 1250 net.cpp:369] res4b19_branch2b_relu -> res4b19_branch2b (in-place) +I1014 18:27:48.312635 1250 net.cpp:124] Setting up res4b19_branch2b_relu +I1014 18:27:48.312646 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.312650 1250 net.cpp:139] Memory required for data: 316108832 +I1014 18:27:48.312654 1250 layer_factory.hpp:77] Creating layer res4b19_branch2c +I1014 18:27:48.312665 1250 net.cpp:86] Creating Layer res4b19_branch2c +I1014 18:27:48.312670 1250 net.cpp:408] res4b19_branch2c <- res4b19_branch2b +I1014 18:27:48.312677 1250 net.cpp:382] res4b19_branch2c -> res4b19_branch2c +I1014 18:27:48.320186 1250 net.cpp:124] Setting up res4b19_branch2c +I1014 18:27:48.320207 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.320212 1250 net.cpp:139] Memory required for data: 316911648 +I1014 18:27:48.320220 1250 layer_factory.hpp:77] Creating layer bn4b19_branch2c +I1014 18:27:48.320231 1250 net.cpp:86] Creating Layer bn4b19_branch2c +I1014 18:27:48.320240 1250 net.cpp:408] bn4b19_branch2c <- res4b19_branch2c +I1014 18:27:48.320250 1250 net.cpp:369] bn4b19_branch2c -> res4b19_branch2c (in-place) +I1014 18:27:48.321441 1250 net.cpp:124] Setting up bn4b19_branch2c +I1014 18:27:48.321463 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.321470 1250 net.cpp:139] Memory required for data: 317714464 +I1014 18:27:48.321482 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2c +I1014 18:27:48.321494 1250 net.cpp:86] Creating Layer scale4b19_branch2c +I1014 18:27:48.321499 1250 net.cpp:408] scale4b19_branch2c <- res4b19_branch2c +I1014 18:27:48.321507 1250 net.cpp:369] scale4b19_branch2c -> res4b19_branch2c (in-place) +I1014 18:27:48.321558 1250 layer_factory.hpp:77] Creating layer scale4b19_branch2c +I1014 18:27:48.321719 1250 net.cpp:124] Setting up scale4b19_branch2c +I1014 18:27:48.321727 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.321732 1250 net.cpp:139] Memory required for data: 318517280 +I1014 18:27:48.321738 1250 layer_factory.hpp:77] Creating layer res4b19 +I1014 18:27:48.321748 1250 net.cpp:86] Creating Layer res4b19 +I1014 18:27:48.321753 1250 net.cpp:408] res4b19 <- res4b18_res4b18_relu_0_split_1 +I1014 18:27:48.321758 1250 net.cpp:408] res4b19 <- res4b19_branch2c +I1014 18:27:48.321770 1250 net.cpp:382] res4b19 -> res4b19 +I1014 18:27:48.321804 1250 net.cpp:124] Setting up res4b19 +I1014 18:27:48.321810 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.321815 1250 net.cpp:139] Memory required for data: 319320096 +I1014 18:27:48.321818 1250 layer_factory.hpp:77] Creating layer res4b19_relu +I1014 18:27:48.321825 1250 net.cpp:86] Creating Layer res4b19_relu +I1014 18:27:48.321830 1250 net.cpp:408] res4b19_relu <- res4b19 +I1014 18:27:48.321836 1250 net.cpp:369] res4b19_relu -> res4b19 (in-place) +I1014 18:27:48.322165 1250 net.cpp:124] Setting up res4b19_relu +I1014 18:27:48.322176 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.322180 1250 net.cpp:139] Memory required for data: 320122912 +I1014 18:27:48.322185 1250 layer_factory.hpp:77] Creating layer res4b19_res4b19_relu_0_split +I1014 18:27:48.322192 1250 net.cpp:86] Creating Layer res4b19_res4b19_relu_0_split +I1014 18:27:48.322196 1250 net.cpp:408] res4b19_res4b19_relu_0_split <- res4b19 +I1014 18:27:48.322203 1250 net.cpp:382] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_0 +I1014 18:27:48.322211 1250 net.cpp:382] res4b19_res4b19_relu_0_split -> res4b19_res4b19_relu_0_split_1 +I1014 18:27:48.322275 1250 net.cpp:124] Setting up res4b19_res4b19_relu_0_split +I1014 18:27:48.322283 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.322288 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.322290 1250 net.cpp:139] Memory required for data: 321728544 +I1014 18:27:48.322294 1250 layer_factory.hpp:77] Creating layer res4b20_branch2a +I1014 18:27:48.322306 1250 net.cpp:86] Creating Layer res4b20_branch2a +I1014 18:27:48.322310 1250 net.cpp:408] res4b20_branch2a <- res4b19_res4b19_relu_0_split_0 +I1014 18:27:48.322319 1250 net.cpp:382] res4b20_branch2a -> res4b20_branch2a +I1014 18:27:48.325834 1250 net.cpp:124] Setting up res4b20_branch2a +I1014 18:27:48.325852 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.325856 1250 net.cpp:139] Memory required for data: 321929248 +I1014 18:27:48.325866 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2a +I1014 18:27:48.325877 1250 net.cpp:86] Creating Layer bn4b20_branch2a +I1014 18:27:48.325883 1250 net.cpp:408] bn4b20_branch2a <- res4b20_branch2a +I1014 18:27:48.325891 1250 net.cpp:369] bn4b20_branch2a -> res4b20_branch2a (in-place) +I1014 18:27:48.326179 1250 net.cpp:124] Setting up bn4b20_branch2a +I1014 18:27:48.326189 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.326192 1250 net.cpp:139] Memory required for data: 322129952 +I1014 18:27:48.326247 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2a +I1014 18:27:48.326257 1250 net.cpp:86] Creating Layer scale4b20_branch2a +I1014 18:27:48.326262 1250 net.cpp:408] scale4b20_branch2a <- res4b20_branch2a +I1014 18:27:48.326268 1250 net.cpp:369] scale4b20_branch2a -> res4b20_branch2a (in-place) +I1014 18:27:48.326323 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2a +I1014 18:27:48.326469 1250 net.cpp:124] Setting up scale4b20_branch2a +I1014 18:27:48.326478 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.326486 1250 net.cpp:139] Memory required for data: 322330656 +I1014 18:27:48.326493 1250 layer_factory.hpp:77] Creating layer res4b20_branch2a_relu +I1014 18:27:48.326503 1250 net.cpp:86] Creating Layer res4b20_branch2a_relu +I1014 18:27:48.326508 1250 net.cpp:408] res4b20_branch2a_relu <- res4b20_branch2a +I1014 18:27:48.326515 1250 net.cpp:369] res4b20_branch2a_relu -> res4b20_branch2a (in-place) +I1014 18:27:48.327615 1250 net.cpp:124] Setting up res4b20_branch2a_relu +I1014 18:27:48.327632 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.327636 1250 net.cpp:139] Memory required for data: 322531360 +I1014 18:27:48.327641 1250 layer_factory.hpp:77] Creating layer res4b20_branch2b +I1014 18:27:48.327654 1250 net.cpp:86] Creating Layer res4b20_branch2b +I1014 18:27:48.327659 1250 net.cpp:408] res4b20_branch2b <- res4b20_branch2a +I1014 18:27:48.327672 1250 net.cpp:382] res4b20_branch2b -> res4b20_branch2b +I1014 18:27:48.332515 1250 net.cpp:124] Setting up res4b20_branch2b +I1014 18:27:48.332535 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.332540 1250 net.cpp:139] Memory required for data: 322732064 +I1014 18:27:48.332546 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2b +I1014 18:27:48.332557 1250 net.cpp:86] Creating Layer bn4b20_branch2b +I1014 18:27:48.332562 1250 net.cpp:408] bn4b20_branch2b <- res4b20_branch2b +I1014 18:27:48.332571 1250 net.cpp:369] bn4b20_branch2b -> res4b20_branch2b (in-place) +I1014 18:27:48.332854 1250 net.cpp:124] Setting up bn4b20_branch2b +I1014 18:27:48.332864 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.332867 1250 net.cpp:139] Memory required for data: 322932768 +I1014 18:27:48.332875 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2b +I1014 18:27:48.332886 1250 net.cpp:86] Creating Layer scale4b20_branch2b +I1014 18:27:48.332890 1250 net.cpp:408] scale4b20_branch2b <- res4b20_branch2b +I1014 18:27:48.332897 1250 net.cpp:369] scale4b20_branch2b -> res4b20_branch2b (in-place) +I1014 18:27:48.332949 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2b +I1014 18:27:48.333106 1250 net.cpp:124] Setting up scale4b20_branch2b +I1014 18:27:48.333113 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.333117 1250 net.cpp:139] Memory required for data: 323133472 +I1014 18:27:48.333123 1250 layer_factory.hpp:77] Creating layer res4b20_branch2b_relu +I1014 18:27:48.333132 1250 net.cpp:86] Creating Layer res4b20_branch2b_relu +I1014 18:27:48.333137 1250 net.cpp:408] res4b20_branch2b_relu <- res4b20_branch2b +I1014 18:27:48.333142 1250 net.cpp:369] res4b20_branch2b_relu -> res4b20_branch2b (in-place) +I1014 18:27:48.333475 1250 net.cpp:124] Setting up res4b20_branch2b_relu +I1014 18:27:48.333487 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.333492 1250 net.cpp:139] Memory required for data: 323334176 +I1014 18:27:48.333495 1250 layer_factory.hpp:77] Creating layer res4b20_branch2c +I1014 18:27:48.333508 1250 net.cpp:86] Creating Layer res4b20_branch2c +I1014 18:27:48.333513 1250 net.cpp:408] res4b20_branch2c <- res4b20_branch2b +I1014 18:27:48.333521 1250 net.cpp:382] res4b20_branch2c -> res4b20_branch2c +I1014 18:27:48.337110 1250 net.cpp:124] Setting up res4b20_branch2c +I1014 18:27:48.337127 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.337131 1250 net.cpp:139] Memory required for data: 324136992 +I1014 18:27:48.337138 1250 layer_factory.hpp:77] Creating layer bn4b20_branch2c +I1014 18:27:48.337149 1250 net.cpp:86] Creating Layer bn4b20_branch2c +I1014 18:27:48.337154 1250 net.cpp:408] bn4b20_branch2c <- res4b20_branch2c +I1014 18:27:48.337162 1250 net.cpp:369] bn4b20_branch2c -> res4b20_branch2c (in-place) +I1014 18:27:48.337442 1250 net.cpp:124] Setting up bn4b20_branch2c +I1014 18:27:48.337450 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.337453 1250 net.cpp:139] Memory required for data: 324939808 +I1014 18:27:48.337461 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2c +I1014 18:27:48.337472 1250 net.cpp:86] Creating Layer scale4b20_branch2c +I1014 18:27:48.337477 1250 net.cpp:408] scale4b20_branch2c <- res4b20_branch2c +I1014 18:27:48.337483 1250 net.cpp:369] scale4b20_branch2c -> res4b20_branch2c (in-place) +I1014 18:27:48.337533 1250 layer_factory.hpp:77] Creating layer scale4b20_branch2c +I1014 18:27:48.337705 1250 net.cpp:124] Setting up scale4b20_branch2c +I1014 18:27:48.337713 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.337716 1250 net.cpp:139] Memory required for data: 325742624 +I1014 18:27:48.337723 1250 layer_factory.hpp:77] Creating layer res4b20 +I1014 18:27:48.337733 1250 net.cpp:86] Creating Layer res4b20 +I1014 18:27:48.337738 1250 net.cpp:408] res4b20 <- res4b19_res4b19_relu_0_split_1 +I1014 18:27:48.337743 1250 net.cpp:408] res4b20 <- res4b20_branch2c +I1014 18:27:48.337750 1250 net.cpp:382] res4b20 -> res4b20 +I1014 18:27:48.337785 1250 net.cpp:124] Setting up res4b20 +I1014 18:27:48.337795 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.337800 1250 net.cpp:139] Memory required for data: 326545440 +I1014 18:27:48.337803 1250 layer_factory.hpp:77] Creating layer res4b20_relu +I1014 18:27:48.337813 1250 net.cpp:86] Creating Layer res4b20_relu +I1014 18:27:48.337817 1250 net.cpp:408] res4b20_relu <- res4b20 +I1014 18:27:48.337824 1250 net.cpp:369] res4b20_relu -> res4b20 (in-place) +I1014 18:27:48.338163 1250 net.cpp:124] Setting up res4b20_relu +I1014 18:27:48.338179 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.338184 1250 net.cpp:139] Memory required for data: 327348256 +I1014 18:27:48.338191 1250 layer_factory.hpp:77] Creating layer res4b20_res4b20_relu_0_split +I1014 18:27:48.338201 1250 net.cpp:86] Creating Layer res4b20_res4b20_relu_0_split +I1014 18:27:48.338207 1250 net.cpp:408] res4b20_res4b20_relu_0_split <- res4b20 +I1014 18:27:48.338214 1250 net.cpp:382] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_0 +I1014 18:27:48.338222 1250 net.cpp:382] res4b20_res4b20_relu_0_split -> res4b20_res4b20_relu_0_split_1 +I1014 18:27:48.338280 1250 net.cpp:124] Setting up res4b20_res4b20_relu_0_split +I1014 18:27:48.338287 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.338291 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.338295 1250 net.cpp:139] Memory required for data: 328953888 +I1014 18:27:48.338299 1250 layer_factory.hpp:77] Creating layer res4b21_branch2a +I1014 18:27:48.338310 1250 net.cpp:86] Creating Layer res4b21_branch2a +I1014 18:27:48.338315 1250 net.cpp:408] res4b21_branch2a <- res4b20_res4b20_relu_0_split_0 +I1014 18:27:48.338320 1250 net.cpp:382] res4b21_branch2a -> res4b21_branch2a +I1014 18:27:48.341872 1250 net.cpp:124] Setting up res4b21_branch2a +I1014 18:27:48.341891 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.341895 1250 net.cpp:139] Memory required for data: 329154592 +I1014 18:27:48.341902 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2a +I1014 18:27:48.341910 1250 net.cpp:86] Creating Layer bn4b21_branch2a +I1014 18:27:48.341915 1250 net.cpp:408] bn4b21_branch2a <- res4b21_branch2a +I1014 18:27:48.341923 1250 net.cpp:369] bn4b21_branch2a -> res4b21_branch2a (in-place) +I1014 18:27:48.342211 1250 net.cpp:124] Setting up bn4b21_branch2a +I1014 18:27:48.342219 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.342223 1250 net.cpp:139] Memory required for data: 329355296 +I1014 18:27:48.342231 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2a +I1014 18:27:48.342242 1250 net.cpp:86] Creating Layer scale4b21_branch2a +I1014 18:27:48.342247 1250 net.cpp:408] scale4b21_branch2a <- res4b21_branch2a +I1014 18:27:48.342253 1250 net.cpp:369] scale4b21_branch2a -> res4b21_branch2a (in-place) +I1014 18:27:48.342306 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2a +I1014 18:27:48.342470 1250 net.cpp:124] Setting up scale4b21_branch2a +I1014 18:27:48.342479 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.342485 1250 net.cpp:139] Memory required for data: 329556000 +I1014 18:27:48.342495 1250 layer_factory.hpp:77] Creating layer res4b21_branch2a_relu +I1014 18:27:48.342509 1250 net.cpp:86] Creating Layer res4b21_branch2a_relu +I1014 18:27:48.342516 1250 net.cpp:408] res4b21_branch2a_relu <- res4b21_branch2a +I1014 18:27:48.342522 1250 net.cpp:369] res4b21_branch2a_relu -> res4b21_branch2a (in-place) +I1014 18:27:48.344856 1250 net.cpp:124] Setting up res4b21_branch2a_relu +I1014 18:27:48.344872 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.344877 1250 net.cpp:139] Memory required for data: 329756704 +I1014 18:27:48.344882 1250 layer_factory.hpp:77] Creating layer res4b21_branch2b +I1014 18:27:48.344893 1250 net.cpp:86] Creating Layer res4b21_branch2b +I1014 18:27:48.344899 1250 net.cpp:408] res4b21_branch2b <- res4b21_branch2a +I1014 18:27:48.344907 1250 net.cpp:382] res4b21_branch2b -> res4b21_branch2b +I1014 18:27:48.349681 1250 net.cpp:124] Setting up res4b21_branch2b +I1014 18:27:48.349704 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.349709 1250 net.cpp:139] Memory required for data: 329957408 +I1014 18:27:48.349716 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2b +I1014 18:27:48.349728 1250 net.cpp:86] Creating Layer bn4b21_branch2b +I1014 18:27:48.349735 1250 net.cpp:408] bn4b21_branch2b <- res4b21_branch2b +I1014 18:27:48.349740 1250 net.cpp:369] bn4b21_branch2b -> res4b21_branch2b (in-place) +I1014 18:27:48.350042 1250 net.cpp:124] Setting up bn4b21_branch2b +I1014 18:27:48.350050 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.350054 1250 net.cpp:139] Memory required for data: 330158112 +I1014 18:27:48.350064 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2b +I1014 18:27:48.350075 1250 net.cpp:86] Creating Layer scale4b21_branch2b +I1014 18:27:48.350080 1250 net.cpp:408] scale4b21_branch2b <- res4b21_branch2b +I1014 18:27:48.350087 1250 net.cpp:369] scale4b21_branch2b -> res4b21_branch2b (in-place) +I1014 18:27:48.350145 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2b +I1014 18:27:48.350304 1250 net.cpp:124] Setting up scale4b21_branch2b +I1014 18:27:48.350312 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.350317 1250 net.cpp:139] Memory required for data: 330358816 +I1014 18:27:48.350323 1250 layer_factory.hpp:77] Creating layer res4b21_branch2b_relu +I1014 18:27:48.350332 1250 net.cpp:86] Creating Layer res4b21_branch2b_relu +I1014 18:27:48.350335 1250 net.cpp:408] res4b21_branch2b_relu <- res4b21_branch2b +I1014 18:27:48.350344 1250 net.cpp:369] res4b21_branch2b_relu -> res4b21_branch2b (in-place) +I1014 18:27:48.350678 1250 net.cpp:124] Setting up res4b21_branch2b_relu +I1014 18:27:48.350689 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.350693 1250 net.cpp:139] Memory required for data: 330559520 +I1014 18:27:48.350697 1250 layer_factory.hpp:77] Creating layer res4b21_branch2c +I1014 18:27:48.350710 1250 net.cpp:86] Creating Layer res4b21_branch2c +I1014 18:27:48.350715 1250 net.cpp:408] res4b21_branch2c <- res4b21_branch2b +I1014 18:27:48.350721 1250 net.cpp:382] res4b21_branch2c -> res4b21_branch2c +I1014 18:27:48.354758 1250 net.cpp:124] Setting up res4b21_branch2c +I1014 18:27:48.354776 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.354781 1250 net.cpp:139] Memory required for data: 331362336 +I1014 18:27:48.354789 1250 layer_factory.hpp:77] Creating layer bn4b21_branch2c +I1014 18:27:48.354800 1250 net.cpp:86] Creating Layer bn4b21_branch2c +I1014 18:27:48.354806 1250 net.cpp:408] bn4b21_branch2c <- res4b21_branch2c +I1014 18:27:48.354813 1250 net.cpp:369] bn4b21_branch2c -> res4b21_branch2c (in-place) +I1014 18:27:48.355105 1250 net.cpp:124] Setting up bn4b21_branch2c +I1014 18:27:48.355115 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.355121 1250 net.cpp:139] Memory required for data: 332165152 +I1014 18:27:48.355134 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2c +I1014 18:27:48.355144 1250 net.cpp:86] Creating Layer scale4b21_branch2c +I1014 18:27:48.355149 1250 net.cpp:408] scale4b21_branch2c <- res4b21_branch2c +I1014 18:27:48.355162 1250 net.cpp:369] scale4b21_branch2c -> res4b21_branch2c (in-place) +I1014 18:27:48.355212 1250 layer_factory.hpp:77] Creating layer scale4b21_branch2c +I1014 18:27:48.355386 1250 net.cpp:124] Setting up scale4b21_branch2c +I1014 18:27:48.355397 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.355403 1250 net.cpp:139] Memory required for data: 332967968 +I1014 18:27:48.355413 1250 layer_factory.hpp:77] Creating layer res4b21 +I1014 18:27:48.355422 1250 net.cpp:86] Creating Layer res4b21 +I1014 18:27:48.355427 1250 net.cpp:408] res4b21 <- res4b20_res4b20_relu_0_split_1 +I1014 18:27:48.355433 1250 net.cpp:408] res4b21 <- res4b21_branch2c +I1014 18:27:48.355439 1250 net.cpp:382] res4b21 -> res4b21 +I1014 18:27:48.355475 1250 net.cpp:124] Setting up res4b21 +I1014 18:27:48.355484 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.355486 1250 net.cpp:139] Memory required for data: 333770784 +I1014 18:27:48.355495 1250 layer_factory.hpp:77] Creating layer res4b21_relu +I1014 18:27:48.355502 1250 net.cpp:86] Creating Layer res4b21_relu +I1014 18:27:48.355507 1250 net.cpp:408] res4b21_relu <- res4b21 +I1014 18:27:48.355514 1250 net.cpp:369] res4b21_relu -> res4b21 (in-place) +I1014 18:27:48.355864 1250 net.cpp:124] Setting up res4b21_relu +I1014 18:27:48.355888 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.355896 1250 net.cpp:139] Memory required for data: 334573600 +I1014 18:27:48.355904 1250 layer_factory.hpp:77] Creating layer res4b21_res4b21_relu_0_split +I1014 18:27:48.355914 1250 net.cpp:86] Creating Layer res4b21_res4b21_relu_0_split +I1014 18:27:48.355919 1250 net.cpp:408] res4b21_res4b21_relu_0_split <- res4b21 +I1014 18:27:48.355926 1250 net.cpp:382] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_0 +I1014 18:27:48.355934 1250 net.cpp:382] res4b21_res4b21_relu_0_split -> res4b21_res4b21_relu_0_split_1 +I1014 18:27:48.356000 1250 net.cpp:124] Setting up res4b21_res4b21_relu_0_split +I1014 18:27:48.356007 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.356012 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.356015 1250 net.cpp:139] Memory required for data: 336179232 +I1014 18:27:48.356019 1250 layer_factory.hpp:77] Creating layer res4b22_branch2a +I1014 18:27:48.356030 1250 net.cpp:86] Creating Layer res4b22_branch2a +I1014 18:27:48.356035 1250 net.cpp:408] res4b22_branch2a <- res4b21_res4b21_relu_0_split_0 +I1014 18:27:48.356042 1250 net.cpp:382] res4b22_branch2a -> res4b22_branch2a +I1014 18:27:48.359629 1250 net.cpp:124] Setting up res4b22_branch2a +I1014 18:27:48.359647 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.359652 1250 net.cpp:139] Memory required for data: 336379936 +I1014 18:27:48.359659 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2a +I1014 18:27:48.359669 1250 net.cpp:86] Creating Layer bn4b22_branch2a +I1014 18:27:48.359674 1250 net.cpp:408] bn4b22_branch2a <- res4b22_branch2a +I1014 18:27:48.359681 1250 net.cpp:369] bn4b22_branch2a -> res4b22_branch2a (in-place) +I1014 18:27:48.359988 1250 net.cpp:124] Setting up bn4b22_branch2a +I1014 18:27:48.359997 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.360002 1250 net.cpp:139] Memory required for data: 336580640 +I1014 18:27:48.360010 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2a +I1014 18:27:48.360019 1250 net.cpp:86] Creating Layer scale4b22_branch2a +I1014 18:27:48.360024 1250 net.cpp:408] scale4b22_branch2a <- res4b22_branch2a +I1014 18:27:48.360033 1250 net.cpp:369] scale4b22_branch2a -> res4b22_branch2a (in-place) +I1014 18:27:48.360090 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2a +I1014 18:27:48.360260 1250 net.cpp:124] Setting up scale4b22_branch2a +I1014 18:27:48.360268 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.360272 1250 net.cpp:139] Memory required for data: 336781344 +I1014 18:27:48.360278 1250 layer_factory.hpp:77] Creating layer res4b22_branch2a_relu +I1014 18:27:48.360285 1250 net.cpp:86] Creating Layer res4b22_branch2a_relu +I1014 18:27:48.360291 1250 net.cpp:408] res4b22_branch2a_relu <- res4b22_branch2a +I1014 18:27:48.360296 1250 net.cpp:369] res4b22_branch2a_relu -> res4b22_branch2a (in-place) +I1014 18:27:48.361253 1250 net.cpp:124] Setting up res4b22_branch2a_relu +I1014 18:27:48.361268 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.361271 1250 net.cpp:139] Memory required for data: 336982048 +I1014 18:27:48.361275 1250 layer_factory.hpp:77] Creating layer res4b22_branch2b +I1014 18:27:48.361287 1250 net.cpp:86] Creating Layer res4b22_branch2b +I1014 18:27:48.361292 1250 net.cpp:408] res4b22_branch2b <- res4b22_branch2a +I1014 18:27:48.361300 1250 net.cpp:382] res4b22_branch2b -> res4b22_branch2b +I1014 18:27:48.366919 1250 net.cpp:124] Setting up res4b22_branch2b +I1014 18:27:48.366938 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.366942 1250 net.cpp:139] Memory required for data: 337182752 +I1014 18:27:48.366955 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2b +I1014 18:27:48.366967 1250 net.cpp:86] Creating Layer bn4b22_branch2b +I1014 18:27:48.366973 1250 net.cpp:408] bn4b22_branch2b <- res4b22_branch2b +I1014 18:27:48.366981 1250 net.cpp:369] bn4b22_branch2b -> res4b22_branch2b (in-place) +I1014 18:27:48.367281 1250 net.cpp:124] Setting up bn4b22_branch2b +I1014 18:27:48.367290 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.367293 1250 net.cpp:139] Memory required for data: 337383456 +I1014 18:27:48.367302 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2b +I1014 18:27:48.367311 1250 net.cpp:86] Creating Layer scale4b22_branch2b +I1014 18:27:48.367316 1250 net.cpp:408] scale4b22_branch2b <- res4b22_branch2b +I1014 18:27:48.367322 1250 net.cpp:369] scale4b22_branch2b -> res4b22_branch2b (in-place) +I1014 18:27:48.367384 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2b +I1014 18:27:48.367557 1250 net.cpp:124] Setting up scale4b22_branch2b +I1014 18:27:48.367578 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.367583 1250 net.cpp:139] Memory required for data: 337584160 +I1014 18:27:48.367591 1250 layer_factory.hpp:77] Creating layer res4b22_branch2b_relu +I1014 18:27:48.367599 1250 net.cpp:86] Creating Layer res4b22_branch2b_relu +I1014 18:27:48.367604 1250 net.cpp:408] res4b22_branch2b_relu <- res4b22_branch2b +I1014 18:27:48.367609 1250 net.cpp:369] res4b22_branch2b_relu -> res4b22_branch2b (in-place) +I1014 18:27:48.367966 1250 net.cpp:124] Setting up res4b22_branch2b_relu +I1014 18:27:48.367977 1250 net.cpp:131] Top shape: 1 256 14 14 (50176) +I1014 18:27:48.367981 1250 net.cpp:139] Memory required for data: 337784864 +I1014 18:27:48.367985 1250 layer_factory.hpp:77] Creating layer res4b22_branch2c +I1014 18:27:48.367996 1250 net.cpp:86] Creating Layer res4b22_branch2c +I1014 18:27:48.368001 1250 net.cpp:408] res4b22_branch2c <- res4b22_branch2b +I1014 18:27:48.368010 1250 net.cpp:382] res4b22_branch2c -> res4b22_branch2c +I1014 18:27:48.371577 1250 net.cpp:124] Setting up res4b22_branch2c +I1014 18:27:48.371595 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.371600 1250 net.cpp:139] Memory required for data: 338587680 +I1014 18:27:48.371606 1250 layer_factory.hpp:77] Creating layer bn4b22_branch2c +I1014 18:27:48.371619 1250 net.cpp:86] Creating Layer bn4b22_branch2c +I1014 18:27:48.371625 1250 net.cpp:408] bn4b22_branch2c <- res4b22_branch2c +I1014 18:27:48.371632 1250 net.cpp:369] bn4b22_branch2c -> res4b22_branch2c (in-place) +I1014 18:27:48.371949 1250 net.cpp:124] Setting up bn4b22_branch2c +I1014 18:27:48.371958 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.371963 1250 net.cpp:139] Memory required for data: 339390496 +I1014 18:27:48.371970 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2c +I1014 18:27:48.371981 1250 net.cpp:86] Creating Layer scale4b22_branch2c +I1014 18:27:48.371986 1250 net.cpp:408] scale4b22_branch2c <- res4b22_branch2c +I1014 18:27:48.371994 1250 net.cpp:369] scale4b22_branch2c -> res4b22_branch2c (in-place) +I1014 18:27:48.372045 1250 layer_factory.hpp:77] Creating layer scale4b22_branch2c +I1014 18:27:48.372220 1250 net.cpp:124] Setting up scale4b22_branch2c +I1014 18:27:48.372227 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372231 1250 net.cpp:139] Memory required for data: 340193312 +I1014 18:27:48.372237 1250 layer_factory.hpp:77] Creating layer res4b22 +I1014 18:27:48.372246 1250 net.cpp:86] Creating Layer res4b22 +I1014 18:27:48.372251 1250 net.cpp:408] res4b22 <- res4b21_res4b21_relu_0_split_1 +I1014 18:27:48.372256 1250 net.cpp:408] res4b22 <- res4b22_branch2c +I1014 18:27:48.372265 1250 net.cpp:382] res4b22 -> res4b22 +I1014 18:27:48.372305 1250 net.cpp:124] Setting up res4b22 +I1014 18:27:48.372313 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372316 1250 net.cpp:139] Memory required for data: 340996128 +I1014 18:27:48.372320 1250 layer_factory.hpp:77] Creating layer res4b22_relu +I1014 18:27:48.372336 1250 net.cpp:86] Creating Layer res4b22_relu +I1014 18:27:48.372341 1250 net.cpp:408] res4b22_relu <- res4b22 +I1014 18:27:48.372347 1250 net.cpp:369] res4b22_relu -> res4b22 (in-place) +I1014 18:27:48.372684 1250 net.cpp:124] Setting up res4b22_relu +I1014 18:27:48.372694 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372699 1250 net.cpp:139] Memory required for data: 341798944 +I1014 18:27:48.372702 1250 layer_factory.hpp:77] Creating layer roi_pool5 +I1014 18:27:48.372714 1250 net.cpp:86] Creating Layer roi_pool5 +I1014 18:27:48.372719 1250 net.cpp:408] roi_pool5 <- res4b22 +I1014 18:27:48.372727 1250 net.cpp:408] roi_pool5 <- rois +I1014 18:27:48.372735 1250 net.cpp:382] roi_pool5 -> roipool5 +I1014 18:27:48.372745 1250 roi_pooling_layer.cpp:25] Spatial scale: 0.0625 +I1014 18:27:48.372822 1250 net.cpp:124] Setting up roi_pool5 +I1014 18:27:48.372830 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372833 1250 net.cpp:139] Memory required for data: 342601760 +I1014 18:27:48.372838 1250 layer_factory.hpp:77] Creating layer roipool5_roi_pool5_0_split +I1014 18:27:48.372845 1250 net.cpp:86] Creating Layer roipool5_roi_pool5_0_split +I1014 18:27:48.372849 1250 net.cpp:408] roipool5_roi_pool5_0_split <- roipool5 +I1014 18:27:48.372855 1250 net.cpp:382] roipool5_roi_pool5_0_split -> roipool5_roi_pool5_0_split_0 +I1014 18:27:48.372864 1250 net.cpp:382] roipool5_roi_pool5_0_split -> roipool5_roi_pool5_0_split_1 +I1014 18:27:48.372921 1250 net.cpp:124] Setting up roipool5_roi_pool5_0_split +I1014 18:27:48.372927 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372932 1250 net.cpp:131] Top shape: 1 1024 14 14 (200704) +I1014 18:27:48.372936 1250 net.cpp:139] Memory required for data: 344207392 +I1014 18:27:48.372939 1250 layer_factory.hpp:77] Creating layer res5a_branch1 +I1014 18:27:48.372952 1250 net.cpp:86] Creating Layer res5a_branch1 +I1014 18:27:48.372957 1250 net.cpp:408] res5a_branch1 <- roipool5_roi_pool5_0_split_0 +I1014 18:27:48.372964 1250 net.cpp:382] res5a_branch1 -> res5a_branch1 +I1014 18:27:48.381345 1250 net.cpp:124] Setting up res5a_branch1 +I1014 18:27:48.381373 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.381378 1250 net.cpp:139] Memory required for data: 345813024 +I1014 18:27:48.381386 1250 layer_factory.hpp:77] Creating layer bn5a_branch1 +I1014 18:27:48.381402 1250 net.cpp:86] Creating Layer bn5a_branch1 +I1014 18:27:48.381407 1250 net.cpp:408] bn5a_branch1 <- res5a_branch1 +I1014 18:27:48.381417 1250 net.cpp:369] bn5a_branch1 -> res5a_branch1 (in-place) +I1014 18:27:48.381927 1250 net.cpp:124] Setting up bn5a_branch1 +I1014 18:27:48.381937 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.381942 1250 net.cpp:139] Memory required for data: 347418656 +I1014 18:27:48.381949 1250 layer_factory.hpp:77] Creating layer scale5a_branch1 +I1014 18:27:48.381960 1250 net.cpp:86] Creating Layer scale5a_branch1 +I1014 18:27:48.381965 1250 net.cpp:408] scale5a_branch1 <- res5a_branch1 +I1014 18:27:48.381974 1250 net.cpp:369] scale5a_branch1 -> res5a_branch1 (in-place) +I1014 18:27:48.382118 1250 layer_factory.hpp:77] Creating layer scale5a_branch1 +I1014 18:27:48.382392 1250 net.cpp:124] Setting up scale5a_branch1 +I1014 18:27:48.382402 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.382405 1250 net.cpp:139] Memory required for data: 349024288 +I1014 18:27:48.382413 1250 layer_factory.hpp:77] Creating layer res5a_branch2a +I1014 18:27:48.382426 1250 net.cpp:86] Creating Layer res5a_branch2a +I1014 18:27:48.382432 1250 net.cpp:408] res5a_branch2a <- roipool5_roi_pool5_0_split_1 +I1014 18:27:48.382441 1250 net.cpp:382] res5a_branch2a -> res5a_branch2a +I1014 18:27:48.386593 1250 net.cpp:124] Setting up res5a_branch2a +I1014 18:27:48.386611 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.386616 1250 net.cpp:139] Memory required for data: 349425696 +I1014 18:27:48.386623 1250 layer_factory.hpp:77] Creating layer bn5a_branch2a +I1014 18:27:48.386633 1250 net.cpp:86] Creating Layer bn5a_branch2a +I1014 18:27:48.386646 1250 net.cpp:408] bn5a_branch2a <- res5a_branch2a +I1014 18:27:48.386654 1250 net.cpp:369] bn5a_branch2a -> res5a_branch2a (in-place) +I1014 18:27:48.386960 1250 net.cpp:124] Setting up bn5a_branch2a +I1014 18:27:48.386970 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.386973 1250 net.cpp:139] Memory required for data: 349827104 +I1014 18:27:48.386981 1250 layer_factory.hpp:77] Creating layer scale5a_branch2a +I1014 18:27:48.386991 1250 net.cpp:86] Creating Layer scale5a_branch2a +I1014 18:27:48.386996 1250 net.cpp:408] scale5a_branch2a <- res5a_branch2a +I1014 18:27:48.387002 1250 net.cpp:369] scale5a_branch2a -> res5a_branch2a (in-place) +I1014 18:27:48.387058 1250 layer_factory.hpp:77] Creating layer scale5a_branch2a +I1014 18:27:48.387236 1250 net.cpp:124] Setting up scale5a_branch2a +I1014 18:27:48.387245 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.387248 1250 net.cpp:139] Memory required for data: 350228512 +I1014 18:27:48.387255 1250 layer_factory.hpp:77] Creating layer res5a_branch2a_relu +I1014 18:27:48.387262 1250 net.cpp:86] Creating Layer res5a_branch2a_relu +I1014 18:27:48.387267 1250 net.cpp:408] res5a_branch2a_relu <- res5a_branch2a +I1014 18:27:48.387274 1250 net.cpp:369] res5a_branch2a_relu -> res5a_branch2a (in-place) +I1014 18:27:48.388785 1250 net.cpp:124] Setting up res5a_branch2a_relu +I1014 18:27:48.388805 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.388809 1250 net.cpp:139] Memory required for data: 350629920 +I1014 18:27:48.388814 1250 layer_factory.hpp:77] Creating layer res5a_branch2b +I1014 18:27:48.388828 1250 net.cpp:86] Creating Layer res5a_branch2b +I1014 18:27:48.388833 1250 net.cpp:408] res5a_branch2b <- res5a_branch2a +I1014 18:27:48.388840 1250 net.cpp:382] res5a_branch2b -> res5a_branch2b +I1014 18:27:48.394999 1250 net.cpp:124] Setting up res5a_branch2b +I1014 18:27:48.395023 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.395027 1250 net.cpp:139] Memory required for data: 351031328 +I1014 18:27:48.395035 1250 layer_factory.hpp:77] Creating layer bn5a_branch2b +I1014 18:27:48.395048 1250 net.cpp:86] Creating Layer bn5a_branch2b +I1014 18:27:48.395056 1250 net.cpp:408] bn5a_branch2b <- res5a_branch2b +I1014 18:27:48.395062 1250 net.cpp:369] bn5a_branch2b -> res5a_branch2b (in-place) +I1014 18:27:48.395366 1250 net.cpp:124] Setting up bn5a_branch2b +I1014 18:27:48.395375 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.395378 1250 net.cpp:139] Memory required for data: 351432736 +I1014 18:27:48.395387 1250 layer_factory.hpp:77] Creating layer scale5a_branch2b +I1014 18:27:48.395397 1250 net.cpp:86] Creating Layer scale5a_branch2b +I1014 18:27:48.395401 1250 net.cpp:408] scale5a_branch2b <- res5a_branch2b +I1014 18:27:48.395407 1250 net.cpp:369] scale5a_branch2b -> res5a_branch2b (in-place) +I1014 18:27:48.395462 1250 layer_factory.hpp:77] Creating layer scale5a_branch2b +I1014 18:27:48.395654 1250 net.cpp:124] Setting up scale5a_branch2b +I1014 18:27:48.395665 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.395669 1250 net.cpp:139] Memory required for data: 351834144 +I1014 18:27:48.395676 1250 layer_factory.hpp:77] Creating layer res5a_branch2b_relu +I1014 18:27:48.395685 1250 net.cpp:86] Creating Layer res5a_branch2b_relu +I1014 18:27:48.395689 1250 net.cpp:408] res5a_branch2b_relu <- res5a_branch2b +I1014 18:27:48.395695 1250 net.cpp:369] res5a_branch2b_relu -> res5a_branch2b (in-place) +I1014 18:27:48.396106 1250 net.cpp:124] Setting up res5a_branch2b_relu +I1014 18:27:48.396117 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.396121 1250 net.cpp:139] Memory required for data: 352235552 +I1014 18:27:48.396126 1250 layer_factory.hpp:77] Creating layer res5a_branch2c +I1014 18:27:48.396136 1250 net.cpp:86] Creating Layer res5a_branch2c +I1014 18:27:48.396139 1250 net.cpp:408] res5a_branch2c <- res5a_branch2b +I1014 18:27:48.396147 1250 net.cpp:382] res5a_branch2c -> res5a_branch2c +I1014 18:27:48.402285 1250 net.cpp:124] Setting up res5a_branch2c +I1014 18:27:48.402315 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.402320 1250 net.cpp:139] Memory required for data: 353841184 +I1014 18:27:48.402329 1250 layer_factory.hpp:77] Creating layer bn5a_branch2c +I1014 18:27:48.402341 1250 net.cpp:86] Creating Layer bn5a_branch2c +I1014 18:27:48.402348 1250 net.cpp:408] bn5a_branch2c <- res5a_branch2c +I1014 18:27:48.402355 1250 net.cpp:369] bn5a_branch2c -> res5a_branch2c (in-place) +I1014 18:27:48.402834 1250 net.cpp:124] Setting up bn5a_branch2c +I1014 18:27:48.402848 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.402854 1250 net.cpp:139] Memory required for data: 355446816 +I1014 18:27:48.402865 1250 layer_factory.hpp:77] Creating layer scale5a_branch2c +I1014 18:27:48.402874 1250 net.cpp:86] Creating Layer scale5a_branch2c +I1014 18:27:48.402879 1250 net.cpp:408] scale5a_branch2c <- res5a_branch2c +I1014 18:27:48.402887 1250 net.cpp:369] scale5a_branch2c -> res5a_branch2c (in-place) +I1014 18:27:48.403005 1250 layer_factory.hpp:77] Creating layer scale5a_branch2c +I1014 18:27:48.403280 1250 net.cpp:124] Setting up scale5a_branch2c +I1014 18:27:48.403295 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.403301 1250 net.cpp:139] Memory required for data: 357052448 +I1014 18:27:48.403311 1250 layer_factory.hpp:77] Creating layer res5a +I1014 18:27:48.403321 1250 net.cpp:86] Creating Layer res5a +I1014 18:27:48.403326 1250 net.cpp:408] res5a <- res5a_branch1 +I1014 18:27:48.403331 1250 net.cpp:408] res5a <- res5a_branch2c +I1014 18:27:48.403337 1250 net.cpp:382] res5a -> res5a +I1014 18:27:48.403376 1250 net.cpp:124] Setting up res5a +I1014 18:27:48.403383 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.403388 1250 net.cpp:139] Memory required for data: 358658080 +I1014 18:27:48.403391 1250 layer_factory.hpp:77] Creating layer res5a_relu +I1014 18:27:48.403400 1250 net.cpp:86] Creating Layer res5a_relu +I1014 18:27:48.403404 1250 net.cpp:408] res5a_relu <- res5a +I1014 18:27:48.403409 1250 net.cpp:369] res5a_relu -> res5a (in-place) +I1014 18:27:48.404414 1250 net.cpp:124] Setting up res5a_relu +I1014 18:27:48.404431 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.404435 1250 net.cpp:139] Memory required for data: 360263712 +I1014 18:27:48.404439 1250 layer_factory.hpp:77] Creating layer res5a_res5a_relu_0_split +I1014 18:27:48.404448 1250 net.cpp:86] Creating Layer res5a_res5a_relu_0_split +I1014 18:27:48.404453 1250 net.cpp:408] res5a_res5a_relu_0_split <- res5a +I1014 18:27:48.404460 1250 net.cpp:382] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_0 +I1014 18:27:48.404469 1250 net.cpp:382] res5a_res5a_relu_0_split -> res5a_res5a_relu_0_split_1 +I1014 18:27:48.404537 1250 net.cpp:124] Setting up res5a_res5a_relu_0_split +I1014 18:27:48.404544 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.404549 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.404552 1250 net.cpp:139] Memory required for data: 363474976 +I1014 18:27:48.404556 1250 layer_factory.hpp:77] Creating layer res5b_branch2a +I1014 18:27:48.404567 1250 net.cpp:86] Creating Layer res5b_branch2a +I1014 18:27:48.404572 1250 net.cpp:408] res5b_branch2a <- res5a_res5a_relu_0_split_0 +I1014 18:27:48.404582 1250 net.cpp:382] res5b_branch2a -> res5b_branch2a +I1014 18:27:48.411784 1250 net.cpp:124] Setting up res5b_branch2a +I1014 18:27:48.411828 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.411839 1250 net.cpp:139] Memory required for data: 363876384 +I1014 18:27:48.411855 1250 layer_factory.hpp:77] Creating layer bn5b_branch2a +I1014 18:27:48.411880 1250 net.cpp:86] Creating Layer bn5b_branch2a +I1014 18:27:48.411892 1250 net.cpp:408] bn5b_branch2a <- res5b_branch2a +I1014 18:27:48.411907 1250 net.cpp:369] bn5b_branch2a -> res5b_branch2a (in-place) +I1014 18:27:48.412525 1250 net.cpp:124] Setting up bn5b_branch2a +I1014 18:27:48.412544 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.412552 1250 net.cpp:139] Memory required for data: 364277792 +I1014 18:27:48.412582 1250 layer_factory.hpp:77] Creating layer scale5b_branch2a +I1014 18:27:48.412600 1250 net.cpp:86] Creating Layer scale5b_branch2a +I1014 18:27:48.412609 1250 net.cpp:408] scale5b_branch2a <- res5b_branch2a +I1014 18:27:48.412623 1250 net.cpp:369] scale5b_branch2a -> res5b_branch2a (in-place) +I1014 18:27:48.412731 1250 layer_factory.hpp:77] Creating layer scale5b_branch2a +I1014 18:27:48.413074 1250 net.cpp:124] Setting up scale5b_branch2a +I1014 18:27:48.413091 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.413100 1250 net.cpp:139] Memory required for data: 364679200 +I1014 18:27:48.413115 1250 layer_factory.hpp:77] Creating layer res5b_branch2a_relu +I1014 18:27:48.413127 1250 net.cpp:86] Creating Layer res5b_branch2a_relu +I1014 18:27:48.413137 1250 net.cpp:408] res5b_branch2a_relu <- res5b_branch2a +I1014 18:27:48.413156 1250 net.cpp:369] res5b_branch2a_relu -> res5b_branch2a (in-place) +I1014 18:27:48.415035 1250 net.cpp:124] Setting up res5b_branch2a_relu +I1014 18:27:48.415067 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.415079 1250 net.cpp:139] Memory required for data: 365080608 +I1014 18:27:48.415092 1250 layer_factory.hpp:77] Creating layer res5b_branch2b +I1014 18:27:48.415117 1250 net.cpp:86] Creating Layer res5b_branch2b +I1014 18:27:48.415127 1250 net.cpp:408] res5b_branch2b <- res5b_branch2a +I1014 18:27:48.415144 1250 net.cpp:382] res5b_branch2b -> res5b_branch2b +I1014 18:27:48.428166 1250 net.cpp:124] Setting up res5b_branch2b +I1014 18:27:48.428207 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.428216 1250 net.cpp:139] Memory required for data: 365482016 +I1014 18:27:48.428237 1250 layer_factory.hpp:77] Creating layer bn5b_branch2b +I1014 18:27:48.428253 1250 net.cpp:86] Creating Layer bn5b_branch2b +I1014 18:27:48.428277 1250 net.cpp:408] bn5b_branch2b <- res5b_branch2b +I1014 18:27:48.428292 1250 net.cpp:369] bn5b_branch2b -> res5b_branch2b (in-place) +I1014 18:27:48.428874 1250 net.cpp:124] Setting up bn5b_branch2b +I1014 18:27:48.428890 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.428899 1250 net.cpp:139] Memory required for data: 365883424 +I1014 18:27:48.428917 1250 layer_factory.hpp:77] Creating layer scale5b_branch2b +I1014 18:27:48.428936 1250 net.cpp:86] Creating Layer scale5b_branch2b +I1014 18:27:48.428944 1250 net.cpp:408] scale5b_branch2b <- res5b_branch2b +I1014 18:27:48.428956 1250 net.cpp:369] scale5b_branch2b -> res5b_branch2b (in-place) +I1014 18:27:48.429057 1250 layer_factory.hpp:77] Creating layer scale5b_branch2b +I1014 18:27:48.429378 1250 net.cpp:124] Setting up scale5b_branch2b +I1014 18:27:48.429394 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.429401 1250 net.cpp:139] Memory required for data: 366284832 +I1014 18:27:48.429415 1250 layer_factory.hpp:77] Creating layer res5b_branch2b_relu +I1014 18:27:48.429431 1250 net.cpp:86] Creating Layer res5b_branch2b_relu +I1014 18:27:48.429440 1250 net.cpp:408] res5b_branch2b_relu <- res5b_branch2b +I1014 18:27:48.429451 1250 net.cpp:369] res5b_branch2b_relu -> res5b_branch2b (in-place) +I1014 18:27:48.430152 1250 net.cpp:124] Setting up res5b_branch2b_relu +I1014 18:27:48.430173 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.430181 1250 net.cpp:139] Memory required for data: 366686240 +I1014 18:27:48.430192 1250 layer_factory.hpp:77] Creating layer res5b_branch2c +I1014 18:27:48.430219 1250 net.cpp:86] Creating Layer res5b_branch2c +I1014 18:27:48.430229 1250 net.cpp:408] res5b_branch2c <- res5b_branch2b +I1014 18:27:48.430243 1250 net.cpp:382] res5b_branch2c -> res5b_branch2c +I1014 18:27:48.439399 1250 net.cpp:124] Setting up res5b_branch2c +I1014 18:27:48.439431 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.439440 1250 net.cpp:139] Memory required for data: 368291872 +I1014 18:27:48.439455 1250 layer_factory.hpp:77] Creating layer bn5b_branch2c +I1014 18:27:48.439477 1250 net.cpp:86] Creating Layer bn5b_branch2c +I1014 18:27:48.439496 1250 net.cpp:408] bn5b_branch2c <- res5b_branch2c +I1014 18:27:48.439510 1250 net.cpp:369] bn5b_branch2c -> res5b_branch2c (in-place) +I1014 18:27:48.440333 1250 net.cpp:124] Setting up bn5b_branch2c +I1014 18:27:48.440357 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.440364 1250 net.cpp:139] Memory required for data: 369897504 +I1014 18:27:48.440382 1250 layer_factory.hpp:77] Creating layer scale5b_branch2c +I1014 18:27:48.440403 1250 net.cpp:86] Creating Layer scale5b_branch2c +I1014 18:27:48.440412 1250 net.cpp:408] scale5b_branch2c <- res5b_branch2c +I1014 18:27:48.440423 1250 net.cpp:369] scale5b_branch2c -> res5b_branch2c (in-place) +I1014 18:27:48.440625 1250 layer_factory.hpp:77] Creating layer scale5b_branch2c +I1014 18:27:48.441112 1250 net.cpp:124] Setting up scale5b_branch2c +I1014 18:27:48.441129 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.441136 1250 net.cpp:139] Memory required for data: 371503136 +I1014 18:27:48.441151 1250 layer_factory.hpp:77] Creating layer res5b +I1014 18:27:48.441169 1250 net.cpp:86] Creating Layer res5b +I1014 18:27:48.441179 1250 net.cpp:408] res5b <- res5a_res5a_relu_0_split_1 +I1014 18:27:48.441190 1250 net.cpp:408] res5b <- res5b_branch2c +I1014 18:27:48.441200 1250 net.cpp:382] res5b -> res5b +I1014 18:27:48.441272 1250 net.cpp:124] Setting up res5b +I1014 18:27:48.441288 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.441298 1250 net.cpp:139] Memory required for data: 373108768 +I1014 18:27:48.441309 1250 layer_factory.hpp:77] Creating layer res5b_relu +I1014 18:27:48.441334 1250 net.cpp:86] Creating Layer res5b_relu +I1014 18:27:48.441344 1250 net.cpp:408] res5b_relu <- res5b +I1014 18:27:48.441354 1250 net.cpp:369] res5b_relu -> res5b (in-place) +I1014 18:27:48.442906 1250 net.cpp:124] Setting up res5b_relu +I1014 18:27:48.442931 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.442939 1250 net.cpp:139] Memory required for data: 374714400 +I1014 18:27:48.442947 1250 layer_factory.hpp:77] Creating layer res5b_res5b_relu_0_split +I1014 18:27:48.442966 1250 net.cpp:86] Creating Layer res5b_res5b_relu_0_split +I1014 18:27:48.442976 1250 net.cpp:408] res5b_res5b_relu_0_split <- res5b +I1014 18:27:48.442991 1250 net.cpp:382] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_0 +I1014 18:27:48.443011 1250 net.cpp:382] res5b_res5b_relu_0_split -> res5b_res5b_relu_0_split_1 +I1014 18:27:48.443128 1250 net.cpp:124] Setting up res5b_res5b_relu_0_split +I1014 18:27:48.443142 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.443151 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.443158 1250 net.cpp:139] Memory required for data: 377925664 +I1014 18:27:48.443166 1250 layer_factory.hpp:77] Creating layer res5c_branch2a +I1014 18:27:48.443193 1250 net.cpp:86] Creating Layer res5c_branch2a +I1014 18:27:48.443203 1250 net.cpp:408] res5c_branch2a <- res5b_res5b_relu_0_split_0 +I1014 18:27:48.443214 1250 net.cpp:382] res5c_branch2a -> res5c_branch2a +I1014 18:27:48.450515 1250 net.cpp:124] Setting up res5c_branch2a +I1014 18:27:48.450544 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.450552 1250 net.cpp:139] Memory required for data: 378327072 +I1014 18:27:48.450565 1250 layer_factory.hpp:77] Creating layer bn5c_branch2a +I1014 18:27:48.450587 1250 net.cpp:86] Creating Layer bn5c_branch2a +I1014 18:27:48.450595 1250 net.cpp:408] bn5c_branch2a <- res5c_branch2a +I1014 18:27:48.450606 1250 net.cpp:369] bn5c_branch2a -> res5c_branch2a (in-place) +I1014 18:27:48.451086 1250 net.cpp:124] Setting up bn5c_branch2a +I1014 18:27:48.451099 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.451107 1250 net.cpp:139] Memory required for data: 378728480 +I1014 18:27:48.451122 1250 layer_factory.hpp:77] Creating layer scale5c_branch2a +I1014 18:27:48.451138 1250 net.cpp:86] Creating Layer scale5c_branch2a +I1014 18:27:48.451146 1250 net.cpp:408] scale5c_branch2a <- res5c_branch2a +I1014 18:27:48.451158 1250 net.cpp:369] scale5c_branch2a -> res5c_branch2a (in-place) +I1014 18:27:48.451262 1250 layer_factory.hpp:77] Creating layer scale5c_branch2a +I1014 18:27:48.451550 1250 net.cpp:124] Setting up scale5c_branch2a +I1014 18:27:48.451578 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.451591 1250 net.cpp:139] Memory required for data: 379129888 +I1014 18:27:48.451604 1250 layer_factory.hpp:77] Creating layer res5c_branch2a_relu +I1014 18:27:48.451620 1250 net.cpp:86] Creating Layer res5c_branch2a_relu +I1014 18:27:48.451628 1250 net.cpp:408] res5c_branch2a_relu <- res5c_branch2a +I1014 18:27:48.451639 1250 net.cpp:369] res5c_branch2a_relu -> res5c_branch2a (in-place) +I1014 18:27:48.453064 1250 net.cpp:124] Setting up res5c_branch2a_relu +I1014 18:27:48.453088 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.453094 1250 net.cpp:139] Memory required for data: 379531296 +I1014 18:27:48.453101 1250 layer_factory.hpp:77] Creating layer res5c_branch2b +I1014 18:27:48.453122 1250 net.cpp:86] Creating Layer res5c_branch2b +I1014 18:27:48.453132 1250 net.cpp:408] res5c_branch2b <- res5c_branch2a +I1014 18:27:48.453145 1250 net.cpp:382] res5c_branch2b -> res5c_branch2b +I1014 18:27:48.461627 1250 net.cpp:124] Setting up res5c_branch2b +I1014 18:27:48.461657 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.461663 1250 net.cpp:139] Memory required for data: 379932704 +I1014 18:27:48.461675 1250 layer_factory.hpp:77] Creating layer bn5c_branch2b +I1014 18:27:48.461694 1250 net.cpp:86] Creating Layer bn5c_branch2b +I1014 18:27:48.461702 1250 net.cpp:408] bn5c_branch2b <- res5c_branch2b +I1014 18:27:48.461712 1250 net.cpp:369] bn5c_branch2b -> res5c_branch2b (in-place) +I1014 18:27:48.462200 1250 net.cpp:124] Setting up bn5c_branch2b +I1014 18:27:48.462214 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.462220 1250 net.cpp:139] Memory required for data: 380334112 +I1014 18:27:48.462234 1250 layer_factory.hpp:77] Creating layer scale5c_branch2b +I1014 18:27:48.462249 1250 net.cpp:86] Creating Layer scale5c_branch2b +I1014 18:27:48.462256 1250 net.cpp:408] scale5c_branch2b <- res5c_branch2b +I1014 18:27:48.462278 1250 net.cpp:369] scale5c_branch2b -> res5c_branch2b (in-place) +I1014 18:27:48.462378 1250 layer_factory.hpp:77] Creating layer scale5c_branch2b +I1014 18:27:48.462674 1250 net.cpp:124] Setting up scale5c_branch2b +I1014 18:27:48.462688 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.462694 1250 net.cpp:139] Memory required for data: 380735520 +I1014 18:27:48.462707 1250 layer_factory.hpp:77] Creating layer res5c_branch2b_relu +I1014 18:27:48.462718 1250 net.cpp:86] Creating Layer res5c_branch2b_relu +I1014 18:27:48.462725 1250 net.cpp:408] res5c_branch2b_relu <- res5c_branch2b +I1014 18:27:48.462734 1250 net.cpp:369] res5c_branch2b_relu -> res5c_branch2b (in-place) +I1014 18:27:48.463282 1250 net.cpp:124] Setting up res5c_branch2b_relu +I1014 18:27:48.463300 1250 net.cpp:131] Top shape: 1 512 14 14 (100352) +I1014 18:27:48.463306 1250 net.cpp:139] Memory required for data: 381136928 +I1014 18:27:48.463313 1250 layer_factory.hpp:77] Creating layer res5c_branch2c +I1014 18:27:48.463332 1250 net.cpp:86] Creating Layer res5c_branch2c +I1014 18:27:48.463340 1250 net.cpp:408] res5c_branch2c <- res5c_branch2b +I1014 18:27:48.463351 1250 net.cpp:382] res5c_branch2c -> res5c_branch2c +I1014 18:27:48.472343 1250 net.cpp:124] Setting up res5c_branch2c +I1014 18:27:48.472406 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.472416 1250 net.cpp:139] Memory required for data: 382742560 +I1014 18:27:48.472435 1250 layer_factory.hpp:77] Creating layer bn5c_branch2c +I1014 18:27:48.472456 1250 net.cpp:86] Creating Layer bn5c_branch2c +I1014 18:27:48.472470 1250 net.cpp:408] bn5c_branch2c <- res5c_branch2c +I1014 18:27:48.472486 1250 net.cpp:369] bn5c_branch2c -> res5c_branch2c (in-place) +I1014 18:27:48.473420 1250 net.cpp:124] Setting up bn5c_branch2c +I1014 18:27:48.473439 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.473448 1250 net.cpp:139] Memory required for data: 384348192 +I1014 18:27:48.473477 1250 layer_factory.hpp:77] Creating layer scale5c_branch2c +I1014 18:27:48.473500 1250 net.cpp:86] Creating Layer scale5c_branch2c +I1014 18:27:48.473510 1250 net.cpp:408] scale5c_branch2c <- res5c_branch2c +I1014 18:27:48.473526 1250 net.cpp:369] scale5c_branch2c -> res5c_branch2c (in-place) +I1014 18:27:48.473757 1250 layer_factory.hpp:77] Creating layer scale5c_branch2c +I1014 18:27:48.474303 1250 net.cpp:124] Setting up scale5c_branch2c +I1014 18:27:48.474331 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.474339 1250 net.cpp:139] Memory required for data: 385953824 +I1014 18:27:48.474354 1250 layer_factory.hpp:77] Creating layer res5c +I1014 18:27:48.474376 1250 net.cpp:86] Creating Layer res5c +I1014 18:27:48.474387 1250 net.cpp:408] res5c <- res5b_res5b_relu_0_split_1 +I1014 18:27:48.474398 1250 net.cpp:408] res5c <- res5c_branch2c +I1014 18:27:48.474411 1250 net.cpp:382] res5c -> res5c +I1014 18:27:48.474491 1250 net.cpp:124] Setting up res5c +I1014 18:27:48.474506 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.474514 1250 net.cpp:139] Memory required for data: 387559456 +I1014 18:27:48.474522 1250 layer_factory.hpp:77] Creating layer res5c_relu +I1014 18:27:48.474539 1250 net.cpp:86] Creating Layer res5c_relu +I1014 18:27:48.474548 1250 net.cpp:408] res5c_relu <- res5c +I1014 18:27:48.474561 1250 net.cpp:369] res5c_relu -> res5c (in-place) +I1014 18:27:48.476322 1250 net.cpp:124] Setting up res5c_relu +I1014 18:27:48.476351 1250 net.cpp:131] Top shape: 1 2048 14 14 (401408) +I1014 18:27:48.476356 1250 net.cpp:139] Memory required for data: 389165088 +I1014 18:27:48.476361 1250 layer_factory.hpp:77] Creating layer pool5 +I1014 18:27:48.476373 1250 net.cpp:86] Creating Layer pool5 +I1014 18:27:48.476380 1250 net.cpp:408] pool5 <- res5c +I1014 18:27:48.476393 1250 net.cpp:382] pool5 -> pool5 +I1014 18:27:48.476757 1250 net.cpp:124] Setting up pool5 +I1014 18:27:48.476768 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 18:27:48.476771 1250 net.cpp:139] Memory required for data: 389173280 +I1014 18:27:48.476775 1250 layer_factory.hpp:77] Creating layer pool5_pool5_0_split +I1014 18:27:48.476784 1250 net.cpp:86] Creating Layer pool5_pool5_0_split +I1014 18:27:48.476788 1250 net.cpp:408] pool5_pool5_0_split <- pool5 +I1014 18:27:48.476795 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_0 +I1014 18:27:48.476802 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_1 +I1014 18:27:48.476809 1250 net.cpp:382] pool5_pool5_0_split -> pool5_pool5_0_split_2 +I1014 18:27:48.476889 1250 net.cpp:124] Setting up pool5_pool5_0_split +I1014 18:27:48.476897 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 18:27:48.476900 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 18:27:48.476904 1250 net.cpp:131] Top shape: 1 2048 1 1 (2048) +I1014 18:27:48.476908 1250 net.cpp:139] Memory required for data: 389197856 +I1014 18:27:48.476913 1250 layer_factory.hpp:77] Creating layer pool5_flat +I1014 18:27:48.476923 1250 net.cpp:86] Creating Layer pool5_flat +I1014 18:27:48.476927 1250 net.cpp:408] pool5_flat <- pool5_pool5_0_split_0 +I1014 18:27:48.476933 1250 net.cpp:382] pool5_flat -> pool5_flat +I1014 18:27:48.476969 1250 net.cpp:124] Setting up pool5_flat +I1014 18:27:48.476974 1250 net.cpp:131] Top shape: 1 2048 (2048) +I1014 18:27:48.476979 1250 net.cpp:139] Memory required for data: 389206048 +I1014 18:27:48.476981 1250 layer_factory.hpp:77] Creating layer cls_score +I1014 18:27:48.476992 1250 net.cpp:86] Creating Layer cls_score +I1014 18:27:48.476996 1250 net.cpp:408] cls_score <- pool5_pool5_0_split_1 +I1014 18:27:48.477005 1250 net.cpp:382] cls_score -> cls_score +I1014 18:27:48.638070 1250 net.cpp:124] Setting up cls_score +I1014 18:27:48.638182 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 18:27:48.638192 1250 net.cpp:139] Memory required for data: 389212452 +I1014 18:27:48.638222 1250 layer_factory.hpp:77] Creating layer cls_score_cls_score_0_split +I1014 18:27:48.638244 1250 net.cpp:86] Creating Layer cls_score_cls_score_0_split +I1014 18:27:48.638272 1250 net.cpp:408] cls_score_cls_score_0_split <- cls_score +I1014 18:27:48.638289 1250 net.cpp:382] cls_score_cls_score_0_split -> cls_score_cls_score_0_split_0 +I1014 18:27:48.638311 1250 net.cpp:382] cls_score_cls_score_0_split -> cls_score_cls_score_0_split_1 +I1014 18:27:48.639912 1250 net.cpp:124] Setting up cls_score_cls_score_0_split +I1014 18:27:48.639945 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 18:27:48.639955 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 18:27:48.639962 1250 net.cpp:139] Memory required for data: 389225260 +I1014 18:27:48.639971 1250 layer_factory.hpp:77] Creating layer bbox_pred +I1014 18:27:48.639993 1250 net.cpp:86] Creating Layer bbox_pred +I1014 18:27:48.640004 1250 net.cpp:408] bbox_pred <- pool5_pool5_0_split_2 +I1014 18:27:48.640028 1250 net.cpp:382] bbox_pred -> bbox_pred +I1014 18:27:49.237375 1250 net.cpp:124] Setting up bbox_pred +I1014 18:27:49.237442 1250 net.cpp:131] Top shape: 1 6404 (6404) +I1014 18:27:49.237447 1250 net.cpp:139] Memory required for data: 389250876 +I1014 18:27:49.237468 1250 layer_factory.hpp:77] Creating layer cls_prob +I1014 18:27:49.237488 1250 net.cpp:86] Creating Layer cls_prob +I1014 18:27:49.237498 1250 net.cpp:408] cls_prob <- cls_score_cls_score_0_split_0 +I1014 18:27:49.237509 1250 net.cpp:382] cls_prob -> cls_prob +I1014 18:27:49.240157 1250 net.cpp:124] Setting up cls_prob +I1014 18:27:49.240175 1250 net.cpp:131] Top shape: 1 1601 (1601) +I1014 18:27:49.240180 1250 net.cpp:139] Memory required for data: 389257280 +I1014 18:27:49.240185 1250 layer_factory.hpp:77] Creating layer predicted_cls +I1014 18:27:49.240200 1250 net.cpp:86] Creating Layer predicted_cls +I1014 18:27:49.240205 1250 net.cpp:408] predicted_cls <- cls_score_cls_score_0_split_1 +I1014 18:27:49.240216 1250 net.cpp:382] predicted_cls -> predicted_cls +I1014 18:27:49.240249 1250 net.cpp:124] Setting up predicted_cls +I1014 18:27:49.240257 1250 net.cpp:131] Top shape: 1 1 (1) +I1014 18:27:49.240260 1250 net.cpp:139] Memory required for data: 389257284 +I1014 18:27:49.240267 1250 layer_factory.hpp:77] Creating layer cls_embedding +I1014 18:27:49.240275 1250 net.cpp:86] Creating Layer cls_embedding +I1014 18:27:49.240280 1250 net.cpp:408] cls_embedding <- predicted_cls +I1014 18:27:49.240288 1250 net.cpp:382] cls_embedding -> cls_embedding +I1014 18:27:49.255556 1250 net.cpp:124] Setting up cls_embedding +I1014 18:27:49.255578 1250 net.cpp:131] Top shape: 1 256 (256) +I1014 18:27:49.255583 1250 net.cpp:139] Memory required for data: 389258308 +I1014 18:27:49.255589 1250 layer_factory.hpp:77] Creating layer cls_embedding_flat +I1014 18:27:49.255599 1250 net.cpp:86] Creating Layer cls_embedding_flat +I1014 18:27:49.255605 1250 net.cpp:408] cls_embedding_flat <- cls_embedding +I1014 18:27:49.255612 1250 net.cpp:382] cls_embedding_flat -> cls_embedding_flat +I1014 18:27:49.255646 1250 net.cpp:124] Setting up cls_embedding_flat +I1014 18:27:49.255655 1250 net.cpp:131] Top shape: 1 256 (256) +I1014 18:27:49.255658 1250 net.cpp:139] Memory required for data: 389259332 +I1014 18:27:49.255663 1250 layer_factory.hpp:77] Creating layer concat_pool5 +I1014 18:27:49.255673 1250 net.cpp:86] Creating Layer concat_pool5 +I1014 18:27:49.255678 1250 net.cpp:408] concat_pool5 <- pool5_flat +I1014 18:27:49.255683 1250 net.cpp:408] concat_pool5 <- cls_embedding_flat +I1014 18:27:49.255689 1250 net.cpp:382] concat_pool5 -> concat_pool5 +I1014 18:27:49.255719 1250 net.cpp:124] Setting up concat_pool5 +I1014 18:27:49.255726 1250 net.cpp:131] Top shape: 1 2304 (2304) +I1014 18:27:49.255729 1250 net.cpp:139] Memory required for data: 389268548 +I1014 18:27:49.255733 1250 layer_factory.hpp:77] Creating layer fc_attr +I1014 18:27:49.255746 1250 net.cpp:86] Creating Layer fc_attr +I1014 18:27:49.255750 1250 net.cpp:408] fc_attr <- concat_pool5 +I1014 18:27:49.255759 1250 net.cpp:382] fc_attr -> fc_attr +I1014 18:27:49.329850 1250 net.cpp:124] Setting up fc_attr +I1014 18:27:49.329870 1250 net.cpp:131] Top shape: 1 512 (512) +I1014 18:27:49.329875 1250 net.cpp:139] Memory required for data: 389270596 +I1014 18:27:49.329900 1250 layer_factory.hpp:77] Creating layer relu_attr +I1014 18:27:49.329910 1250 net.cpp:86] Creating Layer relu_attr +I1014 18:27:49.329923 1250 net.cpp:408] relu_attr <- fc_attr +I1014 18:27:49.329931 1250 net.cpp:369] relu_attr -> fc_attr (in-place) +I1014 18:27:49.330550 1250 net.cpp:124] Setting up relu_attr +I1014 18:27:49.330562 1250 net.cpp:131] Top shape: 1 512 (512) +I1014 18:27:49.330566 1250 net.cpp:139] Memory required for data: 389272644 +I1014 18:27:49.330570 1250 layer_factory.hpp:77] Creating layer attr_score +I1014 18:27:49.330585 1250 net.cpp:86] Creating Layer attr_score +I1014 18:27:49.330590 1250 net.cpp:408] attr_score <- fc_attr +I1014 18:27:49.330600 1250 net.cpp:382] attr_score -> attr_score +I1014 18:27:49.339447 1250 net.cpp:124] Setting up attr_score +I1014 18:27:49.339464 1250 net.cpp:131] Top shape: 1 401 (401) +I1014 18:27:49.339469 1250 net.cpp:139] Memory required for data: 389274248 +I1014 18:27:49.339478 1250 layer_factory.hpp:77] Creating layer attr_prob +I1014 18:27:49.339486 1250 net.cpp:86] Creating Layer attr_prob +I1014 18:27:49.339491 1250 net.cpp:408] attr_prob <- attr_score +I1014 18:27:49.339498 1250 net.cpp:382] attr_prob -> attr_prob +I1014 18:27:49.340605 1250 net.cpp:124] Setting up attr_prob +I1014 18:27:49.340625 1250 net.cpp:131] Top shape: 1 401 (401) +I1014 18:27:49.340628 1250 net.cpp:139] Memory required for data: 389275852 +I1014 18:27:49.340633 1250 net.cpp:202] attr_prob does not need backward computation. +I1014 18:27:49.340638 1250 net.cpp:202] attr_score does not need backward computation. +I1014 18:27:49.340642 1250 net.cpp:202] relu_attr does not need backward computation. +I1014 18:27:49.340646 1250 net.cpp:202] fc_attr does not need backward computation. +I1014 18:27:49.340651 1250 net.cpp:202] concat_pool5 does not need backward computation. +I1014 18:27:49.340657 1250 net.cpp:202] cls_embedding_flat does not need backward computation. +I1014 18:27:49.340662 1250 net.cpp:202] cls_embedding does not need backward computation. +I1014 18:27:49.340667 1250 net.cpp:202] predicted_cls does not need backward computation. +I1014 18:27:49.340670 1250 net.cpp:202] cls_prob does not need backward computation. +I1014 18:27:49.340674 1250 net.cpp:202] bbox_pred does not need backward computation. +I1014 18:27:49.340682 1250 net.cpp:202] cls_score_cls_score_0_split does not need backward computation. +I1014 18:27:49.340687 1250 net.cpp:202] cls_score does not need backward computation. +I1014 18:27:49.340692 1250 net.cpp:202] pool5_flat does not need backward computation. +I1014 18:27:49.340699 1250 net.cpp:202] pool5_pool5_0_split does not need backward computation. +I1014 18:27:49.340706 1250 net.cpp:202] pool5 does not need backward computation. +I1014 18:27:49.340711 1250 net.cpp:202] res5c_relu does not need backward computation. +I1014 18:27:49.340718 1250 net.cpp:202] res5c does not need backward computation. +I1014 18:27:49.340724 1250 net.cpp:202] scale5c_branch2c does not need backward computation. +I1014 18:27:49.340729 1250 net.cpp:202] bn5c_branch2c does not need backward computation. +I1014 18:27:49.340735 1250 net.cpp:202] res5c_branch2c does not need backward computation. +I1014 18:27:49.340741 1250 net.cpp:202] res5c_branch2b_relu does not need backward computation. +I1014 18:27:49.340746 1250 net.cpp:202] scale5c_branch2b does not need backward computation. +I1014 18:27:49.340752 1250 net.cpp:202] bn5c_branch2b does not need backward computation. +I1014 18:27:49.340759 1250 net.cpp:202] res5c_branch2b does not need backward computation. +I1014 18:27:49.340765 1250 net.cpp:202] res5c_branch2a_relu does not need backward computation. +I1014 18:27:49.340771 1250 net.cpp:202] scale5c_branch2a does not need backward computation. +I1014 18:27:49.340777 1250 net.cpp:202] bn5c_branch2a does not need backward computation. +I1014 18:27:49.340783 1250 net.cpp:202] res5c_branch2a does not need backward computation. +I1014 18:27:49.340790 1250 net.cpp:202] res5b_res5b_relu_0_split does not need backward computation. +I1014 18:27:49.340802 1250 net.cpp:202] res5b_relu does not need backward computation. +I1014 18:27:49.340808 1250 net.cpp:202] res5b does not need backward computation. +I1014 18:27:49.340817 1250 net.cpp:202] scale5b_branch2c does not need backward computation. +I1014 18:27:49.340821 1250 net.cpp:202] bn5b_branch2c does not need backward computation. +I1014 18:27:49.340832 1250 net.cpp:202] res5b_branch2c does not need backward computation. +I1014 18:27:49.340840 1250 net.cpp:202] res5b_branch2b_relu does not need backward computation. +I1014 18:27:49.340845 1250 net.cpp:202] scale5b_branch2b does not need backward computation. +I1014 18:27:49.340850 1250 net.cpp:202] bn5b_branch2b does not need backward computation. +I1014 18:27:49.340857 1250 net.cpp:202] res5b_branch2b does not need backward computation. +I1014 18:27:49.340862 1250 net.cpp:202] res5b_branch2a_relu does not need backward computation. +I1014 18:27:49.340868 1250 net.cpp:202] scale5b_branch2a does not need backward computation. +I1014 18:27:49.340874 1250 net.cpp:202] bn5b_branch2a does not need backward computation. +I1014 18:27:49.340879 1250 net.cpp:202] res5b_branch2a does not need backward computation. +I1014 18:27:49.340885 1250 net.cpp:202] res5a_res5a_relu_0_split does not need backward computation. +I1014 18:27:49.340891 1250 net.cpp:202] res5a_relu does not need backward computation. +I1014 18:27:49.340895 1250 net.cpp:202] res5a does not need backward computation. +I1014 18:27:49.340904 1250 net.cpp:202] scale5a_branch2c does not need backward computation. +I1014 18:27:49.340909 1250 net.cpp:202] bn5a_branch2c does not need backward computation. +I1014 18:27:49.340916 1250 net.cpp:202] res5a_branch2c does not need backward computation. +I1014 18:27:49.340924 1250 net.cpp:202] res5a_branch2b_relu does not need backward computation. +I1014 18:27:49.340929 1250 net.cpp:202] scale5a_branch2b does not need backward computation. +I1014 18:27:49.340936 1250 net.cpp:202] bn5a_branch2b does not need backward computation. +I1014 18:27:49.340946 1250 net.cpp:202] res5a_branch2b does not need backward computation. +I1014 18:27:49.340955 1250 net.cpp:202] res5a_branch2a_relu does not need backward computation. +I1014 18:27:49.340960 1250 net.cpp:202] scale5a_branch2a does not need backward computation. +I1014 18:27:49.340970 1250 net.cpp:202] bn5a_branch2a does not need backward computation. +I1014 18:27:49.340975 1250 net.cpp:202] res5a_branch2a does not need backward computation. +I1014 18:27:49.340988 1250 net.cpp:202] scale5a_branch1 does not need backward computation. +I1014 18:27:49.340994 1250 net.cpp:202] bn5a_branch1 does not need backward computation. +I1014 18:27:49.341006 1250 net.cpp:202] res5a_branch1 does not need backward computation. +I1014 18:27:49.341012 1250 net.cpp:202] roipool5_roi_pool5_0_split does not need backward computation. +I1014 18:27:49.341018 1250 net.cpp:202] roi_pool5 does not need backward computation. +I1014 18:27:49.341027 1250 net.cpp:202] res4b22_relu does not need backward computation. +I1014 18:27:49.341033 1250 net.cpp:202] res4b22 does not need backward computation. +I1014 18:27:49.341042 1250 net.cpp:202] scale4b22_branch2c does not need backward computation. +I1014 18:27:49.341048 1250 net.cpp:202] bn4b22_branch2c does not need backward computation. +I1014 18:27:49.341053 1250 net.cpp:202] res4b22_branch2c does not need backward computation. +I1014 18:27:49.341059 1250 net.cpp:202] res4b22_branch2b_relu does not need backward computation. +I1014 18:27:49.341066 1250 net.cpp:202] scale4b22_branch2b does not need backward computation. +I1014 18:27:49.341073 1250 net.cpp:202] bn4b22_branch2b does not need backward computation. +I1014 18:27:49.341078 1250 net.cpp:202] res4b22_branch2b does not need backward computation. +I1014 18:27:49.341085 1250 net.cpp:202] res4b22_branch2a_relu does not need backward computation. +I1014 18:27:49.341090 1250 net.cpp:202] scale4b22_branch2a does not need backward computation. +I1014 18:27:49.341097 1250 net.cpp:202] bn4b22_branch2a does not need backward computation. +I1014 18:27:49.341111 1250 net.cpp:202] res4b22_branch2a does not need backward computation. +I1014 18:27:49.341118 1250 net.cpp:202] res4b21_res4b21_relu_0_split does not need backward computation. +I1014 18:27:49.341125 1250 net.cpp:202] res4b21_relu does not need backward computation. +I1014 18:27:49.341132 1250 net.cpp:202] res4b21 does not need backward computation. +I1014 18:27:49.341142 1250 net.cpp:202] scale4b21_branch2c does not need backward computation. +I1014 18:27:49.341148 1250 net.cpp:202] bn4b21_branch2c does not need backward computation. +I1014 18:27:49.341156 1250 net.cpp:202] res4b21_branch2c does not need backward computation. +I1014 18:27:49.341162 1250 net.cpp:202] res4b21_branch2b_relu does not need backward computation. +I1014 18:27:49.341168 1250 net.cpp:202] scale4b21_branch2b does not need backward computation. +I1014 18:27:49.341173 1250 net.cpp:202] bn4b21_branch2b does not need backward computation. +I1014 18:27:49.341181 1250 net.cpp:202] res4b21_branch2b does not need backward computation. +I1014 18:27:49.341188 1250 net.cpp:202] res4b21_branch2a_relu does not need backward computation. +I1014 18:27:49.341195 1250 net.cpp:202] scale4b21_branch2a does not need backward computation. +I1014 18:27:49.341205 1250 net.cpp:202] bn4b21_branch2a does not need backward computation. +I1014 18:27:49.341213 1250 net.cpp:202] res4b21_branch2a does not need backward computation. +I1014 18:27:49.341219 1250 net.cpp:202] res4b20_res4b20_relu_0_split does not need backward computation. +I1014 18:27:49.341225 1250 net.cpp:202] res4b20_relu does not need backward computation. +I1014 18:27:49.341231 1250 net.cpp:202] res4b20 does not need backward computation. +I1014 18:27:49.341239 1250 net.cpp:202] scale4b20_branch2c does not need backward computation. +I1014 18:27:49.341244 1250 net.cpp:202] bn4b20_branch2c does not need backward computation. +I1014 18:27:49.341251 1250 net.cpp:202] res4b20_branch2c does not need backward computation. +I1014 18:27:49.341259 1250 net.cpp:202] res4b20_branch2b_relu does not need backward computation. +I1014 18:27:49.341262 1250 net.cpp:202] scale4b20_branch2b does not need backward computation. +I1014 18:27:49.341267 1250 net.cpp:202] bn4b20_branch2b does not need backward computation. +I1014 18:27:49.341274 1250 net.cpp:202] res4b20_branch2b does not need backward computation. +I1014 18:27:49.341280 1250 net.cpp:202] res4b20_branch2a_relu does not need backward computation. +I1014 18:27:49.341289 1250 net.cpp:202] scale4b20_branch2a does not need backward computation. +I1014 18:27:49.341297 1250 net.cpp:202] bn4b20_branch2a does not need backward computation. +I1014 18:27:49.341305 1250 net.cpp:202] res4b20_branch2a does not need backward computation. +I1014 18:27:49.341311 1250 net.cpp:202] res4b19_res4b19_relu_0_split does not need backward computation. +I1014 18:27:49.341317 1250 net.cpp:202] res4b19_relu does not need backward computation. +I1014 18:27:49.341323 1250 net.cpp:202] res4b19 does not need backward computation. +I1014 18:27:49.341332 1250 net.cpp:202] scale4b19_branch2c does not need backward computation. +I1014 18:27:49.341338 1250 net.cpp:202] bn4b19_branch2c does not need backward computation. +I1014 18:27:49.341346 1250 net.cpp:202] res4b19_branch2c does not need backward computation. +I1014 18:27:49.341351 1250 net.cpp:202] res4b19_branch2b_relu does not need backward computation. +I1014 18:27:49.341356 1250 net.cpp:202] scale4b19_branch2b does not need backward computation. +I1014 18:27:49.341362 1250 net.cpp:202] bn4b19_branch2b does not need backward computation. +I1014 18:27:49.341368 1250 net.cpp:202] res4b19_branch2b does not need backward computation. +I1014 18:27:49.341377 1250 net.cpp:202] res4b19_branch2a_relu does not need backward computation. +I1014 18:27:49.341382 1250 net.cpp:202] scale4b19_branch2a does not need backward computation. +I1014 18:27:49.341387 1250 net.cpp:202] bn4b19_branch2a does not need backward computation. +I1014 18:27:49.341398 1250 net.cpp:202] res4b19_branch2a does not need backward computation. +I1014 18:27:49.341404 1250 net.cpp:202] res4b18_res4b18_relu_0_split does not need backward computation. +I1014 18:27:49.341413 1250 net.cpp:202] res4b18_relu does not need backward computation. +I1014 18:27:49.341419 1250 net.cpp:202] res4b18 does not need backward computation. +I1014 18:27:49.341428 1250 net.cpp:202] scale4b18_branch2c does not need backward computation. +I1014 18:27:49.341434 1250 net.cpp:202] bn4b18_branch2c does not need backward computation. +I1014 18:27:49.341439 1250 net.cpp:202] res4b18_branch2c does not need backward computation. +I1014 18:27:49.341446 1250 net.cpp:202] res4b18_branch2b_relu does not need backward computation. +I1014 18:27:49.341452 1250 net.cpp:202] scale4b18_branch2b does not need backward computation. +I1014 18:27:49.341459 1250 net.cpp:202] bn4b18_branch2b does not need backward computation. +I1014 18:27:49.341465 1250 net.cpp:202] res4b18_branch2b does not need backward computation. +I1014 18:27:49.341473 1250 net.cpp:202] res4b18_branch2a_relu does not need backward computation. +I1014 18:27:49.341480 1250 net.cpp:202] scale4b18_branch2a does not need backward computation. +I1014 18:27:49.341486 1250 net.cpp:202] bn4b18_branch2a does not need backward computation. +I1014 18:27:49.341495 1250 net.cpp:202] res4b18_branch2a does not need backward computation. +I1014 18:27:49.341502 1250 net.cpp:202] res4b17_res4b17_relu_0_split does not need backward computation. +I1014 18:27:49.341513 1250 net.cpp:202] res4b17_relu does not need backward computation. +I1014 18:27:49.341521 1250 net.cpp:202] res4b17 does not need backward computation. +I1014 18:27:49.341527 1250 net.cpp:202] scale4b17_branch2c does not need backward computation. +I1014 18:27:49.341534 1250 net.cpp:202] bn4b17_branch2c does not need backward computation. +I1014 18:27:49.341540 1250 net.cpp:202] res4b17_branch2c does not need backward computation. +I1014 18:27:49.341547 1250 net.cpp:202] res4b17_branch2b_relu does not need backward computation. +I1014 18:27:49.341553 1250 net.cpp:202] scale4b17_branch2b does not need backward computation. +I1014 18:27:49.341562 1250 net.cpp:202] bn4b17_branch2b does not need backward computation. +I1014 18:27:49.341570 1250 net.cpp:202] res4b17_branch2b does not need backward computation. +I1014 18:27:49.341576 1250 net.cpp:202] res4b17_branch2a_relu does not need backward computation. +I1014 18:27:49.341583 1250 net.cpp:202] scale4b17_branch2a does not need backward computation. +I1014 18:27:49.341589 1250 net.cpp:202] bn4b17_branch2a does not need backward computation. +I1014 18:27:49.341596 1250 net.cpp:202] res4b17_branch2a does not need backward computation. +I1014 18:27:49.341603 1250 net.cpp:202] res4b16_res4b16_relu_0_split does not need backward computation. +I1014 18:27:49.341609 1250 net.cpp:202] res4b16_relu does not need backward computation. +I1014 18:27:49.341617 1250 net.cpp:202] res4b16 does not need backward computation. +I1014 18:27:49.341625 1250 net.cpp:202] scale4b16_branch2c does not need backward computation. +I1014 18:27:49.341631 1250 net.cpp:202] bn4b16_branch2c does not need backward computation. +I1014 18:27:49.341639 1250 net.cpp:202] res4b16_branch2c does not need backward computation. +I1014 18:27:49.341645 1250 net.cpp:202] res4b16_branch2b_relu does not need backward computation. +I1014 18:27:49.341650 1250 net.cpp:202] scale4b16_branch2b does not need backward computation. +I1014 18:27:49.341655 1250 net.cpp:202] bn4b16_branch2b does not need backward computation. +I1014 18:27:49.341661 1250 net.cpp:202] res4b16_branch2b does not need backward computation. +I1014 18:27:49.341667 1250 net.cpp:202] res4b16_branch2a_relu does not need backward computation. +I1014 18:27:49.341673 1250 net.cpp:202] scale4b16_branch2a does not need backward computation. +I1014 18:27:49.341680 1250 net.cpp:202] bn4b16_branch2a does not need backward computation. +I1014 18:27:49.341686 1250 net.cpp:202] res4b16_branch2a does not need backward computation. +I1014 18:27:49.341696 1250 net.cpp:202] res4b15_res4b15_relu_0_split does not need backward computation. +I1014 18:27:49.341701 1250 net.cpp:202] res4b15_relu does not need backward computation. +I1014 18:27:49.341709 1250 net.cpp:202] res4b15 does not need backward computation. +I1014 18:27:49.341718 1250 net.cpp:202] scale4b15_branch2c does not need backward computation. +I1014 18:27:49.341723 1250 net.cpp:202] bn4b15_branch2c does not need backward computation. +I1014 18:27:49.341729 1250 net.cpp:202] res4b15_branch2c does not need backward computation. +I1014 18:27:49.341737 1250 net.cpp:202] res4b15_branch2b_relu does not need backward computation. +I1014 18:27:49.341742 1250 net.cpp:202] scale4b15_branch2b does not need backward computation. +I1014 18:27:49.341748 1250 net.cpp:202] bn4b15_branch2b does not need backward computation. +I1014 18:27:49.341755 1250 net.cpp:202] res4b15_branch2b does not need backward computation. +I1014 18:27:49.341761 1250 net.cpp:202] res4b15_branch2a_relu does not need backward computation. +I1014 18:27:49.341768 1250 net.cpp:202] scale4b15_branch2a does not need backward computation. +I1014 18:27:49.341774 1250 net.cpp:202] bn4b15_branch2a does not need backward computation. +I1014 18:27:49.341781 1250 net.cpp:202] res4b15_branch2a does not need backward computation. +I1014 18:27:49.341787 1250 net.cpp:202] res4b14_res4b14_relu_0_split does not need backward computation. +I1014 18:27:49.341794 1250 net.cpp:202] res4b14_relu does not need backward computation. +I1014 18:27:49.341800 1250 net.cpp:202] res4b14 does not need backward computation. +I1014 18:27:49.341809 1250 net.cpp:202] scale4b14_branch2c does not need backward computation. +I1014 18:27:49.341814 1250 net.cpp:202] bn4b14_branch2c does not need backward computation. +I1014 18:27:49.341821 1250 net.cpp:202] res4b14_branch2c does not need backward computation. +I1014 18:27:49.341830 1250 net.cpp:202] res4b14_branch2b_relu does not need backward computation. +I1014 18:27:49.341835 1250 net.cpp:202] scale4b14_branch2b does not need backward computation. +I1014 18:27:49.341840 1250 net.cpp:202] bn4b14_branch2b does not need backward computation. +I1014 18:27:49.341847 1250 net.cpp:202] res4b14_branch2b does not need backward computation. +I1014 18:27:49.341856 1250 net.cpp:202] res4b14_branch2a_relu does not need backward computation. +I1014 18:27:49.341861 1250 net.cpp:202] scale4b14_branch2a does not need backward computation. +I1014 18:27:49.341868 1250 net.cpp:202] bn4b14_branch2a does not need backward computation. +I1014 18:27:49.341876 1250 net.cpp:202] res4b14_branch2a does not need backward computation. +I1014 18:27:49.341882 1250 net.cpp:202] res4b13_res4b13_relu_0_split does not need backward computation. +I1014 18:27:49.341891 1250 net.cpp:202] res4b13_relu does not need backward computation. +I1014 18:27:49.341897 1250 net.cpp:202] res4b13 does not need backward computation. +I1014 18:27:49.341903 1250 net.cpp:202] scale4b13_branch2c does not need backward computation. +I1014 18:27:49.341910 1250 net.cpp:202] bn4b13_branch2c does not need backward computation. +I1014 18:27:49.341918 1250 net.cpp:202] res4b13_branch2c does not need backward computation. +I1014 18:27:49.341925 1250 net.cpp:202] res4b13_branch2b_relu does not need backward computation. +I1014 18:27:49.341931 1250 net.cpp:202] scale4b13_branch2b does not need backward computation. +I1014 18:27:49.341938 1250 net.cpp:202] bn4b13_branch2b does not need backward computation. +I1014 18:27:49.341944 1250 net.cpp:202] res4b13_branch2b does not need backward computation. +I1014 18:27:49.341951 1250 net.cpp:202] res4b13_branch2a_relu does not need backward computation. +I1014 18:27:49.341958 1250 net.cpp:202] scale4b13_branch2a does not need backward computation. +I1014 18:27:49.341961 1250 net.cpp:202] bn4b13_branch2a does not need backward computation. +I1014 18:27:49.341969 1250 net.cpp:202] res4b13_branch2a does not need backward computation. +I1014 18:27:49.341974 1250 net.cpp:202] res4b12_res4b12_relu_0_split does not need backward computation. +I1014 18:27:49.341980 1250 net.cpp:202] res4b12_relu does not need backward computation. +I1014 18:27:49.341985 1250 net.cpp:202] res4b12 does not need backward computation. +I1014 18:27:49.342000 1250 net.cpp:202] scale4b12_branch2c does not need backward computation. +I1014 18:27:49.342006 1250 net.cpp:202] bn4b12_branch2c does not need backward computation. +I1014 18:27:49.342012 1250 net.cpp:202] res4b12_branch2c does not need backward computation. +I1014 18:27:49.342020 1250 net.cpp:202] res4b12_branch2b_relu does not need backward computation. +I1014 18:27:49.342025 1250 net.cpp:202] scale4b12_branch2b does not need backward computation. +I1014 18:27:49.342032 1250 net.cpp:202] bn4b12_branch2b does not need backward computation. +I1014 18:27:49.342037 1250 net.cpp:202] res4b12_branch2b does not need backward computation. +I1014 18:27:49.342044 1250 net.cpp:202] res4b12_branch2a_relu does not need backward computation. +I1014 18:27:49.342051 1250 net.cpp:202] scale4b12_branch2a does not need backward computation. +I1014 18:27:49.342056 1250 net.cpp:202] bn4b12_branch2a does not need backward computation. +I1014 18:27:49.342062 1250 net.cpp:202] res4b12_branch2a does not need backward computation. +I1014 18:27:49.342070 1250 net.cpp:202] res4b11_res4b11_relu_0_split does not need backward computation. +I1014 18:27:49.342077 1250 net.cpp:202] res4b11_relu does not need backward computation. +I1014 18:27:49.342082 1250 net.cpp:202] res4b11 does not need backward computation. +I1014 18:27:49.342089 1250 net.cpp:202] scale4b11_branch2c does not need backward computation. +I1014 18:27:49.342095 1250 net.cpp:202] bn4b11_branch2c does not need backward computation. +I1014 18:27:49.342103 1250 net.cpp:202] res4b11_branch2c does not need backward computation. +I1014 18:27:49.342109 1250 net.cpp:202] res4b11_branch2b_relu does not need backward computation. +I1014 18:27:49.342116 1250 net.cpp:202] scale4b11_branch2b does not need backward computation. +I1014 18:27:49.342120 1250 net.cpp:202] bn4b11_branch2b does not need backward computation. +I1014 18:27:49.342128 1250 net.cpp:202] res4b11_branch2b does not need backward computation. +I1014 18:27:49.342135 1250 net.cpp:202] res4b11_branch2a_relu does not need backward computation. +I1014 18:27:49.342140 1250 net.cpp:202] scale4b11_branch2a does not need backward computation. +I1014 18:27:49.342146 1250 net.cpp:202] bn4b11_branch2a does not need backward computation. +I1014 18:27:49.342151 1250 net.cpp:202] res4b11_branch2a does not need backward computation. +I1014 18:27:49.342159 1250 net.cpp:202] res4b10_res4b10_relu_0_split does not need backward computation. +I1014 18:27:49.342164 1250 net.cpp:202] res4b10_relu does not need backward computation. +I1014 18:27:49.342167 1250 net.cpp:202] res4b10 does not need backward computation. +I1014 18:27:49.342175 1250 net.cpp:202] scale4b10_branch2c does not need backward computation. +I1014 18:27:49.342181 1250 net.cpp:202] bn4b10_branch2c does not need backward computation. +I1014 18:27:49.342188 1250 net.cpp:202] res4b10_branch2c does not need backward computation. +I1014 18:27:49.342195 1250 net.cpp:202] res4b10_branch2b_relu does not need backward computation. +I1014 18:27:49.342202 1250 net.cpp:202] scale4b10_branch2b does not need backward computation. +I1014 18:27:49.342208 1250 net.cpp:202] bn4b10_branch2b does not need backward computation. +I1014 18:27:49.342214 1250 net.cpp:202] res4b10_branch2b does not need backward computation. +I1014 18:27:49.342221 1250 net.cpp:202] res4b10_branch2a_relu does not need backward computation. +I1014 18:27:49.342226 1250 net.cpp:202] scale4b10_branch2a does not need backward computation. +I1014 18:27:49.342231 1250 net.cpp:202] bn4b10_branch2a does not need backward computation. +I1014 18:27:49.342238 1250 net.cpp:202] res4b10_branch2a does not need backward computation. +I1014 18:27:49.342244 1250 net.cpp:202] res4b9_res4b9_relu_0_split does not need backward computation. +I1014 18:27:49.342250 1250 net.cpp:202] res4b9_relu does not need backward computation. +I1014 18:27:49.342257 1250 net.cpp:202] res4b9 does not need backward computation. +I1014 18:27:49.342264 1250 net.cpp:202] scale4b9_branch2c does not need backward computation. +I1014 18:27:49.342274 1250 net.cpp:202] bn4b9_branch2c does not need backward computation. +I1014 18:27:49.342283 1250 net.cpp:202] res4b9_branch2c does not need backward computation. +I1014 18:27:49.342289 1250 net.cpp:202] res4b9_branch2b_relu does not need backward computation. +I1014 18:27:49.342295 1250 net.cpp:202] scale4b9_branch2b does not need backward computation. +I1014 18:27:49.342300 1250 net.cpp:202] bn4b9_branch2b does not need backward computation. +I1014 18:27:49.342308 1250 net.cpp:202] res4b9_branch2b does not need backward computation. +I1014 18:27:49.342316 1250 net.cpp:202] res4b9_branch2a_relu does not need backward computation. +I1014 18:27:49.342322 1250 net.cpp:202] scale4b9_branch2a does not need backward computation. +I1014 18:27:49.342327 1250 net.cpp:202] bn4b9_branch2a does not need backward computation. +I1014 18:27:49.342334 1250 net.cpp:202] res4b9_branch2a does not need backward computation. +I1014 18:27:49.342340 1250 net.cpp:202] res4b8_res4b8_relu_0_split does not need backward computation. +I1014 18:27:49.342346 1250 net.cpp:202] res4b8_relu does not need backward computation. +I1014 18:27:49.342353 1250 net.cpp:202] res4b8 does not need backward computation. +I1014 18:27:49.342360 1250 net.cpp:202] scale4b8_branch2c does not need backward computation. +I1014 18:27:49.342366 1250 net.cpp:202] bn4b8_branch2c does not need backward computation. +I1014 18:27:49.342373 1250 net.cpp:202] res4b8_branch2c does not need backward computation. +I1014 18:27:49.342381 1250 net.cpp:202] res4b8_branch2b_relu does not need backward computation. +I1014 18:27:49.342386 1250 net.cpp:202] scale4b8_branch2b does not need backward computation. +I1014 18:27:49.342392 1250 net.cpp:202] bn4b8_branch2b does not need backward computation. +I1014 18:27:49.342399 1250 net.cpp:202] res4b8_branch2b does not need backward computation. +I1014 18:27:49.342406 1250 net.cpp:202] res4b8_branch2a_relu does not need backward computation. +I1014 18:27:49.342412 1250 net.cpp:202] scale4b8_branch2a does not need backward computation. +I1014 18:27:49.342418 1250 net.cpp:202] bn4b8_branch2a does not need backward computation. +I1014 18:27:49.342425 1250 net.cpp:202] res4b8_branch2a does not need backward computation. +I1014 18:27:49.342432 1250 net.cpp:202] res4b7_res4b7_relu_0_split does not need backward computation. +I1014 18:27:49.342440 1250 net.cpp:202] res4b7_relu does not need backward computation. +I1014 18:27:49.342447 1250 net.cpp:202] res4b7 does not need backward computation. +I1014 18:27:49.342454 1250 net.cpp:202] scale4b7_branch2c does not need backward computation. +I1014 18:27:49.342460 1250 net.cpp:202] bn4b7_branch2c does not need backward computation. +I1014 18:27:49.342468 1250 net.cpp:202] res4b7_branch2c does not need backward computation. +I1014 18:27:49.342481 1250 net.cpp:202] res4b7_branch2b_relu does not need backward computation. +I1014 18:27:49.342489 1250 net.cpp:202] scale4b7_branch2b does not need backward computation. +I1014 18:27:49.342494 1250 net.cpp:202] bn4b7_branch2b does not need backward computation. +I1014 18:27:49.342500 1250 net.cpp:202] res4b7_branch2b does not need backward computation. +I1014 18:27:49.342509 1250 net.cpp:202] res4b7_branch2a_relu does not need backward computation. +I1014 18:27:49.342514 1250 net.cpp:202] scale4b7_branch2a does not need backward computation. +I1014 18:27:49.342521 1250 net.cpp:202] bn4b7_branch2a does not need backward computation. +I1014 18:27:49.342528 1250 net.cpp:202] res4b7_branch2a does not need backward computation. +I1014 18:27:49.342535 1250 net.cpp:202] res4b6_res4b6_relu_0_split does not need backward computation. +I1014 18:27:49.342541 1250 net.cpp:202] res4b6_relu does not need backward computation. +I1014 18:27:49.342546 1250 net.cpp:202] res4b6 does not need backward computation. +I1014 18:27:49.342553 1250 net.cpp:202] scale4b6_branch2c does not need backward computation. +I1014 18:27:49.342558 1250 net.cpp:202] bn4b6_branch2c does not need backward computation. +I1014 18:27:49.342566 1250 net.cpp:202] res4b6_branch2c does not need backward computation. +I1014 18:27:49.342574 1250 net.cpp:202] res4b6_branch2b_relu does not need backward computation. +I1014 18:27:49.342581 1250 net.cpp:202] scale4b6_branch2b does not need backward computation. +I1014 18:27:49.342586 1250 net.cpp:202] bn4b6_branch2b does not need backward computation. +I1014 18:27:49.342593 1250 net.cpp:202] res4b6_branch2b does not need backward computation. +I1014 18:27:49.342600 1250 net.cpp:202] res4b6_branch2a_relu does not need backward computation. +I1014 18:27:49.342605 1250 net.cpp:202] scale4b6_branch2a does not need backward computation. +I1014 18:27:49.342612 1250 net.cpp:202] bn4b6_branch2a does not need backward computation. +I1014 18:27:49.342618 1250 net.cpp:202] res4b6_branch2a does not need backward computation. +I1014 18:27:49.342623 1250 net.cpp:202] res4b5_res4b5_relu_0_split does not need backward computation. +I1014 18:27:49.342631 1250 net.cpp:202] res4b5_relu does not need backward computation. +I1014 18:27:49.342639 1250 net.cpp:202] res4b5 does not need backward computation. +I1014 18:27:49.342646 1250 net.cpp:202] scale4b5_branch2c does not need backward computation. +I1014 18:27:49.342651 1250 net.cpp:202] bn4b5_branch2c does not need backward computation. +I1014 18:27:49.342658 1250 net.cpp:202] res4b5_branch2c does not need backward computation. +I1014 18:27:49.342664 1250 net.cpp:202] res4b5_branch2b_relu does not need backward computation. +I1014 18:27:49.342669 1250 net.cpp:202] scale4b5_branch2b does not need backward computation. +I1014 18:27:49.342672 1250 net.cpp:202] bn4b5_branch2b does not need backward computation. +I1014 18:27:49.342679 1250 net.cpp:202] res4b5_branch2b does not need backward computation. +I1014 18:27:49.342686 1250 net.cpp:202] res4b5_branch2a_relu does not need backward computation. +I1014 18:27:49.342692 1250 net.cpp:202] scale4b5_branch2a does not need backward computation. +I1014 18:27:49.342697 1250 net.cpp:202] bn4b5_branch2a does not need backward computation. +I1014 18:27:49.342702 1250 net.cpp:202] res4b5_branch2a does not need backward computation. +I1014 18:27:49.342710 1250 net.cpp:202] res4b4_res4b4_relu_0_split does not need backward computation. +I1014 18:27:49.342715 1250 net.cpp:202] res4b4_relu does not need backward computation. +I1014 18:27:49.342720 1250 net.cpp:202] res4b4 does not need backward computation. +I1014 18:27:49.342727 1250 net.cpp:202] scale4b4_branch2c does not need backward computation. +I1014 18:27:49.342733 1250 net.cpp:202] bn4b4_branch2c does not need backward computation. +I1014 18:27:49.342739 1250 net.cpp:202] res4b4_branch2c does not need backward computation. +I1014 18:27:49.342746 1250 net.cpp:202] res4b4_branch2b_relu does not need backward computation. +I1014 18:27:49.342751 1250 net.cpp:202] scale4b4_branch2b does not need backward computation. +I1014 18:27:49.342756 1250 net.cpp:202] bn4b4_branch2b does not need backward computation. +I1014 18:27:49.342762 1250 net.cpp:202] res4b4_branch2b does not need backward computation. +I1014 18:27:49.342769 1250 net.cpp:202] res4b4_branch2a_relu does not need backward computation. +I1014 18:27:49.342777 1250 net.cpp:202] scale4b4_branch2a does not need backward computation. +I1014 18:27:49.342785 1250 net.cpp:202] bn4b4_branch2a does not need backward computation. +I1014 18:27:49.342792 1250 net.cpp:202] res4b4_branch2a does not need backward computation. +I1014 18:27:49.342797 1250 net.cpp:202] res4b3_res4b3_relu_0_split does not need backward computation. +I1014 18:27:49.342803 1250 net.cpp:202] res4b3_relu does not need backward computation. +I1014 18:27:49.342810 1250 net.cpp:202] res4b3 does not need backward computation. +I1014 18:27:49.342818 1250 net.cpp:202] scale4b3_branch2c does not need backward computation. +I1014 18:27:49.342825 1250 net.cpp:202] bn4b3_branch2c does not need backward computation. +I1014 18:27:49.342831 1250 net.cpp:202] res4b3_branch2c does not need backward computation. +I1014 18:27:49.342839 1250 net.cpp:202] res4b3_branch2b_relu does not need backward computation. +I1014 18:27:49.342847 1250 net.cpp:202] scale4b3_branch2b does not need backward computation. +I1014 18:27:49.342852 1250 net.cpp:202] bn4b3_branch2b does not need backward computation. +I1014 18:27:49.342859 1250 net.cpp:202] res4b3_branch2b does not need backward computation. +I1014 18:27:49.342866 1250 net.cpp:202] res4b3_branch2a_relu does not need backward computation. +I1014 18:27:49.342872 1250 net.cpp:202] scale4b3_branch2a does not need backward computation. +I1014 18:27:49.342877 1250 net.cpp:202] bn4b3_branch2a does not need backward computation. +I1014 18:27:49.342885 1250 net.cpp:202] res4b3_branch2a does not need backward computation. +I1014 18:27:49.342890 1250 net.cpp:202] res4b2_res4b2_relu_0_split does not need backward computation. +I1014 18:27:49.342896 1250 net.cpp:202] res4b2_relu does not need backward computation. +I1014 18:27:49.342902 1250 net.cpp:202] res4b2 does not need backward computation. +I1014 18:27:49.342909 1250 net.cpp:202] scale4b2_branch2c does not need backward computation. +I1014 18:27:49.342914 1250 net.cpp:202] bn4b2_branch2c does not need backward computation. +I1014 18:27:49.342921 1250 net.cpp:202] res4b2_branch2c does not need backward computation. +I1014 18:27:49.342929 1250 net.cpp:202] res4b2_branch2b_relu does not need backward computation. +I1014 18:27:49.342934 1250 net.cpp:202] scale4b2_branch2b does not need backward computation. +I1014 18:27:49.342939 1250 net.cpp:202] bn4b2_branch2b does not need backward computation. +I1014 18:27:49.342947 1250 net.cpp:202] res4b2_branch2b does not need backward computation. +I1014 18:27:49.342954 1250 net.cpp:202] res4b2_branch2a_relu does not need backward computation. +I1014 18:27:49.342960 1250 net.cpp:202] scale4b2_branch2a does not need backward computation. +I1014 18:27:49.342967 1250 net.cpp:202] bn4b2_branch2a does not need backward computation. +I1014 18:27:49.342972 1250 net.cpp:202] res4b2_branch2a does not need backward computation. +I1014 18:27:49.342979 1250 net.cpp:202] res4b1_res4b1_relu_0_split does not need backward computation. +I1014 18:27:49.342986 1250 net.cpp:202] res4b1_relu does not need backward computation. +I1014 18:27:49.342990 1250 net.cpp:202] res4b1 does not need backward computation. +I1014 18:27:49.342999 1250 net.cpp:202] scale4b1_branch2c does not need backward computation. +I1014 18:27:49.343004 1250 net.cpp:202] bn4b1_branch2c does not need backward computation. +I1014 18:27:49.343010 1250 net.cpp:202] res4b1_branch2c does not need backward computation. +I1014 18:27:49.343016 1250 net.cpp:202] res4b1_branch2b_relu does not need backward computation. +I1014 18:27:49.343021 1250 net.cpp:202] scale4b1_branch2b does not need backward computation. +I1014 18:27:49.343025 1250 net.cpp:202] bn4b1_branch2b does not need backward computation. +I1014 18:27:49.343030 1250 net.cpp:202] res4b1_branch2b does not need backward computation. +I1014 18:27:49.343039 1250 net.cpp:202] res4b1_branch2a_relu does not need backward computation. +I1014 18:27:49.343044 1250 net.cpp:202] scale4b1_branch2a does not need backward computation. +I1014 18:27:49.343050 1250 net.cpp:202] bn4b1_branch2a does not need backward computation. +I1014 18:27:49.343055 1250 net.cpp:202] res4b1_branch2a does not need backward computation. +I1014 18:27:49.343061 1250 net.cpp:202] res4a_res4a_relu_0_split does not need backward computation. +I1014 18:27:49.343067 1250 net.cpp:202] res4a_relu does not need backward computation. +I1014 18:27:49.343072 1250 net.cpp:202] res4a does not need backward computation. +I1014 18:27:49.343078 1250 net.cpp:202] scale4a_branch2c does not need backward computation. +I1014 18:27:49.343085 1250 net.cpp:202] bn4a_branch2c does not need backward computation. +I1014 18:27:49.343091 1250 net.cpp:202] res4a_branch2c does not need backward computation. +I1014 18:27:49.343099 1250 net.cpp:202] res4a_branch2b_relu does not need backward computation. +I1014 18:27:49.343106 1250 net.cpp:202] scale4a_branch2b does not need backward computation. +I1014 18:27:49.343111 1250 net.cpp:202] bn4a_branch2b does not need backward computation. +I1014 18:27:49.343119 1250 net.cpp:202] res4a_branch2b does not need backward computation. +I1014 18:27:49.343127 1250 net.cpp:202] res4a_branch2a_relu does not need backward computation. +I1014 18:27:49.343132 1250 net.cpp:202] scale4a_branch2a does not need backward computation. +I1014 18:27:49.343137 1250 net.cpp:202] bn4a_branch2a does not need backward computation. +I1014 18:27:49.343142 1250 net.cpp:202] res4a_branch2a does not need backward computation. +I1014 18:27:49.343148 1250 net.cpp:202] scale4a_branch1 does not need backward computation. +I1014 18:27:49.343153 1250 net.cpp:202] bn4a_branch1 does not need backward computation. +I1014 18:27:49.343159 1250 net.cpp:202] res4a_branch1 does not need backward computation. +I1014 18:27:49.343165 1250 net.cpp:202] res3b3_res3b3_relu_0_split does not need backward computation. +I1014 18:27:49.343173 1250 net.cpp:202] res3b3_relu does not need backward computation. +I1014 18:27:49.343176 1250 net.cpp:202] res3b3 does not need backward computation. +I1014 18:27:49.343185 1250 net.cpp:202] scale3b3_branch2c does not need backward computation. +I1014 18:27:49.343190 1250 net.cpp:202] bn3b3_branch2c does not need backward computation. +I1014 18:27:49.343196 1250 net.cpp:202] res3b3_branch2c does not need backward computation. +I1014 18:27:49.343205 1250 net.cpp:202] res3b3_branch2b_relu does not need backward computation. +I1014 18:27:49.343209 1250 net.cpp:202] scale3b3_branch2b does not need backward computation. +I1014 18:27:49.343215 1250 net.cpp:202] bn3b3_branch2b does not need backward computation. +I1014 18:27:49.343220 1250 net.cpp:202] res3b3_branch2b does not need backward computation. +I1014 18:27:49.343228 1250 net.cpp:202] res3b3_branch2a_relu does not need backward computation. +I1014 18:27:49.343235 1250 net.cpp:202] scale3b3_branch2a does not need backward computation. +I1014 18:27:49.343240 1250 net.cpp:202] bn3b3_branch2a does not need backward computation. +I1014 18:27:49.343245 1250 net.cpp:202] res3b3_branch2a does not need backward computation. +I1014 18:27:49.343252 1250 net.cpp:202] res3b2_res3b2_relu_0_split does not need backward computation. +I1014 18:27:49.343257 1250 net.cpp:202] res3b2_relu does not need backward computation. +I1014 18:27:49.343264 1250 net.cpp:202] res3b2 does not need backward computation. +I1014 18:27:49.343271 1250 net.cpp:202] scale3b2_branch2c does not need backward computation. +I1014 18:27:49.343276 1250 net.cpp:202] bn3b2_branch2c does not need backward computation. +I1014 18:27:49.343284 1250 net.cpp:202] res3b2_branch2c does not need backward computation. +I1014 18:27:49.343291 1250 net.cpp:202] res3b2_branch2b_relu does not need backward computation. +I1014 18:27:49.343295 1250 net.cpp:202] scale3b2_branch2b does not need backward computation. +I1014 18:27:49.343300 1250 net.cpp:202] bn3b2_branch2b does not need backward computation. +I1014 18:27:49.343305 1250 net.cpp:202] res3b2_branch2b does not need backward computation. +I1014 18:27:49.343310 1250 net.cpp:202] res3b2_branch2a_relu does not need backward computation. +I1014 18:27:49.343317 1250 net.cpp:202] scale3b2_branch2a does not need backward computation. +I1014 18:27:49.343323 1250 net.cpp:202] bn3b2_branch2a does not need backward computation. +I1014 18:27:49.343328 1250 net.cpp:202] res3b2_branch2a does not need backward computation. +I1014 18:27:49.343333 1250 net.cpp:202] res3b1_res3b1_relu_0_split does not need backward computation. +I1014 18:27:49.343338 1250 net.cpp:202] res3b1_relu does not need backward computation. +I1014 18:27:49.343344 1250 net.cpp:202] res3b1 does not need backward computation. +I1014 18:27:49.343353 1250 net.cpp:202] scale3b1_branch2c does not need backward computation. +I1014 18:27:49.343358 1250 net.cpp:202] bn3b1_branch2c does not need backward computation. +I1014 18:27:49.343361 1250 net.cpp:202] res3b1_branch2c does not need backward computation. +I1014 18:27:49.343369 1250 net.cpp:202] res3b1_branch2b_relu does not need backward computation. +I1014 18:27:49.343375 1250 net.cpp:202] scale3b1_branch2b does not need backward computation. +I1014 18:27:49.343384 1250 net.cpp:202] bn3b1_branch2b does not need backward computation. +I1014 18:27:49.343390 1250 net.cpp:202] res3b1_branch2b does not need backward computation. +I1014 18:27:49.343399 1250 net.cpp:202] res3b1_branch2a_relu does not need backward computation. +I1014 18:27:49.343405 1250 net.cpp:202] scale3b1_branch2a does not need backward computation. +I1014 18:27:49.343411 1250 net.cpp:202] bn3b1_branch2a does not need backward computation. +I1014 18:27:49.343417 1250 net.cpp:202] res3b1_branch2a does not need backward computation. +I1014 18:27:49.343425 1250 net.cpp:202] res3a_res3a_relu_0_split does not need backward computation. +I1014 18:27:49.343432 1250 net.cpp:202] res3a_relu does not need backward computation. +I1014 18:27:49.343438 1250 net.cpp:202] res3a does not need backward computation. +I1014 18:27:49.343446 1250 net.cpp:202] scale3a_branch2c does not need backward computation. +I1014 18:27:49.343451 1250 net.cpp:202] bn3a_branch2c does not need backward computation. +I1014 18:27:49.343456 1250 net.cpp:202] res3a_branch2c does not need backward computation. +I1014 18:27:49.343462 1250 net.cpp:202] res3a_branch2b_relu does not need backward computation. +I1014 18:27:49.343467 1250 net.cpp:202] scale3a_branch2b does not need backward computation. +I1014 18:27:49.343473 1250 net.cpp:202] bn3a_branch2b does not need backward computation. +I1014 18:27:49.343478 1250 net.cpp:202] res3a_branch2b does not need backward computation. +I1014 18:27:49.343485 1250 net.cpp:202] res3a_branch2a_relu does not need backward computation. +I1014 18:27:49.343489 1250 net.cpp:202] scale3a_branch2a does not need backward computation. +I1014 18:27:49.343495 1250 net.cpp:202] bn3a_branch2a does not need backward computation. +I1014 18:27:49.343500 1250 net.cpp:202] res3a_branch2a does not need backward computation. +I1014 18:27:49.343508 1250 net.cpp:202] scale3a_branch1 does not need backward computation. +I1014 18:27:49.343513 1250 net.cpp:202] bn3a_branch1 does not need backward computation. +I1014 18:27:49.343518 1250 net.cpp:202] res3a_branch1 does not need backward computation. +I1014 18:27:49.343524 1250 net.cpp:202] res2c_res2c_relu_0_split does not need backward computation. +I1014 18:27:49.343531 1250 net.cpp:202] res2c_relu does not need backward computation. +I1014 18:27:49.343536 1250 net.cpp:202] res2c does not need backward computation. +I1014 18:27:49.343544 1250 net.cpp:202] scale2c_branch2c does not need backward computation. +I1014 18:27:49.343549 1250 net.cpp:202] bn2c_branch2c does not need backward computation. +I1014 18:27:49.343552 1250 net.cpp:202] res2c_branch2c does not need backward computation. +I1014 18:27:49.343559 1250 net.cpp:202] res2c_branch2b_relu does not need backward computation. +I1014 18:27:49.343575 1250 net.cpp:202] scale2c_branch2b does not need backward computation. +I1014 18:27:49.343582 1250 net.cpp:202] bn2c_branch2b does not need backward computation. +I1014 18:27:49.343590 1250 net.cpp:202] res2c_branch2b does not need backward computation. +I1014 18:27:49.343596 1250 net.cpp:202] res2c_branch2a_relu does not need backward computation. +I1014 18:27:49.343603 1250 net.cpp:202] scale2c_branch2a does not need backward computation. +I1014 18:27:49.343607 1250 net.cpp:202] bn2c_branch2a does not need backward computation. +I1014 18:27:49.343612 1250 net.cpp:202] res2c_branch2a does not need backward computation. +I1014 18:27:49.343619 1250 net.cpp:202] res2b_res2b_relu_0_split does not need backward computation. +I1014 18:27:49.343626 1250 net.cpp:202] res2b_relu does not need backward computation. +I1014 18:27:49.343632 1250 net.cpp:202] res2b does not need backward computation. +I1014 18:27:49.343639 1250 net.cpp:202] scale2b_branch2c does not need backward computation. +I1014 18:27:49.343646 1250 net.cpp:202] bn2b_branch2c does not need backward computation. +I1014 18:27:49.343650 1250 net.cpp:202] res2b_branch2c does not need backward computation. +I1014 18:27:49.343658 1250 net.cpp:202] res2b_branch2b_relu does not need backward computation. +I1014 18:27:49.343668 1250 net.cpp:202] scale2b_branch2b does not need backward computation. +I1014 18:27:49.343673 1250 net.cpp:202] bn2b_branch2b does not need backward computation. +I1014 18:27:49.343680 1250 net.cpp:202] res2b_branch2b does not need backward computation. +I1014 18:27:49.343688 1250 net.cpp:202] res2b_branch2a_relu does not need backward computation. +I1014 18:27:49.343693 1250 net.cpp:202] scale2b_branch2a does not need backward computation. +I1014 18:27:49.343700 1250 net.cpp:202] bn2b_branch2a does not need backward computation. +I1014 18:27:49.343708 1250 net.cpp:202] res2b_branch2a does not need backward computation. +I1014 18:27:49.343713 1250 net.cpp:202] res2a_res2a_relu_0_split does not need backward computation. +I1014 18:27:49.343719 1250 net.cpp:202] res2a_relu does not need backward computation. +I1014 18:27:49.343725 1250 net.cpp:202] res2a does not need backward computation. +I1014 18:27:49.343732 1250 net.cpp:202] scale2a_branch2c does not need backward computation. +I1014 18:27:49.343740 1250 net.cpp:202] bn2a_branch2c does not need backward computation. +I1014 18:27:49.343746 1250 net.cpp:202] res2a_branch2c does not need backward computation. +I1014 18:27:49.343751 1250 net.cpp:202] res2a_branch2b_relu does not need backward computation. +I1014 18:27:49.343757 1250 net.cpp:202] scale2a_branch2b does not need backward computation. +I1014 18:27:49.343763 1250 net.cpp:202] bn2a_branch2b does not need backward computation. +I1014 18:27:49.343768 1250 net.cpp:202] res2a_branch2b does not need backward computation. +I1014 18:27:49.343773 1250 net.cpp:202] res2a_branch2a_relu does not need backward computation. +I1014 18:27:49.343778 1250 net.cpp:202] scale2a_branch2a does not need backward computation. +I1014 18:27:49.343785 1250 net.cpp:202] bn2a_branch2a does not need backward computation. +I1014 18:27:49.343791 1250 net.cpp:202] res2a_branch2a does not need backward computation. +I1014 18:27:49.343796 1250 net.cpp:202] scale2a_branch1 does not need backward computation. +I1014 18:27:49.343803 1250 net.cpp:202] bn2a_branch1 does not need backward computation. +I1014 18:27:49.343811 1250 net.cpp:202] res2a_branch1 does not need backward computation. +I1014 18:27:49.343817 1250 net.cpp:202] pool1_pool1_0_split does not need backward computation. +I1014 18:27:49.343824 1250 net.cpp:202] pool1 does not need backward computation. +I1014 18:27:49.343832 1250 net.cpp:202] conv1_relu does not need backward computation. +I1014 18:27:49.343838 1250 net.cpp:202] scale_conv1 does not need backward computation. +I1014 18:27:49.343845 1250 net.cpp:202] bn_conv1 does not need backward computation. +I1014 18:27:49.343850 1250 net.cpp:202] conv1 does not need backward computation. +I1014 18:27:49.343857 1250 net.cpp:202] input does not need backward computation. +I1014 18:27:49.343860 1250 net.cpp:244] This network produces output attr_prob +I1014 18:27:49.343865 1250 net.cpp:244] This network produces output bbox_pred +I1014 18:27:49.343870 1250 net.cpp:244] This network produces output cls_prob +I1014 18:27:49.343874 1250 net.cpp:244] This network produces output im_info +I1014 18:27:49.344166 1250 net.cpp:257] Network initialization done. +I1014 18:27:50.605314 1250 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: data/faster_rcnn_models/resnet101_faster_rcnn_final.caffemodel +I1014 18:27:50.605777 1250 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params. +I1014 18:27:50.605873 1250 net.cpp:746] Ignoring source layer input-data +I1014 18:27:50.605880 1250 net.cpp:746] Ignoring source layer data_input-data_0_split +I1014 18:27:50.605885 1250 net.cpp:746] Ignoring source layer im_info_input-data_1_split +I1014 18:27:50.605888 1250 net.cpp:746] Ignoring source layer gt_boxes_input-data_2_split +I1014 18:27:50.642392 1250 net.cpp:746] Ignoring source layer res4b22_res4b22_relu_0_split +I1014 18:27:50.642439 1250 net.cpp:746] Ignoring source layer rpn_conv/3x3 +I1014 18:27:50.642444 1250 net.cpp:746] Ignoring source layer rpn_relu/3x3 +I1014 18:27:50.642459 1250 net.cpp:746] Ignoring source layer rpn/output_rpn_relu/3x3_0_split +I1014 18:27:50.642464 1250 net.cpp:746] Ignoring source layer rpn_cls_score +I1014 18:27:50.642469 1250 net.cpp:746] Ignoring source layer rpn_cls_score_rpn_cls_score_0_split +I1014 18:27:50.642473 1250 net.cpp:746] Ignoring source layer rpn_bbox_pred +I1014 18:27:50.642477 1250 net.cpp:746] Ignoring source layer rpn_bbox_pred_rpn_bbox_pred_0_split +I1014 18:27:50.642482 1250 net.cpp:746] Ignoring source layer rpn_cls_score_reshape +I1014 18:27:50.642487 1250 net.cpp:746] Ignoring source layer rpn_cls_score_reshape_rpn_cls_score_reshape_0_split +I1014 18:27:50.642490 1250 net.cpp:746] Ignoring source layer rpn-data +I1014 18:27:50.642494 1250 net.cpp:746] Ignoring source layer rpn_loss_cls +I1014 18:27:50.642498 1250 net.cpp:746] Ignoring source layer rpn_loss_bbox +I1014 18:27:50.642503 1250 net.cpp:746] Ignoring source layer rpn_cls_prob +I1014 18:27:50.642508 1250 net.cpp:746] Ignoring source layer rpn_cls_prob_reshape +I1014 18:27:50.642513 1250 net.cpp:746] Ignoring source layer proposal +I1014 18:27:50.642516 1250 net.cpp:746] Ignoring source layer roi-data +I1014 18:27:50.642520 1250 net.cpp:746] Ignoring source layer rois_roi-data_0_split +I1014 18:27:50.642524 1250 net.cpp:746] Ignoring source layer labels_roi-data_1_split +I1014 18:27:50.662592 1250 net.cpp:746] Ignoring source layer foreground_pool5 +I1014 18:27:50.681928 1250 net.cpp:746] Ignoring source layer foreground_labels +I1014 18:27:50.682250 1250 net.cpp:746] Ignoring source layer concat_pool5_concat_pool5_0_split +I1014 18:27:50.683243 1250 net.cpp:746] Ignoring source layer loss_cls +I1014 18:27:50.683250 1250 net.cpp:746] Ignoring source layer loss_bbox +I1014 18:27:50.683254 1250 net.cpp:746] Ignoring source layer loss_attr +I1014 18:27:50.683259 1250 net.cpp:746] Ignoring source layer foreground_rois +I1014 18:27:50.683264 1250 net.cpp:746] Ignoring source layer silence +I1014 18:27:50.683267 1250 net.cpp:746] Ignoring source layer heatmap +I1014 18:27:50.683271 1250 net.cpp:746] Ignoring source layer heatmap_conv1 +I1014 18:27:50.683275 1250 net.cpp:746] Ignoring source layer heatmap_relu1 +I1014 18:27:50.683280 1250 net.cpp:746] Ignoring source layer heatmap_conv2 +I1014 18:27:50.683284 1250 net.cpp:746] Ignoring source layer heatmap_relu2 +I1014 18:27:50.683288 1250 net.cpp:746] Ignoring source layer heatmap_pool1 +I1014 18:27:50.683292 1250 net.cpp:746] Ignoring source layer heatmap_conv3 +I1014 18:27:50.683296 1250 net.cpp:746] Ignoring source layer heatmap_relu3 +I1014 18:27:50.683300 1250 net.cpp:746] Ignoring source layer heatmap_embedding +I1014 18:27:50.683305 1250 net.cpp:746] Ignoring source layer heatmap_scale +I1014 18:27:50.683308 1250 net.cpp:746] Ignoring source layer concat_rel +I1014 18:27:50.683312 1250 net.cpp:746] Ignoring source layer fc_rel1 +I1014 18:27:50.683316 1250 net.cpp:746] Ignoring source layer relu_rel +I1014 18:27:50.683320 1250 net.cpp:746] Ignoring source layer drop5 +I1014 18:27:50.683324 1250 net.cpp:746] Ignoring source layer fc_rel1_drop5_0_split +I1014 18:27:50.683328 1250 net.cpp:746] Ignoring source layer fc_subject +I1014 18:27:50.683332 1250 net.cpp:746] Ignoring source layer fc_object +I1014 18:27:50.683336 1250 net.cpp:746] Ignoring source layer tiled_subject +I1014 18:27:50.683341 1250 net.cpp:746] Ignoring source layer subject +I1014 18:27:50.683344 1250 net.cpp:746] Ignoring source layer object +I1014 18:27:50.683348 1250 net.cpp:746] Ignoring source layer relation +I1014 18:27:50.683352 1250 net.cpp:746] Ignoring source layer relu6 +I1014 18:27:50.683357 1250 net.cpp:746] Ignoring source layer drop6 +I1014 18:27:50.683360 1250 net.cpp:746] Ignoring source layer rel_merge +I1014 18:27:50.683364 1250 net.cpp:746] Ignoring source layer relu7 +I1014 18:27:50.683368 1250 net.cpp:746] Ignoring source layer rel_score +I1014 18:27:50.683372 1250 net.cpp:746] Ignoring source layer loss_rel +.050 4.000 +0.018 33.000 +0.013 31.000 +0.006 13.000 +0.004 37.000 +0.013 2.000 +0.022 5.000 +0.000 9.000 +0.020 7.000 +0.059 18.000 +0.006 24.000 +0.014 10.000 +0.097 8.000 +0.045 9.000 +0.003 3.000 +0.010 13.000 +0.003 10.000 +0.008 33.000 +0.006 37.000 +0.002 7.000 +0.409 5.000 +0.006 14.000 +0.016 7.000 +0.011 10.000 +0.108 13.000 +0.002 45.000 +0.001 13.000 +0.008 10.000 +0.022 9.000 +0.001 7.000 +0.000 10.000 +0.000 11.000 +0.007 55.000 +0.008 5.000 +0.000 19.000 +0.003 9.000 +0.040 9.000 +0.005 10.000 +0.005 11.000 +0.030 6.000 +0.004 24.000 +0.010 7.000 +0.058 4.000 +0.006 8.000 +0.007 9.000 +0.001 12.000 +0.020 12.000 +0.000 4.000 +0.001 23.000 +0.000 6.000 +0.050 5.000 +0.007 18.000 +0.028 10.000 +0.001 23.000 +0.019 3.000 +0.002 7.000 +0.015 10.000 +0.005 16.000 +0.002 37.000 +0.011 13.000 +0.005 24.000 +0.069 5.000 +0.001 10.000 +0.005 25.000 +0.083 12.000 +0.023 14.000 +0.103 14.000 +0.002 7.000 +0.048 21.000 +0.041 15.000 +0.008 59.000 +0.005 37.000 +0.003 125.000 +0.013 24.000 +0.102 +~~~~~~~~ + +-------------------------------------------------------------- +Results computed with the **unofficial** PASCAL VOC Python eval code. +-------------------------------------------------------------- +vg_1600-400-20_val gt roidb loaded from /data/home/peter/py-faster-rcnn-genome/data/cache/vg_1600-400-20_val_gt_roidb.pkl +im_detect: 1/4945 0.723s 0.011s +im_detect: 2/4945 0.492s 0.017s +im_detect: 3/4945 0.371s 0.015s +im_detect: 4/4945 0.309s 0.013s +im_detect: 5/4945 0.295s 0.015s +im_detect: 6/4945 0.266s 0.014s +im_detect: 7/4945 0.245s 0.013s +im_detect: 8/4945 0.227s 0.013s +im_detect: 9/4945 0.223s 0.014s +im_detect: 10/4945 0.215s 0.013s +im_detect: 11/4945 0.209s 0.013s +im_detect: 12/4945 0.205s 0.013s +im_detect: 13/4945 0.201s 0.013s +im_detect: 14/4945 0.226s 0.013s +im_detect: 15/4945 0.217s 0.012s +im_detect: 16/4945 0.214s 0.012s +im_detect: 17/4945 0.212s 0.012s +im_detect: 18/4945 0.207s 0.012s +im_detect: 19/4945 0.210s 0.013s +im_detect: 20/4945 0.207s 0.013s +im_detect: 21/4945 0.210s 0.013s +im_detect: 22/4945 0.206s 0.013s +im_detect: 23/4945 0.202s 0.013s +im_detect: 24/4945 0.202s 0.013s +im_detect: 25/4945 0.199s 0.013s +im_detect: 26/4945 0.198s 0.013s +im_detect: 27/4945 0.195s 0.013s +im_detect: 28/4945 0.193s 0.012s +im_detect: 29/4945 0.192s 0.012s +im_detect: 30/4945 0.189s 0.012s +im_detect: 31/4945 0.187s 0.012s +im_detect: 32/4945 0.185s 0.012s +im_detect: 33/4945 0.184s 0.012s +im_detect: 34/4945 0.182s 0.012s +im_detect: 35/4945 0.179s 0.011s +im_detect: 36/4945 0.178s 0.011s +im_detect: 37/4945 0.178s 0.012s +im_detect: 38/4945 0.177s 0.012s +im_detect: 39/4945 0.178s 0.012s +im_detect: 40/4945 0.177s 0.012s +im_detect: 41/4945 0.177s 0.011s +im_detect: 42/4945 0.176s 0.012s +im_detect: 43/4945 0.174s 0.011s +im_detect: 44/4945 0.175s 0.011s +im_detect: 45/4945 0.175s 0.011s +im_detect: 46/4945 0.173s 0.011s +im_detect: 47/4945 0.171s 0.011s +im_detect: 48/4945 0.170s 0.011s +im_detect: 49/4945 0.170s 0.011s +im_detect: 50/4945 0.170s 0.011s +im_detect: 51/4945 0.170s 0.011s +im_detect: 52/4945 0.170s 0.011s +im_detect: 53/4945 0.170s 0.011s +im_detect: 54/4945 0.171s 0.011s +im_detect: 55/4945 0.170s 0.011s +im_detect: 56/4945 0.170s 0.011s +im_detect: 57/4945 0.171s 0.011s +im_detect: 58/4945 0.170s 0.011s +im_detect: 59/4945 0.169s 0.011s +im_detect: 60/4945 0.169s 0.011s +im_detect: 61/4945 0.171s 0.011s +im_detect: 62/4945 0.171s 0.011s +im_detect: 63/4945 0.171s 0.011s +im_detect: 64/4945 0.171s 0.011s +im_detect: 65/4945 0.170s 0.011s +im_detect: 66/4945 0.170s 0.011s +im_detect: 67/4945 0.172s 0.011s +im_detect: 68/4945 0.171s 0.011s +im_detect: 69/4945 0.171s 0.011s +im_detect: 70/4945 0.171s 0.011s +im_detect: 71/4945 0.170s 0.011s +im_detect: 72/4945 0.170s 0.011s +im_detect: 73/4945 0.169s 0.011s +im_detect: 74/4945 0.170s 0.011s +im_detect: 75/4945 0.175s 0.011s +im_detect: 76/4945 0.174s 0.011s +im_detect: 77/4945 0.173s 0.011s +im_detect: 78/4945 0.173s 0.011s +im_detect: 79/4945 0.173s 0.011s +im_detect: 80/4945 0.173s 0.011s +im_detect: 81/4945 0.172s 0.011s +im_detect: 82/4945 0.172s 0.011s +im_detect: 83/4945 0.171s 0.011s +im_detect: 84/4945 0.170s 0.011s +im_detect: 85/4945 0.170s 0.011s +im_detect: 86/4945 0.170s 0.011s +im_detect: 87/4945 0.169s 0.011s +im_detect: 88/4945 0.169s 0.011s +im_detect: 89/4945 0.168s 0.011s +im_detect: 90/4945 0.168s 0.011s +im_detect: 91/4945 0.168s 0.011s +im_detect: 92/4945 0.167s 0.011s +im_detect: 93/4945 0.167s 0.011s +im_detect: 94/4945 0.168s 0.011s +im_detect: 95/4945 0.168s 0.011s +im_detect: 96/4945 0.168s 0.011s +im_detect: 97/4945 0.168s 0.011s +im_detect: 98/4945 0.168s 0.011s +im_detect: 99/4945 0.168s 0.011s +im_detect: 100/4945 0.169s 0.011s +im_detect: 101/4945 0.169s 0.011s +im_detect: 102/4945 0.169s 0.011s +im_detect: 103/4945 0.169s 0.011s +im_detect: 104/4945 0.168s 0.011s +im_detect: 105/4945 0.168s 0.011s +im_detect: 106/4945 0.168s 0.011s +im_detect: 107/4945 0.168s 0.011s +im_detect: 108/4945 0.168s 0.011s +im_detect: 109/4945 0.168s 0.011s +im_detect: 110/4945 0.168s 0.011s +im_detect: 111/4945 0.169s 0.011s +im_detect: 112/4945 0.169s 0.011s +im_detect: 113/4945 0.169s 0.011s +im_detect: 114/4945 0.169s 0.011s +im_detect: 115/4945 0.168s 0.011s +im_detect: 116/4945 0.168s 0.011s +im_detect: 117/4945 0.168s 0.011s +im_detect: 118/4945 0.168s 0.011s +im_detect: 119/4945 0.168s 0.011s +im_detect: 120/4945 0.168s 0.011s +im_detect: 121/4945 0.167s 0.011s +im_detect: 122/4945 0.167s 0.011s +im_detect: 123/4945 0.167s 0.011s +im_detect: 124/4945 0.167s 0.011s +im_detect: 125/4945 0.167s 0.011s +im_detect: 126/4945 0.167s 0.011s +im_detect: 127/4945 0.166s 0.011s +im_detect: 128/4945 0.166s 0.011s +im_detect: 129/4945 0.166s 0.011s +im_detect: 130/4945 0.166s 0.011s +im_detect: 131/4945 0.166s 0.011s +im_detect: 132/4945 0.166s 0.011s +im_detect: 133/4945 0.166s 0.011s +im_detect: 134/4945 0.165s 0.011s +im_detect: 135/4945 0.165s 0.011s +im_detect: 136/4945 0.165s 0.011s +im_detect: 137/4945 0.165s 0.011s +im_detect: 138/4945 0.165s 0.011s +im_detect: 139/4945 0.165s 0.011s +im_detect: 140/4945 0.165s 0.011s +im_detect: 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4881/4945 0.156s 0.010s +im_detect: 4882/4945 0.156s 0.010s +im_detect: 4883/4945 0.156s 0.010s +im_detect: 4884/4945 0.156s 0.010s +im_detect: 4885/4945 0.156s 0.010s +im_detect: 4886/4945 0.156s 0.010s +im_detect: 4887/4945 0.156s 0.010s +im_detect: 4888/4945 0.156s 0.010s +im_detect: 4889/4945 0.156s 0.010s +im_detect: 4890/4945 0.156s 0.010s +im_detect: 4891/4945 0.156s 0.010s +im_detect: 4892/4945 0.156s 0.010s +im_detect: 4893/4945 0.156s 0.010s +im_detect: 4894/4945 0.156s 0.010s +im_detect: 4895/4945 0.156s 0.010s +im_detect: 4896/4945 0.156s 0.010s +im_detect: 4897/4945 0.156s 0.010s +im_detect: 4898/4945 0.156s 0.010s +im_detect: 4899/4945 0.156s 0.010s +im_detect: 4900/4945 0.156s 0.010s +im_detect: 4901/4945 0.156s 0.010s +im_detect: 4902/4945 0.156s 0.010s +im_detect: 4903/4945 0.156s 0.010s +im_detect: 4904/4945 0.156s 0.010s +im_detect: 4905/4945 0.156s 0.010s +im_detect: 4906/4945 0.156s 0.010s +im_detect: 4907/4945 0.156s 0.010s +im_detect: 4908/4945 0.156s 0.010s +im_detect: 4909/4945 0.156s 0.010s +im_detect: 4910/4945 0.156s 0.010s +im_detect: 4911/4945 0.156s 0.010s +im_detect: 4912/4945 0.156s 0.010s +im_detect: 4913/4945 0.156s 0.010s +im_detect: 4914/4945 0.156s 0.010s +im_detect: 4915/4945 0.156s 0.010s +im_detect: 4916/4945 0.156s 0.010s +im_detect: 4917/4945 0.156s 0.010s +im_detect: 4918/4945 0.156s 0.010s +im_detect: 4919/4945 0.156s 0.010s +im_detect: 4920/4945 0.156s 0.010s +im_detect: 4921/4945 0.156s 0.010s +im_detect: 4922/4945 0.156s 0.010s +im_detect: 4923/4945 0.156s 0.010s +im_detect: 4924/4945 0.156s 0.010s +im_detect: 4925/4945 0.156s 0.010s +im_detect: 4926/4945 0.156s 0.010s +im_detect: 4927/4945 0.156s 0.010s +im_detect: 4928/4945 0.156s 0.010s +im_detect: 4929/4945 0.156s 0.010s +im_detect: 4930/4945 0.156s 0.010s +im_detect: 4931/4945 0.156s 0.010s +im_detect: 4932/4945 0.156s 0.010s +im_detect: 4933/4945 0.156s 0.010s +im_detect: 4934/4945 0.156s 0.010s +im_detect: 4935/4945 0.156s 0.010s +im_detect: 4936/4945 0.156s 0.010s +im_detect: 4937/4945 0.156s 0.010s +im_detect: 4938/4945 0.156s 0.010s +im_detect: 4939/4945 0.156s 0.010s +im_detect: 4940/4945 0.156s 0.010s +im_detect: 4941/4945 0.156s 0.010s +im_detect: 4942/4945 0.156s 0.010s +im_detect: 4943/4945 0.156s 0.010s +im_detect: 4944/4945 0.156s 0.010s +im_detect: 4945/4945 0.156s 0.010s +Evaluating attribute and / or relation detections +Writing "__no_attribute__" vg results file +Writing "gray" vg results file +Writing "multi colored" vg results file +Writing "double decker" vg results file +Writing "unmade" vg results file +Writing "red" vg results file +Writing "camouflage" vg results file +Writing "blue" vg results file +Writing "white" vg results file +Writing "green" vg results file +Writing "pink" vg results file +Writing "yellow" vg results file +Writing "black" vg results file +Writing "ivory" vg results file +Writing "throwing" vg results file +Writing "orange" vg results file +Writing "spiky" vg results file +Writing "plaid" vg results file +Writing "purple" vg results file +Writing "soccer" vg results file +Writing "brake" vg results file +Writing "blonde" vg results file +Writing "american" vg results file +Writing "flat screen" vg results file +Writing "brown" vg results file +Writing "wooden" vg results file +Writing "performing" vg results file +Writing "pulled back" vg results file +Writing "windshield" vg results file +Writing "bald" vg results file +Writing "chocolate" vg results file +Writing "khaki" vg results file +Writing "apple" vg results file +Writing "blowing" vg results file +Writing "parked" vg results file +Writing "sticking out" vg results file +Writing "fluorescent" vg results file +Writing "glazed" vg results file +Writing "cooking" vg results file +Writing "brick" vg results file +Writing "home" vg results file +Writing "palm" vg results file +Writing "curly" vg results file +Writing "cheese" vg results file +Writing "crashing" vg results file +Writing "calm" vg results file +Writing "christmas" vg results file +Writing "gravel" vg results file +Writing "chain link" vg results file +Writing "clear" vg results file +Writing "cloudy" vg results file +Writing "curled" vg results file +Writing "striped" vg results file +Writing "flying" vg results file +Writing "pine" vg results file +Writing "arched" vg results file +Writing "hardwood" vg results file +Writing "silver" vg results file +Writing "framed" vg results file +Writing "one way" vg results file +Writing "tall" vg results file +Writing "muscular" vg results file +Writing "skiing" vg results file +Writing "tiled" vg results file +Writing "bare" vg results file +Writing "surfing" vg results file +Writing "stuffed" vg results file +Writing "wii" vg results file +Writing "taking off" vg results file +Writing "sleeping" vg results file +Writing "jumping" vg results file +Writing "metal" vg results file +Writing "fire" vg results file +Writing "neon green" vg results file +Writing "soap" vg results file +Writing "park" vg results file +Writing "chalk" vg results file +Writing "license" vg results file +Writing "powdered" vg results file +Writing "up" vg results file +Writing "woven" vg results file +Writing "baby" vg results file +Writing "polar" vg results file +Writing "floppy" vg results file +Writing "toasted" vg results file +Writing "coffee" vg results file +Writing "potted" vg results file +Writing "wet" vg results file +Writing "tennis" vg results file +Writing "dry" vg results file +Writing "balding" vg results file +Writing "carpeted" vg results file +Writing "deep blue" vg results file +Writing "cardboard" vg results file +Writing "pointed" vg results file +Writing "sandy" vg results file +Writing "snow-covered" vg results file +Writing "sheer" vg results file +Writing "wood" vg results file +Writing "swimming" vg results file +Writing "traffic" vg results file +Writing "crouching" vg results file +Writing "short" vg results file +Writing "melted" vg results file +Writing "marble" vg results file +Writing "rock" vg results file +Writing "open" vg results file +Writing "paper" vg results file +Writing "stacked" vg results file +Writing "stainless" vg results file +Writing "cluttered" vg results file +Writing "dirt" vg results file +Writing "waving" vg results file +Writing "ripe" vg results file +Writing "salt" vg results file +Writing "rolling" vg results file +Writing "long" vg results file +Writing "clock" vg results file +Writing "maroon" vg results file +Writing "little" vg results file +Writing "triangle" vg results file +Writing "large" vg results file +Writing "sand" vg results file +Writing "fallen" vg results file +Writing "foamy" vg results file +Writing "stack" vg results file +Writing "sliced" vg results file +Writing "blond" vg results file +Writing "plain" vg results file +Writing "straw" vg results file +Writing "busy" vg results file +Writing "checkered" vg results file +Writing "extended" vg results file +Writing "stainless steel" vg results file +Writing "stone" vg results file +Writing "rocky" vg results file +Writing "laying down" vg results file +Writing "grazing" vg results file +Writing "porcelain" vg results file +Writing "snowboarding" vg results file +Writing "stop" vg results file +Writing "leather" vg results file +Writing "gold" vg results file +Writing "cargo" vg results file +Writing "playing tennis" vg results file +Writing "winter" vg results file +Writing "walking" vg results file +Writing "roman" vg results file +Writing "peeled" vg results file +Writing "plastic" vg results file +Writing "colorful" vg results file +Writing "shining" vg results file +Writing "burnt" vg results file +Writing "messy" vg results file +Writing "tile" vg results file +Writing "cloudless" vg results file +Writing "glass" vg results file +Writing "smiling" vg results file +Writing "fruit" vg results file +Writing "overcast" vg results file +Writing "adult" vg results file +Writing "water" vg results file +Writing "round" vg results file +Writing "birthday" vg results file +Writing "dark" vg results file +Writing "snowy" vg results file +Writing "leafless" vg results file +Writing "young" vg results file +Writing "wicker" vg results file +Writing "skateboarding" vg results file +Writing "cooked" vg results file +Writing "huge" vg results file +Writing "dress" vg results file +Writing "wire" vg results file +Writing "cracked" vg results file +Writing "concrete" vg results file +Writing "laying" vg results file +Writing "grassy" vg results file +Writing "foggy" vg results file +Writing "fried" vg results file +Writing "slice" vg results file +Writing "batting" vg results file +Writing "mountain" vg results file +Writing "halved" vg results file +Writing "ski" vg results file +Writing "statue" vg results file +Writing "still" vg results file +Writing "octagonal" vg results file +Writing "side view" vg results file +Writing "sitting" vg results file +Writing "wavy" vg results file +Writing "floral" vg results file +Writing "running" vg results file +Writing "moving" vg results file +Writing "small" vg results file +Writing "door" vg results file +Writing "wine" vg results file +Writing "closed" vg results file +Writing "cement" vg results file +Writing "splashing" vg results file +Writing "empty" vg results file +Writing "eating" vg results file +Writing "skating" vg results file +Writing "playing" vg results file +Writing "old" vg results file +Writing "tan" vg results file +Writing "leafy" vg results file +Writing "down" vg results file +Writing "electrical" vg results file +Writing "manicured" vg results file +Writing "standing" vg results file +Writing "blurry" vg results file +Writing "choppy" vg results file +Writing "driving" vg results file +Writing "watching" vg results file +Writing "parking" vg results file +Writing "pointy" vg results file +Writing "covering" vg results file +Writing "for sale" vg results file +Writing "reflecting" vg results file +Writing "railroad" vg results file +Writing "golden brown" vg results file +Writing "steep" vg results file +Writing "granite" vg results file +Writing "roll" vg results file +Writing "train" vg results file +Writing "spotted" vg results file +Writing "fluffy" vg results file +Writing "bending" vg results file +Writing "tarmacked" vg results file +Writing "furry" vg results file +Writing "dirty" vg results file +Writing "hanging" vg results file +Writing "above" vg results file +Writing "half full" vg results file +Writing "bright" vg results file +Writing "chrome" vg results file +Writing "toilet paper" vg results file +Writing "squatting" vg results file +Writing "chopped" vg results file +Writing "flowing" vg results file +Writing "neon" vg results file +Writing "skate" vg results file +Writing "rusty" vg results file +Writing "male" vg results file +Writing "covered" vg results file +Writing "outstretched" vg results file +Writing "lit" vg results file +Writing "riding" vg results file +Writing "shirtless" vg results file +Writing "reaching" vg results file +Writing "baseball" vg results file +Writing "iron" vg results file +Writing "night" vg results file +Writing "speckled" vg results file +Writing "bright blue" vg results file +Writing "horizontal" vg results file +Writing "denim" vg results file +Writing "cake" vg results file +Writing "hazy" vg results file +Writing "chipped" vg results file +Writing "police" vg results file +Writing "off" vg results file +Writing "dead" vg results file +Writing "nike" vg results file +Writing "steamed" vg results file +Writing "beige" vg results file +Writing "brunette" vg results file +Writing "short sleeved" vg results file +Writing "laptop" vg results file +Writing "decorated" vg results file +Writing "sharp" vg results file +Writing "perched" vg results file +Writing "clay" vg results file +Writing "made" vg results file +Writing "mesh" vg results file +Writing "street" vg results file +Writing "burgundy" vg results file +Writing "bent" vg results file +Writing "rusted" vg results file +Writing "paved" vg results file +Writing "patterned" vg results file +Writing "painted" vg results file +Writing "flat" vg results file +Writing "landing" vg results file +Writing "light blue" vg results file +Writing "puffy" vg results file +Writing "shaggy" vg results file +Writing "resting" vg results file +Writing "overgrown" vg results file +Writing "bending over" vg results file +Writing "circular" vg results file +Writing "curved" vg results file +Writing "cast" vg results file +Writing "rainbow colored" vg results file +Writing "lime green" vg results file +Writing "ceramic" vg results file +Writing "dried" vg results file +Writing "styrofoam" vg results file +Writing "long sleeved" vg results file +Writing "wispy" vg results file +Writing "ocean" vg results file +Writing "big" vg results file +Writing "teal" vg results file +Writing "oval" vg results file +Writing "greenish" vg results file +Writing "murky" vg results file +Writing "tomato" vg results file +Writing "letter" vg results file +Writing "bricked" vg results file +Writing "in air" vg results file +Writing "distant" vg results file +Writing "full" vg results file +Writing "opened" vg results file +Writing "looking" vg results file +Writing "power" vg results file +Writing "holding" vg results file +Writing "browned" vg results file +Writing "growing" vg results file +Writing "backwards" vg results file +Writing "clean" vg results file +Writing "racing" vg results file +Writing "grilled" vg results file +Writing "seasoned" vg results file +Writing "barefoot" vg results file +Writing "kneeling" vg results file +Writing "digital" vg results file +Writing "herd" vg results file +Writing "sliding" vg results file +Writing "recessed" vg results file +Writing "lying" vg results file +Writing "serving" vg results file +Writing "polka dot" vg results file +Writing "cut" vg results file +Writing "ornate" vg results file +Writing "piled" vg results file +Writing "steel" vg results file +Writing "muddy" vg results file +Writing "hilly" vg results file +Writing "raised" vg results file +Writing "hitting" vg results file +Writing "evergreen" vg results file +Writing "sunny" vg results file +Writing "wrist" vg results file +Writing "half" vg results file +Writing "blank" vg results file +Writing "numbered" vg results file +Writing "electric" vg results file +Writing "computer" vg results file +Writing "rolled" vg results file +Writing "whole" vg results file +Writing "lush" vg results file +Writing "daytime" vg results file +Writing "toilet" vg results file +Writing "pointing" vg results file +Writing "asphalt" vg results file +Writing "public" vg results file +Writing "alone" vg results file +Writing "posing" vg results file +Writing "bunch" vg results file +Writing "square" vg results file +Writing "safety" vg results file +Writing "wearing" vg results file +Writing "stripes" vg results file +Writing "bathroom" vg results file +Writing "reflective" vg results file +Writing "assorted" vg results file +Writing "swinging" vg results file +Writing "airborne" vg results file +Writing "dark blue" vg results file +Writing "grass" vg results file +Writing "burned" vg results file +Writing "telephone" vg results file +Writing "docked" vg results file +Writing "pile" vg results file +Writing "laughing" vg results file +Writing "brass" vg results file +Writing "rubber" vg results file +Writing "frosted" vg results file +Writing "hairy" vg results file +Writing "overhead" vg results file +Writing "glowing" vg results file +Writing "soda" vg results file +Writing "number" vg results file +Writing "talking" vg results file +Writing "barren" vg results file +Writing "shaved" vg results file +Writing "shiny" vg results file +Writing "rough" vg results file +Writing "written" vg results file +Writing "older" vg results file +Writing "thin" vg results file +Writing "decorative" vg results file +Writing "wrinkled" vg results file +Writing "peeling" vg results file +Writing "golden" vg results file +Writing "metallic" vg results file +Writing "back" vg results file +Writing "thick" vg results file +Writing "black and white" vg results file +Writing "leaning" vg results file +VOC07 metric? No +vg_1600-400-20_val gt roidb loaded from /data/home/peter/py-faster-rcnn-genome/data/cache/vg_1600-400-20_val_gt_roidb.pkl +AP for gray = 0.1680 (npos=2,460) +AP for multi colored = 0.0494 (npos=98) +AP for double decker = 0.2597 (npos=30) +AP for unmade = 0.1266 (npos=4) +AP for red = 0.5032 (npos=4,283) +AP for camouflage = 0.5923 (npos=5) +AP for blue = 0.4540 (npos=5,026) +AP for white = 0.4398 (npos=12,972) +AP for green = 0.4197 (npos=4,965) +AP for pink = 0.4116 (npos=802) +AP for yellow = 0.4088 (npos=2,433) +AP for black = 0.3941 (npos=8,245) +AP for ivory = 0.3372 (npos=17) +AP for throwing = 0.1366 (npos=6) +AP for orange = 0.3611 (npos=1,206) +AP for spiky = 0.1429 (npos=7) +AP for plaid = 0.3702 (npos=84) +AP for purple = 0.3273 (npos=411) +AP for soccer = 0.1384 (npos=9) +AP for brake = 0.0000 (npos=4) +AP for blonde = 0.2533 (npos=178) +AP for american = 0.2349 (npos=35) +AP for flat screen = 0.1527 (npos=19) +AP for brown = 0.2496 (npos=3,917) +AP for wooden = 0.2570 (npos=1,307) +AP for performing = 0.0174 (npos=5) +AP for pulled back = 0.0579 (npos=5) +AP for windshield = 0.0000 (npos=4) +AP for bald = 0.2325 (npos=36) +AP for chocolate = 0.2192 (npos=72) +AP for khaki = 0.1905 (npos=34) +AP for apple = 0.3869 (npos=21) +AP for blowing = 0.0292 (npos=9) +AP for parked = 0.1801 (npos=449) +AP for sticking out = 0.0160 (npos=10) +AP for fluorescent = 0.0087 (npos=5) +AP for glazed = 0.2092 (npos=17) +AP for cooking = 0.1366 (npos=11) +AP for brick = 0.2383 (npos=265) +AP for home = 0.2777 (npos=9) +AP for palm = 0.1459 (npos=27) +AP for curly = 0.2189 (npos=43) +AP for cheese = 0.2835 (npos=16) +AP for crashing = 0.0927 (npos=24) +AP for calm = 0.1754 (npos=145) +AP for christmas = 0.4167 (npos=6) +AP for gravel = 0.2560 (npos=17) +AP for chain link = 0.2571 (npos=75) +AP for clear = 0.1580 (npos=643) +AP for cloudy = 0.1711 (npos=229) +AP for curled = 0.1653 (npos=22) +AP for striped = 0.1794 (npos=313) +AP for flying = 0.1844 (npos=156) +AP for pine = 0.1504 (npos=31) +AP for arched = 0.1683 (npos=52) +AP for hardwood = 0.1931 (npos=29) +AP for silver = 0.1931 (npos=1,295) +AP for framed = 0.2010 (npos=73) +AP for one way = 0.0228 (npos=9) +AP for tall = 0.1476 (npos=999) +AP for muscular = 0.0026 (npos=6) +AP for skiing = 0.1626 (npos=84) +AP for tiled = 0.1353 (npos=100) +AP for bare = 0.1815 (npos=173) +AP for surfing = 0.1832 (npos=48) +AP for stuffed = 0.1741 (npos=86) +AP for wii = 0.0850 (npos=12) +AP for taking off = 0.0128 (npos=2) +AP for sleeping = 0.0855 (npos=36) +AP for jumping = 0.0519 (npos=40) +AP for metal = 0.1634 (npos=1,264) +AP for fire = 0.1502 (npos=23) +AP for neon green = 0.0000 (npos=8) +AP for soap = 0.0384 (npos=6) +AP for park = 0.0333 (npos=12) +AP for chalk = 0.0294 (npos=4) +AP for license = 0.1696 (npos=12) +AP for powdered = 0.0000 (npos=2) +AP for up = 0.1461 (npos=69) +AP for woven = 0.0393 (npos=15) +AP for baby = 0.1027 (npos=73) +AP for polar = 0.1965 (npos=7) +AP for floppy = 0.1291 (npos=20) +AP for toasted = 0.1234 (npos=21) +AP for coffee = 0.1518 (npos=22) +AP for potted = 0.1327 (npos=23) +AP for wet = 0.1369 (npos=189) +AP for tennis = 0.0973 (npos=150) +AP for dry = 0.1017 (npos=110) +AP for balding = 0.0274 (npos=12) +AP for carpeted = 0.0455 (npos=16) +AP for deep blue = 0.0384 (npos=5) +AP for cardboard = 0.1465 (npos=52) +AP for pointed = 0.0774 (npos=32) +AP for sandy = 0.1444 (npos=69) +AP for snow-covered = 0.0650 (npos=47) +AP for sheer = 0.1533 (npos=9) +AP for wood = 0.1157 (npos=405) +AP for swimming = 0.0758 (npos=28) +AP for traffic = 0.1048 (npos=56) +AP for crouching = 0.0639 (npos=22) +AP for short = 0.1102 (npos=413) +AP for melted = 0.1306 (npos=26) +AP for marble = 0.1056 (npos=34) +AP for rock = 0.1559 (npos=23) +AP for open = 0.1426 (npos=372) +AP for paper = 0.1501 (npos=90) +AP for stacked = 0.0875 (npos=62) +AP for stainless = 0.1902 (npos=19) +AP for cluttered = 0.0409 (npos=12) +AP for dirt = 0.1220 (npos=74) +AP for waving = 0.0247 (npos=6) +AP for ripe = 0.0955 (npos=67) +AP for salt = 0.0238 (npos=7) +AP for rolling = 0.0048 (npos=13) +AP for long = 0.1044 (npos=849) +AP for clock = 0.0287 (npos=19) +AP for maroon = 0.1539 (npos=45) +AP for little = 0.0938 (npos=182) +AP for triangle = 0.0261 (npos=13) +AP for large = 0.0850 (npos=1,801) +AP for sand = 0.0291 (npos=8) +AP for fallen = 0.0788 (npos=12) +AP for foamy = 0.0296 (npos=15) +AP for stack = 0.1543 (npos=7) +AP for sliced = 0.1022 (npos=147) +AP for blond = 0.0758 (npos=39) +AP for plain = 0.0718 (npos=16) +AP for straw = 0.0222 (npos=9) +AP for busy = 0.0254 (npos=16) +AP for checkered = 0.1456 (npos=40) +AP for extended = 0.0542 (npos=32) +AP for stainless steel = 0.1092 (npos=38) +AP for stone = 0.0845 (npos=167) +AP for rocky = 0.1118 (npos=59) +AP for laying down = 0.0497 (npos=27) +AP for grazing = 0.1005 (npos=78) +AP for porcelain = 0.0847 (npos=37) +AP for snowboarding = 0.1167 (npos=19) +AP for stop = 0.0773 (npos=29) +AP for leather = 0.1184 (npos=103) +AP for gold = 0.1329 (npos=255) +AP for cargo = 0.0736 (npos=10) +AP for playing tennis = 0.0583 (npos=21) +AP for winter = 0.0000 (npos=18) +AP for walking = 0.0810 (npos=307) +AP for roman = 0.0438 (npos=20) +AP for peeled = 0.1874 (npos=17) +AP for plastic = 0.1092 (npos=341) +AP for colorful = 0.0687 (npos=157) +AP for shining = 0.0628 (npos=36) +AP for burnt = 0.0282 (npos=17) +AP for messy = 0.0271 (npos=22) +AP for tile = 0.0862 (npos=48) +AP for cloudless = 0.0650 (npos=40) +AP for glass = 0.0748 (npos=418) +AP for smiling = 0.0595 (npos=152) +AP for fruit = 0.0426 (npos=9) +AP for overcast = 0.0732 (npos=48) +AP for adult = 0.0253 (npos=46) +AP for water = 0.0522 (npos=35) +AP for round = 0.0723 (npos=511) +AP for birthday = 0.0472 (npos=6) +AP for dark = 0.0732 (npos=869) +AP for snowy = 0.0534 (npos=68) +AP for leafless = 0.0835 (npos=49) +AP for young = 0.0646 (npos=297) +AP for wicker = 0.0970 (npos=35) +AP for skateboarding = 0.0626 (npos=31) +AP for cooked = 0.0668 (npos=100) +AP for huge = 0.0141 (npos=46) +AP for dress = 0.0000 (npos=10) +AP for wire = 0.0350 (npos=39) +AP for cracked = 0.0215 (npos=19) +AP for concrete = 0.0741 (npos=181) +AP for laying = 0.0329 (npos=70) +AP for grassy = 0.0554 (npos=114) +AP for foggy = 0.1032 (npos=8) +AP for fried = 0.1295 (npos=35) +AP for slice = 0.0518 (npos=26) +AP for batting = 0.0821 (npos=8) +AP for mountain = 0.0000 (npos=2) +AP for halved = 0.2137 (npos=6) +AP for ski = 0.0466 (npos=40) +AP for statue = 0.0308 (npos=14) +AP for still = 0.0168 (npos=22) +AP for octagonal = 0.0493 (npos=5) +AP for side view = 0.0079 (npos=6) +AP for sitting = 0.0678 (npos=330) +AP for wavy = 0.0571 (npos=30) +AP for floral = 0.0395 (npos=47) +AP for running = 0.0468 (npos=52) +AP for moving = 0.0315 (npos=52) +AP for small = 0.0505 (npos=1,689) +AP for door = 0.0048 (npos=11) +AP for wine = 0.0766 (npos=27) +AP for closed = 0.0891 (npos=180) +AP for cement = 0.0596 (npos=100) +AP for splashing = 0.0412 (npos=29) +AP for empty = 0.0722 (npos=250) +AP for eating = 0.0754 (npos=91) +AP for skating = 0.0241 (npos=21) +AP for playing = 0.0463 (npos=130) +AP for old = 0.0644 (npos=215) +AP for tan = 0.0585 (npos=523) +AP for leafy = 0.0427 (npos=110) +AP for down = 0.0674 (npos=63) +AP for electrical = 0.0863 (npos=63) +AP for manicured = 0.0301 (npos=13) +AP for standing = 0.0514 (npos=569) +AP for blurry = 0.1279 (npos=49) +AP for choppy = 0.0424 (npos=16) +AP for driving = 0.0773 (npos=41) +AP for watching = 0.0513 (npos=110) +AP for parking = 0.0979 (npos=21) +AP for pointy = 0.0715 (npos=66) +AP for covering = 0.0051 (npos=5) +AP for for sale = 0.0059 (npos=9) +AP for reflecting = 0.0104 (npos=22) +AP for railroad = 0.0279 (npos=18) +AP for golden brown = 0.0262 (npos=6) +AP for steep = 0.0093 (npos=11) +AP for granite = 0.0595 (npos=22) +AP for roll = 0.1158 (npos=19) +AP for train = 0.0245 (npos=73) +AP for spotted = 0.0470 (npos=47) +AP for fluffy = 0.0606 (npos=88) +AP for bending = 0.0189 (npos=25) +AP for tarmacked = 0.0050 (npos=8) +AP for furry = 0.0393 (npos=49) +AP for dirty = 0.0467 (npos=152) +AP for hanging = 0.0430 (npos=241) +AP for above = 0.0113 (npos=25) +AP for half full = 0.0580 (npos=6) +AP for bright = 0.0354 (npos=243) +AP for chrome = 0.0537 (npos=60) +AP for toilet paper = 0.0278 (npos=4) +AP for squatting = 0.0518 (npos=13) +AP for chopped = 0.0397 (npos=19) +AP for flowing = 0.0102 (npos=7) +AP for neon = 0.0096 (npos=15) +AP for skate = 0.0417 (npos=8) +AP for rusty = 0.0724 (npos=57) +AP for male = 0.0073 (npos=40) +AP for covered = 0.0146 (npos=71) +AP for outstretched = 0.0258 (npos=8) +AP for lit = 0.0478 (npos=83) +AP for riding = 0.0250 (npos=40) +AP for shirtless = 0.0503 (npos=20) +AP for reaching = 0.0231 (npos=12) +AP for baseball = 0.0313 (npos=79) +AP for iron = 0.0928 (npos=56) +AP for night = 0.0000 (npos=4) +AP for speckled = 0.0106 (npos=8) +AP for bright blue = 0.0279 (npos=14) +AP for horizontal = 0.0026 (npos=15) +AP for denim = 0.0413 (npos=24) +AP for cake = 0.0388 (npos=8) +AP for hazy = 0.0368 (npos=33) +AP for chipped = 0.0200 (npos=10) +AP for police = 0.0166 (npos=13) +AP for off = 0.0344 (npos=47) +AP for dead = 0.0353 (npos=56) +AP for nike = 0.0109 (npos=17) +AP for steamed = 1.0000 (npos=1) +AP for beige = 0.0355 (npos=182) +AP for brunette = 0.0000 (npos=12) +AP for short sleeved = 0.0268 (npos=26) +AP for laptop = 0.0747 (npos=16) +AP for decorated = 0.0468 (npos=36) +AP for sharp = 0.0294 (npos=36) +AP for perched = 0.1667 (npos=6) +AP for clay = 0.0325 (npos=24) +AP for made = 0.0225 (npos=12) +AP for mesh = 0.0045 (npos=13) +AP for street = 0.0316 (npos=81) +AP for burgundy = 0.0728 (npos=25) +AP for bent = 0.0129 (npos=43) +AP for rusted = 0.0799 (npos=29) +AP for paved = 0.0420 (npos=91) +AP for patterned = 0.0390 (npos=43) +AP for painted = 0.0309 (npos=156) +AP for flat = 0.0535 (npos=71) +AP for landing = 0.0228 (npos=20) +AP for light blue = 0.0284 (npos=103) +AP for puffy = 0.0285 (npos=36) +AP for shaggy = 0.0139 (npos=13) +AP for resting = 0.0386 (npos=36) +AP for overgrown = 0.0247 (npos=11) +AP for bending over = 0.0000 (npos=8) +AP for circular = 0.0232 (npos=82) +AP for curved = 0.0117 (npos=79) +AP for cast = 0.0078 (npos=9) +AP for rainbow colored = 0.0711 (npos=23) +AP for lime green = 0.0337 (npos=15) +AP for ceramic = 0.0403 (npos=56) +AP for dried = 0.0292 (npos=37) +AP for styrofoam = 0.0418 (npos=9) +AP for long sleeved = 0.0436 (npos=65) +AP for wispy = 0.0106 (npos=28) +AP for ocean = 0.0253 (npos=29) +AP for big = 0.0253 (npos=408) +AP for teal = 0.0197 (npos=23) +AP for oval = 0.0593 (npos=25) +AP for greenish = 0.0556 (npos=9) +AP for murky = 0.0274 (npos=12) +AP for tomato = 0.0217 (npos=7) +AP for letter = 0.0000 (npos=1) +AP for bricked = 0.0417 (npos=19) +AP for in air = 0.0516 (npos=24) +AP for distant = 0.0328 (npos=96) +AP for full = 0.0135 (npos=69) +AP for opened = 0.0121 (npos=36) +AP for looking = 0.0144 (npos=130) +AP for power = 0.0169 (npos=19) +AP for holding = 0.0061 (npos=72) +AP for browned = 0.0205 (npos=3) +AP for growing = 0.0085 (npos=47) +AP for backwards = 0.0166 (npos=11) +AP for clean = 0.0151 (npos=73) +AP for racing = 0.0173 (npos=10) +AP for grilled = 0.0304 (npos=18) +AP for seasoned = 0.0742 (npos=3) +AP for barefoot = 0.0239 (npos=19) +AP for kneeling = 0.0135 (npos=19) +AP for digital = 0.0403 (npos=26) +AP for herd = 0.0130 (npos=12) +AP for sliding = 0.0079 (npos=9) +AP for recessed = 0.0000 (npos=6) +AP for lying = 0.0139 (npos=27) +AP for serving = 0.0317 (npos=12) +AP for polka dot = 0.0194 (npos=8) +AP for cut = 0.0178 (npos=74) +AP for ornate = 0.0136 (npos=15) +AP for piled = 0.0315 (npos=42) +AP for steel = 0.0444 (npos=88) +AP for muddy = 0.0301 (npos=32) +AP for hilly = 0.0057 (npos=6) +AP for raised = 0.0378 (npos=46) +AP for hitting = 0.0227 (npos=3) +AP for evergreen = 0.0256 (npos=34) +AP for sunny = 0.0354 (npos=32) +AP for wrist = 0.0000 (npos=8) +AP for half = 0.0448 (npos=11) +AP for blank = 0.0046 (npos=8) +AP for numbered = 0.0043 (npos=7) +AP for electric = 0.0464 (npos=53) +AP for computer = 0.0173 (npos=27) +AP for rolled = 0.0358 (npos=18) +AP for whole = 0.0082 (npos=23) +AP for lush = 0.0126 (npos=29) +AP for daytime = 0.0173 (npos=31) +AP for toilet = 0.0242 (npos=26) +AP for pointing = 0.0183 (npos=15) +AP for asphalt = 0.0194 (npos=25) +AP for public = 0.0000 (npos=6) +AP for alone = 0.0124 (npos=13) +AP for posing = 0.0109 (npos=36) +AP for bunch = 0.0030 (npos=19) +AP for square = 0.0177 (npos=191) +AP for safety = 0.0000 (npos=25) +AP for wearing = 0.0123 (npos=148) +AP for stripes = 0.0433 (npos=17) +AP for bathroom = 0.0119 (npos=33) +AP for reflective = 0.0047 (npos=33) +AP for assorted = 0.0333 (npos=5) +AP for swinging = 0.0250 (npos=13) +AP for airborne = 0.0090 (npos=27) +AP for dark blue = 0.0264 (npos=74) +AP for grass = 0.0122 (npos=29) +AP for burned = 0.0621 (npos=4) +AP for telephone = 0.0139 (npos=8) +AP for docked = 0.0139 (npos=8) +AP for pile = 0.0101 (npos=19) +AP for laughing = 0.0000 (npos=7) +AP for brass = 0.0234 (npos=21) +AP for rubber = 0.0160 (npos=41) +AP for frosted = 0.0139 (npos=24) +AP for hairy = 0.0266 (npos=20) +AP for overhead = 0.0271 (npos=21) +AP for glowing = 0.0079 (npos=24) +AP for soda = 0.0056 (npos=8) +AP for number = 0.0000 (npos=4) +AP for talking = 0.0072 (npos=30) +AP for barren = 0.0203 (npos=18) +AP for shaved = 0.0365 (npos=5) +AP for shiny = 0.0110 (npos=143) +AP for rough = 0.0194 (npos=23) +AP for written = 0.0038 (npos=14) +AP for older = 0.0066 (npos=40) +AP for thin = 0.0138 (npos=149) +AP for decorative = 0.0164 (npos=74) +AP for wrinkled = 0.0115 (npos=29) +AP for peeling = 0.0211 (npos=11) +AP for golden = 0.0101 (npos=39) +AP for metallic = 0.0139 (npos=68) +AP for back = 0.0123 (npos=85) +AP for thick = 0.0100 (npos=146) +AP for black and white = 0.0057 (npos=69) +AP for leaning = 0.0250 (npos=48) +Mean AP = 0.0779 +Weighted Mean AP = 0.2781 +Mean Detection Threshold = 0.053 +~~~~~~~~ +Results: +0.168 2460.000 +0.049 98.000 +0.260 30.000 +0.127 4.000 +0.503 4283.000 +0.592 5.000 +0.454 5026.000 +0.440 12972.000 +0.420 4965.000 +0.412 802.000 +0.409 2433.000 +0.394 8245.000 +0.337 17.000 +0.137 6.000 +0.361 1206.000 +0.143 7.000 +0.370 84.000 +0.327 411.000 +0.138 9.000 +0.000 4.000 +0.253 178.000 +0.235 35.000 +0.153 19.000 +0.250 3917.000 +0.257 1307.000 +0.017 5.000 +0.058 5.000 +0.000 4.000 +0.232 36.000 +0.219 72.000 +0.190 34.000 +0.387 21.000 +0.029 9.000 +0.180 449.000 +0.016 10.000 +0.009 5.000 +0.209 17.000 +0.137 11.000 +0.238 265.000 +0.278 9.000 +0.146 27.000 +0.219 43.000 +0.284 16.000 +0.093 24.000 +0.175 145.000 +0.417 6.000 +0.256 17.000 +0.257 75.000 +0.158 643.000 +0.171 229.000 +0.165 22.000 +0.179 313.000 +0.184 156.000 +0.150 31.000 +0.168 52.000 +0.193 29.000 +0.193 1295.000 +0.201 73.000 +0.023 9.000 +0.148 999.000 +0.003 6.000 +0.163 84.000 +0.135 100.000 +0.182 173.000 +0.183 48.000 +0.174 86.000 +0.085 12.000 +0.013 2.000 +0.085 36.000 +0.052 40.000 +0.163 1264.000 +0.150 23.000 +0.000 8.000 +0.038 6.000 +0.033 12.000 +0.029 4.000 +0.170 12.000 +0.000 2.000 +0.146 69.000 +0.039 15.000 +0.103 73.000 +0.196 7.000 +0.129 20.000 +0.123 21.000 +0.152 22.000 +0.133 23.000 +0.137 189.000 +0.097 150.000 +0.102 110.000 +0.027 12.000 +0.045 16.000 +0.038 5.000 +0.147 52.000 +0.077 32.000 +0.144 69.000 +0.065 47.000 +0.153 9.000 +0.116 405.000 +0.076 28.000 +0.105 56.000 +0.064 22.000 +0.110 413.000 +0.131 26.000 +0.106 34.000 +0.156 23.000 +0.143 372.000 +0.150 90.000 +0.088 62.000 +0.190 19.000 +0.041 12.000 +0.122 74.000 +0.025 6.000 +0.096 67.000 +0.024 7.000 +0.005 13.000 +0.104 849.000 +0.029 19.000 +0.154 45.000 +0.094 182.000 +0.026 13.000 +0.085 1801.000 +0.029 8.000 +0.079 12.000 +0.030 15.000 +0.154 7.000 +0.102 147.000 +0.076 39.000 +0.072 16.000 +0.022 9.000 +0.025 16.000 +0.146 40.000 +0.054 32.000 +0.109 38.000 +0.084 167.000 +0.112 59.000 +0.050 27.000 +0.101 78.000 +0.085 37.000 +0.117 19.000 +0.077 29.000 +0.118 103.000 +0.133 255.000 +0.074 10.000 +0.058 21.000 +0.000 18.000 +0.081 307.000 +0.044 20.000 +0.187 17.000 +0.109 341.000 +0.069 157.000 +0.063 36.000 +0.028 17.000 +0.027 22.000 +0.086 48.000 +0.065 40.000 +0.075 418.000 +0.060 152.000 +0.043 9.000 +0.073 48.000 +0.025 46.000 +0.052 35.000 +0.072 511.000 +0.047 6.000 +0.073 869.000 +0.053 68.000 +0.084 49.000 +0.065 297.000 +0.097 35.000 +0.063 31.000 +0.067 100.000 +0.014 46.000 +0.000 10.000 +0.035 39.000 +0.021 19.000 +0.074 181.000 +0.033 70.000 +0.055 114.000 +0.103 8.000 +0.130 35.000 +0.052 26.000 +0.082 8.000 +0.000 2.000 +0.214 6.000 +0.047 40.000 +0.031 14.000 +0.017 22.000 +0.049 5.000 +0.008 6.000 +0.068 330.000 +0.057 30.000 +0.040 47.000 +0.047 52.000 +0.031 52.000 +0.051 1689.000 +0.005 11.000 +0.077 27.000 +0.089 180.000 +0.060 100.000 +0.041 29.000 +0.072 250.000 +0.075 91.000 +0.024 21.000 +0.046 130.000 +0.064 215.000 +0.059 523.000 +0.043 110.000 +0.067 63.000 +0.086 63.000 +0.030 13.000 +0.051 569.000 +0.128 49.000 +0.042 16.000 +0.077 41.000 +0.051 110.000 +0.098 21.000 +0.072 66.000 +0.005 5.000 +0.006 9.000 +0.010 22.000 +0.028 18.000 +0.026 6.000 +0.009 11.000 +0.060 22.000 +0.116 19.000 +0.024 73.000 +0.047 47.000 +0.061 88.000 +0.019 25.000 +0.005 8.000 +0.039 49.000 +0.047 152.000 +0.043 241.000 +0.011 25.000 +0.058 6.000 +0.035 243.000 +0.054 60.000 +0.028 4.000 +0.052 13.000 +0.040 19.000 +0.010 7.000 +0.010 15.000 +0.042 8.000 +0.072 57.000 +0.007 40.000 +0.015 71.000 +0.026 8.000 +0.048 83.000 +0.025 40.000 +0.050 20.000 +0.023 12.000 +0.031 79.000 +0.093 56.000 +0.000 4.000 +0.011 8.000 +0.028 14.000 +0.003 15.000 +0.041 24.000 +0.039 8.000 +0.037 33.000 +0.020 10.000 +0.017 13.000 +0.034 47.000 +0.035 56.000 +0.011 17.000 +1.000 1.000 +0.035 182.000 +0.000 12.000 +0.027 26.000 +0.075 16.000 +0.047 36.000 +0.029 36.000 +0.167 6.000 +0.033 24.000 +0.023 12.000 +0.005 13.000 +0.032 81.000 +0.073 25.000 +0.013 43.000 +0.080 29.000 +0.042 91.000 +0.039 43.000 +0.031 156.000 +0.053 71.000 +0.023 20.000 +0.028 103.000 +0.028 36.000 +0.014 13.000 +0.039 36.000 +0.025 11.000 +0.000 8.000 +0.023 82.000 +0.012 79.000 +0.008 9.000 +0.071 23.000 +0.034 15.000 +0.040 56.000 +0.029 37.000 +0.042 9.000 +0.044 65.000 +0.011 28.000 +0.025 29.000 +0.025 408.000 +0.020 23.000 +0.059 25.000 +0.056 9.000 +0.027 12.000 +0.022 7.000 +0.000 1.000 +0.042 19.000 +0.052 24.000 +0.033 96.000 +0.014 69.000 +0.012 36.000 +0.014 130.000 +0.017 19.000 +0.006 72.000 +0.021 3.000 +0.009 47.000 +0.017 11.000 +0.015 73.000 +0.017 10.000 +0.030 18.000 +0.074 3.000 +0.024 19.000 +0.014 19.000 +0.040 26.000 +0.013 12.000 +0.008 9.000 +0.000 6.000 +0.014 27.000 +0.032 12.000 +0.019 8.000 +0.018 74.000 +0.014 15.000 +0.031 42.000 +0.044 88.000 +0.030 32.000 +0.006 6.000 +0.038 46.000 +0.023 3.000 +0.026 34.000 +0.035 32.000 +0.000 8.000 +0.045 11.000 +0.005 8.000 +0.004 7.000 +0.046 53.000 +0.017 27.000 +0.036 18.000 +0.008 23.000 +0.013 29.000 +0.017 31.000 +0.024 26.000 +0.018 15.000 +0.019 25.000 +0.000 6.000 +0.012 13.000 +0.011 36.000 +0.003 19.000 +0.018 191.000 +0.000 25.000 +0.012 148.000 +0.043 17.000 +0.012 33.000 +0.005 33.000 +0.033 5.000 +0.025 13.000 +0.009 27.000 +0.026 74.000 +0.012 29.000 +0.062 4.000 +0.014 8.000 +0.014 8.000 +0.010 19.000 +0.000 7.000 +0.023 21.000 +0.016 41.000 +0.014 24.000 +0.027 20.000 +0.027 21.000 +0.008 24.000 +0.006 8.000 +0.000 4.000 +0.007 30.000 +0.020 18.000 +0.037 5.000 +0.011 143.000 +0.019 23.000 +0.004 14.000 +0.007 40.000 +0.014 149.000 +0.016 74.000 +0.012 29.000 +0.021 11.000 +0.010 39.000 +0.014 68.000 +0.012 85.000 +0.010 146.000 +0.006 69.000 +0.025 48.000 +0.078 +~~~~~~~~ + +-------------------------------------------------------------- +Results computed with the **unofficial** PASCAL VOC Python eval code. +--------------------------------------------------------------