why my train loss is 0

[guoqiang01486]

thanks for you sharing l follow your instructions, but l got train loss remain 0, l don't know the reason, could you help me? thank you I0511 04:18:50.401371 14238 solver.cpp:243] Iteration 0, loss = 0 I0511 04:18:50.401414 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 ( 1 = 0 loss) I0511 04:18:51.100327 14238 sgd_solver.cpp:138] Iteration 0, lr = 0.001 I0511 04:18:57.966433 14238 solver.cpp:243] Iteration 10, loss = 0 I0511 04:18:57.966459 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 ( 1 = 0 loss) I0511 04:18:58.338723 14238 sgd_solver.cpp:138] Iteration 10, lr = 0.001 I0511 04:19:06.915805 14238 solver.cpp:243] Iteration 20, loss = 0 I0511 04:19:06.915833 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 (* 1 = 0 loss) I0511 04:19:07.303596 14238 sgd_solver.cpp:138] Iteration 20, lr = 0.001 here is whole log: I0511 04:18:48.368129 14238 caffe.cpp:217] Using GPUs 0, 1 I0511 04:18:48.427189 14238 caffe.cpp:222] GPU 0: GeForce GTX 1080 I0511 04:18:48.427980 14238 caffe.cpp:222] GPU 1: GeForce GTX 1080 I0511 04:18:48.653707 14238 solver.cpp:63] Initializing solver from parameters: train_net: "models/VGGNet/MELON/SSD_300x300/train.prototxt" test_net: "models/VGGNet/MELON/SSD_300x300/test.prototxt" test_iter: 7500 test_interval: 10000 base_lr: 0.001 display: 10 max_iter: 120000 lr_policy: "multistep" gamma: 0.1 momentum: 0.9 weight_decay: 0.0005 snapshot: 80000 snapshot_prefix: "models/VGGNet/MELON/SSD_300x300/VGG_MELON_SSD_300x300" solver_mode: GPU device_id: 0 debug_info: false train_state { level: 0 stage: "" } snapshot_after_train: true test_initialization: false average_loss: 10 stepvalue: 80000 stepvalue: 100000 stepvalue: 120000 iter_size: 1 type: "SGD" eval_type: "detection" ap_version: "11point" I0511 04:18:48.654176 14238 solver.cpp:96] Creating training net from train_net file: models/VGGNet/MELON/SSD_300x300/train.prototxt I0511 04:18:48.655356 14238 net.cpp:58] Initializing net from parameters: name: "VGG_MELON_SSD_300x300_train" state { phase: TRAIN level: 0 stage: "" } layer { name: "data" type: "AnnotatedData" top: "data" top: "label" include { phase: TRAIN } transform_param { mirror: true mean_value: 104 mean_value: 117 mean_value: 123 resize_param { prob: 1 resize_mode: WARP height: 300 width: 300 interp_mode: LINEAR interp_mode: AREA interp_mode: NEAREST interp_mode: CUBIC interp_mode: LANCZOS4 } emit_constraint { emit_type: CENTER } distort_param { brightness_prob: 0.5 brightness_delta: 32 contrast_prob: 0.5 contrast_lower: 0.5 contrast_upper: 1.5 hue_prob: 0.5 hue_delta: 18 saturation_prob: 0.5 saturation_lower: 0.5 saturation_upper: 1.5 random_order_prob: 0 } expand_param { prob: 0.5 max_expand_ratio: 4 } } data_param { source: "examples/MELON/MELON_trainval_lmdb" batch_size: 16 backend: LMDB } annotated_data_param { batch_sampler { max_sample: 1 max_trials: 1 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { min_jaccard_overlap: 0.1 } max_sample: 1 max_trials: 50 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { min_jaccard_overlap: 0.3 } max_sample: 1 max_trials: 50 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { min_jaccard_overlap: 0.5 } max_sample: 1 max_trials: 50 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { min_jaccard_overlap: 0.7 } max_sample: 1 max_trials: 50 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { min_jaccard_overlap: 0.9 } max_sample: 1 max_trials: 50 } batch_sampler { sampler { min_scale: 0.3 max_scale: 1 min_aspect_ratio: 0.5 max_aspect_ratio: 2 } sample_constraint { max_jaccard_overlap: 1 } max_sample: 1 max_trials: 50 } label_map_file: "data/MELON/labelmap_voc.prototxt" } } layer { name: "conv1_1" type: "Convolution" bottom: "data" top: "conv1_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu1_1" type: "ReLU" bottom: "conv1_1" top: "conv1_1" } layer { name: "conv1_2" type: "Convolution" bottom: "conv1_1" top: "conv1_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu1_2" type: "ReLU" bottom: "conv1_2" top: "conv1_2" } layer { name: "pool1" type: "Pooling" bottom: "conv1_2" top: "pool1" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv2_1" type: "Convolution" bottom: "pool1" top: "conv2_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu2_1" type: "ReLU" bottom: "conv2_1" top: "conv2_1" } layer { name: "conv2_2" type: "Convolution" bottom: "conv2_1" top: "conv2_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu2_2" type: "ReLU" bottom: "conv2_2" top: "conv2_2" } layer { name: "pool2" type: "Pooling" bottom: "conv2_2" top: "pool2" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv3_1" type: "Convolution" bottom: "pool2" top: "conv3_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_1" type: "ReLU" bottom: "conv3_1" top: "conv3_1" } layer { name: "conv3_2" type: "Convolution" bottom: "conv3_1" top: "conv3_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_2" type: "ReLU" bottom: "conv3_2" top: "conv3_2" } layer { name: "conv3_3" type: "Convolution" bottom: "conv3_2" top: "conv3_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_3" type: "ReLU" bottom: "conv3_3" top: "conv3_3" } layer { name: "pool3" type: "Pooling" bottom: "conv3_3" top: "pool3" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv4_1" type: "Convolution" bottom: "pool3" top: "conv4_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_1" type: "ReLU" bottom: "conv4_1" top: "conv4_1" } layer { name: "conv4_2" type: "Convolution" bottom: "conv4_1" top: "conv4_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_2" type: "ReLU" bottom: "conv4_2" top: "conv4_2" } layer { name: "conv4_3" type: "Convolution" bottom: "conv4_2" top: "conv4_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_3" type: "ReLU" bottom: "conv4_3" top: "conv4_3" } layer { name: "pool4" type: "Pooling" bottom: "conv4_3" top: "pool4" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv5_1" type: "Convolution" bottom: "pool4" top: "conv5_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_1" type: "ReLU" bottom: "conv5_1" top: "conv5_1" } layer { name: "conv5_2" type: "Convolution" bottom: "conv5_1" top: "conv5_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_2" type: "ReLU" bottom: "conv5_2" top: "conv5_2" } layer { name: "conv5_3" type: "Convolution" bottom: "conv5_2" top: "conv5_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_3" type: "ReLU" bottom: "conv5_3" top: "conv5_3" } layer { name: "pool5" type: "Pooling" bottom: "conv5_3" top: "pool5" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "fc6" type: "Convolution" bottom: "pool5" top: "fc6" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 1024 pad: 6 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 6 } } layer { name: "relu6" type: "ReLU" bottom: "fc6" top: "fc6" } layer { name: "fc7" type: "Convolution" bottom: "fc6" top: "fc7" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 1024 kernel_size: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu7" type: "ReLU" bottom: "fc7" top: "fc7" } layer { name: "conv6_1" type: "Convolution" bottom: "fc7" top: "conv6_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_1_relu" type: "ReLU" bottom: "conv6_1" top: "conv6_1" } layer { name: "conv6_2" type: "Convolution" bottom: "conv6_1" top: "conv6_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 stride: 2 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_relu" type: "ReLU" bottom: "conv6_2" top: "conv6_2" } layer { name: "conv7_1" type: "Convolution" bottom: "conv6_2" top: "conv7_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_1_relu" type: "ReLU" bottom: "conv7_1" top: "conv7_1" } layer { name: "conv7_2" type: "Convolution" bottom: "conv7_1" top: "conv7_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 stride: 2 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_relu" type: "ReLU" bottom: "conv7_2" top: "conv7_2" } layer { name: "conv8_1" type: "Convolution" bottom: "conv7_2" top: "conv8_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_1_relu" type: "ReLU" bottom: "conv8_1" top: "conv8_1" } layer { name: "conv8_2" type: "Convolution" bottom: "conv8_1" top: "conv8_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_relu" type: "ReLU" bottom: "conv8_2" top: "conv8_2" } layer { name: "conv9_1" type: "Convolution" bottom: "conv8_2" top: "conv9_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_1_relu" type: "ReLU" bottom: "conv9_1" top: "conv9_1" } layer { name: "conv9_2" type: "Convolution" bottom: "conv9_1" top: "conv9_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_relu" type: "ReLU" bottom: "conv9_2" top: "conv9_2" } layer { name: "conv4_3_norm" type: "Normalize" bottom: "conv4_3" top: "conv4_3_norm" norm_param { across_spatial: false scale_filler { type: "constant" value: 20 } channel_shared: false } } layer { name: "conv4_3_norm_mbox_loc" type: "Convolution" bottom: "conv4_3_norm" top: "conv4_3_norm_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv4_3_norm_mbox_loc_perm" type: "Permute" bottom: "conv4_3_norm_mbox_loc" top: "conv4_3_norm_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv4_3_norm_mbox_loc_flat" type: "Flatten" bottom: "conv4_3_norm_mbox_loc_perm" top: "conv4_3_norm_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv4_3_norm_mbox_conf" type: "Convolution" bottom: "conv4_3_norm" top: "conv4_3_norm_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv4_3_norm_mbox_conf_perm" type: "Permute" bottom: "conv4_3_norm_mbox_conf" top: "conv4_3_norm_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv4_3_norm_mbox_conf_flat" type: "Flatten" bottom: "conv4_3_norm_mbox_conf_perm" top: "conv4_3_norm_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv4_3_norm_mbox_priorbox" type: "PriorBox" bottom: "conv4_3_norm" bottom: "data" top: "conv4_3_norm_mbox_priorbox" prior_box_param { min_size: 30 max_size: 60 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 8 offset: 0.5 } } layer { name: "fc7_mbox_loc" type: "Convolution" bottom: "fc7" top: "fc7_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "fc7_mbox_loc_perm" type: "Permute" bottom: "fc7_mbox_loc" top: "fc7_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "fc7_mbox_loc_flat" type: "Flatten" bottom: "fc7_mbox_loc_perm" top: "fc7_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "fc7_mbox_conf" type: "Convolution" bottom: "fc7" top: "fc7_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "fc7_mbox_conf_perm" type: "Permute" bottom: "fc7_mbox_conf" top: "fc7_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "fc7_mbox_conf_flat" type: "Flatten" bottom: "fc7_mbox_conf_perm" top: "fc7_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "fc7_mbox_priorbox" type: "PriorBox" bottom: "fc7" bottom: "data" top: "fc7_mbox_priorbox" prior_box_param { min_size: 60 max_size: 111 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 16 offset: 0.5 } } layer { name: "conv6_2_mbox_loc" type: "Convolution" bottom: "conv6_2" top: "conv6_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_mbox_loc_perm" type: "Permute" bottom: "conv6_2_mbox_loc" top: "conv6_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv6_2_mbox_loc_flat" type: "Flatten" bottom: "conv6_2_mbox_loc_perm" top: "conv6_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv6_2_mbox_conf" type: "Convolution" bottom: "conv6_2" top: "conv6_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_mbox_conf_perm" type: "Permute" bottom: "conv6_2_mbox_conf" top: "conv6_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv6_2_mbox_conf_flat" type: "Flatten" bottom: "conv6_2_mbox_conf_perm" top: "conv6_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv6_2_mbox_priorbox" type: "PriorBox" bottom: "conv6_2" bottom: "data" top: "conv6_2_mbox_priorbox" prior_box_param { min_size: 111 max_size: 162 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 32 offset: 0.5 } } layer { name: "conv7_2_mbox_loc" type: "Convolution" bottom: "conv7_2" top: "conv7_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_mbox_loc_perm" type: "Permute" bottom: "conv7_2_mbox_loc" top: "conv7_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv7_2_mbox_loc_flat" type: "Flatten" bottom: "conv7_2_mbox_loc_perm" top: "conv7_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv7_2_mbox_conf" type: "Convolution" bottom: "conv7_2" top: "conv7_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_mbox_conf_perm" type: "Permute" bottom: "conv7_2_mbox_conf" top: "conv7_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv7_2_mbox_conf_flat" type: "Flatten" bottom: "conv7_2_mbox_conf_perm" top: "conv7_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv7_2_mbox_priorbox" type: "PriorBox" bottom: "conv7_2" bottom: "data" top: "conv7_2_mbox_priorbox" prior_box_param { min_size: 162 max_size: 213 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 64 offset: 0.5 } } layer { name: "conv8_2_mbox_loc" type: "Convolution" bottom: "conv8_2" top: "conv8_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_mbox_loc_perm" type: "Permute" bottom: "conv8_2_mbox_loc" top: "conv8_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv8_2_mbox_loc_flat" type: "Flatten" bottom: "conv8_2_mbox_loc_perm" top: "conv8_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv8_2_mbox_conf" type: "Convolution" bottom: "conv8_2" top: "conv8_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_mbox_conf_perm" type: "Permute" bottom: "conv8_2_mbox_conf" top: "conv8_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv8_2_mbox_conf_flat" type: "Flatten" bottom: "conv8_2_mbox_conf_perm" top: "conv8_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv8_2_mbox_priorbox" type: "PriorBox" bottom: "conv8_2" bottom: "data" top: "conv8_2_mbox_priorbox" prior_box_param { min_size: 213 max_size: 264 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 100 offset: 0.5 } } layer { name: "conv9_2_mbox_loc" type: "Convolution" bottom: "conv9_2" top: "conv9_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_mbox_loc_perm" type: "Permute" bottom: "conv9_2_mbox_loc" top: "conv9_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv9_2_mbox_loc_flat" type: "Flatten" bottom: "conv9_2_mbox_loc_perm" top: "conv9_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv9_2_mbox_conf" type: "Convolution" bottom: "conv9_2" top: "conv9_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_mbox_conf_perm" type: "Permute" bottom: "conv9_2_mbox_conf" top: "conv9_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv9_2_mbox_conf_flat" type: "Flatten" bottom: "conv9_2_mbox_conf_perm" top: "conv9_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv9_2_mbox_priorbox" type: "PriorBox" bottom: "conv9_2" bottom: "data" top: "conv9_2_mbox_priorbox" prior_box_param { min_size: 264 max_size: 315 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 300 offset: 0.5 } } layer { name: "mbox_loc" type: "Concat" bottom: "conv4_3_norm_mbox_loc_flat" bottom: "fc7_mbox_loc_flat" bottom: "conv6_2_mbox_loc_flat" bottom: "conv7_2_mbox_loc_flat" bottom: "conv8_2_mbox_loc_flat" bottom: "conv9_2_mbox_loc_flat" top: "mbox_loc" concat_param { axis: 1 } } layer { name: "mbox_conf" type: "Concat" bottom: "conv4_3_norm_mbox_conf_flat" bottom: "fc7_mbox_conf_flat" bottom: "conv6_2_mbox_conf_flat" bottom: "conv7_2_mbox_conf_flat" bottom: "conv8_2_mbox_conf_flat" bottom: "conv9_2_mbox_conf_flat" top: "mbox_conf" concat_param { axis: 1 } } layer { name: "mbox_priorbox" type: "Concat" bottom: "conv4_3_norm_mbox_priorbox" bottom: "fc7_mbox_priorbox" bottom: "conv6_2_mbox_priorbox" bottom: "conv7_2_mbox_priorbox" bottom: "conv8_2_mbox_priorbox" bottom: "conv9_2_mbox_priorbox" top: "mbox_priorbox" concat_param { axis: 2 } } layer { name: "mbox_loss" type: "MultiBoxLoss" bottom: "mbox_loc" bottom: "mbox_conf" bottom: "mbox_priorbox" bottom: "label" top: "mbox_loss" include { phase: TRAIN } propagate_down: true propagate_down: true propagate_down: false propagate_down: false loss_param { normalization: VALID } multibox_loss_param { loc_loss_type: SMOOTH_L1 conf_loss_type: SOFTMAX loc_weight: 1 num_classes: 2 share_location: true match_type: PER_PREDICTION overlap_threshold: 0.5 use_prior_for_matching: true background_label_id: 0 use_difficult_gt: true neg_pos_ratio: 3 neg_overlap: 0.5 code_type: CENTER_SIZE ignore_cross_boundary_bbox: false mining_type: MAX_NEGATIVE } } I0511 04:18:48.655792 14238 layer_factory.hpp:77] Creating layer data I0511 04:18:48.655932 14238 net.cpp:100] Creating Layer data I0511 04:18:48.655944 14238 net.cpp:408] data -> data I0511 04:18:48.655968 14238 net.cpp:408] data -> label I0511 04:18:48.656725 14253 db_lmdb.cpp:35] Opened lmdb examples/MELON/MELON_trainval_lmdb I0511 04:18:48.670241 14238 annotated_data_layer.cpp:62] output data size: 16,3,300,300 I0511 04:18:48.690484 14238 net.cpp:150] Setting up data I0511 04:18:48.690501 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690506 14238 net.cpp:157] Top shape: 1 1 2 8 (16) I0511 04:18:48.690522 14238 net.cpp:165] Memory required for data: 17280064 I0511 04:18:48.690529 14238 layer_factory.hpp:77] Creating layer data_data_0_split I0511 04:18:48.690539 14238 net.cpp:100] Creating Layer data_data_0_split I0511 04:18:48.690544 14238 net.cpp:434] data_data_0_split <- data I0511 04:18:48.690557 14238 net.cpp:408] data_data_0_split -> data_data_0_split_0 I0511 04:18:48.690587 14238 net.cpp:408] data_data_0_split -> data_data_0_split_1 I0511 04:18:48.690593 14238 net.cpp:408] data_data_0_split -> data_data_0_split_2 I0511 04:18:48.690598 14238 net.cpp:408] data_data_0_split -> data_data_0_split_3 I0511 04:18:48.690603 14238 net.cpp:408] data_data_0_split -> data_data_0_split_4 I0511 04:18:48.690608 14238 net.cpp:408] data_data_0_split -> data_data_0_split_5 I0511 04:18:48.690613 14238 net.cpp:408] data_data_0_split -> data_data_0_split_6 I0511 04:18:48.690678 14238 net.cpp:150] Setting up data_data_0_split I0511 04:18:48.690683 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690686 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690690 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690691 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690695 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690697 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690699 14238 net.cpp:157] Top shape: 16 3 300 300 (4320000) I0511 04:18:48.690701 14238 net.cpp:165] Memory required for data: 138240064 I0511 04:18:48.690704 14238 layer_factory.hpp:77] Creating layer conv1_1 I0511 04:18:48.690717 14238 net.cpp:100] Creating Layer conv1_1 I0511 04:18:48.690719 14238 net.cpp:434] conv1_1 <- data_data_0_split_0 I0511 04:18:48.690726 14238 net.cpp:408] conv1_1 -> conv1_1 I0511 04:18:48.855075 14254 blocking_queue.cpp:50] Waiting for data I0511 04:18:48.888788 14238 net.cpp:150] Setting up conv1_1 I0511 04:18:48.888809 14238 net.cpp:157] Top shape: 16 64 300 300 (92160000) I0511 04:18:48.888813 14238 net.cpp:165] Memory required for data: 506880064 I0511 04:18:48.888828 14238 layer_factory.hpp:77] Creating layer relu1_1 I0511 04:18:48.888837 14238 net.cpp:100] Creating Layer relu1_1 I0511 04:18:48.888840 14238 net.cpp:434] relu1_1 <- conv1_1 I0511 04:18:48.888844 14238 net.cpp:395] relu1_1 -> conv1_1 (in-place) I0511 04:18:48.888988 14238 net.cpp:150] Setting up relu1_1 I0511 04:18:48.888995 14238 net.cpp:157] Top shape: 16 64 300 300 (92160000) I0511 04:18:48.888999 14238 net.cpp:165] Memory required for data: 875520064 I0511 04:18:48.889003 14238 layer_factory.hpp:77] Creating layer conv1_2 I0511 04:18:48.889014 14238 net.cpp:100] Creating Layer conv1_2 I0511 04:18:48.889017 14238 net.cpp:434] conv1_2 <- conv1_1 I0511 04:18:48.889021 14238 net.cpp:408] conv1_2 -> conv1_2 I0511 04:18:48.890771 14238 net.cpp:150] Setting up conv1_2 I0511 04:18:48.890781 14238 net.cpp:157] Top shape: 16 64 300 300 (92160000) I0511 04:18:48.890784 14238 net.cpp:165] Memory required for data: 1244160064 I0511 04:18:48.890790 14238 layer_factory.hpp:77] Creating layer relu1_2 I0511 04:18:48.890795 14238 net.cpp:100] Creating Layer relu1_2 I0511 04:18:48.890799 14238 net.cpp:434] relu1_2 <- conv1_2 I0511 04:18:48.890802 14238 net.cpp:395] relu1_2 -> conv1_2 (in-place) I0511 04:18:48.890951 14238 net.cpp:150] Setting up relu1_2 I0511 04:18:48.890959 14238 net.cpp:157] Top shape: 16 64 300 300 (92160000) I0511 04:18:48.890962 14238 net.cpp:165] Memory required for data: 1612800064 I0511 04:18:48.890965 14238 layer_factory.hpp:77] Creating layer pool1 I0511 04:18:48.890971 14238 net.cpp:100] Creating Layer pool1 I0511 04:18:48.890975 14238 net.cpp:434] pool1 <- conv1_2 I0511 04:18:48.890983 14238 net.cpp:408] pool1 -> pool1 I0511 04:18:48.891031 14238 net.cpp:150] Setting up pool1 I0511 04:18:48.891036 14238 net.cpp:157] Top shape: 16 64 150 150 (23040000) I0511 04:18:48.891038 14238 net.cpp:165] Memory required for data: 1704960064 I0511 04:18:48.891042 14238 layer_factory.hpp:77] Creating layer conv2_1 I0511 04:18:48.891052 14238 net.cpp:100] Creating Layer conv2_1 I0511 04:18:48.891073 14238 net.cpp:434] conv2_1 <- pool1 I0511 04:18:48.891083 14238 net.cpp:408] conv2_1 -> conv2_1 I0511 04:18:48.892211 14238 net.cpp:150] Setting up conv2_1 I0511 04:18:48.892221 14238 net.cpp:157] Top shape: 16 128 150 150 (46080000) I0511 04:18:48.892225 14238 net.cpp:165] Memory required for data: 1889280064 I0511 04:18:48.892233 14238 layer_factory.hpp:77] Creating layer relu2_1 I0511 04:18:48.892241 14238 net.cpp:100] Creating Layer relu2_1 I0511 04:18:48.892246 14238 net.cpp:434] relu2_1 <- conv2_1 I0511 04:18:48.892253 14238 net.cpp:395] relu2_1 -> conv2_1 (in-place) I0511 04:18:48.892390 14238 net.cpp:150] Setting up relu2_1 I0511 04:18:48.892397 14238 net.cpp:157] Top shape: 16 128 150 150 (46080000) I0511 04:18:48.892400 14238 net.cpp:165] Memory required for data: 2073600064 I0511 04:18:48.892405 14238 layer_factory.hpp:77] Creating layer conv2_2 I0511 04:18:48.892415 14238 net.cpp:100] Creating Layer conv2_2 I0511 04:18:48.892419 14238 net.cpp:434] conv2_2 <- conv2_1 I0511 04:18:48.892426 14238 net.cpp:408] conv2_2 -> conv2_2 I0511 04:18:48.894122 14238 net.cpp:150] Setting up conv2_2 I0511 04:18:48.894132 14238 net.cpp:157] Top shape: 16 128 150 150 (46080000) I0511 04:18:48.894136 14238 net.cpp:165] Memory required for data: 2257920064 I0511 04:18:48.894143 14238 layer_factory.hpp:77] Creating layer relu2_2 I0511 04:18:48.894150 14238 net.cpp:100] Creating Layer relu2_2 I0511 04:18:48.894153 14238 net.cpp:434] relu2_2 <- conv2_2 I0511 04:18:48.894161 14238 net.cpp:395] relu2_2 -> conv2_2 (in-place) I0511 04:18:48.894294 14238 net.cpp:150] Setting up relu2_2 I0511 04:18:48.894304 14238 net.cpp:157] Top shape: 16 128 150 150 (46080000) I0511 04:18:48.894307 14238 net.cpp:165] Memory required for data: 2442240064 I0511 04:18:48.894311 14238 layer_factory.hpp:77] Creating layer pool2 I0511 04:18:48.894317 14238 net.cpp:100] Creating Layer pool2 I0511 04:18:48.894321 14238 net.cpp:434] pool2 <- conv2_2 I0511 04:18:48.894326 14238 net.cpp:408] pool2 -> pool2 I0511 04:18:48.894359 14238 net.cpp:150] Setting up pool2 I0511 04:18:48.894364 14238 net.cpp:157] Top shape: 16 128 75 75 (11520000) I0511 04:18:48.894366 14238 net.cpp:165] Memory required for data: 2488320064 I0511 04:18:48.894369 14238 layer_factory.hpp:77] Creating layer conv3_1 I0511 04:18:48.894378 14238 net.cpp:100] Creating Layer conv3_1 I0511 04:18:48.894383 14238 net.cpp:434] conv3_1 <- pool2 I0511 04:18:48.894390 14238 net.cpp:408] conv3_1 -> conv3_1 I0511 04:18:48.897907 14238 net.cpp:150] Setting up conv3_1 I0511 04:18:48.897917 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.897920 14238 net.cpp:165] Memory required for data: 2580480064 I0511 04:18:48.897933 14238 layer_factory.hpp:77] Creating layer relu3_1 I0511 04:18:48.897940 14238 net.cpp:100] Creating Layer relu3_1 I0511 04:18:48.897944 14238 net.cpp:434] relu3_1 <- conv3_1 I0511 04:18:48.897953 14238 net.cpp:395] relu3_1 -> conv3_1 (in-place) I0511 04:18:48.898414 14238 net.cpp:150] Setting up relu3_1 I0511 04:18:48.898423 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.898427 14238 net.cpp:165] Memory required for data: 2672640064 I0511 04:18:48.898430 14238 layer_factory.hpp:77] Creating layer conv3_2 I0511 04:18:48.898442 14238 net.cpp:100] Creating Layer conv3_2 I0511 04:18:48.898447 14238 net.cpp:434] conv3_2 <- conv3_1 I0511 04:18:48.898454 14238 net.cpp:408] conv3_2 -> conv3_2 I0511 04:18:48.902101 14238 net.cpp:150] Setting up conv3_2 I0511 04:18:48.902112 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.902115 14238 net.cpp:165] Memory required for data: 2764800064 I0511 04:18:48.902122 14238 layer_factory.hpp:77] Creating layer relu3_2 I0511 04:18:48.902128 14238 net.cpp:100] Creating Layer relu3_2 I0511 04:18:48.902132 14238 net.cpp:434] relu3_2 <- conv3_2 I0511 04:18:48.902139 14238 net.cpp:395] relu3_2 -> conv3_2 (in-place) I0511 04:18:48.902595 14238 net.cpp:150] Setting up relu3_2 I0511 04:18:48.902603 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.902623 14238 net.cpp:165] Memory required for data: 2856960064 I0511 04:18:48.902628 14238 layer_factory.hpp:77] Creating layer conv3_3 I0511 04:18:48.902642 14238 net.cpp:100] Creating Layer conv3_3 I0511 04:18:48.902647 14238 net.cpp:434] conv3_3 <- conv3_2 I0511 04:18:48.902653 14238 net.cpp:408] conv3_3 -> conv3_3 I0511 04:18:48.906646 14238 net.cpp:150] Setting up conv3_3 I0511 04:18:48.906656 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.906659 14238 net.cpp:165] Memory required for data: 2949120064 I0511 04:18:48.906666 14238 layer_factory.hpp:77] Creating layer relu3_3 I0511 04:18:48.906672 14238 net.cpp:100] Creating Layer relu3_3 I0511 04:18:48.906677 14238 net.cpp:434] relu3_3 <- conv3_3 I0511 04:18:48.906684 14238 net.cpp:395] relu3_3 -> conv3_3 (in-place) I0511 04:18:48.906827 14238 net.cpp:150] Setting up relu3_3 I0511 04:18:48.906836 14238 net.cpp:157] Top shape: 16 256 75 75 (23040000) I0511 04:18:48.906838 14238 net.cpp:165] Memory required for data: 3041280064 I0511 04:18:48.906841 14238 layer_factory.hpp:77] Creating layer pool3 I0511 04:18:48.906848 14238 net.cpp:100] Creating Layer pool3 I0511 04:18:48.906852 14238 net.cpp:434] pool3 <- conv3_3 I0511 04:18:48.906859 14238 net.cpp:408] pool3 -> pool3 I0511 04:18:48.906903 14238 net.cpp:150] Setting up pool3 I0511 04:18:48.906909 14238 net.cpp:157] Top shape: 16 256 38 38 (5914624) I0511 04:18:48.906913 14238 net.cpp:165] Memory required for data: 3064938560 I0511 04:18:48.906916 14238 layer_factory.hpp:77] Creating layer conv4_1 I0511 04:18:48.906926 14238 net.cpp:100] Creating Layer conv4_1 I0511 04:18:48.906930 14238 net.cpp:434] conv4_1 <- pool3 I0511 04:18:48.906937 14238 net.cpp:408] conv4_1 -> conv4_1 I0511 04:18:48.914665 14238 net.cpp:150] Setting up conv4_1 I0511 04:18:48.914685 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.914688 14238 net.cpp:165] Memory required for data: 3112255552 I0511 04:18:48.914696 14238 layer_factory.hpp:77] Creating layer relu4_1 I0511 04:18:48.914703 14238 net.cpp:100] Creating Layer relu4_1 I0511 04:18:48.914707 14238 net.cpp:434] relu4_1 <- conv4_1 I0511 04:18:48.914711 14238 net.cpp:395] relu4_1 -> conv4_1 (in-place) I0511 04:18:48.914855 14238 net.cpp:150] Setting up relu4_1 I0511 04:18:48.914863 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.914865 14238 net.cpp:165] Memory required for data: 3159572544 I0511 04:18:48.914868 14238 layer_factory.hpp:77] Creating layer conv4_2 I0511 04:18:48.914878 14238 net.cpp:100] Creating Layer conv4_2 I0511 04:18:48.914880 14238 net.cpp:434] conv4_2 <- conv4_1 I0511 04:18:48.914886 14238 net.cpp:408] conv4_2 -> conv4_2 I0511 04:18:48.926288 14238 net.cpp:150] Setting up conv4_2 I0511 04:18:48.926308 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.926311 14238 net.cpp:165] Memory required for data: 3206889536 I0511 04:18:48.926323 14238 layer_factory.hpp:77] Creating layer relu4_2 I0511 04:18:48.926331 14238 net.cpp:100] Creating Layer relu4_2 I0511 04:18:48.926336 14238 net.cpp:434] relu4_2 <- conv4_2 I0511 04:18:48.926342 14238 net.cpp:395] relu4_2 -> conv4_2 (in-place) I0511 04:18:48.926488 14238 net.cpp:150] Setting up relu4_2 I0511 04:18:48.926494 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.926518 14238 net.cpp:165] Memory required for data: 3254206528 I0511 04:18:48.926522 14238 layer_factory.hpp:77] Creating layer conv4_3 I0511 04:18:48.926530 14238 net.cpp:100] Creating Layer conv4_3 I0511 04:18:48.926532 14238 net.cpp:434] conv4_3 <- conv4_2 I0511 04:18:48.926538 14238 net.cpp:408] conv4_3 -> conv4_3 I0511 04:18:48.938094 14238 net.cpp:150] Setting up conv4_3 I0511 04:18:48.938113 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.938117 14238 net.cpp:165] Memory required for data: 3301523520 I0511 04:18:48.938123 14238 layer_factory.hpp:77] Creating layer relu4_3 I0511 04:18:48.938130 14238 net.cpp:100] Creating Layer relu4_3 I0511 04:18:48.938133 14238 net.cpp:434] relu4_3 <- conv4_3 I0511 04:18:48.938140 14238 net.cpp:395] relu4_3 -> conv4_3 (in-place) I0511 04:18:48.938328 14238 net.cpp:150] Setting up relu4_3 I0511 04:18:48.938333 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.938336 14238 net.cpp:165] Memory required for data: 3348840512 I0511 04:18:48.938338 14238 layer_factory.hpp:77] Creating layer conv4_3_relu4_3_0_split I0511 04:18:48.938344 14238 net.cpp:100] Creating Layer conv4_3_relu4_3_0_split I0511 04:18:48.938345 14238 net.cpp:434] conv4_3_relu4_3_0_split <- conv4_3 I0511 04:18:48.938350 14238 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_0 I0511 04:18:48.938356 14238 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_1 I0511 04:18:48.938385 14238 net.cpp:150] Setting up conv4_3_relu4_3_0_split I0511 04:18:48.938390 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.938392 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:48.938395 14238 net.cpp:165] Memory required for data: 3443474496 I0511 04:18:48.938396 14238 layer_factory.hpp:77] Creating layer pool4 I0511 04:18:48.938400 14238 net.cpp:100] Creating Layer pool4 I0511 04:18:48.938403 14238 net.cpp:434] pool4 <- conv4_3_relu4_3_0_split_0 I0511 04:18:48.938408 14238 net.cpp:408] pool4 -> pool4 I0511 04:18:48.938433 14238 net.cpp:150] Setting up pool4 I0511 04:18:48.938437 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.938441 14238 net.cpp:165] Memory required for data: 3455303744 I0511 04:18:48.938443 14238 layer_factory.hpp:77] Creating layer conv5_1 I0511 04:18:48.938455 14238 net.cpp:100] Creating Layer conv5_1 I0511 04:18:48.938460 14238 net.cpp:434] conv5_1 <- pool4 I0511 04:18:48.938469 14238 net.cpp:408] conv5_1 -> conv5_1 I0511 04:18:48.950661 14238 net.cpp:150] Setting up conv5_1 I0511 04:18:48.950681 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.950685 14238 net.cpp:165] Memory required for data: 3467132992 I0511 04:18:48.950692 14238 layer_factory.hpp:77] Creating layer relu5_1 I0511 04:18:48.950698 14238 net.cpp:100] Creating Layer relu5_1 I0511 04:18:48.950701 14238 net.cpp:434] relu5_1 <- conv5_1 I0511 04:18:48.950706 14238 net.cpp:395] relu5_1 -> conv5_1 (in-place) I0511 04:18:48.951244 14238 net.cpp:150] Setting up relu5_1 I0511 04:18:48.951253 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.951256 14238 net.cpp:165] Memory required for data: 3478962240 I0511 04:18:48.951258 14238 layer_factory.hpp:77] Creating layer conv5_2 I0511 04:18:48.951268 14238 net.cpp:100] Creating Layer conv5_2 I0511 04:18:48.951270 14238 net.cpp:434] conv5_2 <- conv5_1 I0511 04:18:48.951275 14238 net.cpp:408] conv5_2 -> conv5_2 I0511 04:18:48.962159 14238 net.cpp:150] Setting up conv5_2 I0511 04:18:48.962182 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.962184 14238 net.cpp:165] Memory required for data: 3490791488 I0511 04:18:48.962190 14238 layer_factory.hpp:77] Creating layer relu5_2 I0511 04:18:48.962199 14238 net.cpp:100] Creating Layer relu5_2 I0511 04:18:48.962203 14238 net.cpp:434] relu5_2 <- conv5_2 I0511 04:18:48.962208 14238 net.cpp:395] relu5_2 -> conv5_2 (in-place) I0511 04:18:48.962828 14238 net.cpp:150] Setting up relu5_2 I0511 04:18:48.962836 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.962853 14238 net.cpp:165] Memory required for data: 3502620736 I0511 04:18:48.962857 14238 layer_factory.hpp:77] Creating layer conv5_3 I0511 04:18:48.962879 14238 net.cpp:100] Creating Layer conv5_3 I0511 04:18:48.962882 14238 net.cpp:434] conv5_3 <- conv5_2 I0511 04:18:48.962888 14238 net.cpp:408] conv5_3 -> conv5_3 I0511 04:18:48.974139 14238 net.cpp:150] Setting up conv5_3 I0511 04:18:48.974175 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.974179 14238 net.cpp:165] Memory required for data: 3514449984 I0511 04:18:48.974185 14238 layer_factory.hpp:77] Creating layer relu5_3 I0511 04:18:48.974197 14238 net.cpp:100] Creating Layer relu5_3 I0511 04:18:48.974201 14238 net.cpp:434] relu5_3 <- conv5_3 I0511 04:18:48.974205 14238 net.cpp:395] relu5_3 -> conv5_3 (in-place) I0511 04:18:48.974366 14238 net.cpp:150] Setting up relu5_3 I0511 04:18:48.974372 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.974375 14238 net.cpp:165] Memory required for data: 3526279232 I0511 04:18:48.974390 14238 layer_factory.hpp:77] Creating layer pool5 I0511 04:18:48.974396 14238 net.cpp:100] Creating Layer pool5 I0511 04:18:48.974400 14238 net.cpp:434] pool5 <- conv5_3 I0511 04:18:48.974403 14238 net.cpp:408] pool5 -> pool5 I0511 04:18:48.974442 14238 net.cpp:150] Setting up pool5 I0511 04:18:48.974447 14238 net.cpp:157] Top shape: 16 512 19 19 (2957312) I0511 04:18:48.974449 14238 net.cpp:165] Memory required for data: 3538108480 I0511 04:18:48.974452 14238 layer_factory.hpp:77] Creating layer fc6 I0511 04:18:48.974460 14238 net.cpp:100] Creating Layer fc6 I0511 04:18:48.974463 14238 net.cpp:434] fc6 <- pool5 I0511 04:18:48.974468 14238 net.cpp:408] fc6 -> fc6 I0511 04:18:48.995577 14238 net.cpp:150] Setting up fc6 I0511 04:18:48.995610 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:48.995613 14238 net.cpp:165] Memory required for data: 3561766976 I0511 04:18:48.995621 14238 layer_factory.hpp:77] Creating layer relu6 I0511 04:18:48.995628 14238 net.cpp:100] Creating Layer relu6 I0511 04:18:48.995631 14238 net.cpp:434] relu6 <- fc6 I0511 04:18:48.995638 14238 net.cpp:395] relu6 -> fc6 (in-place) I0511 04:18:48.995826 14238 net.cpp:150] Setting up relu6 I0511 04:18:48.995833 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:48.995836 14238 net.cpp:165] Memory required for data: 3585425472 I0511 04:18:48.995838 14238 layer_factory.hpp:77] Creating layer fc7 I0511 04:18:48.995849 14238 net.cpp:100] Creating Layer fc7 I0511 04:18:48.995854 14238 net.cpp:434] fc7 <- fc6 I0511 04:18:48.995862 14238 net.cpp:408] fc7 -> fc7 I0511 04:18:49.001709 14238 net.cpp:150] Setting up fc7 I0511 04:18:49.001722 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.001725 14238 net.cpp:165] Memory required for data: 3609083968 I0511 04:18:49.001730 14238 layer_factory.hpp:77] Creating layer relu7 I0511 04:18:49.001737 14238 net.cpp:100] Creating Layer relu7 I0511 04:18:49.001740 14238 net.cpp:434] relu7 <- fc7 I0511 04:18:49.001744 14238 net.cpp:395] relu7 -> fc7 (in-place) I0511 04:18:49.001917 14238 net.cpp:150] Setting up relu7 I0511 04:18:49.001925 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.001929 14238 net.cpp:165] Memory required for data: 3632742464 I0511 04:18:49.001930 14238 layer_factory.hpp:77] Creating layer fc7_relu7_0_split I0511 04:18:49.001936 14238 net.cpp:100] Creating Layer fc7_relu7_0_split I0511 04:18:49.001940 14238 net.cpp:434] fc7_relu7_0_split <- fc7 I0511 04:18:49.001943 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_0 I0511 04:18:49.001950 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_1 I0511 04:18:49.001960 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_2 I0511 04:18:49.001966 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_3 I0511 04:18:49.002038 14238 net.cpp:150] Setting up fc7_relu7_0_split I0511 04:18:49.002043 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.002046 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.002049 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.002051 14238 net.cpp:157] Top shape: 16 1024 19 19 (5914624) I0511 04:18:49.002053 14238 net.cpp:165] Memory required for data: 3727376448 I0511 04:18:49.002055 14238 layer_factory.hpp:77] Creating layer conv6_1 I0511 04:18:49.002064 14238 net.cpp:100] Creating Layer conv6_1 I0511 04:18:49.002068 14238 net.cpp:434] conv6_1 <- fc7_relu7_0_split_0 I0511 04:18:49.002073 14238 net.cpp:408] conv6_1 -> conv6_1 I0511 04:18:49.005070 14238 net.cpp:150] Setting up conv6_1 I0511 04:18:49.005081 14238 net.cpp:157] Top shape: 16 256 19 19 (1478656) I0511 04:18:49.005084 14238 net.cpp:165] Memory required for data: 3733291072 I0511 04:18:49.005089 14238 layer_factory.hpp:77] Creating layer conv6_1_relu I0511 04:18:49.005095 14238 net.cpp:100] Creating Layer conv6_1_relu I0511 04:18:49.005112 14238 net.cpp:434] conv6_1_relu <- conv6_1 I0511 04:18:49.005117 14238 net.cpp:395] conv6_1_relu -> conv6_1 (in-place) I0511 04:18:49.005666 14238 net.cpp:150] Setting up conv6_1_relu I0511 04:18:49.005676 14238 net.cpp:157] Top shape: 16 256 19 19 (1478656) I0511 04:18:49.005679 14238 net.cpp:165] Memory required for data: 3739205696 I0511 04:18:49.005683 14238 layer_factory.hpp:77] Creating layer conv6_2 I0511 04:18:49.005695 14238 net.cpp:100] Creating Layer conv6_2 I0511 04:18:49.005700 14238 net.cpp:434] conv6_2 <- conv6_1 I0511 04:18:49.005709 14238 net.cpp:408] conv6_2 -> conv6_2 I0511 04:18:49.011878 14238 net.cpp:150] Setting up conv6_2 I0511 04:18:49.011905 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.011910 14238 net.cpp:165] Memory required for data: 3742482496 I0511 04:18:49.011929 14238 layer_factory.hpp:77] Creating layer conv6_2_relu I0511 04:18:49.011939 14238 net.cpp:100] Creating Layer conv6_2_relu I0511 04:18:49.011943 14238 net.cpp:434] conv6_2_relu <- conv6_2 I0511 04:18:49.011951 14238 net.cpp:395] conv6_2_relu -> conv6_2 (in-place) I0511 04:18:49.012595 14238 net.cpp:150] Setting up conv6_2_relu I0511 04:18:49.012605 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.012607 14238 net.cpp:165] Memory required for data: 3745759296 I0511 04:18:49.012609 14238 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_relu_0_split I0511 04:18:49.012615 14238 net.cpp:100] Creating Layer conv6_2_conv6_2_relu_0_split I0511 04:18:49.012619 14238 net.cpp:434] conv6_2_conv6_2_relu_0_split <- conv6_2 I0511 04:18:49.012624 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_0 I0511 04:18:49.012630 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_1 I0511 04:18:49.012636 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_2 I0511 04:18:49.012641 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_3 I0511 04:18:49.012696 14238 net.cpp:150] Setting up conv6_2_conv6_2_relu_0_split I0511 04:18:49.012701 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.012706 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.012708 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.012712 14238 net.cpp:157] Top shape: 16 512 10 10 (819200) I0511 04:18:49.012712 14238 net.cpp:165] Memory required for data: 3758866496 I0511 04:18:49.012715 14238 layer_factory.hpp:77] Creating layer conv7_1 I0511 04:18:49.012724 14238 net.cpp:100] Creating Layer conv7_1 I0511 04:18:49.012727 14238 net.cpp:434] conv7_1 <- conv6_2_conv6_2_relu_0_split_0 I0511 04:18:49.012733 14238 net.cpp:408] conv7_1 -> conv7_1 I0511 04:18:49.013950 14238 net.cpp:150] Setting up conv7_1 I0511 04:18:49.013959 14238 net.cpp:157] Top shape: 16 128 10 10 (204800) I0511 04:18:49.013962 14238 net.cpp:165] Memory required for data: 3759685696 I0511 04:18:49.013968 14238 layer_factory.hpp:77] Creating layer conv7_1_relu I0511 04:18:49.013976 14238 net.cpp:100] Creating Layer conv7_1_relu I0511 04:18:49.013981 14238 net.cpp:434] conv7_1_relu <- conv7_1 I0511 04:18:49.013986 14238 net.cpp:395] conv7_1_relu -> conv7_1 (in-place) I0511 04:18:49.014122 14238 net.cpp:150] Setting up conv7_1_relu I0511 04:18:49.014129 14238 net.cpp:157] Top shape: 16 128 10 10 (204800) I0511 04:18:49.014132 14238 net.cpp:165] Memory required for data: 3760504896 I0511 04:18:49.014135 14238 layer_factory.hpp:77] Creating layer conv7_2 I0511 04:18:49.014147 14238 net.cpp:100] Creating Layer conv7_2 I0511 04:18:49.014152 14238 net.cpp:434] conv7_2 <- conv7_1 I0511 04:18:49.014160 14238 net.cpp:408] conv7_2 -> conv7_2 I0511 04:18:49.016891 14238 net.cpp:150] Setting up conv7_2 I0511 04:18:49.016904 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.016907 14238 net.cpp:165] Memory required for data: 3760914496 I0511 04:18:49.016916 14238 layer_factory.hpp:77] Creating layer conv7_2_relu I0511 04:18:49.016922 14238 net.cpp:100] Creating Layer conv7_2_relu I0511 04:18:49.016942 14238 net.cpp:434] conv7_2_relu <- conv7_2 I0511 04:18:49.016948 14238 net.cpp:395] conv7_2_relu -> conv7_2 (in-place) I0511 04:18:49.017084 14238 net.cpp:150] Setting up conv7_2_relu I0511 04:18:49.017091 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.017092 14238 net.cpp:165] Memory required for data: 3761324096 I0511 04:18:49.017096 14238 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_relu_0_split I0511 04:18:49.017102 14238 net.cpp:100] Creating Layer conv7_2_conv7_2_relu_0_split I0511 04:18:49.017103 14238 net.cpp:434] conv7_2_conv7_2_relu_0_split <- conv7_2 I0511 04:18:49.017107 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_0 I0511 04:18:49.017112 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_1 I0511 04:18:49.017118 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_2 I0511 04:18:49.017122 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_3 I0511 04:18:49.017179 14238 net.cpp:150] Setting up conv7_2_conv7_2_relu_0_split I0511 04:18:49.017184 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.017189 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.017190 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.017194 14238 net.cpp:157] Top shape: 16 256 5 5 (102400) I0511 04:18:49.017195 14238 net.cpp:165] Memory required for data: 3762962496 I0511 04:18:49.017197 14238 layer_factory.hpp:77] Creating layer conv8_1 I0511 04:18:49.017205 14238 net.cpp:100] Creating Layer conv8_1 I0511 04:18:49.017208 14238 net.cpp:434] conv8_1 <- conv7_2_conv7_2_relu_0_split_0 I0511 04:18:49.017215 14238 net.cpp:408] conv8_1 -> conv8_1 I0511 04:18:49.018265 14238 net.cpp:150] Setting up conv8_1 I0511 04:18:49.018275 14238 net.cpp:157] Top shape: 16 128 5 5 (51200) I0511 04:18:49.018278 14238 net.cpp:165] Memory required for data: 3763167296 I0511 04:18:49.018285 14238 layer_factory.hpp:77] Creating layer conv8_1_relu I0511 04:18:49.018292 14238 net.cpp:100] Creating Layer conv8_1_relu I0511 04:18:49.018296 14238 net.cpp:434] conv8_1_relu <- conv8_1 I0511 04:18:49.018302 14238 net.cpp:395] conv8_1_relu -> conv8_1 (in-place) I0511 04:18:49.018435 14238 net.cpp:150] Setting up conv8_1_relu I0511 04:18:49.018445 14238 net.cpp:157] Top shape: 16 128 5 5 (51200) I0511 04:18:49.018447 14238 net.cpp:165] Memory required for data: 3763372096 I0511 04:18:49.018450 14238 layer_factory.hpp:77] Creating layer conv8_2 I0511 04:18:49.018460 14238 net.cpp:100] Creating Layer conv8_2 I0511 04:18:49.018465 14238 net.cpp:434] conv8_2 <- conv8_1 I0511 04:18:49.018472 14238 net.cpp:408] conv8_2 -> conv8_2 I0511 04:18:49.021143 14238 net.cpp:150] Setting up conv8_2 I0511 04:18:49.021152 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021157 14238 net.cpp:165] Memory required for data: 3763519552 I0511 04:18:49.021162 14238 layer_factory.hpp:77] Creating layer conv8_2_relu I0511 04:18:49.021168 14238 net.cpp:100] Creating Layer conv8_2_relu I0511 04:18:49.021173 14238 net.cpp:434] conv8_2_relu <- conv8_2 I0511 04:18:49.021178 14238 net.cpp:395] conv8_2_relu -> conv8_2 (in-place) I0511 04:18:49.021314 14238 net.cpp:150] Setting up conv8_2_relu I0511 04:18:49.021322 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021324 14238 net.cpp:165] Memory required for data: 3763667008 I0511 04:18:49.021328 14238 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_relu_0_split I0511 04:18:49.021335 14238 net.cpp:100] Creating Layer conv8_2_conv8_2_relu_0_split I0511 04:18:49.021339 14238 net.cpp:434] conv8_2_conv8_2_relu_0_split <- conv8_2 I0511 04:18:49.021347 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_0 I0511 04:18:49.021358 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_1 I0511 04:18:49.021365 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_2 I0511 04:18:49.021373 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_3 I0511 04:18:49.021448 14238 net.cpp:150] Setting up conv8_2_conv8_2_relu_0_split I0511 04:18:49.021456 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021459 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021463 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021467 14238 net.cpp:157] Top shape: 16 256 3 3 (36864) I0511 04:18:49.021471 14238 net.cpp:165] Memory required for data: 3764256832 I0511 04:18:49.021476 14238 layer_factory.hpp:77] Creating layer conv9_1 I0511 04:18:49.021486 14238 net.cpp:100] Creating Layer conv9_1 I0511 04:18:49.021490 14238 net.cpp:434] conv9_1 <- conv8_2_conv8_2_relu_0_split_0 I0511 04:18:49.021499 14238 net.cpp:408] conv9_1 -> conv9_1 I0511 04:18:49.022542 14238 net.cpp:150] Setting up conv9_1 I0511 04:18:49.022552 14238 net.cpp:157] Top shape: 16 128 3 3 (18432) I0511 04:18:49.022554 14238 net.cpp:165] Memory required for data: 3764330560 I0511 04:18:49.022562 14238 layer_factory.hpp:77] Creating layer conv9_1_relu I0511 04:18:49.022567 14238 net.cpp:100] Creating Layer conv9_1_relu I0511 04:18:49.022572 14238 net.cpp:434] conv9_1_relu <- conv9_1 I0511 04:18:49.022578 14238 net.cpp:395] conv9_1_relu -> conv9_1 (in-place) I0511 04:18:49.023069 14238 net.cpp:150] Setting up conv9_1_relu I0511 04:18:49.023079 14238 net.cpp:157] Top shape: 16 128 3 3 (18432) I0511 04:18:49.023082 14238 net.cpp:165] Memory required for data: 3764404288 I0511 04:18:49.023087 14238 layer_factory.hpp:77] Creating layer conv9_2 I0511 04:18:49.023097 14238 net.cpp:100] Creating Layer conv9_2 I0511 04:18:49.023102 14238 net.cpp:434] conv9_2 <- conv9_1 I0511 04:18:49.023110 14238 net.cpp:408] conv9_2 -> conv9_2 I0511 04:18:49.025408 14238 net.cpp:150] Setting up conv9_2 I0511 04:18:49.025418 14238 net.cpp:157] Top shape: 16 256 1 1 (4096) I0511 04:18:49.025420 14238 net.cpp:165] Memory required for data: 3764420672 I0511 04:18:49.025426 14238 layer_factory.hpp:77] Creating layer conv9_2_relu I0511 04:18:49.025431 14238 net.cpp:100] Creating Layer conv9_2_relu I0511 04:18:49.025436 14238 net.cpp:434] conv9_2_relu <- conv9_2 I0511 04:18:49.025444 14238 net.cpp:395] conv9_2_relu -> conv9_2 (in-place) I0511 04:18:49.025944 14238 net.cpp:150] Setting up conv9_2_relu I0511 04:18:49.025954 14238 net.cpp:157] Top shape: 16 256 1 1 (4096) I0511 04:18:49.025956 14238 net.cpp:165] Memory required for data: 3764437056 I0511 04:18:49.025960 14238 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_relu_0_split I0511 04:18:49.025966 14238 net.cpp:100] Creating Layer conv9_2_conv9_2_relu_0_split I0511 04:18:49.025970 14238 net.cpp:434] conv9_2_conv9_2_relu_0_split <- conv9_2 I0511 04:18:49.025979 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_0 I0511 04:18:49.025988 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_1 I0511 04:18:49.025996 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_2 I0511 04:18:49.026052 14238 net.cpp:150] Setting up conv9_2_conv9_2_relu_0_split I0511 04:18:49.026059 14238 net.cpp:157] Top shape: 16 256 1 1 (4096) I0511 04:18:49.026062 14238 net.cpp:157] Top shape: 16 256 1 1 (4096) I0511 04:18:49.026067 14238 net.cpp:157] Top shape: 16 256 1 1 (4096) I0511 04:18:49.026069 14238 net.cpp:165] Memory required for data: 3764486208 I0511 04:18:49.026073 14238 layer_factory.hpp:77] Creating layer conv4_3_norm I0511 04:18:49.026083 14238 net.cpp:100] Creating Layer conv4_3_norm I0511 04:18:49.026087 14238 net.cpp:434] conv4_3_norm <- conv4_3_relu4_3_0_split_1 I0511 04:18:49.026094 14238 net.cpp:408] conv4_3_norm -> conv4_3_norm I0511 04:18:49.026229 14238 net.cpp:150] Setting up conv4_3_norm I0511 04:18:49.026237 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:49.026238 14238 net.cpp:165] Memory required for data: 3811803200 I0511 04:18:49.026243 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.026250 14238 net.cpp:100] Creating Layer conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.026255 14238 net.cpp:434] conv4_3_norm_conv4_3_norm_0_split <- conv4_3_norm I0511 04:18:49.026273 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_0 I0511 04:18:49.026280 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_1 I0511 04:18:49.026285 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_2 I0511 04:18:49.026329 14238 net.cpp:150] Setting up conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.026335 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:49.026340 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:49.026345 14238 net.cpp:157] Top shape: 16 512 38 38 (11829248) I0511 04:18:49.026347 14238 net.cpp:165] Memory required for data: 3953754176 I0511 04:18:49.026350 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc I0511 04:18:49.026361 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc I0511 04:18:49.026366 14238 net.cpp:434] conv4_3_norm_mbox_loc <- conv4_3_norm_conv4_3_norm_0_split_0 I0511 04:18:49.026376 14238 net.cpp:408] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc I0511 04:18:49.027936 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc I0511 04:18:49.027945 14238 net.cpp:157] Top shape: 16 16 38 38 (369664) I0511 04:18:49.027948 14238 net.cpp:165] Memory required for data: 3955232832 I0511 04:18:49.027956 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm I0511 04:18:49.027963 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_perm I0511 04:18:49.027968 14238 net.cpp:434] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc I0511 04:18:49.027976 14238 net.cpp:408] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm I0511 04:18:49.028067 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc_perm I0511 04:18:49.028074 14238 net.cpp:157] Top shape: 16 38 38 16 (369664) I0511 04:18:49.028076 14238 net.cpp:165] Memory required for data: 3956711488 I0511 04:18:49.028080 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat I0511 04:18:49.028086 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_flat I0511 04:18:49.028090 14238 net.cpp:434] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm I0511 04:18:49.028098 14238 net.cpp:408] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat I0511 04:18:49.028138 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc_flat I0511 04:18:49.028146 14238 net.cpp:157] Top shape: 16 23104 (369664) I0511 04:18:49.028147 14238 net.cpp:165] Memory required for data: 3958190144 I0511 04:18:49.028151 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf I0511 04:18:49.028169 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf I0511 04:18:49.028174 14238 net.cpp:434] conv4_3_norm_mbox_conf <- conv4_3_norm_conv4_3_norm_0_split_1 I0511 04:18:49.028182 14238 net.cpp:408] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf I0511 04:18:49.029249 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf I0511 04:18:49.029259 14238 net.cpp:157] Top shape: 16 8 38 38 (184832) I0511 04:18:49.029263 14238 net.cpp:165] Memory required for data: 3958929472 I0511 04:18:49.029269 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm I0511 04:18:49.029278 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_perm I0511 04:18:49.029283 14238 net.cpp:434] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf I0511 04:18:49.029290 14238 net.cpp:408] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm I0511 04:18:49.029378 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf_perm I0511 04:18:49.029384 14238 net.cpp:157] Top shape: 16 38 38 8 (184832) I0511 04:18:49.029390 14238 net.cpp:165] Memory required for data: 3959668800 I0511 04:18:49.029393 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat I0511 04:18:49.029399 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_flat I0511 04:18:49.029403 14238 net.cpp:434] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm I0511 04:18:49.029410 14238 net.cpp:408] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat I0511 04:18:49.029446 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf_flat I0511 04:18:49.029453 14238 net.cpp:157] Top shape: 16 11552 (184832) I0511 04:18:49.029454 14238 net.cpp:165] Memory required for data: 3960408128 I0511 04:18:49.029458 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox I0511 04:18:49.029464 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_priorbox I0511 04:18:49.029467 14238 net.cpp:434] conv4_3_norm_mbox_priorbox <- conv4_3_norm_conv4_3_norm_0_split_2 I0511 04:18:49.029472 14238 net.cpp:434] conv4_3_norm_mbox_priorbox <- data_data_0_split_1 I0511 04:18:49.029481 14238 net.cpp:408] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox I0511 04:18:49.029510 14238 net.cpp:150] Setting up conv4_3_norm_mbox_priorbox I0511 04:18:49.029517 14238 net.cpp:157] Top shape: 1 2 23104 (46208) I0511 04:18:49.029521 14238 net.cpp:165] Memory required for data: 3960592960 I0511 04:18:49.029525 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc I0511 04:18:49.029536 14238 net.cpp:100] Creating Layer fc7_mbox_loc I0511 04:18:49.029541 14238 net.cpp:434] fc7_mbox_loc <- fc7_relu7_0_split_1 I0511 04:18:49.029548 14238 net.cpp:408] fc7_mbox_loc -> fc7_mbox_loc I0511 04:18:49.031605 14238 net.cpp:150] Setting up fc7_mbox_loc I0511 04:18:49.031615 14238 net.cpp:157] Top shape: 16 24 19 19 (138624) I0511 04:18:49.031617 14238 net.cpp:165] Memory required for data: 3961147456 I0511 04:18:49.031625 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm I0511 04:18:49.031631 14238 net.cpp:100] Creating Layer fc7_mbox_loc_perm I0511 04:18:49.031637 14238 net.cpp:434] fc7_mbox_loc_perm <- fc7_mbox_loc I0511 04:18:49.031643 14238 net.cpp:408] fc7_mbox_loc_perm -> fc7_mbox_loc_perm I0511 04:18:49.031733 14238 net.cpp:150] Setting up fc7_mbox_loc_perm I0511 04:18:49.031740 14238 net.cpp:157] Top shape: 16 19 19 24 (138624) I0511 04:18:49.031744 14238 net.cpp:165] Memory required for data: 3961701952 I0511 04:18:49.031747 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat I0511 04:18:49.031754 14238 net.cpp:100] Creating Layer fc7_mbox_loc_flat I0511 04:18:49.031759 14238 net.cpp:434] fc7_mbox_loc_flat <- fc7_mbox_loc_perm I0511 04:18:49.031765 14238 net.cpp:408] fc7_mbox_loc_flat -> fc7_mbox_loc_flat I0511 04:18:49.031791 14238 net.cpp:150] Setting up fc7_mbox_loc_flat I0511 04:18:49.031797 14238 net.cpp:157] Top shape: 16 8664 (138624) I0511 04:18:49.031801 14238 net.cpp:165] Memory required for data: 3962256448 I0511 04:18:49.031805 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf I0511 04:18:49.031816 14238 net.cpp:100] Creating Layer fc7_mbox_conf I0511 04:18:49.031821 14238 net.cpp:434] fc7_mbox_conf <- fc7_relu7_0_split_2 I0511 04:18:49.031829 14238 net.cpp:408] fc7_mbox_conf -> fc7_mbox_conf I0511 04:18:49.033499 14238 net.cpp:150] Setting up fc7_mbox_conf I0511 04:18:49.033509 14238 net.cpp:157] Top shape: 16 12 19 19 (69312) I0511 04:18:49.033511 14238 net.cpp:165] Memory required for data: 3962533696 I0511 04:18:49.033517 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm I0511 04:18:49.033525 14238 net.cpp:100] Creating Layer fc7_mbox_conf_perm I0511 04:18:49.033529 14238 net.cpp:434] fc7_mbox_conf_perm <- fc7_mbox_conf I0511 04:18:49.033538 14238 net.cpp:408] fc7_mbox_conf_perm -> fc7_mbox_conf_perm I0511 04:18:49.033629 14238 net.cpp:150] Setting up fc7_mbox_conf_perm I0511 04:18:49.033637 14238 net.cpp:157] Top shape: 16 19 19 12 (69312) I0511 04:18:49.033639 14238 net.cpp:165] Memory required for data: 3962810944 I0511 04:18:49.033643 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat I0511 04:18:49.033648 14238 net.cpp:100] Creating Layer fc7_mbox_conf_flat I0511 04:18:49.033653 14238 net.cpp:434] fc7_mbox_conf_flat <- fc7_mbox_conf_perm I0511 04:18:49.033659 14238 net.cpp:408] fc7_mbox_conf_flat -> fc7_mbox_conf_flat I0511 04:18:49.033686 14238 net.cpp:150] Setting up fc7_mbox_conf_flat I0511 04:18:49.033692 14238 net.cpp:157] Top shape: 16 4332 (69312) I0511 04:18:49.033696 14238 net.cpp:165] Memory required for data: 3963088192 I0511 04:18:49.033710 14238 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox I0511 04:18:49.033716 14238 net.cpp:100] Creating Layer fc7_mbox_priorbox I0511 04:18:49.033722 14238 net.cpp:434] fc7_mbox_priorbox <- fc7_relu7_0_split_3 I0511 04:18:49.033727 14238 net.cpp:434] fc7_mbox_priorbox <- data_data_0_split_2 I0511 04:18:49.033735 14238 net.cpp:408] fc7_mbox_priorbox -> fc7_mbox_priorbox I0511 04:18:49.033761 14238 net.cpp:150] Setting up fc7_mbox_priorbox I0511 04:18:49.033767 14238 net.cpp:157] Top shape: 1 2 8664 (17328) I0511 04:18:49.033771 14238 net.cpp:165] Memory required for data: 3963157504 I0511 04:18:49.033776 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc I0511 04:18:49.033785 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc I0511 04:18:49.033790 14238 net.cpp:434] conv6_2_mbox_loc <- conv6_2_conv6_2_relu_0_split_1 I0511 04:18:49.033799 14238 net.cpp:408] conv6_2_mbox_loc -> conv6_2_mbox_loc I0511 04:18:49.035480 14238 net.cpp:150] Setting up conv6_2_mbox_loc I0511 04:18:49.035490 14238 net.cpp:157] Top shape: 16 24 10 10 (38400) I0511 04:18:49.035492 14238 net.cpp:165] Memory required for data: 3963311104 I0511 04:18:49.035498 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm I0511 04:18:49.035506 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc_perm I0511 04:18:49.035511 14238 net.cpp:434] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc I0511 04:18:49.035518 14238 net.cpp:408] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm I0511 04:18:49.035611 14238 net.cpp:150] Setting up conv6_2_mbox_loc_perm I0511 04:18:49.035619 14238 net.cpp:157] Top shape: 16 10 10 24 (38400) I0511 04:18:49.035620 14238 net.cpp:165] Memory required for data: 3963464704 I0511 04:18:49.035624 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat I0511 04:18:49.035629 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc_flat I0511 04:18:49.035634 14238 net.cpp:434] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm I0511 04:18:49.035641 14238 net.cpp:408] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat I0511 04:18:49.035667 14238 net.cpp:150] Setting up conv6_2_mbox_loc_flat I0511 04:18:49.035673 14238 net.cpp:157] Top shape: 16 2400 (38400) I0511 04:18:49.035677 14238 net.cpp:165] Memory required for data: 3963618304 I0511 04:18:49.035681 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf I0511 04:18:49.035691 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf I0511 04:18:49.035696 14238 net.cpp:434] conv6_2_mbox_conf <- conv6_2_conv6_2_relu_0_split_2 I0511 04:18:49.035704 14238 net.cpp:408] conv6_2_mbox_conf -> conv6_2_mbox_conf I0511 04:18:49.037191 14238 net.cpp:150] Setting up conv6_2_mbox_conf I0511 04:18:49.037200 14238 net.cpp:157] Top shape: 16 12 10 10 (19200) I0511 04:18:49.037204 14238 net.cpp:165] Memory required for data: 3963695104 I0511 04:18:49.037210 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm I0511 04:18:49.037219 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf_perm I0511 04:18:49.037223 14238 net.cpp:434] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf I0511 04:18:49.037230 14238 net.cpp:408] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm I0511 04:18:49.037323 14238 net.cpp:150] Setting up conv6_2_mbox_conf_perm I0511 04:18:49.037330 14238 net.cpp:157] Top shape: 16 10 10 12 (19200) I0511 04:18:49.037333 14238 net.cpp:165] Memory required for data: 3963771904 I0511 04:18:49.037336 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat I0511 04:18:49.037343 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf_flat I0511 04:18:49.037348 14238 net.cpp:434] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm I0511 04:18:49.037354 14238 net.cpp:408] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat I0511 04:18:49.037380 14238 net.cpp:150] Setting up conv6_2_mbox_conf_flat I0511 04:18:49.037386 14238 net.cpp:157] Top shape: 16 1200 (19200) I0511 04:18:49.037390 14238 net.cpp:165] Memory required for data: 3963848704 I0511 04:18:49.037394 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox I0511 04:18:49.037410 14238 net.cpp:100] Creating Layer conv6_2_mbox_priorbox I0511 04:18:49.037416 14238 net.cpp:434] conv6_2_mbox_priorbox <- conv6_2_conv6_2_relu_0_split_3 I0511 04:18:49.037421 14238 net.cpp:434] conv6_2_mbox_priorbox <- data_data_0_split_3 I0511 04:18:49.037428 14238 net.cpp:408] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox I0511 04:18:49.037453 14238 net.cpp:150] Setting up conv6_2_mbox_priorbox I0511 04:18:49.037459 14238 net.cpp:157] Top shape: 1 2 2400 (4800) I0511 04:18:49.037463 14238 net.cpp:165] Memory required for data: 3963867904 I0511 04:18:49.037467 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc I0511 04:18:49.037477 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc I0511 04:18:49.037482 14238 net.cpp:434] conv7_2_mbox_loc <- conv7_2_conv7_2_relu_0_split_1 I0511 04:18:49.037493 14238 net.cpp:408] conv7_2_mbox_loc -> conv7_2_mbox_loc I0511 04:18:49.038645 14238 net.cpp:150] Setting up conv7_2_mbox_loc I0511 04:18:49.038655 14238 net.cpp:157] Top shape: 16 24 5 5 (9600) I0511 04:18:49.038657 14238 net.cpp:165] Memory required for data: 3963906304 I0511 04:18:49.038663 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm I0511 04:18:49.038672 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc_perm I0511 04:18:49.038677 14238 net.cpp:434] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc I0511 04:18:49.038683 14238 net.cpp:408] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm I0511 04:18:49.038775 14238 net.cpp:150] Setting up conv7_2_mbox_loc_perm I0511 04:18:49.038782 14238 net.cpp:157] Top shape: 16 5 5 24 (9600) I0511 04:18:49.038784 14238 net.cpp:165] Memory required for data: 3963944704 I0511 04:18:49.038787 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat I0511 04:18:49.038795 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc_flat I0511 04:18:49.038800 14238 net.cpp:434] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm I0511 04:18:49.038805 14238 net.cpp:408] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat I0511 04:18:49.038830 14238 net.cpp:150] Setting up conv7_2_mbox_loc_flat I0511 04:18:49.038837 14238 net.cpp:157] Top shape: 16 600 (9600) I0511 04:18:49.038841 14238 net.cpp:165] Memory required for data: 3963983104 I0511 04:18:49.038844 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf I0511 04:18:49.038854 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf I0511 04:18:49.038859 14238 net.cpp:434] conv7_2_mbox_conf <- conv7_2_conv7_2_relu_0_split_2 I0511 04:18:49.038868 14238 net.cpp:408] conv7_2_mbox_conf -> conv7_2_mbox_conf I0511 04:18:49.040266 14238 net.cpp:150] Setting up conv7_2_mbox_conf I0511 04:18:49.040274 14238 net.cpp:157] Top shape: 16 12 5 5 (4800) I0511 04:18:49.040278 14238 net.cpp:165] Memory required for data: 3964002304 I0511 04:18:49.040284 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm I0511 04:18:49.040292 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf_perm I0511 04:18:49.040297 14238 net.cpp:434] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf I0511 04:18:49.040304 14238 net.cpp:408] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm I0511 04:18:49.040397 14238 net.cpp:150] Setting up conv7_2_mbox_conf_perm I0511 04:18:49.040405 14238 net.cpp:157] Top shape: 16 5 5 12 (4800) I0511 04:18:49.040406 14238 net.cpp:165] Memory required for data: 3964021504 I0511 04:18:49.040410 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat I0511 04:18:49.040416 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf_flat I0511 04:18:49.040421 14238 net.cpp:434] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm I0511 04:18:49.040427 14238 net.cpp:408] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat I0511 04:18:49.040453 14238 net.cpp:150] Setting up conv7_2_mbox_conf_flat I0511 04:18:49.040460 14238 net.cpp:157] Top shape: 16 300 (4800) I0511 04:18:49.040463 14238 net.cpp:165] Memory required for data: 3964040704 I0511 04:18:49.040467 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox I0511 04:18:49.040475 14238 net.cpp:100] Creating Layer conv7_2_mbox_priorbox I0511 04:18:49.040480 14238 net.cpp:434] conv7_2_mbox_priorbox <- conv7_2_conv7_2_relu_0_split_3 I0511 04:18:49.040493 14238 net.cpp:434] conv7_2_mbox_priorbox <- data_data_0_split_4 I0511 04:18:49.040503 14238 net.cpp:408] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox I0511 04:18:49.040526 14238 net.cpp:150] Setting up conv7_2_mbox_priorbox I0511 04:18:49.040532 14238 net.cpp:157] Top shape: 1 2 600 (1200) I0511 04:18:49.040536 14238 net.cpp:165] Memory required for data: 3964045504 I0511 04:18:49.040539 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc I0511 04:18:49.040551 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc I0511 04:18:49.040555 14238 net.cpp:434] conv8_2_mbox_loc <- conv8_2_conv8_2_relu_0_split_1 I0511 04:18:49.040565 14238 net.cpp:408] conv8_2_mbox_loc -> conv8_2_mbox_loc I0511 04:18:49.042018 14238 net.cpp:150] Setting up conv8_2_mbox_loc I0511 04:18:49.042027 14238 net.cpp:157] Top shape: 16 16 3 3 (2304) I0511 04:18:49.042031 14238 net.cpp:165] Memory required for data: 3964054720 I0511 04:18:49.042047 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm I0511 04:18:49.042055 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc_perm I0511 04:18:49.042060 14238 net.cpp:434] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc I0511 04:18:49.042068 14238 net.cpp:408] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm I0511 04:18:49.042163 14238 net.cpp:150] Setting up conv8_2_mbox_loc_perm I0511 04:18:49.042171 14238 net.cpp:157] Top shape: 16 3 3 16 (2304) I0511 04:18:49.042173 14238 net.cpp:165] Memory required for data: 3964063936 I0511 04:18:49.042176 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat I0511 04:18:49.042182 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc_flat I0511 04:18:49.042186 14238 net.cpp:434] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm I0511 04:18:49.042194 14238 net.cpp:408] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat I0511 04:18:49.042220 14238 net.cpp:150] Setting up conv8_2_mbox_loc_flat I0511 04:18:49.042227 14238 net.cpp:157] Top shape: 16 144 (2304) I0511 04:18:49.042230 14238 net.cpp:165] Memory required for data: 3964073152 I0511 04:18:49.042234 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf I0511 04:18:49.042245 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf I0511 04:18:49.042249 14238 net.cpp:434] conv8_2_mbox_conf <- conv8_2_conv8_2_relu_0_split_2 I0511 04:18:49.042258 14238 net.cpp:408] conv8_2_mbox_conf -> conv8_2_mbox_conf I0511 04:18:49.043753 14238 net.cpp:150] Setting up conv8_2_mbox_conf I0511 04:18:49.043764 14238 net.cpp:157] Top shape: 16 8 3 3 (1152) I0511 04:18:49.043767 14238 net.cpp:165] Memory required for data: 3964077760 I0511 04:18:49.043774 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm I0511 04:18:49.043783 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf_perm I0511 04:18:49.043787 14238 net.cpp:434] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf I0511 04:18:49.043794 14238 net.cpp:408] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm I0511 04:18:49.043905 14238 net.cpp:150] Setting up conv8_2_mbox_conf_perm I0511 04:18:49.043911 14238 net.cpp:157] Top shape: 16 3 3 8 (1152) I0511 04:18:49.043915 14238 net.cpp:165] Memory required for data: 3964082368 I0511 04:18:49.043918 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat I0511 04:18:49.043926 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf_flat I0511 04:18:49.043929 14238 net.cpp:434] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm I0511 04:18:49.043936 14238 net.cpp:408] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat I0511 04:18:49.043961 14238 net.cpp:150] Setting up conv8_2_mbox_conf_flat I0511 04:18:49.043965 14238 net.cpp:157] Top shape: 16 72 (1152) I0511 04:18:49.043968 14238 net.cpp:165] Memory required for data: 3964086976 I0511 04:18:49.043972 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox I0511 04:18:49.043980 14238 net.cpp:100] Creating Layer conv8_2_mbox_priorbox I0511 04:18:49.043984 14238 net.cpp:434] conv8_2_mbox_priorbox <- conv8_2_conv8_2_relu_0_split_3 I0511 04:18:49.043989 14238 net.cpp:434] conv8_2_mbox_priorbox <- data_data_0_split_5 I0511 04:18:49.044004 14238 net.cpp:408] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox I0511 04:18:49.044032 14238 net.cpp:150] Setting up conv8_2_mbox_priorbox I0511 04:18:49.044037 14238 net.cpp:157] Top shape: 1 2 144 (288) I0511 04:18:49.044040 14238 net.cpp:165] Memory required for data: 3964088128 I0511 04:18:49.044044 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc I0511 04:18:49.044054 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc I0511 04:18:49.044059 14238 net.cpp:434] conv9_2_mbox_loc <- conv9_2_conv9_2_relu_0_split_0 I0511 04:18:49.044066 14238 net.cpp:408] conv9_2_mbox_loc -> conv9_2_mbox_loc I0511 04:18:49.046134 14238 net.cpp:150] Setting up conv9_2_mbox_loc I0511 04:18:49.046164 14238 net.cpp:157] Top shape: 16 16 1 1 (256) I0511 04:18:49.046169 14238 net.cpp:165] Memory required for data: 3964089152 I0511 04:18:49.046175 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm I0511 04:18:49.046185 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc_perm I0511 04:18:49.046190 14238 net.cpp:434] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc I0511 04:18:49.046196 14238 net.cpp:408] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm I0511 04:18:49.046326 14238 net.cpp:150] Setting up conv9_2_mbox_loc_perm I0511 04:18:49.046336 14238 net.cpp:157] Top shape: 16 1 1 16 (256) I0511 04:18:49.046340 14238 net.cpp:165] Memory required for data: 3964090176 I0511 04:18:49.046344 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat I0511 04:18:49.046350 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc_flat I0511 04:18:49.046355 14238 net.cpp:434] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm I0511 04:18:49.046361 14238 net.cpp:408] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat I0511 04:18:49.046387 14238 net.cpp:150] Setting up conv9_2_mbox_loc_flat I0511 04:18:49.046392 14238 net.cpp:157] Top shape: 16 16 (256) I0511 04:18:49.046396 14238 net.cpp:165] Memory required for data: 3964091200 I0511 04:18:49.046399 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf I0511 04:18:49.046411 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf I0511 04:18:49.046416 14238 net.cpp:434] conv9_2_mbox_conf <- conv9_2_conv9_2_relu_0_split_1 I0511 04:18:49.046423 14238 net.cpp:408] conv9_2_mbox_conf -> conv9_2_mbox_conf I0511 04:18:49.048213 14238 net.cpp:150] Setting up conv9_2_mbox_conf I0511 04:18:49.048221 14238 net.cpp:157] Top shape: 16 8 1 1 (128) I0511 04:18:49.048223 14238 net.cpp:165] Memory required for data: 3964091712 I0511 04:18:49.048230 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm I0511 04:18:49.048238 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf_perm I0511 04:18:49.048243 14238 net.cpp:434] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf I0511 04:18:49.048251 14238 net.cpp:408] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm I0511 04:18:49.048351 14238 net.cpp:150] Setting up conv9_2_mbox_conf_perm I0511 04:18:49.048357 14238 net.cpp:157] Top shape: 16 1 1 8 (128) I0511 04:18:49.048359 14238 net.cpp:165] Memory required for data: 3964092224 I0511 04:18:49.048362 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat I0511 04:18:49.048368 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf_flat I0511 04:18:49.048372 14238 net.cpp:434] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm I0511 04:18:49.048380 14238 net.cpp:408] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat I0511 04:18:49.048405 14238 net.cpp:150] Setting up conv9_2_mbox_conf_flat I0511 04:18:49.048413 14238 net.cpp:157] Top shape: 16 8 (128) I0511 04:18:49.048416 14238 net.cpp:165] Memory required for data: 3964092736 I0511 04:18:49.048419 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox I0511 04:18:49.048426 14238 net.cpp:100] Creating Layer conv9_2_mbox_priorbox I0511 04:18:49.048430 14238 net.cpp:434] conv9_2_mbox_priorbox <- conv9_2_conv9_2_relu_0_split_2 I0511 04:18:49.048436 14238 net.cpp:434] conv9_2_mbox_priorbox <- data_data_0_split_6 I0511 04:18:49.048445 14238 net.cpp:408] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox I0511 04:18:49.048488 14238 net.cpp:150] Setting up conv9_2_mbox_priorbox I0511 04:18:49.048497 14238 net.cpp:157] Top shape: 1 2 16 (32) I0511 04:18:49.048501 14238 net.cpp:165] Memory required for data: 3964092864 I0511 04:18:49.048502 14238 layer_factory.hpp:77] Creating layer mbox_loc I0511 04:18:49.048507 14238 net.cpp:100] Creating Layer mbox_loc I0511 04:18:49.048511 14238 net.cpp:434] mbox_loc <- conv4_3_norm_mbox_loc_flat I0511 04:18:49.048514 14238 net.cpp:434] mbox_loc <- fc7_mbox_loc_flat I0511 04:18:49.048518 14238 net.cpp:434] mbox_loc <- conv6_2_mbox_loc_flat I0511 04:18:49.048523 14238 net.cpp:434] mbox_loc <- conv7_2_mbox_loc_flat I0511 04:18:49.048527 14238 net.cpp:434] mbox_loc <- conv8_2_mbox_loc_flat I0511 04:18:49.048532 14238 net.cpp:434] mbox_loc <- conv9_2_mbox_loc_flat I0511 04:18:49.048542 14238 net.cpp:408] mbox_loc -> mbox_loc I0511 04:18:49.048569 14238 net.cpp:150] Setting up mbox_loc I0511 04:18:49.048576 14238 net.cpp:157] Top shape: 16 34928 (558848) I0511 04:18:49.048579 14238 net.cpp:165] Memory required for data: 3966328256 I0511 04:18:49.048584 14238 layer_factory.hpp:77] Creating layer mbox_conf I0511 04:18:49.048590 14238 net.cpp:100] Creating Layer mbox_conf I0511 04:18:49.048594 14238 net.cpp:434] mbox_conf <- conv4_3_norm_mbox_conf_flat I0511 04:18:49.048599 14238 net.cpp:434] mbox_conf <- fc7_mbox_conf_flat I0511 04:18:49.048605 14238 net.cpp:434] mbox_conf <- conv6_2_mbox_conf_flat I0511 04:18:49.048610 14238 net.cpp:434] mbox_conf <- conv7_2_mbox_conf_flat I0511 04:18:49.048614 14238 net.cpp:434] mbox_conf <- conv8_2_mbox_conf_flat I0511 04:18:49.048619 14238 net.cpp:434] mbox_conf <- conv9_2_mbox_conf_flat I0511 04:18:49.048624 14238 net.cpp:408] mbox_conf -> mbox_conf I0511 04:18:49.048660 14238 net.cpp:150] Setting up mbox_conf I0511 04:18:49.048668 14238 net.cpp:157] Top shape: 16 17464 (279424) I0511 04:18:49.048671 14238 net.cpp:165] Memory required for data: 3967445952 I0511 04:18:49.048674 14238 layer_factory.hpp:77] Creating layer mbox_priorbox I0511 04:18:49.048679 14238 net.cpp:100] Creating Layer mbox_priorbox I0511 04:18:49.048684 14238 net.cpp:434] mbox_priorbox <- conv4_3_norm_mbox_priorbox I0511 04:18:49.048689 14238 net.cpp:434] mbox_priorbox <- fc7_mbox_priorbox I0511 04:18:49.048696 14238 net.cpp:434] mbox_priorbox <- conv6_2_mbox_priorbox I0511 04:18:49.048699 14238 net.cpp:434] mbox_priorbox <- conv7_2_mbox_priorbox I0511 04:18:49.048703 14238 net.cpp:434] mbox_priorbox <- conv8_2_mbox_priorbox I0511 04:18:49.048707 14238 net.cpp:434] mbox_priorbox <- conv9_2_mbox_priorbox I0511 04:18:49.048714 14238 net.cpp:408] mbox_priorbox -> mbox_priorbox I0511 04:18:49.048740 14238 net.cpp:150] Setting up mbox_priorbox I0511 04:18:49.048746 14238 net.cpp:157] Top shape: 1 2 34928 (69856) I0511 04:18:49.048749 14238 net.cpp:165] Memory required for data: 3967725376 I0511 04:18:49.048753 14238 layer_factory.hpp:77] Creating layer mbox_loss I0511 04:18:49.048764 14238 net.cpp:100] Creating Layer mbox_loss I0511 04:18:49.048769 14238 net.cpp:434] mbox_loss <- mbox_loc I0511 04:18:49.048774 14238 net.cpp:434] mbox_loss <- mbox_conf I0511 04:18:49.048779 14238 net.cpp:434] mbox_loss <- mbox_priorbox I0511 04:18:49.048784 14238 net.cpp:434] mbox_loss <- label I0511 04:18:49.048790 14238 net.cpp:408] mbox_loss -> mbox_loss I0511 04:18:49.048851 14238 layer_factory.hpp:77] Creating layer mbox_loss_smooth_L1_loc I0511 04:18:49.048929 14238 layer_factory.hpp:77] Creating layer mbox_loss_softmax_conf I0511 04:18:49.048938 14238 layer_factory.hpp:77] Creating layer mbox_loss_softmax_conf I0511 04:18:49.049528 14238 net.cpp:150] Setting up mbox_loss I0511 04:18:49.049537 14238 net.cpp:157] Top shape: (1) I0511 04:18:49.049540 14238 net.cpp:160] with loss weight 1 I0511 04:18:49.049561 14238 net.cpp:165] Memory required for data: 3967725380 I0511 04:18:49.049566 14238 net.cpp:226] mbox_loss needs backward computation. I0511 04:18:49.049574 14238 net.cpp:228] mbox_priorbox does not need backward computation. I0511 04:18:49.049582 14238 net.cpp:226] mbox_conf needs backward computation. I0511 04:18:49.049597 14238 net.cpp:226] mbox_loc needs backward computation. I0511 04:18:49.049605 14238 net.cpp:228] conv9_2_mbox_priorbox does not need backward computation. I0511 04:18:49.049609 14238 net.cpp:226] conv9_2_mbox_conf_flat needs backward computation. I0511 04:18:49.049612 14238 net.cpp:226] conv9_2_mbox_conf_perm needs backward computation. I0511 04:18:49.049614 14238 net.cpp:226] conv9_2_mbox_conf needs backward computation. I0511 04:18:49.049618 14238 net.cpp:226] conv9_2_mbox_loc_flat needs backward computation. I0511 04:18:49.049619 14238 net.cpp:226] conv9_2_mbox_loc_perm needs backward computation. I0511 04:18:49.049624 14238 net.cpp:226] conv9_2_mbox_loc needs backward computation. I0511 04:18:49.049628 14238 net.cpp:228] conv8_2_mbox_priorbox does not need backward computation. I0511 04:18:49.049635 14238 net.cpp:226] conv8_2_mbox_conf_flat needs backward computation. I0511 04:18:49.049639 14238 net.cpp:226] conv8_2_mbox_conf_perm needs backward computation. I0511 04:18:49.049644 14238 net.cpp:226] conv8_2_mbox_conf needs backward computation. I0511 04:18:49.049649 14238 net.cpp:226] conv8_2_mbox_loc_flat needs backward computation. I0511 04:18:49.049652 14238 net.cpp:226] conv8_2_mbox_loc_perm needs backward computation. I0511 04:18:49.049656 14238 net.cpp:226] conv8_2_mbox_loc needs backward computation. I0511 04:18:49.049661 14238 net.cpp:228] conv7_2_mbox_priorbox does not need backward computation. I0511 04:18:49.049666 14238 net.cpp:226] conv7_2_mbox_conf_flat needs backward computation. I0511 04:18:49.049670 14238 net.cpp:226] conv7_2_mbox_conf_perm needs backward computation. I0511 04:18:49.049674 14238 net.cpp:226] conv7_2_mbox_conf needs backward computation. I0511 04:18:49.049679 14238 net.cpp:226] conv7_2_mbox_loc_flat needs backward computation. I0511 04:18:49.049684 14238 net.cpp:226] conv7_2_mbox_loc_perm needs backward computation. I0511 04:18:49.049687 14238 net.cpp:226] conv7_2_mbox_loc needs backward computation. I0511 04:18:49.049693 14238 net.cpp:228] conv6_2_mbox_priorbox does not need backward computation. I0511 04:18:49.049700 14238 net.cpp:226] conv6_2_mbox_conf_flat needs backward computation. I0511 04:18:49.049703 14238 net.cpp:226] conv6_2_mbox_conf_perm needs backward computation. I0511 04:18:49.049707 14238 net.cpp:226] conv6_2_mbox_conf needs backward computation. I0511 04:18:49.049711 14238 net.cpp:226] conv6_2_mbox_loc_flat needs backward computation. I0511 04:18:49.049716 14238 net.cpp:226] conv6_2_mbox_loc_perm needs backward computation. I0511 04:18:49.049721 14238 net.cpp:226] conv6_2_mbox_loc needs backward computation. I0511 04:18:49.049724 14238 net.cpp:228] fc7_mbox_priorbox does not need backward computation. I0511 04:18:49.049729 14238 net.cpp:226] fc7_mbox_conf_flat needs backward computation. I0511 04:18:49.049734 14238 net.cpp:226] fc7_mbox_conf_perm needs backward computation. I0511 04:18:49.049739 14238 net.cpp:226] fc7_mbox_conf needs backward computation. I0511 04:18:49.049744 14238 net.cpp:226] fc7_mbox_loc_flat needs backward computation. I0511 04:18:49.049748 14238 net.cpp:226] fc7_mbox_loc_perm needs backward computation. I0511 04:18:49.049753 14238 net.cpp:226] fc7_mbox_loc needs backward computation. I0511 04:18:49.049757 14238 net.cpp:228] conv4_3_norm_mbox_priorbox does not need backward computation. I0511 04:18:49.049762 14238 net.cpp:226] conv4_3_norm_mbox_conf_flat needs backward computation. I0511 04:18:49.049767 14238 net.cpp:226] conv4_3_norm_mbox_conf_perm needs backward computation. I0511 04:18:49.049772 14238 net.cpp:226] conv4_3_norm_mbox_conf needs backward computation. I0511 04:18:49.049777 14238 net.cpp:226] conv4_3_norm_mbox_loc_flat needs backward computation. I0511 04:18:49.049779 14238 net.cpp:226] conv4_3_norm_mbox_loc_perm needs backward computation. I0511 04:18:49.049784 14238 net.cpp:226] conv4_3_norm_mbox_loc needs backward computation. I0511 04:18:49.049789 14238 net.cpp:226] conv4_3_norm_conv4_3_norm_0_split needs backward computation. I0511 04:18:49.049793 14238 net.cpp:226] conv4_3_norm needs backward computation. I0511 04:18:49.049804 14238 net.cpp:226] conv9_2_conv9_2_relu_0_split needs backward computation. I0511 04:18:49.049808 14238 net.cpp:226] conv9_2_relu needs backward computation. I0511 04:18:49.049813 14238 net.cpp:226] conv9_2 needs backward computation. I0511 04:18:49.049816 14238 net.cpp:226] conv9_1_relu needs backward computation. I0511 04:18:49.049820 14238 net.cpp:226] conv9_1 needs backward computation. I0511 04:18:49.049824 14238 net.cpp:226] conv8_2_conv8_2_relu_0_split needs backward computation. I0511 04:18:49.049829 14238 net.cpp:226] conv8_2_relu needs backward computation. I0511 04:18:49.049834 14238 net.cpp:226] conv8_2 needs backward computation. I0511 04:18:49.049839 14238 net.cpp:226] conv8_1_relu needs backward computation. I0511 04:18:49.049840 14238 net.cpp:226] conv8_1 needs backward computation. I0511 04:18:49.049844 14238 net.cpp:226] conv7_2_conv7_2_relu_0_split needs backward computation. I0511 04:18:49.049846 14238 net.cpp:226] conv7_2_relu needs backward computation. I0511 04:18:49.049849 14238 net.cpp:226] conv7_2 needs backward computation. I0511 04:18:49.049852 14238 net.cpp:226] conv7_1_relu needs backward computation. I0511 04:18:49.049856 14238 net.cpp:226] conv7_1 needs backward computation. I0511 04:18:49.049860 14238 net.cpp:226] conv6_2_conv6_2_relu_0_split needs backward computation. I0511 04:18:49.049865 14238 net.cpp:226] conv6_2_relu needs backward computation. I0511 04:18:49.049868 14238 net.cpp:226] conv6_2 needs backward computation. I0511 04:18:49.049873 14238 net.cpp:226] conv6_1_relu needs backward computation. I0511 04:18:49.049876 14238 net.cpp:226] conv6_1 needs backward computation. I0511 04:18:49.049880 14238 net.cpp:226] fc7_relu7_0_split needs backward computation. I0511 04:18:49.049885 14238 net.cpp:226] relu7 needs backward computation. I0511 04:18:49.049890 14238 net.cpp:226] fc7 needs backward computation. I0511 04:18:49.049893 14238 net.cpp:226] relu6 needs backward computation. I0511 04:18:49.049896 14238 net.cpp:226] fc6 needs backward computation. I0511 04:18:49.049901 14238 net.cpp:226] pool5 needs backward computation. I0511 04:18:49.049904 14238 net.cpp:226] relu5_3 needs backward computation. I0511 04:18:49.049908 14238 net.cpp:226] conv5_3 needs backward computation. I0511 04:18:49.049912 14238 net.cpp:226] relu5_2 needs backward computation. I0511 04:18:49.049916 14238 net.cpp:226] conv5_2 needs backward computation. I0511 04:18:49.049921 14238 net.cpp:226] relu5_1 needs backward computation. I0511 04:18:49.049923 14238 net.cpp:226] conv5_1 needs backward computation. I0511 04:18:49.049927 14238 net.cpp:226] pool4 needs backward computation. I0511 04:18:49.049932 14238 net.cpp:226] conv4_3_relu4_3_0_split needs backward computation. I0511 04:18:49.049937 14238 net.cpp:226] relu4_3 needs backward computation. I0511 04:18:49.049940 14238 net.cpp:226] conv4_3 needs backward computation. I0511 04:18:49.049944 14238 net.cpp:226] relu4_2 needs backward computation. I0511 04:18:49.049947 14238 net.cpp:226] conv4_2 needs backward computation. I0511 04:18:49.049952 14238 net.cpp:226] relu4_1 needs backward computation. I0511 04:18:49.049955 14238 net.cpp:226] conv4_1 needs backward computation. I0511 04:18:49.049959 14238 net.cpp:226] pool3 needs backward computation. I0511 04:18:49.049965 14238 net.cpp:226] relu3_3 needs backward computation. I0511 04:18:49.049970 14238 net.cpp:226] conv3_3 needs backward computation. I0511 04:18:49.049974 14238 net.cpp:226] relu3_2 needs backward computation. I0511 04:18:49.049978 14238 net.cpp:226] conv3_2 needs backward computation. I0511 04:18:49.049981 14238 net.cpp:226] relu3_1 needs backward computation. I0511 04:18:49.049985 14238 net.cpp:226] conv3_1 needs backward computation. I0511 04:18:49.049989 14238 net.cpp:226] pool2 needs backward computation. I0511 04:18:49.049993 14238 net.cpp:226] relu2_2 needs backward computation. I0511 04:18:49.049998 14238 net.cpp:226] conv2_2 needs backward computation. I0511 04:18:49.050001 14238 net.cpp:226] relu2_1 needs backward computation. I0511 04:18:49.050005 14238 net.cpp:226] conv2_1 needs backward computation. I0511 04:18:49.050014 14238 net.cpp:226] pool1 needs backward computation. I0511 04:18:49.050019 14238 net.cpp:226] relu1_2 needs backward computation. I0511 04:18:49.050024 14238 net.cpp:226] conv1_2 needs backward computation. I0511 04:18:49.050027 14238 net.cpp:226] relu1_1 needs backward computation. I0511 04:18:49.050030 14238 net.cpp:226] conv1_1 needs backward computation. I0511 04:18:49.050036 14238 net.cpp:228] data_data_0_split does not need backward computation. I0511 04:18:49.050041 14238 net.cpp:228] data does not need backward computation. I0511 04:18:49.050045 14238 net.cpp:270] This network produces output mbox_loss I0511 04:18:49.050115 14238 net.cpp:283] Network initialization done. I0511 04:18:49.050997 14238 solver.cpp:196] Creating test net (#0) specified by test_net file: models/VGGNet/MELON/SSD_300x300/test.prototxt I0511 04:18:49.051422 14238 net.cpp:58] Initializing net from parameters: name: "VGG_MELON_SSD_300x300_test" state { phase: TEST } layer { name: "data" type: "AnnotatedData" top: "data" top: "label" include { phase: TEST } transform_param { mean_value: 104 mean_value: 117 mean_value: 123 resize_param { prob: 1 resize_mode: WARP height: 300 width: 300 interp_mode: LINEAR } } data_param { source: "examples/MELON/MELON_test_lmdb" batch_size: 8 backend: LMDB } annotated_data_param { batch_sampler { } label_map_file: "data/MELON/labelmap_voc.prototxt" } } layer { name: "conv1_1" type: "Convolution" bottom: "data" top: "conv1_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu1_1" type: "ReLU" bottom: "conv1_1" top: "conv1_1" } layer { name: "conv1_2" type: "Convolution" bottom: "conv1_1" top: "conv1_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu1_2" type: "ReLU" bottom: "conv1_2" top: "conv1_2" } layer { name: "pool1" type: "Pooling" bottom: "conv1_2" top: "pool1" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv2_1" type: "Convolution" bottom: "pool1" top: "conv2_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu2_1" type: "ReLU" bottom: "conv2_1" top: "conv2_1" } layer { name: "conv2_2" type: "Convolution" bottom: "conv2_1" top: "conv2_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu2_2" type: "ReLU" bottom: "conv2_2" top: "conv2_2" } layer { name: "pool2" type: "Pooling" bottom: "conv2_2" top: "pool2" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv3_1" type: "Convolution" bottom: "pool2" top: "conv3_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_1" type: "ReLU" bottom: "conv3_1" top: "conv3_1" } layer { name: "conv3_2" type: "Convolution" bottom: "conv3_1" top: "conv3_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_2" type: "ReLU" bottom: "conv3_2" top: "conv3_2" } layer { name: "conv3_3" type: "Convolution" bottom: "conv3_2" top: "conv3_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu3_3" type: "ReLU" bottom: "conv3_3" top: "conv3_3" } layer { name: "pool3" type: "Pooling" bottom: "conv3_3" top: "pool3" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv4_1" type: "Convolution" bottom: "pool3" top: "conv4_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_1" type: "ReLU" bottom: "conv4_1" top: "conv4_1" } layer { name: "conv4_2" type: "Convolution" bottom: "conv4_1" top: "conv4_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_2" type: "ReLU" bottom: "conv4_2" top: "conv4_2" } layer { name: "conv4_3" type: "Convolution" bottom: "conv4_2" top: "conv4_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu4_3" type: "ReLU" bottom: "conv4_3" top: "conv4_3" } layer { name: "pool4" type: "Pooling" bottom: "conv4_3" top: "pool4" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv5_1" type: "Convolution" bottom: "pool4" top: "conv5_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_1" type: "ReLU" bottom: "conv5_1" top: "conv5_1" } layer { name: "conv5_2" type: "Convolution" bottom: "conv5_1" top: "conv5_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_2" type: "ReLU" bottom: "conv5_2" top: "conv5_2" } layer { name: "conv5_3" type: "Convolution" bottom: "conv5_2" top: "conv5_3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 1 } } layer { name: "relu5_3" type: "ReLU" bottom: "conv5_3" top: "conv5_3" } layer { name: "pool5" type: "Pooling" bottom: "conv5_3" top: "pool5" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "fc6" type: "Convolution" bottom: "pool5" top: "fc6" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 1024 pad: 6 kernel_size: 3 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } dilation: 6 } } layer { name: "relu6" type: "ReLU" bottom: "fc6" top: "fc6" } layer { name: "fc7" type: "Convolution" bottom: "fc6" top: "fc7" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 1024 kernel_size: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "relu7" type: "ReLU" bottom: "fc7" top: "fc7" } layer { name: "conv6_1" type: "Convolution" bottom: "fc7" top: "conv6_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_1_relu" type: "ReLU" bottom: "conv6_1" top: "conv6_1" } layer { name: "conv6_2" type: "Convolution" bottom: "conv6_1" top: "conv6_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 512 pad: 1 kernel_size: 3 stride: 2 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_relu" type: "ReLU" bottom: "conv6_2" top: "conv6_2" } layer { name: "conv7_1" type: "Convolution" bottom: "conv6_2" top: "conv7_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_1_relu" type: "ReLU" bottom: "conv7_1" top: "conv7_1" } layer { name: "conv7_2" type: "Convolution" bottom: "conv7_1" top: "conv7_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 stride: 2 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_relu" type: "ReLU" bottom: "conv7_2" top: "conv7_2" } layer { name: "conv8_1" type: "Convolution" bottom: "conv7_2" top: "conv8_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_1_relu" type: "ReLU" bottom: "conv8_1" top: "conv8_1" } layer { name: "conv8_2" type: "Convolution" bottom: "conv8_1" top: "conv8_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_relu" type: "ReLU" bottom: "conv8_2" top: "conv8_2" } layer { name: "conv9_1" type: "Convolution" bottom: "conv8_2" top: "conv9_1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 0 kernel_size: 1 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_1_relu" type: "ReLU" bottom: "conv9_1" top: "conv9_1" } layer { name: "conv9_2" type: "Convolution" bottom: "conv9_1" top: "conv9_2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 0 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_relu" type: "ReLU" bottom: "conv9_2" top: "conv9_2" } layer { name: "conv4_3_norm" type: "Normalize" bottom: "conv4_3" top: "conv4_3_norm" norm_param { across_spatial: false scale_filler { type: "constant" value: 20 } channel_shared: false } } layer { name: "conv4_3_norm_mbox_loc" type: "Convolution" bottom: "conv4_3_norm" top: "conv4_3_norm_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv4_3_norm_mbox_loc_perm" type: "Permute" bottom: "conv4_3_norm_mbox_loc" top: "conv4_3_norm_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv4_3_norm_mbox_loc_flat" type: "Flatten" bottom: "conv4_3_norm_mbox_loc_perm" top: "conv4_3_norm_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv4_3_norm_mbox_conf" type: "Convolution" bottom: "conv4_3_norm" top: "conv4_3_norm_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv4_3_norm_mbox_conf_perm" type: "Permute" bottom: "conv4_3_norm_mbox_conf" top: "conv4_3_norm_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv4_3_norm_mbox_conf_flat" type: "Flatten" bottom: "conv4_3_norm_mbox_conf_perm" top: "conv4_3_norm_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv4_3_norm_mbox_priorbox" type: "PriorBox" bottom: "conv4_3_norm" bottom: "data" top: "conv4_3_norm_mbox_priorbox" prior_box_param { min_size: 30 max_size: 60 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 8 offset: 0.5 } } layer { name: "fc7_mbox_loc" type: "Convolution" bottom: "fc7" top: "fc7_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "fc7_mbox_loc_perm" type: "Permute" bottom: "fc7_mbox_loc" top: "fc7_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "fc7_mbox_loc_flat" type: "Flatten" bottom: "fc7_mbox_loc_perm" top: "fc7_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "fc7_mbox_conf" type: "Convolution" bottom: "fc7" top: "fc7_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "fc7_mbox_conf_perm" type: "Permute" bottom: "fc7_mbox_conf" top: "fc7_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "fc7_mbox_conf_flat" type: "Flatten" bottom: "fc7_mbox_conf_perm" top: "fc7_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "fc7_mbox_priorbox" type: "PriorBox" bottom: "fc7" bottom: "data" top: "fc7_mbox_priorbox" prior_box_param { min_size: 60 max_size: 111 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 16 offset: 0.5 } } layer { name: "conv6_2_mbox_loc" type: "Convolution" bottom: "conv6_2" top: "conv6_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_mbox_loc_perm" type: "Permute" bottom: "conv6_2_mbox_loc" top: "conv6_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv6_2_mbox_loc_flat" type: "Flatten" bottom: "conv6_2_mbox_loc_perm" top: "conv6_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv6_2_mbox_conf" type: "Convolution" bottom: "conv6_2" top: "conv6_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv6_2_mbox_conf_perm" type: "Permute" bottom: "conv6_2_mbox_conf" top: "conv6_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv6_2_mbox_conf_flat" type: "Flatten" bottom: "conv6_2_mbox_conf_perm" top: "conv6_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv6_2_mbox_priorbox" type: "PriorBox" bottom: "conv6_2" bottom: "data" top: "conv6_2_mbox_priorbox" prior_box_param { min_size: 111 max_size: 162 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 32 offset: 0.5 } } layer { name: "conv7_2_mbox_loc" type: "Convolution" bottom: "conv7_2" top: "conv7_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_mbox_loc_perm" type: "Permute" bottom: "conv7_2_mbox_loc" top: "conv7_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv7_2_mbox_loc_flat" type: "Flatten" bottom: "conv7_2_mbox_loc_perm" top: "conv7_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv7_2_mbox_conf" type: "Convolution" bottom: "conv7_2" top: "conv7_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 12 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv7_2_mbox_conf_perm" type: "Permute" bottom: "conv7_2_mbox_conf" top: "conv7_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv7_2_mbox_conf_flat" type: "Flatten" bottom: "conv7_2_mbox_conf_perm" top: "conv7_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv7_2_mbox_priorbox" type: "PriorBox" bottom: "conv7_2" bottom: "data" top: "conv7_2_mbox_priorbox" prior_box_param { min_size: 162 max_size: 213 aspect_ratio: 2 aspect_ratio: 3 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 64 offset: 0.5 } } layer { name: "conv8_2_mbox_loc" type: "Convolution" bottom: "conv8_2" top: "conv8_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_mbox_loc_perm" type: "Permute" bottom: "conv8_2_mbox_loc" top: "conv8_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv8_2_mbox_loc_flat" type: "Flatten" bottom: "conv8_2_mbox_loc_perm" top: "conv8_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv8_2_mbox_conf" type: "Convolution" bottom: "conv8_2" top: "conv8_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv8_2_mbox_conf_perm" type: "Permute" bottom: "conv8_2_mbox_conf" top: "conv8_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv8_2_mbox_conf_flat" type: "Flatten" bottom: "conv8_2_mbox_conf_perm" top: "conv8_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv8_2_mbox_priorbox" type: "PriorBox" bottom: "conv8_2" bottom: "data" top: "conv8_2_mbox_priorbox" prior_box_param { min_size: 213 max_size: 264 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 100 offset: 0.5 } } layer { name: "conv9_2_mbox_loc" type: "Convolution" bottom: "conv9_2" top: "conv9_2_mbox_loc" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_mbox_loc_perm" type: "Permute" bottom: "conv9_2_mbox_loc" top: "conv9_2_mbox_loc_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv9_2_mbox_loc_flat" type: "Flatten" bottom: "conv9_2_mbox_loc_perm" top: "conv9_2_mbox_loc_flat" flatten_param { axis: 1 } } layer { name: "conv9_2_mbox_conf" type: "Convolution" bottom: "conv9_2" top: "conv9_2_mbox_conf" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 8 pad: 1 kernel_size: 3 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" value: 0 } } } layer { name: "conv9_2_mbox_conf_perm" type: "Permute" bottom: "conv9_2_mbox_conf" top: "conv9_2_mbox_conf_perm" permute_param { order: 0 order: 2 order: 3 order: 1 } } layer { name: "conv9_2_mbox_conf_flat" type: "Flatten" bottom: "conv9_2_mbox_conf_perm" top: "conv9_2_mbox_conf_flat" flatten_param { axis: 1 } } layer { name: "conv9_2_mbox_priorbox" type: "PriorBox" bottom: "conv9_2" bottom: "data" top: "conv9_2_mbox_priorbox" prior_box_param { min_size: 264 max_size: 315 aspect_ratio: 2 flip: true clip: false variance: 0.1 variance: 0.1 variance: 0.2 variance: 0.2 step: 300 offset: 0.5 } } layer { name: "mbox_loc" type: "Concat" bottom: "conv4_3_norm_mbox_loc_flat" bottom: "fc7_mbox_loc_flat" bottom: "conv6_2_mbox_loc_flat" bottom: "conv7_2_mbox_loc_flat" bottom: "conv8_2_mbox_loc_flat" bottom: "conv9_2_mbox_loc_flat" top: "mbox_loc" concat_param { axis: 1 } } layer { name: "mbox_conf" type: "Concat" bottom: "conv4_3_norm_mbox_conf_flat" bottom: "fc7_mbox_conf_flat" bottom: "conv6_2_mbox_conf_flat" bottom: "conv7_2_mbox_conf_flat" bottom: "conv8_2_mbox_conf_flat" bottom: "conv9_2_mbox_conf_flat" top: "mbox_conf" concat_param { axis: 1 } } layer { name: "mbox_priorbox" type: "Concat" bottom: "conv4_3_norm_mbox_priorbox" bottom: "fc7_mbox_priorbox" bottom: "conv6_2_mbox_priorbox" bottom: "conv7_2_mbox_priorbox" bottom: "conv8_2_mbox_priorbox" bottom: "conv9_2_mbox_priorbox" top: "mbox_priorbox" concat_param { axis: 2 } } layer { name: "mbox_conf_reshape" type: "Reshape" bottom: "mbox_conf" top: "mbox_conf_reshape" reshape_param { shape { dim: 0 dim: -1 dim: 2 } } } layer { name: "mbox_conf_softmax" type: "Softmax" bottom: "mbox_conf_reshape" top: "mbox_conf_softmax" softmax_param { axis: 2 } } layer { name: "mbox_conf_flatten" type: "Flatten" bottom: "mbox_conf_softmax" top: "mbox_conf_flatten" flatten_param { axis: 1 } } layer { name: "detection_out" type: "DetectionOutput" bottom: "mbox_loc" bottom: "mbox_conf_flatten" bottom: "mbox_priorbox" top: "detection_out" include { phase: TEST } detection_output_param { num_classes: 2 share_location: true background_label_id: 0 nms_param { nms_threshold: 0.45 top_k: 400 } save_output_param { output_directory: "/home/guo/data/VOCdevkit/results/MELON/SSD_300x300/Main" output_name_prefix: "comp4_dettest" output_format: "MELON" label_map_file: "data/MELON/labelmap_voc.prototxt" name_size_file: "data/MELON/test_name_size.txt" num_test_image: 60000 } code_type: CENTER_SIZE keep_top_k: 200 confidence_threshold: 0.01 } } layer { name: "detection_eval" type: "DetectionEvaluate" bottom: "detection_out" bottom: "label" top: "detection_eval" include { phase: TEST } detection_evaluate_param { num_classes: 2 background_label_id: 0 overlap_threshold: 0.5 evaluate_difficult_gt: false name_size_file: "data/MELON/test_name_size.txt" } } I0511 04:18:49.051833 14238 layer_factory.hpp:77] Creating layer data I0511 04:18:49.051885 14238 net.cpp:100] Creating Layer data I0511 04:18:49.051894 14238 net.cpp:408] data -> data I0511 04:18:49.051903 14238 net.cpp:408] data -> label I0511 04:18:49.052651 14269 db_lmdb.cpp:35] Opened lmdb examples/MELON/MELON_test_lmdb I0511 04:18:49.054622 14238 annotated_data_layer.cpp:62] output data size: 8,3,300,300 I0511 04:18:49.066452 14238 net.cpp:150] Setting up data I0511 04:18:49.066473 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066476 14238 net.cpp:157] Top shape: 1 1 3 8 (24) I0511 04:18:49.066480 14238 net.cpp:165] Memory required for data: 8640096 I0511 04:18:49.066485 14238 layer_factory.hpp:77] Creating layer data_data_0_split I0511 04:18:49.066498 14238 net.cpp:100] Creating Layer data_data_0_split I0511 04:18:49.066503 14238 net.cpp:434] data_data_0_split <- data I0511 04:18:49.066510 14238 net.cpp:408] data_data_0_split -> data_data_0_split_0 I0511 04:18:49.066521 14238 net.cpp:408] data_data_0_split -> data_data_0_split_1 I0511 04:18:49.066529 14238 net.cpp:408] data_data_0_split -> data_data_0_split_2 I0511 04:18:49.066539 14238 net.cpp:408] data_data_0_split -> data_data_0_split_3 I0511 04:18:49.066546 14238 net.cpp:408] data_data_0_split -> data_data_0_split_4 I0511 04:18:49.066555 14238 net.cpp:408] data_data_0_split -> data_data_0_split_5 I0511 04:18:49.066560 14238 net.cpp:408] data_data_0_split -> data_data_0_split_6 I0511 04:18:49.066661 14238 net.cpp:150] Setting up data_data_0_split I0511 04:18:49.066668 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066671 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066675 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066680 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066685 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066689 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066694 14238 net.cpp:157] Top shape: 8 3 300 300 (2160000) I0511 04:18:49.066715 14238 net.cpp:165] Memory required for data: 69120096 I0511 04:18:49.066720 14238 layer_factory.hpp:77] Creating layer conv1_1 I0511 04:18:49.066736 14238 net.cpp:100] Creating Layer conv1_1 I0511 04:18:49.066741 14238 net.cpp:434] conv1_1 <- data_data_0_split_0 I0511 04:18:49.066747 14238 net.cpp:408] conv1_1 -> conv1_1 I0511 04:18:49.067875 14238 net.cpp:150] Setting up conv1_1 I0511 04:18:49.067885 14238 net.cpp:157] Top shape: 8 64 300 300 (46080000) I0511 04:18:49.067888 14238 net.cpp:165] Memory required for data: 253440096 I0511 04:18:49.067899 14238 layer_factory.hpp:77] Creating layer relu1_1 I0511 04:18:49.067909 14238 net.cpp:100] Creating Layer relu1_1 I0511 04:18:49.067914 14238 net.cpp:434] relu1_1 <- conv1_1 I0511 04:18:49.067919 14238 net.cpp:395] relu1_1 -> conv1_1 (in-place) I0511 04:18:49.068060 14238 net.cpp:150] Setting up relu1_1 I0511 04:18:49.068068 14238 net.cpp:157] Top shape: 8 64 300 300 (46080000) I0511 04:18:49.068069 14238 net.cpp:165] Memory required for data: 437760096 I0511 04:18:49.068073 14238 layer_factory.hpp:77] Creating layer conv1_2 I0511 04:18:49.068081 14238 net.cpp:100] Creating Layer conv1_2 I0511 04:18:49.068084 14238 net.cpp:434] conv1_2 <- conv1_1 I0511 04:18:49.068089 14238 net.cpp:408] conv1_2 -> conv1_2 I0511 04:18:49.071187 14238 net.cpp:150] Setting up conv1_2 I0511 04:18:49.071197 14238 net.cpp:157] Top shape: 8 64 300 300 (46080000) I0511 04:18:49.071200 14238 net.cpp:165] Memory required for data: 622080096 I0511 04:18:49.071208 14238 layer_factory.hpp:77] Creating layer relu1_2 I0511 04:18:49.071211 14238 net.cpp:100] Creating Layer relu1_2 I0511 04:18:49.071215 14238 net.cpp:434] relu1_2 <- conv1_2 I0511 04:18:49.071220 14238 net.cpp:395] relu1_2 -> conv1_2 (in-place) I0511 04:18:49.071362 14238 net.cpp:150] Setting up relu1_2 I0511 04:18:49.071369 14238 net.cpp:157] Top shape: 8 64 300 300 (46080000) I0511 04:18:49.071372 14238 net.cpp:165] Memory required for data: 806400096 I0511 04:18:49.071375 14238 layer_factory.hpp:77] Creating layer pool1 I0511 04:18:49.071382 14238 net.cpp:100] Creating Layer pool1 I0511 04:18:49.071386 14238 net.cpp:434] pool1 <- conv1_2 I0511 04:18:49.071393 14238 net.cpp:408] pool1 -> pool1 I0511 04:18:49.071446 14238 net.cpp:150] Setting up pool1 I0511 04:18:49.071455 14238 net.cpp:157] Top shape: 8 64 150 150 (11520000) I0511 04:18:49.071456 14238 net.cpp:165] Memory required for data: 852480096 I0511 04:18:49.071460 14238 layer_factory.hpp:77] Creating layer conv2_1 I0511 04:18:49.071470 14238 net.cpp:100] Creating Layer conv2_1 I0511 04:18:49.071475 14238 net.cpp:434] conv2_1 <- pool1 I0511 04:18:49.071481 14238 net.cpp:408] conv2_1 -> conv2_1 I0511 04:18:49.072755 14238 net.cpp:150] Setting up conv2_1 I0511 04:18:49.072764 14238 net.cpp:157] Top shape: 8 128 150 150 (23040000) I0511 04:18:49.072767 14238 net.cpp:165] Memory required for data: 944640096 I0511 04:18:49.072775 14238 layer_factory.hpp:77] Creating layer relu2_1 I0511 04:18:49.072784 14238 net.cpp:100] Creating Layer relu2_1 I0511 04:18:49.072789 14238 net.cpp:434] relu2_1 <- conv2_1 I0511 04:18:49.072796 14238 net.cpp:395] relu2_1 -> conv2_1 (in-place) I0511 04:18:49.072940 14238 net.cpp:150] Setting up relu2_1 I0511 04:18:49.072948 14238 net.cpp:157] Top shape: 8 128 150 150 (23040000) I0511 04:18:49.072952 14238 net.cpp:165] Memory required for data: 1036800096 I0511 04:18:49.072953 14238 layer_factory.hpp:77] Creating layer conv2_2 I0511 04:18:49.072960 14238 net.cpp:100] Creating Layer conv2_2 I0511 04:18:49.072963 14238 net.cpp:434] conv2_2 <- conv2_1 I0511 04:18:49.072968 14238 net.cpp:408] conv2_2 -> conv2_2 I0511 04:18:49.074856 14238 net.cpp:150] Setting up conv2_2 I0511 04:18:49.074865 14238 net.cpp:157] Top shape: 8 128 150 150 (23040000) I0511 04:18:49.074868 14238 net.cpp:165] Memory required for data: 1128960096 I0511 04:18:49.074873 14238 layer_factory.hpp:77] Creating layer relu2_2 I0511 04:18:49.074879 14238 net.cpp:100] Creating Layer relu2_2 I0511 04:18:49.074882 14238 net.cpp:434] relu2_2 <- conv2_2 I0511 04:18:49.074899 14238 net.cpp:395] relu2_2 -> conv2_2 (in-place) I0511 04:18:49.075057 14238 net.cpp:150] Setting up relu2_2 I0511 04:18:49.075065 14238 net.cpp:157] Top shape: 8 128 150 150 (23040000) I0511 04:18:49.075067 14238 net.cpp:165] Memory required for data: 1221120096 I0511 04:18:49.075069 14238 layer_factory.hpp:77] Creating layer pool2 I0511 04:18:49.075074 14238 net.cpp:100] Creating Layer pool2 I0511 04:18:49.075076 14238 net.cpp:434] pool2 <- conv2_2 I0511 04:18:49.075081 14238 net.cpp:408] pool2 -> pool2 I0511 04:18:49.075125 14238 net.cpp:150] Setting up pool2 I0511 04:18:49.075134 14238 net.cpp:157] Top shape: 8 128 75 75 (5760000) I0511 04:18:49.075135 14238 net.cpp:165] Memory required for data: 1244160096 I0511 04:18:49.075137 14238 layer_factory.hpp:77] Creating layer conv3_1 I0511 04:18:49.075145 14238 net.cpp:100] Creating Layer conv3_1 I0511 04:18:49.075148 14238 net.cpp:434] conv3_1 <- pool2 I0511 04:18:49.075153 14238 net.cpp:408] conv3_1 -> conv3_1 I0511 04:18:49.078626 14238 net.cpp:150] Setting up conv3_1 I0511 04:18:49.078641 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.078646 14238 net.cpp:165] Memory required for data: 1290240096 I0511 04:18:49.078657 14238 layer_factory.hpp:77] Creating layer relu3_1 I0511 04:18:49.078665 14238 net.cpp:100] Creating Layer relu3_1 I0511 04:18:49.078668 14238 net.cpp:434] relu3_1 <- conv3_1 I0511 04:18:49.078675 14238 net.cpp:395] relu3_1 -> conv3_1 (in-place) I0511 04:18:49.079396 14238 net.cpp:150] Setting up relu3_1 I0511 04:18:49.079408 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.079411 14238 net.cpp:165] Memory required for data: 1336320096 I0511 04:18:49.079416 14238 layer_factory.hpp:77] Creating layer conv3_2 I0511 04:18:49.079425 14238 net.cpp:100] Creating Layer conv3_2 I0511 04:18:49.079429 14238 net.cpp:434] conv3_2 <- conv3_1 I0511 04:18:49.079447 14238 net.cpp:408] conv3_2 -> conv3_2 I0511 04:18:49.085232 14238 net.cpp:150] Setting up conv3_2 I0511 04:18:49.085250 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.085253 14238 net.cpp:165] Memory required for data: 1382400096 I0511 04:18:49.085260 14238 layer_factory.hpp:77] Creating layer relu3_2 I0511 04:18:49.085269 14238 net.cpp:100] Creating Layer relu3_2 I0511 04:18:49.085274 14238 net.cpp:434] relu3_2 <- conv3_2 I0511 04:18:49.085280 14238 net.cpp:395] relu3_2 -> conv3_2 (in-place) I0511 04:18:49.085438 14238 net.cpp:150] Setting up relu3_2 I0511 04:18:49.085446 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.085448 14238 net.cpp:165] Memory required for data: 1428480096 I0511 04:18:49.085450 14238 layer_factory.hpp:77] Creating layer conv3_3 I0511 04:18:49.085461 14238 net.cpp:100] Creating Layer conv3_3 I0511 04:18:49.085464 14238 net.cpp:434] conv3_3 <- conv3_2 I0511 04:18:49.085469 14238 net.cpp:408] conv3_3 -> conv3_3 I0511 04:18:49.089763 14238 net.cpp:150] Setting up conv3_3 I0511 04:18:49.089777 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.089781 14238 net.cpp:165] Memory required for data: 1474560096 I0511 04:18:49.089787 14238 layer_factory.hpp:77] Creating layer relu3_3 I0511 04:18:49.089792 14238 net.cpp:100] Creating Layer relu3_3 I0511 04:18:49.089795 14238 net.cpp:434] relu3_3 <- conv3_3 I0511 04:18:49.089799 14238 net.cpp:395] relu3_3 -> conv3_3 (in-place) I0511 04:18:49.089944 14238 net.cpp:150] Setting up relu3_3 I0511 04:18:49.089951 14238 net.cpp:157] Top shape: 8 256 75 75 (11520000) I0511 04:18:49.089952 14238 net.cpp:165] Memory required for data: 1520640096 I0511 04:18:49.089956 14238 layer_factory.hpp:77] Creating layer pool3 I0511 04:18:49.089960 14238 net.cpp:100] Creating Layer pool3 I0511 04:18:49.089962 14238 net.cpp:434] pool3 <- conv3_3 I0511 04:18:49.089967 14238 net.cpp:408] pool3 -> pool3 I0511 04:18:49.090010 14238 net.cpp:150] Setting up pool3 I0511 04:18:49.090016 14238 net.cpp:157] Top shape: 8 256 38 38 (2957312) I0511 04:18:49.090019 14238 net.cpp:165] Memory required for data: 1532469344 I0511 04:18:49.090021 14238 layer_factory.hpp:77] Creating layer conv4_1 I0511 04:18:49.090044 14238 net.cpp:100] Creating Layer conv4_1 I0511 04:18:49.090046 14238 net.cpp:434] conv4_1 <- pool3 I0511 04:18:49.090050 14238 net.cpp:408] conv4_1 -> conv4_1 I0511 04:18:49.096907 14238 net.cpp:150] Setting up conv4_1 I0511 04:18:49.096925 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.096928 14238 net.cpp:165] Memory required for data: 1556127840 I0511 04:18:49.096935 14238 layer_factory.hpp:77] Creating layer relu4_1 I0511 04:18:49.096940 14238 net.cpp:100] Creating Layer relu4_1 I0511 04:18:49.096945 14238 net.cpp:434] relu4_1 <- conv4_1 I0511 04:18:49.096949 14238 net.cpp:395] relu4_1 -> conv4_1 (in-place) I0511 04:18:49.097103 14238 net.cpp:150] Setting up relu4_1 I0511 04:18:49.097111 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.097115 14238 net.cpp:165] Memory required for data: 1579786336 I0511 04:18:49.097116 14238 layer_factory.hpp:77] Creating layer conv4_2 I0511 04:18:49.097124 14238 net.cpp:100] Creating Layer conv4_2 I0511 04:18:49.097126 14238 net.cpp:434] conv4_2 <- conv4_1 I0511 04:18:49.097131 14238 net.cpp:408] conv4_2 -> conv4_2 I0511 04:18:49.108618 14238 net.cpp:150] Setting up conv4_2 I0511 04:18:49.108636 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.108639 14238 net.cpp:165] Memory required for data: 1603444832 I0511 04:18:49.108649 14238 layer_factory.hpp:77] Creating layer relu4_2 I0511 04:18:49.108657 14238 net.cpp:100] Creating Layer relu4_2 I0511 04:18:49.108660 14238 net.cpp:434] relu4_2 <- conv4_2 I0511 04:18:49.108665 14238 net.cpp:395] relu4_2 -> conv4_2 (in-place) I0511 04:18:49.108824 14238 net.cpp:150] Setting up relu4_2 I0511 04:18:49.108831 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.108834 14238 net.cpp:165] Memory required for data: 1627103328 I0511 04:18:49.108836 14238 layer_factory.hpp:77] Creating layer conv4_3 I0511 04:18:49.108845 14238 net.cpp:100] Creating Layer conv4_3 I0511 04:18:49.108849 14238 net.cpp:434] conv4_3 <- conv4_2 I0511 04:18:49.108852 14238 net.cpp:408] conv4_3 -> conv4_3 I0511 04:18:49.121052 14238 net.cpp:150] Setting up conv4_3 I0511 04:18:49.121068 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.121071 14238 net.cpp:165] Memory required for data: 1650761824 I0511 04:18:49.121078 14238 layer_factory.hpp:77] Creating layer relu4_3 I0511 04:18:49.121085 14238 net.cpp:100] Creating Layer relu4_3 I0511 04:18:49.121088 14238 net.cpp:434] relu4_3 <- conv4_3 I0511 04:18:49.121093 14238 net.cpp:395] relu4_3 -> conv4_3 (in-place) I0511 04:18:49.121243 14238 net.cpp:150] Setting up relu4_3 I0511 04:18:49.121251 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.121254 14238 net.cpp:165] Memory required for data: 1674420320 I0511 04:18:49.121256 14238 layer_factory.hpp:77] Creating layer conv4_3_relu4_3_0_split I0511 04:18:49.121261 14238 net.cpp:100] Creating Layer conv4_3_relu4_3_0_split I0511 04:18:49.121263 14238 net.cpp:434] conv4_3_relu4_3_0_split <- conv4_3 I0511 04:18:49.121268 14238 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_0 I0511 04:18:49.121274 14238 net.cpp:408] conv4_3_relu4_3_0_split -> conv4_3_relu4_3_0_split_1 I0511 04:18:49.121309 14238 net.cpp:150] Setting up conv4_3_relu4_3_0_split I0511 04:18:49.121312 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.121316 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.121318 14238 net.cpp:165] Memory required for data: 1721737312 I0511 04:18:49.121320 14238 layer_factory.hpp:77] Creating layer pool4 I0511 04:18:49.121326 14238 net.cpp:100] Creating Layer pool4 I0511 04:18:49.121331 14238 net.cpp:434] pool4 <- conv4_3_relu4_3_0_split_0 I0511 04:18:49.121338 14238 net.cpp:408] pool4 -> pool4 I0511 04:18:49.121376 14238 net.cpp:150] Setting up pool4 I0511 04:18:49.121381 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.121383 14238 net.cpp:165] Memory required for data: 1727651936 I0511 04:18:49.121385 14238 layer_factory.hpp:77] Creating layer conv5_1 I0511 04:18:49.121407 14238 net.cpp:100] Creating Layer conv5_1 I0511 04:18:49.121410 14238 net.cpp:434] conv5_1 <- pool4 I0511 04:18:49.121417 14238 net.cpp:408] conv5_1 -> conv5_1 I0511 04:18:49.132954 14238 net.cpp:150] Setting up conv5_1 I0511 04:18:49.132974 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.132977 14238 net.cpp:165] Memory required for data: 1733566560 I0511 04:18:49.132984 14238 layer_factory.hpp:77] Creating layer relu5_1 I0511 04:18:49.132992 14238 net.cpp:100] Creating Layer relu5_1 I0511 04:18:49.132995 14238 net.cpp:434] relu5_1 <- conv5_1 I0511 04:18:49.133000 14238 net.cpp:395] relu5_1 -> conv5_1 (in-place) I0511 04:18:49.133612 14238 net.cpp:150] Setting up relu5_1 I0511 04:18:49.133621 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.133623 14238 net.cpp:165] Memory required for data: 1739481184 I0511 04:18:49.133626 14238 layer_factory.hpp:77] Creating layer conv5_2 I0511 04:18:49.133635 14238 net.cpp:100] Creating Layer conv5_2 I0511 04:18:49.133638 14238 net.cpp:434] conv5_2 <- conv5_1 I0511 04:18:49.133644 14238 net.cpp:408] conv5_2 -> conv5_2 I0511 04:18:49.145213 14238 net.cpp:150] Setting up conv5_2 I0511 04:18:49.145231 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.145233 14238 net.cpp:165] Memory required for data: 1745395808 I0511 04:18:49.145241 14238 layer_factory.hpp:77] Creating layer relu5_2 I0511 04:18:49.145246 14238 net.cpp:100] Creating Layer relu5_2 I0511 04:18:49.145251 14238 net.cpp:434] relu5_2 <- conv5_2 I0511 04:18:49.145256 14238 net.cpp:395] relu5_2 -> conv5_2 (in-place) I0511 04:18:49.145414 14238 net.cpp:150] Setting up relu5_2 I0511 04:18:49.145422 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.145426 14238 net.cpp:165] Memory required for data: 1751310432 I0511 04:18:49.145427 14238 layer_factory.hpp:77] Creating layer conv5_3 I0511 04:18:49.145437 14238 net.cpp:100] Creating Layer conv5_3 I0511 04:18:49.145440 14238 net.cpp:434] conv5_3 <- conv5_2 I0511 04:18:49.145447 14238 net.cpp:408] conv5_3 -> conv5_3 I0511 04:18:49.157375 14238 net.cpp:150] Setting up conv5_3 I0511 04:18:49.157392 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.157394 14238 net.cpp:165] Memory required for data: 1757225056 I0511 04:18:49.157402 14238 layer_factory.hpp:77] Creating layer relu5_3 I0511 04:18:49.157414 14238 net.cpp:100] Creating Layer relu5_3 I0511 04:18:49.157418 14238 net.cpp:434] relu5_3 <- conv5_3 I0511 04:18:49.157423 14238 net.cpp:395] relu5_3 -> conv5_3 (in-place) I0511 04:18:49.157574 14238 net.cpp:150] Setting up relu5_3 I0511 04:18:49.157580 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.157582 14238 net.cpp:165] Memory required for data: 1763139680 I0511 04:18:49.157585 14238 layer_factory.hpp:77] Creating layer pool5 I0511 04:18:49.157590 14238 net.cpp:100] Creating Layer pool5 I0511 04:18:49.157593 14238 net.cpp:434] pool5 <- conv5_3 I0511 04:18:49.157598 14238 net.cpp:408] pool5 -> pool5 I0511 04:18:49.157634 14238 net.cpp:150] Setting up pool5 I0511 04:18:49.157640 14238 net.cpp:157] Top shape: 8 512 19 19 (1478656) I0511 04:18:49.157644 14238 net.cpp:165] Memory required for data: 1769054304 I0511 04:18:49.157646 14238 layer_factory.hpp:77] Creating layer fc6 I0511 04:18:49.157660 14238 net.cpp:100] Creating Layer fc6 I0511 04:18:49.157665 14238 net.cpp:434] fc6 <- pool5 I0511 04:18:49.157671 14238 net.cpp:408] fc6 -> fc6 I0511 04:18:49.178062 14238 net.cpp:150] Setting up fc6 I0511 04:18:49.178081 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.178084 14238 net.cpp:165] Memory required for data: 1780883552 I0511 04:18:49.178091 14238 layer_factory.hpp:77] Creating layer relu6 I0511 04:18:49.178098 14238 net.cpp:100] Creating Layer relu6 I0511 04:18:49.178102 14238 net.cpp:434] relu6 <- fc6 I0511 04:18:49.178107 14238 net.cpp:395] relu6 -> fc6 (in-place) I0511 04:18:49.178316 14238 net.cpp:150] Setting up relu6 I0511 04:18:49.178324 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.178326 14238 net.cpp:165] Memory required for data: 1792712800 I0511 04:18:49.178347 14238 layer_factory.hpp:77] Creating layer fc7 I0511 04:18:49.178359 14238 net.cpp:100] Creating Layer fc7 I0511 04:18:49.178364 14238 net.cpp:434] fc7 <- fc6 I0511 04:18:49.178369 14238 net.cpp:408] fc7 -> fc7 I0511 04:18:49.184808 14238 net.cpp:150] Setting up fc7 I0511 04:18:49.184826 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.184829 14238 net.cpp:165] Memory required for data: 1804542048 I0511 04:18:49.184836 14238 layer_factory.hpp:77] Creating layer relu7 I0511 04:18:49.184844 14238 net.cpp:100] Creating Layer relu7 I0511 04:18:49.184846 14238 net.cpp:434] relu7 <- fc7 I0511 04:18:49.184852 14238 net.cpp:395] relu7 -> fc7 (in-place) I0511 04:18:49.184998 14238 net.cpp:150] Setting up relu7 I0511 04:18:49.185006 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.185009 14238 net.cpp:165] Memory required for data: 1816371296 I0511 04:18:49.185010 14238 layer_factory.hpp:77] Creating layer fc7_relu7_0_split I0511 04:18:49.185015 14238 net.cpp:100] Creating Layer fc7_relu7_0_split I0511 04:18:49.185019 14238 net.cpp:434] fc7_relu7_0_split <- fc7 I0511 04:18:49.185024 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_0 I0511 04:18:49.185029 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_1 I0511 04:18:49.185039 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_2 I0511 04:18:49.185045 14238 net.cpp:408] fc7_relu7_0_split -> fc7_relu7_0_split_3 I0511 04:18:49.185117 14238 net.cpp:150] Setting up fc7_relu7_0_split I0511 04:18:49.185123 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.185127 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.185129 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.185132 14238 net.cpp:157] Top shape: 8 1024 19 19 (2957312) I0511 04:18:49.185133 14238 net.cpp:165] Memory required for data: 1863688288 I0511 04:18:49.185137 14238 layer_factory.hpp:77] Creating layer conv6_1 I0511 04:18:49.185145 14238 net.cpp:100] Creating Layer conv6_1 I0511 04:18:49.185148 14238 net.cpp:434] conv6_1 <- fc7_relu7_0_split_0 I0511 04:18:49.185153 14238 net.cpp:408] conv6_1 -> conv6_1 I0511 04:18:49.188364 14238 net.cpp:150] Setting up conv6_1 I0511 04:18:49.188376 14238 net.cpp:157] Top shape: 8 256 19 19 (739328) I0511 04:18:49.188380 14238 net.cpp:165] Memory required for data: 1866645600 I0511 04:18:49.188385 14238 layer_factory.hpp:77] Creating layer conv6_1_relu I0511 04:18:49.188390 14238 net.cpp:100] Creating Layer conv6_1_relu I0511 04:18:49.188392 14238 net.cpp:434] conv6_1_relu <- conv6_1 I0511 04:18:49.188397 14238 net.cpp:395] conv6_1_relu -> conv6_1 (in-place) I0511 04:18:49.188966 14238 net.cpp:150] Setting up conv6_1_relu I0511 04:18:49.188974 14238 net.cpp:157] Top shape: 8 256 19 19 (739328) I0511 04:18:49.188977 14238 net.cpp:165] Memory required for data: 1869602912 I0511 04:18:49.188979 14238 layer_factory.hpp:77] Creating layer conv6_2 I0511 04:18:49.188987 14238 net.cpp:100] Creating Layer conv6_2 I0511 04:18:49.188990 14238 net.cpp:434] conv6_2 <- conv6_1 I0511 04:18:49.189000 14238 net.cpp:408] conv6_2 -> conv6_2 I0511 04:18:49.195040 14238 net.cpp:150] Setting up conv6_2 I0511 04:18:49.195060 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195062 14238 net.cpp:165] Memory required for data: 1871241312 I0511 04:18:49.195075 14238 layer_factory.hpp:77] Creating layer conv6_2_relu I0511 04:18:49.195082 14238 net.cpp:100] Creating Layer conv6_2_relu I0511 04:18:49.195086 14238 net.cpp:434] conv6_2_relu <- conv6_2 I0511 04:18:49.195091 14238 net.cpp:395] conv6_2_relu -> conv6_2 (in-place) I0511 04:18:49.195750 14238 net.cpp:150] Setting up conv6_2_relu I0511 04:18:49.195761 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195765 14238 net.cpp:165] Memory required for data: 1872879712 I0511 04:18:49.195766 14238 layer_factory.hpp:77] Creating layer conv6_2_conv6_2_relu_0_split I0511 04:18:49.195771 14238 net.cpp:100] Creating Layer conv6_2_conv6_2_relu_0_split I0511 04:18:49.195788 14238 net.cpp:434] conv6_2_conv6_2_relu_0_split <- conv6_2 I0511 04:18:49.195796 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_0 I0511 04:18:49.195806 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_1 I0511 04:18:49.195813 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_2 I0511 04:18:49.195822 14238 net.cpp:408] conv6_2_conv6_2_relu_0_split -> conv6_2_conv6_2_relu_0_split_3 I0511 04:18:49.195896 14238 net.cpp:150] Setting up conv6_2_conv6_2_relu_0_split I0511 04:18:49.195905 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195910 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195915 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195920 14238 net.cpp:157] Top shape: 8 512 10 10 (409600) I0511 04:18:49.195924 14238 net.cpp:165] Memory required for data: 1879433312 I0511 04:18:49.195927 14238 layer_factory.hpp:77] Creating layer conv7_1 I0511 04:18:49.195940 14238 net.cpp:100] Creating Layer conv7_1 I0511 04:18:49.195945 14238 net.cpp:434] conv7_1 <- conv6_2_conv6_2_relu_0_split_0 I0511 04:18:49.195953 14238 net.cpp:408] conv7_1 -> conv7_1 I0511 04:18:49.197278 14238 net.cpp:150] Setting up conv7_1 I0511 04:18:49.197288 14238 net.cpp:157] Top shape: 8 128 10 10 (102400) I0511 04:18:49.197290 14238 net.cpp:165] Memory required for data: 1879842912 I0511 04:18:49.197296 14238 layer_factory.hpp:77] Creating layer conv7_1_relu I0511 04:18:49.197302 14238 net.cpp:100] Creating Layer conv7_1_relu I0511 04:18:49.197307 14238 net.cpp:434] conv7_1_relu <- conv7_1 I0511 04:18:49.197314 14238 net.cpp:395] conv7_1_relu -> conv7_1 (in-place) I0511 04:18:49.197459 14238 net.cpp:150] Setting up conv7_1_relu I0511 04:18:49.197468 14238 net.cpp:157] Top shape: 8 128 10 10 (102400) I0511 04:18:49.197470 14238 net.cpp:165] Memory required for data: 1880252512 I0511 04:18:49.197474 14238 layer_factory.hpp:77] Creating layer conv7_2 I0511 04:18:49.197484 14238 net.cpp:100] Creating Layer conv7_2 I0511 04:18:49.197489 14238 net.cpp:434] conv7_2 <- conv7_1 I0511 04:18:49.197497 14238 net.cpp:408] conv7_2 -> conv7_2 I0511 04:18:49.200389 14238 net.cpp:150] Setting up conv7_2 I0511 04:18:49.200400 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200403 14238 net.cpp:165] Memory required for data: 1880457312 I0511 04:18:49.200409 14238 layer_factory.hpp:77] Creating layer conv7_2_relu I0511 04:18:49.200417 14238 net.cpp:100] Creating Layer conv7_2_relu I0511 04:18:49.200422 14238 net.cpp:434] conv7_2_relu <- conv7_2 I0511 04:18:49.200429 14238 net.cpp:395] conv7_2_relu -> conv7_2 (in-place) I0511 04:18:49.200574 14238 net.cpp:150] Setting up conv7_2_relu I0511 04:18:49.200582 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200584 14238 net.cpp:165] Memory required for data: 1880662112 I0511 04:18:49.200587 14238 layer_factory.hpp:77] Creating layer conv7_2_conv7_2_relu_0_split I0511 04:18:49.200594 14238 net.cpp:100] Creating Layer conv7_2_conv7_2_relu_0_split I0511 04:18:49.200598 14238 net.cpp:434] conv7_2_conv7_2_relu_0_split <- conv7_2 I0511 04:18:49.200606 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_0 I0511 04:18:49.200614 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_1 I0511 04:18:49.200624 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_2 I0511 04:18:49.200633 14238 net.cpp:408] conv7_2_conv7_2_relu_0_split -> conv7_2_conv7_2_relu_0_split_3 I0511 04:18:49.200707 14238 net.cpp:150] Setting up conv7_2_conv7_2_relu_0_split I0511 04:18:49.200713 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200717 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200721 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200726 14238 net.cpp:157] Top shape: 8 256 5 5 (51200) I0511 04:18:49.200729 14238 net.cpp:165] Memory required for data: 1881481312 I0511 04:18:49.200733 14238 layer_factory.hpp:77] Creating layer conv8_1 I0511 04:18:49.200758 14238 net.cpp:100] Creating Layer conv8_1 I0511 04:18:49.200763 14238 net.cpp:434] conv8_1 <- conv7_2_conv7_2_relu_0_split_0 I0511 04:18:49.200772 14238 net.cpp:408] conv8_1 -> conv8_1 I0511 04:18:49.202069 14238 net.cpp:150] Setting up conv8_1 I0511 04:18:49.202077 14238 net.cpp:157] Top shape: 8 128 5 5 (25600) I0511 04:18:49.202080 14238 net.cpp:165] Memory required for data: 1881583712 I0511 04:18:49.202086 14238 layer_factory.hpp:77] Creating layer conv8_1_relu I0511 04:18:49.202092 14238 net.cpp:100] Creating Layer conv8_1_relu I0511 04:18:49.202096 14238 net.cpp:434] conv8_1_relu <- conv8_1 I0511 04:18:49.202105 14238 net.cpp:395] conv8_1_relu -> conv8_1 (in-place) I0511 04:18:49.202249 14238 net.cpp:150] Setting up conv8_1_relu I0511 04:18:49.202256 14238 net.cpp:157] Top shape: 8 128 5 5 (25600) I0511 04:18:49.202260 14238 net.cpp:165] Memory required for data: 1881686112 I0511 04:18:49.202262 14238 layer_factory.hpp:77] Creating layer conv8_2 I0511 04:18:49.202271 14238 net.cpp:100] Creating Layer conv8_2 I0511 04:18:49.202277 14238 net.cpp:434] conv8_2 <- conv8_1 I0511 04:18:49.202286 14238 net.cpp:408] conv8_2 -> conv8_2 I0511 04:18:49.205704 14238 net.cpp:150] Setting up conv8_2 I0511 04:18:49.205714 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.205718 14238 net.cpp:165] Memory required for data: 1881759840 I0511 04:18:49.205724 14238 layer_factory.hpp:77] Creating layer conv8_2_relu I0511 04:18:49.205730 14238 net.cpp:100] Creating Layer conv8_2_relu I0511 04:18:49.205735 14238 net.cpp:434] conv8_2_relu <- conv8_2 I0511 04:18:49.205741 14238 net.cpp:395] conv8_2_relu -> conv8_2 (in-place) I0511 04:18:49.205888 14238 net.cpp:150] Setting up conv8_2_relu I0511 04:18:49.205896 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.205899 14238 net.cpp:165] Memory required for data: 1881833568 I0511 04:18:49.205902 14238 layer_factory.hpp:77] Creating layer conv8_2_conv8_2_relu_0_split I0511 04:18:49.205909 14238 net.cpp:100] Creating Layer conv8_2_conv8_2_relu_0_split I0511 04:18:49.205914 14238 net.cpp:434] conv8_2_conv8_2_relu_0_split <- conv8_2 I0511 04:18:49.205920 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_0 I0511 04:18:49.205931 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_1 I0511 04:18:49.205940 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_2 I0511 04:18:49.205947 14238 net.cpp:408] conv8_2_conv8_2_relu_0_split -> conv8_2_conv8_2_relu_0_split_3 I0511 04:18:49.206019 14238 net.cpp:150] Setting up conv8_2_conv8_2_relu_0_split I0511 04:18:49.206027 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.206032 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.206035 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.206039 14238 net.cpp:157] Top shape: 8 256 3 3 (18432) I0511 04:18:49.206043 14238 net.cpp:165] Memory required for data: 1882128480 I0511 04:18:49.206048 14238 layer_factory.hpp:77] Creating layer conv9_1 I0511 04:18:49.206058 14238 net.cpp:100] Creating Layer conv9_1 I0511 04:18:49.206063 14238 net.cpp:434] conv9_1 <- conv8_2_conv8_2_relu_0_split_0 I0511 04:18:49.206073 14238 net.cpp:408] conv9_1 -> conv9_1 I0511 04:18:49.207244 14238 net.cpp:150] Setting up conv9_1 I0511 04:18:49.207253 14238 net.cpp:157] Top shape: 8 128 3 3 (9216) I0511 04:18:49.207255 14238 net.cpp:165] Memory required for data: 1882165344 I0511 04:18:49.207262 14238 layer_factory.hpp:77] Creating layer conv9_1_relu I0511 04:18:49.207269 14238 net.cpp:100] Creating Layer conv9_1_relu I0511 04:18:49.207274 14238 net.cpp:434] conv9_1_relu <- conv9_1 I0511 04:18:49.207279 14238 net.cpp:395] conv9_1_relu -> conv9_1 (in-place) I0511 04:18:49.207842 14238 net.cpp:150] Setting up conv9_1_relu I0511 04:18:49.207851 14238 net.cpp:157] Top shape: 8 128 3 3 (9216) I0511 04:18:49.207854 14238 net.cpp:165] Memory required for data: 1882202208 I0511 04:18:49.207857 14238 layer_factory.hpp:77] Creating layer conv9_2 I0511 04:18:49.207868 14238 net.cpp:100] Creating Layer conv9_2 I0511 04:18:49.207888 14238 net.cpp:434] conv9_2 <- conv9_1 I0511 04:18:49.207896 14238 net.cpp:408] conv9_2 -> conv9_2 I0511 04:18:49.210335 14238 net.cpp:150] Setting up conv9_2 I0511 04:18:49.210346 14238 net.cpp:157] Top shape: 8 256 1 1 (2048) I0511 04:18:49.210350 14238 net.cpp:165] Memory required for data: 1882210400 I0511 04:18:49.210356 14238 layer_factory.hpp:77] Creating layer conv9_2_relu I0511 04:18:49.210362 14238 net.cpp:100] Creating Layer conv9_2_relu I0511 04:18:49.210366 14238 net.cpp:434] conv9_2_relu <- conv9_2 I0511 04:18:49.210372 14238 net.cpp:395] conv9_2_relu -> conv9_2 (in-place) I0511 04:18:49.211161 14238 net.cpp:150] Setting up conv9_2_relu I0511 04:18:49.211172 14238 net.cpp:157] Top shape: 8 256 1 1 (2048) I0511 04:18:49.211177 14238 net.cpp:165] Memory required for data: 1882218592 I0511 04:18:49.211181 14238 layer_factory.hpp:77] Creating layer conv9_2_conv9_2_relu_0_split I0511 04:18:49.211189 14238 net.cpp:100] Creating Layer conv9_2_conv9_2_relu_0_split I0511 04:18:49.211192 14238 net.cpp:434] conv9_2_conv9_2_relu_0_split <- conv9_2 I0511 04:18:49.211199 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_0 I0511 04:18:49.211207 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_1 I0511 04:18:49.211215 14238 net.cpp:408] conv9_2_conv9_2_relu_0_split -> conv9_2_conv9_2_relu_0_split_2 I0511 04:18:49.211280 14238 net.cpp:150] Setting up conv9_2_conv9_2_relu_0_split I0511 04:18:49.211289 14238 net.cpp:157] Top shape: 8 256 1 1 (2048) I0511 04:18:49.211295 14238 net.cpp:157] Top shape: 8 256 1 1 (2048) I0511 04:18:49.211299 14238 net.cpp:157] Top shape: 8 256 1 1 (2048) I0511 04:18:49.211302 14238 net.cpp:165] Memory required for data: 1882243168 I0511 04:18:49.211305 14238 layer_factory.hpp:77] Creating layer conv4_3_norm I0511 04:18:49.211313 14238 net.cpp:100] Creating Layer conv4_3_norm I0511 04:18:49.211316 14238 net.cpp:434] conv4_3_norm <- conv4_3_relu4_3_0_split_1 I0511 04:18:49.211323 14238 net.cpp:408] conv4_3_norm -> conv4_3_norm I0511 04:18:49.211535 14238 net.cpp:150] Setting up conv4_3_norm I0511 04:18:49.211545 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.211549 14238 net.cpp:165] Memory required for data: 1905901664 I0511 04:18:49.211555 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.211560 14238 net.cpp:100] Creating Layer conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.211565 14238 net.cpp:434] conv4_3_norm_conv4_3_norm_0_split <- conv4_3_norm I0511 04:18:49.211571 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_0 I0511 04:18:49.211580 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_1 I0511 04:18:49.211586 14238 net.cpp:408] conv4_3_norm_conv4_3_norm_0_split -> conv4_3_norm_conv4_3_norm_0_split_2 I0511 04:18:49.211643 14238 net.cpp:150] Setting up conv4_3_norm_conv4_3_norm_0_split I0511 04:18:49.211650 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.211654 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.211659 14238 net.cpp:157] Top shape: 8 512 38 38 (5914624) I0511 04:18:49.211663 14238 net.cpp:165] Memory required for data: 1976877152 I0511 04:18:49.211666 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc I0511 04:18:49.211676 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc I0511 04:18:49.211680 14238 net.cpp:434] conv4_3_norm_mbox_loc <- conv4_3_norm_conv4_3_norm_0_split_0 I0511 04:18:49.211688 14238 net.cpp:408] conv4_3_norm_mbox_loc -> conv4_3_norm_mbox_loc I0511 04:18:49.213841 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc I0511 04:18:49.213852 14238 net.cpp:157] Top shape: 8 16 38 38 (184832) I0511 04:18:49.213855 14238 net.cpp:165] Memory required for data: 1977616480 I0511 04:18:49.213862 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_perm I0511 04:18:49.213872 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_perm I0511 04:18:49.213876 14238 net.cpp:434] conv4_3_norm_mbox_loc_perm <- conv4_3_norm_mbox_loc I0511 04:18:49.213899 14238 net.cpp:408] conv4_3_norm_mbox_loc_perm -> conv4_3_norm_mbox_loc_perm I0511 04:18:49.214002 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc_perm I0511 04:18:49.214010 14238 net.cpp:157] Top shape: 8 38 38 16 (184832) I0511 04:18:49.214015 14238 net.cpp:165] Memory required for data: 1978355808 I0511 04:18:49.214017 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_loc_flat I0511 04:18:49.214022 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_loc_flat I0511 04:18:49.214025 14238 net.cpp:434] conv4_3_norm_mbox_loc_flat <- conv4_3_norm_mbox_loc_perm I0511 04:18:49.214030 14238 net.cpp:408] conv4_3_norm_mbox_loc_flat -> conv4_3_norm_mbox_loc_flat I0511 04:18:49.214061 14238 net.cpp:150] Setting up conv4_3_norm_mbox_loc_flat I0511 04:18:49.214067 14238 net.cpp:157] Top shape: 8 23104 (184832) I0511 04:18:49.214069 14238 net.cpp:165] Memory required for data: 1979095136 I0511 04:18:49.214071 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf I0511 04:18:49.214083 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf I0511 04:18:49.214087 14238 net.cpp:434] conv4_3_norm_mbox_conf <- conv4_3_norm_conv4_3_norm_0_split_1 I0511 04:18:49.214092 14238 net.cpp:408] conv4_3_norm_mbox_conf -> conv4_3_norm_mbox_conf I0511 04:18:49.215802 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf I0511 04:18:49.215816 14238 net.cpp:157] Top shape: 8 8 38 38 (92416) I0511 04:18:49.215818 14238 net.cpp:165] Memory required for data: 1979464800 I0511 04:18:49.215826 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_perm I0511 04:18:49.215833 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_perm I0511 04:18:49.215837 14238 net.cpp:434] conv4_3_norm_mbox_conf_perm <- conv4_3_norm_mbox_conf I0511 04:18:49.215847 14238 net.cpp:408] conv4_3_norm_mbox_conf_perm -> conv4_3_norm_mbox_conf_perm I0511 04:18:49.215955 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf_perm I0511 04:18:49.215961 14238 net.cpp:157] Top shape: 8 38 38 8 (92416) I0511 04:18:49.215965 14238 net.cpp:165] Memory required for data: 1979834464 I0511 04:18:49.215967 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_conf_flat I0511 04:18:49.215975 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_conf_flat I0511 04:18:49.215978 14238 net.cpp:434] conv4_3_norm_mbox_conf_flat <- conv4_3_norm_mbox_conf_perm I0511 04:18:49.215986 14238 net.cpp:408] conv4_3_norm_mbox_conf_flat -> conv4_3_norm_mbox_conf_flat I0511 04:18:49.216019 14238 net.cpp:150] Setting up conv4_3_norm_mbox_conf_flat I0511 04:18:49.216024 14238 net.cpp:157] Top shape: 8 11552 (92416) I0511 04:18:49.216027 14238 net.cpp:165] Memory required for data: 1980204128 I0511 04:18:49.216028 14238 layer_factory.hpp:77] Creating layer conv4_3_norm_mbox_priorbox I0511 04:18:49.216033 14238 net.cpp:100] Creating Layer conv4_3_norm_mbox_priorbox I0511 04:18:49.216037 14238 net.cpp:434] conv4_3_norm_mbox_priorbox <- conv4_3_norm_conv4_3_norm_0_split_2 I0511 04:18:49.216040 14238 net.cpp:434] conv4_3_norm_mbox_priorbox <- data_data_0_split_1 I0511 04:18:49.216045 14238 net.cpp:408] conv4_3_norm_mbox_priorbox -> conv4_3_norm_mbox_priorbox I0511 04:18:49.216076 14238 net.cpp:150] Setting up conv4_3_norm_mbox_priorbox I0511 04:18:49.216084 14238 net.cpp:157] Top shape: 1 2 23104 (46208) I0511 04:18:49.216085 14238 net.cpp:165] Memory required for data: 1980388960 I0511 04:18:49.216089 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc I0511 04:18:49.216099 14238 net.cpp:100] Creating Layer fc7_mbox_loc I0511 04:18:49.216104 14238 net.cpp:434] fc7_mbox_loc <- fc7_relu7_0_split_1 I0511 04:18:49.216111 14238 net.cpp:408] fc7_mbox_loc -> fc7_mbox_loc I0511 04:18:49.217983 14238 net.cpp:150] Setting up fc7_mbox_loc I0511 04:18:49.217993 14238 net.cpp:157] Top shape: 8 24 19 19 (69312) I0511 04:18:49.217995 14238 net.cpp:165] Memory required for data: 1980666208 I0511 04:18:49.218003 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc_perm I0511 04:18:49.218009 14238 net.cpp:100] Creating Layer fc7_mbox_loc_perm I0511 04:18:49.218029 14238 net.cpp:434] fc7_mbox_loc_perm <- fc7_mbox_loc I0511 04:18:49.218037 14238 net.cpp:408] fc7_mbox_loc_perm -> fc7_mbox_loc_perm I0511 04:18:49.218147 14238 net.cpp:150] Setting up fc7_mbox_loc_perm I0511 04:18:49.218153 14238 net.cpp:157] Top shape: 8 19 19 24 (69312) I0511 04:18:49.218156 14238 net.cpp:165] Memory required for data: 1980943456 I0511 04:18:49.218160 14238 layer_factory.hpp:77] Creating layer fc7_mbox_loc_flat I0511 04:18:49.218165 14238 net.cpp:100] Creating Layer fc7_mbox_loc_flat I0511 04:18:49.218169 14238 net.cpp:434] fc7_mbox_loc_flat <- fc7_mbox_loc_perm I0511 04:18:49.218178 14238 net.cpp:408] fc7_mbox_loc_flat -> fc7_mbox_loc_flat I0511 04:18:49.218207 14238 net.cpp:150] Setting up fc7_mbox_loc_flat I0511 04:18:49.218214 14238 net.cpp:157] Top shape: 8 8664 (69312) I0511 04:18:49.218217 14238 net.cpp:165] Memory required for data: 1981220704 I0511 04:18:49.218221 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf I0511 04:18:49.218232 14238 net.cpp:100] Creating Layer fc7_mbox_conf I0511 04:18:49.218236 14238 net.cpp:434] fc7_mbox_conf <- fc7_relu7_0_split_2 I0511 04:18:49.218245 14238 net.cpp:408] fc7_mbox_conf -> fc7_mbox_conf I0511 04:18:49.220104 14238 net.cpp:150] Setting up fc7_mbox_conf I0511 04:18:49.220115 14238 net.cpp:157] Top shape: 8 12 19 19 (34656) I0511 04:18:49.220118 14238 net.cpp:165] Memory required for data: 1981359328 I0511 04:18:49.220125 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf_perm I0511 04:18:49.220134 14238 net.cpp:100] Creating Layer fc7_mbox_conf_perm I0511 04:18:49.220137 14238 net.cpp:434] fc7_mbox_conf_perm <- fc7_mbox_conf I0511 04:18:49.220147 14238 net.cpp:408] fc7_mbox_conf_perm -> fc7_mbox_conf_perm I0511 04:18:49.220265 14238 net.cpp:150] Setting up fc7_mbox_conf_perm I0511 04:18:49.220273 14238 net.cpp:157] Top shape: 8 19 19 12 (34656) I0511 04:18:49.220276 14238 net.cpp:165] Memory required for data: 1981497952 I0511 04:18:49.220279 14238 layer_factory.hpp:77] Creating layer fc7_mbox_conf_flat I0511 04:18:49.220285 14238 net.cpp:100] Creating Layer fc7_mbox_conf_flat I0511 04:18:49.220289 14238 net.cpp:434] fc7_mbox_conf_flat <- fc7_mbox_conf_perm I0511 04:18:49.220297 14238 net.cpp:408] fc7_mbox_conf_flat -> fc7_mbox_conf_flat I0511 04:18:49.220326 14238 net.cpp:150] Setting up fc7_mbox_conf_flat I0511 04:18:49.220331 14238 net.cpp:157] Top shape: 8 4332 (34656) I0511 04:18:49.220335 14238 net.cpp:165] Memory required for data: 1981636576 I0511 04:18:49.220338 14238 layer_factory.hpp:77] Creating layer fc7_mbox_priorbox I0511 04:18:49.220347 14238 net.cpp:100] Creating Layer fc7_mbox_priorbox I0511 04:18:49.220351 14238 net.cpp:434] fc7_mbox_priorbox <- fc7_relu7_0_split_3 I0511 04:18:49.220357 14238 net.cpp:434] fc7_mbox_priorbox <- data_data_0_split_2 I0511 04:18:49.220366 14238 net.cpp:408] fc7_mbox_priorbox -> fc7_mbox_priorbox I0511 04:18:49.220396 14238 net.cpp:150] Setting up fc7_mbox_priorbox I0511 04:18:49.220403 14238 net.cpp:157] Top shape: 1 2 8664 (17328) I0511 04:18:49.220407 14238 net.cpp:165] Memory required for data: 1981705888 I0511 04:18:49.220410 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc I0511 04:18:49.220422 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc I0511 04:18:49.220427 14238 net.cpp:434] conv6_2_mbox_loc <- conv6_2_conv6_2_relu_0_split_1 I0511 04:18:49.220435 14238 net.cpp:408] conv6_2_mbox_loc -> conv6_2_mbox_loc I0511 04:18:49.222293 14238 net.cpp:150] Setting up conv6_2_mbox_loc I0511 04:18:49.222302 14238 net.cpp:157] Top shape: 8 24 10 10 (19200) I0511 04:18:49.222306 14238 net.cpp:165] Memory required for data: 1981782688 I0511 04:18:49.222312 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_perm I0511 04:18:49.222321 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc_perm I0511 04:18:49.222324 14238 net.cpp:434] conv6_2_mbox_loc_perm <- conv6_2_mbox_loc I0511 04:18:49.222332 14238 net.cpp:408] conv6_2_mbox_loc_perm -> conv6_2_mbox_loc_perm I0511 04:18:49.222440 14238 net.cpp:150] Setting up conv6_2_mbox_loc_perm I0511 04:18:49.222457 14238 net.cpp:157] Top shape: 8 10 10 24 (19200) I0511 04:18:49.222461 14238 net.cpp:165] Memory required for data: 1981859488 I0511 04:18:49.222465 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_loc_flat I0511 04:18:49.222470 14238 net.cpp:100] Creating Layer conv6_2_mbox_loc_flat I0511 04:18:49.222476 14238 net.cpp:434] conv6_2_mbox_loc_flat <- conv6_2_mbox_loc_perm I0511 04:18:49.222483 14238 net.cpp:408] conv6_2_mbox_loc_flat -> conv6_2_mbox_loc_flat I0511 04:18:49.222510 14238 net.cpp:150] Setting up conv6_2_mbox_loc_flat I0511 04:18:49.222519 14238 net.cpp:157] Top shape: 8 2400 (19200) I0511 04:18:49.222522 14238 net.cpp:165] Memory required for data: 1981936288 I0511 04:18:49.222527 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf I0511 04:18:49.222537 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf I0511 04:18:49.222542 14238 net.cpp:434] conv6_2_mbox_conf <- conv6_2_conv6_2_relu_0_split_2 I0511 04:18:49.222551 14238 net.cpp:408] conv6_2_mbox_conf -> conv6_2_mbox_conf I0511 04:18:49.224247 14238 net.cpp:150] Setting up conv6_2_mbox_conf I0511 04:18:49.224257 14238 net.cpp:157] Top shape: 8 12 10 10 (9600) I0511 04:18:49.224261 14238 net.cpp:165] Memory required for data: 1981974688 I0511 04:18:49.224267 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_perm I0511 04:18:49.224274 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf_perm I0511 04:18:49.224278 14238 net.cpp:434] conv6_2_mbox_conf_perm <- conv6_2_mbox_conf I0511 04:18:49.224287 14238 net.cpp:408] conv6_2_mbox_conf_perm -> conv6_2_mbox_conf_perm I0511 04:18:49.224401 14238 net.cpp:150] Setting up conv6_2_mbox_conf_perm I0511 04:18:49.224409 14238 net.cpp:157] Top shape: 8 10 10 12 (9600) I0511 04:18:49.224411 14238 net.cpp:165] Memory required for data: 1982013088 I0511 04:18:49.224414 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_conf_flat I0511 04:18:49.224418 14238 net.cpp:100] Creating Layer conv6_2_mbox_conf_flat I0511 04:18:49.224421 14238 net.cpp:434] conv6_2_mbox_conf_flat <- conv6_2_mbox_conf_perm I0511 04:18:49.224426 14238 net.cpp:408] conv6_2_mbox_conf_flat -> conv6_2_mbox_conf_flat I0511 04:18:49.224447 14238 net.cpp:150] Setting up conv6_2_mbox_conf_flat I0511 04:18:49.224450 14238 net.cpp:157] Top shape: 8 1200 (9600) I0511 04:18:49.224453 14238 net.cpp:165] Memory required for data: 1982051488 I0511 04:18:49.224457 14238 layer_factory.hpp:77] Creating layer conv6_2_mbox_priorbox I0511 04:18:49.224465 14238 net.cpp:100] Creating Layer conv6_2_mbox_priorbox I0511 04:18:49.224469 14238 net.cpp:434] conv6_2_mbox_priorbox <- conv6_2_conv6_2_relu_0_split_3 I0511 04:18:49.224475 14238 net.cpp:434] conv6_2_mbox_priorbox <- data_data_0_split_3 I0511 04:18:49.224483 14238 net.cpp:408] conv6_2_mbox_priorbox -> conv6_2_mbox_priorbox I0511 04:18:49.224514 14238 net.cpp:150] Setting up conv6_2_mbox_priorbox I0511 04:18:49.224519 14238 net.cpp:157] Top shape: 1 2 2400 (4800) I0511 04:18:49.224522 14238 net.cpp:165] Memory required for data: 1982070688 I0511 04:18:49.224526 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc I0511 04:18:49.224537 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc I0511 04:18:49.224542 14238 net.cpp:434] conv7_2_mbox_loc <- conv7_2_conv7_2_relu_0_split_1 I0511 04:18:49.224551 14238 net.cpp:408] conv7_2_mbox_loc -> conv7_2_mbox_loc I0511 04:18:49.226222 14238 net.cpp:150] Setting up conv7_2_mbox_loc I0511 04:18:49.226233 14238 net.cpp:157] Top shape: 8 24 5 5 (4800) I0511 04:18:49.226234 14238 net.cpp:165] Memory required for data: 1982089888 I0511 04:18:49.226241 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_perm I0511 04:18:49.226248 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc_perm I0511 04:18:49.226254 14238 net.cpp:434] conv7_2_mbox_loc_perm <- conv7_2_mbox_loc I0511 04:18:49.226260 14238 net.cpp:408] conv7_2_mbox_loc_perm -> conv7_2_mbox_loc_perm I0511 04:18:49.226377 14238 net.cpp:150] Setting up conv7_2_mbox_loc_perm I0511 04:18:49.226383 14238 net.cpp:157] Top shape: 8 5 5 24 (4800) I0511 04:18:49.226387 14238 net.cpp:165] Memory required for data: 1982109088 I0511 04:18:49.226398 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_loc_flat I0511 04:18:49.226405 14238 net.cpp:100] Creating Layer conv7_2_mbox_loc_flat I0511 04:18:49.226409 14238 net.cpp:434] conv7_2_mbox_loc_flat <- conv7_2_mbox_loc_perm I0511 04:18:49.226418 14238 net.cpp:408] conv7_2_mbox_loc_flat -> conv7_2_mbox_loc_flat I0511 04:18:49.226445 14238 net.cpp:150] Setting up conv7_2_mbox_loc_flat I0511 04:18:49.226450 14238 net.cpp:157] Top shape: 8 600 (4800) I0511 04:18:49.226452 14238 net.cpp:165] Memory required for data: 1982128288 I0511 04:18:49.226454 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf I0511 04:18:49.226464 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf I0511 04:18:49.226467 14238 net.cpp:434] conv7_2_mbox_conf <- conv7_2_conv7_2_relu_0_split_2 I0511 04:18:49.226476 14238 net.cpp:408] conv7_2_mbox_conf -> conv7_2_mbox_conf I0511 04:18:49.228071 14238 net.cpp:150] Setting up conv7_2_mbox_conf I0511 04:18:49.228080 14238 net.cpp:157] Top shape: 8 12 5 5 (2400) I0511 04:18:49.228083 14238 net.cpp:165] Memory required for data: 1982137888 I0511 04:18:49.228090 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_perm I0511 04:18:49.228096 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf_perm I0511 04:18:49.228101 14238 net.cpp:434] conv7_2_mbox_conf_perm <- conv7_2_mbox_conf I0511 04:18:49.228107 14238 net.cpp:408] conv7_2_mbox_conf_perm -> conv7_2_mbox_conf_perm I0511 04:18:49.228224 14238 net.cpp:150] Setting up conv7_2_mbox_conf_perm I0511 04:18:49.228229 14238 net.cpp:157] Top shape: 8 5 5 12 (2400) I0511 04:18:49.228231 14238 net.cpp:165] Memory required for data: 1982147488 I0511 04:18:49.228235 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_conf_flat I0511 04:18:49.228240 14238 net.cpp:100] Creating Layer conv7_2_mbox_conf_flat I0511 04:18:49.228242 14238 net.cpp:434] conv7_2_mbox_conf_flat <- conv7_2_mbox_conf_perm I0511 04:18:49.228246 14238 net.cpp:408] conv7_2_mbox_conf_flat -> conv7_2_mbox_conf_flat I0511 04:18:49.228269 14238 net.cpp:150] Setting up conv7_2_mbox_conf_flat I0511 04:18:49.228276 14238 net.cpp:157] Top shape: 8 300 (2400) I0511 04:18:49.228279 14238 net.cpp:165] Memory required for data: 1982157088 I0511 04:18:49.228283 14238 layer_factory.hpp:77] Creating layer conv7_2_mbox_priorbox I0511 04:18:49.228291 14238 net.cpp:100] Creating Layer conv7_2_mbox_priorbox I0511 04:18:49.228293 14238 net.cpp:434] conv7_2_mbox_priorbox <- conv7_2_conv7_2_relu_0_split_3 I0511 04:18:49.228297 14238 net.cpp:434] conv7_2_mbox_priorbox <- data_data_0_split_4 I0511 04:18:49.228302 14238 net.cpp:408] conv7_2_mbox_priorbox -> conv7_2_mbox_priorbox I0511 04:18:49.228329 14238 net.cpp:150] Setting up conv7_2_mbox_priorbox I0511 04:18:49.228334 14238 net.cpp:157] Top shape: 1 2 600 (1200) I0511 04:18:49.228338 14238 net.cpp:165] Memory required for data: 1982161888 I0511 04:18:49.228339 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc I0511 04:18:49.228346 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc I0511 04:18:49.228349 14238 net.cpp:434] conv8_2_mbox_loc <- conv8_2_conv8_2_relu_0_split_1 I0511 04:18:49.228355 14238 net.cpp:408] conv8_2_mbox_loc -> conv8_2_mbox_loc I0511 04:18:49.229982 14238 net.cpp:150] Setting up conv8_2_mbox_loc I0511 04:18:49.229990 14238 net.cpp:157] Top shape: 8 16 3 3 (1152) I0511 04:18:49.229993 14238 net.cpp:165] Memory required for data: 1982166496 I0511 04:18:49.230010 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_perm I0511 04:18:49.230020 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc_perm I0511 04:18:49.230026 14238 net.cpp:434] conv8_2_mbox_loc_perm <- conv8_2_mbox_loc I0511 04:18:49.230031 14238 net.cpp:408] conv8_2_mbox_loc_perm -> conv8_2_mbox_loc_perm I0511 04:18:49.230147 14238 net.cpp:150] Setting up conv8_2_mbox_loc_perm I0511 04:18:49.230154 14238 net.cpp:157] Top shape: 8 3 3 16 (1152) I0511 04:18:49.230155 14238 net.cpp:165] Memory required for data: 1982171104 I0511 04:18:49.230159 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_loc_flat I0511 04:18:49.230176 14238 net.cpp:100] Creating Layer conv8_2_mbox_loc_flat I0511 04:18:49.230181 14238 net.cpp:434] conv8_2_mbox_loc_flat <- conv8_2_mbox_loc_perm I0511 04:18:49.230190 14238 net.cpp:408] conv8_2_mbox_loc_flat -> conv8_2_mbox_loc_flat I0511 04:18:49.230217 14238 net.cpp:150] Setting up conv8_2_mbox_loc_flat I0511 04:18:49.230222 14238 net.cpp:157] Top shape: 8 144 (1152) I0511 04:18:49.230224 14238 net.cpp:165] Memory required for data: 1982175712 I0511 04:18:49.230226 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf I0511 04:18:49.230235 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf I0511 04:18:49.230239 14238 net.cpp:434] conv8_2_mbox_conf <- conv8_2_conv8_2_relu_0_split_2 I0511 04:18:49.230248 14238 net.cpp:408] conv8_2_mbox_conf -> conv8_2_mbox_conf I0511 04:18:49.231801 14238 net.cpp:150] Setting up conv8_2_mbox_conf I0511 04:18:49.231809 14238 net.cpp:157] Top shape: 8 8 3 3 (576) I0511 04:18:49.231812 14238 net.cpp:165] Memory required for data: 1982178016 I0511 04:18:49.231818 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_perm I0511 04:18:49.231827 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf_perm I0511 04:18:49.231832 14238 net.cpp:434] conv8_2_mbox_conf_perm <- conv8_2_mbox_conf I0511 04:18:49.231838 14238 net.cpp:408] conv8_2_mbox_conf_perm -> conv8_2_mbox_conf_perm I0511 04:18:49.231952 14238 net.cpp:150] Setting up conv8_2_mbox_conf_perm I0511 04:18:49.231958 14238 net.cpp:157] Top shape: 8 3 3 8 (576) I0511 04:18:49.231961 14238 net.cpp:165] Memory required for data: 1982180320 I0511 04:18:49.231962 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_conf_flat I0511 04:18:49.231967 14238 net.cpp:100] Creating Layer conv8_2_mbox_conf_flat I0511 04:18:49.231969 14238 net.cpp:434] conv8_2_mbox_conf_flat <- conv8_2_mbox_conf_perm I0511 04:18:49.231974 14238 net.cpp:408] conv8_2_mbox_conf_flat -> conv8_2_mbox_conf_flat I0511 04:18:49.231998 14238 net.cpp:150] Setting up conv8_2_mbox_conf_flat I0511 04:18:49.232004 14238 net.cpp:157] Top shape: 8 72 (576) I0511 04:18:49.232008 14238 net.cpp:165] Memory required for data: 1982182624 I0511 04:18:49.232012 14238 layer_factory.hpp:77] Creating layer conv8_2_mbox_priorbox I0511 04:18:49.232017 14238 net.cpp:100] Creating Layer conv8_2_mbox_priorbox I0511 04:18:49.232020 14238 net.cpp:434] conv8_2_mbox_priorbox <- conv8_2_conv8_2_relu_0_split_3 I0511 04:18:49.232024 14238 net.cpp:434] conv8_2_mbox_priorbox <- data_data_0_split_5 I0511 04:18:49.232029 14238 net.cpp:408] conv8_2_mbox_priorbox -> conv8_2_mbox_priorbox I0511 04:18:49.232058 14238 net.cpp:150] Setting up conv8_2_mbox_priorbox I0511 04:18:49.232065 14238 net.cpp:157] Top shape: 1 2 144 (288) I0511 04:18:49.232069 14238 net.cpp:165] Memory required for data: 1982183776 I0511 04:18:49.232071 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc I0511 04:18:49.232082 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc I0511 04:18:49.232087 14238 net.cpp:434] conv9_2_mbox_loc <- conv9_2_conv9_2_relu_0_split_0 I0511 04:18:49.232095 14238 net.cpp:408] conv9_2_mbox_loc -> conv9_2_mbox_loc I0511 04:18:49.234108 14238 net.cpp:150] Setting up conv9_2_mbox_loc I0511 04:18:49.234117 14238 net.cpp:157] Top shape: 8 16 1 1 (128) I0511 04:18:49.234120 14238 net.cpp:165] Memory required for data: 1982184288 I0511 04:18:49.234127 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_perm I0511 04:18:49.234136 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc_perm I0511 04:18:49.234140 14238 net.cpp:434] conv9_2_mbox_loc_perm <- conv9_2_mbox_loc I0511 04:18:49.234148 14238 net.cpp:408] conv9_2_mbox_loc_perm -> conv9_2_mbox_loc_perm I0511 04:18:49.234263 14238 net.cpp:150] Setting up conv9_2_mbox_loc_perm I0511 04:18:49.234271 14238 net.cpp:157] Top shape: 8 1 1 16 (128) I0511 04:18:49.234272 14238 net.cpp:165] Memory required for data: 1982184800 I0511 04:18:49.234275 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_loc_flat I0511 04:18:49.234282 14238 net.cpp:100] Creating Layer conv9_2_mbox_loc_flat I0511 04:18:49.234285 14238 net.cpp:434] conv9_2_mbox_loc_flat <- conv9_2_mbox_loc_perm I0511 04:18:49.234302 14238 net.cpp:408] conv9_2_mbox_loc_flat -> conv9_2_mbox_loc_flat I0511 04:18:49.234333 14238 net.cpp:150] Setting up conv9_2_mbox_loc_flat I0511 04:18:49.234338 14238 net.cpp:157] Top shape: 8 16 (128) I0511 04:18:49.234340 14238 net.cpp:165] Memory required for data: 1982185312 I0511 04:18:49.234342 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf I0511 04:18:49.234352 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf I0511 04:18:49.234356 14238 net.cpp:434] conv9_2_mbox_conf <- conv9_2_conv9_2_relu_0_split_1 I0511 04:18:49.234365 14238 net.cpp:408] conv9_2_mbox_conf -> conv9_2_mbox_conf I0511 04:18:49.235926 14238 net.cpp:150] Setting up conv9_2_mbox_conf I0511 04:18:49.235935 14238 net.cpp:157] Top shape: 8 8 1 1 (64) I0511 04:18:49.235939 14238 net.cpp:165] Memory required for data: 1982185568 I0511 04:18:49.235944 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_perm I0511 04:18:49.235952 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf_perm I0511 04:18:49.235957 14238 net.cpp:434] conv9_2_mbox_conf_perm <- conv9_2_mbox_conf I0511 04:18:49.235965 14238 net.cpp:408] conv9_2_mbox_conf_perm -> conv9_2_mbox_conf_perm I0511 04:18:49.236079 14238 net.cpp:150] Setting up conv9_2_mbox_conf_perm I0511 04:18:49.236085 14238 net.cpp:157] Top shape: 8 1 1 8 (64) I0511 04:18:49.236088 14238 net.cpp:165] Memory required for data: 1982185824 I0511 04:18:49.236093 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_conf_flat I0511 04:18:49.236099 14238 net.cpp:100] Creating Layer conv9_2_mbox_conf_flat I0511 04:18:49.236104 14238 net.cpp:434] conv9_2_mbox_conf_flat <- conv9_2_mbox_conf_perm I0511 04:18:49.236110 14238 net.cpp:408] conv9_2_mbox_conf_flat -> conv9_2_mbox_conf_flat I0511 04:18:49.236135 14238 net.cpp:150] Setting up conv9_2_mbox_conf_flat I0511 04:18:49.236138 14238 net.cpp:157] Top shape: 8 8 (64) I0511 04:18:49.236140 14238 net.cpp:165] Memory required for data: 1982186080 I0511 04:18:49.236143 14238 layer_factory.hpp:77] Creating layer conv9_2_mbox_priorbox I0511 04:18:49.236150 14238 net.cpp:100] Creating Layer conv9_2_mbox_priorbox I0511 04:18:49.236155 14238 net.cpp:434] conv9_2_mbox_priorbox <- conv9_2_conv9_2_relu_0_split_2 I0511 04:18:49.236160 14238 net.cpp:434] conv9_2_mbox_priorbox <- data_data_0_split_6 I0511 04:18:49.236167 14238 net.cpp:408] conv9_2_mbox_priorbox -> conv9_2_mbox_priorbox I0511 04:18:49.236197 14238 net.cpp:150] Setting up conv9_2_mbox_priorbox I0511 04:18:49.236203 14238 net.cpp:157] Top shape: 1 2 16 (32) I0511 04:18:49.236207 14238 net.cpp:165] Memory required for data: 1982186208 I0511 04:18:49.236212 14238 layer_factory.hpp:77] Creating layer mbox_loc I0511 04:18:49.236218 14238 net.cpp:100] Creating Layer mbox_loc I0511 04:18:49.236223 14238 net.cpp:434] mbox_loc <- conv4_3_norm_mbox_loc_flat I0511 04:18:49.236229 14238 net.cpp:434] mbox_loc <- fc7_mbox_loc_flat I0511 04:18:49.236235 14238 net.cpp:434] mbox_loc <- conv6_2_mbox_loc_flat I0511 04:18:49.236240 14238 net.cpp:434] mbox_loc <- conv7_2_mbox_loc_flat I0511 04:18:49.236243 14238 net.cpp:434] mbox_loc <- conv8_2_mbox_loc_flat I0511 04:18:49.236248 14238 net.cpp:434] mbox_loc <- conv9_2_mbox_loc_flat I0511 04:18:49.236255 14238 net.cpp:408] mbox_loc -> mbox_loc I0511 04:18:49.236286 14238 net.cpp:150] Setting up mbox_loc I0511 04:18:49.236292 14238 net.cpp:157] Top shape: 8 34928 (279424) I0511 04:18:49.236294 14238 net.cpp:165] Memory required for data: 1983303904 I0511 04:18:49.236297 14238 layer_factory.hpp:77] Creating layer mbox_conf I0511 04:18:49.236301 14238 net.cpp:100] Creating Layer mbox_conf I0511 04:18:49.236304 14238 net.cpp:434] mbox_conf <- conv4_3_norm_mbox_conf_flat I0511 04:18:49.236307 14238 net.cpp:434] mbox_conf <- fc7_mbox_conf_flat I0511 04:18:49.236311 14238 net.cpp:434] mbox_conf <- conv6_2_mbox_conf_flat I0511 04:18:49.236313 14238 net.cpp:434] mbox_conf <- conv7_2_mbox_conf_flat I0511 04:18:49.236316 14238 net.cpp:434] mbox_conf <- conv8_2_mbox_conf_flat I0511 04:18:49.236320 14238 net.cpp:434] mbox_conf <- conv9_2_mbox_conf_flat I0511 04:18:49.236333 14238 net.cpp:408] mbox_conf -> mbox_conf I0511 04:18:49.236361 14238 net.cpp:150] Setting up mbox_conf I0511 04:18:49.236366 14238 net.cpp:157] Top shape: 8 17464 (139712) I0511 04:18:49.236368 14238 net.cpp:165] Memory required for data: 1983862752 I0511 04:18:49.236372 14238 layer_factory.hpp:77] Creating layer mbox_priorbox I0511 04:18:49.236377 14238 net.cpp:100] Creating Layer mbox_priorbox I0511 04:18:49.236382 14238 net.cpp:434] mbox_priorbox <- conv4_3_norm_mbox_priorbox I0511 04:18:49.236387 14238 net.cpp:434] mbox_priorbox <- fc7_mbox_priorbox I0511 04:18:49.236392 14238 net.cpp:434] mbox_priorbox <- conv6_2_mbox_priorbox I0511 04:18:49.236394 14238 net.cpp:434] mbox_priorbox <- conv7_2_mbox_priorbox I0511 04:18:49.236397 14238 net.cpp:434] mbox_priorbox <- conv8_2_mbox_priorbox I0511 04:18:49.236399 14238 net.cpp:434] mbox_priorbox <- conv9_2_mbox_priorbox I0511 04:18:49.236403 14238 net.cpp:408] mbox_priorbox -> mbox_priorbox I0511 04:18:49.236428 14238 net.cpp:150] Setting up mbox_priorbox I0511 04:18:49.236434 14238 net.cpp:157] Top shape: 1 2 34928 (69856) I0511 04:18:49.236438 14238 net.cpp:165] Memory required for data: 1984142176 I0511 04:18:49.236441 14238 layer_factory.hpp:77] Creating layer mbox_conf_reshape I0511 04:18:49.236451 14238 net.cpp:100] Creating Layer mbox_conf_reshape I0511 04:18:49.236455 14238 net.cpp:434] mbox_conf_reshape <- mbox_conf I0511 04:18:49.236462 14238 net.cpp:408] mbox_conf_reshape -> mbox_conf_reshape I0511 04:18:49.236497 14238 net.cpp:150] Setting up mbox_conf_reshape I0511 04:18:49.236505 14238 net.cpp:157] Top shape: 8 8732 2 (139712) I0511 04:18:49.236508 14238 net.cpp:165] Memory required for data: 1984701024 I0511 04:18:49.236511 14238 layer_factory.hpp:77] Creating layer mbox_conf_softmax I0511 04:18:49.236518 14238 net.cpp:100] Creating Layer mbox_conf_softmax I0511 04:18:49.236523 14238 net.cpp:434] mbox_conf_softmax <- mbox_conf_reshape I0511 04:18:49.236529 14238 net.cpp:408] mbox_conf_softmax -> mbox_conf_softmax I0511 04:18:49.236732 14238 net.cpp:150] Setting up mbox_conf_softmax I0511 04:18:49.236739 14238 net.cpp:157] Top shape: 8 8732 2 (139712) I0511 04:18:49.236742 14238 net.cpp:165] Memory required for data: 1985259872 I0511 04:18:49.236745 14238 layer_factory.hpp:77] Creating layer mbox_conf_flatten I0511 04:18:49.236752 14238 net.cpp:100] Creating Layer mbox_conf_flatten I0511 04:18:49.236757 14238 net.cpp:434] mbox_conf_flatten <- mbox_conf_softmax I0511 04:18:49.236764 14238 net.cpp:408] mbox_conf_flatten -> mbox_conf_flatten I0511 04:18:49.236793 14238 net.cpp:150] Setting up mbox_conf_flatten I0511 04:18:49.236800 14238 net.cpp:157] Top shape: 8 17464 (139712) I0511 04:18:49.236804 14238 net.cpp:165] Memory required for data: 1985818720 I0511 04:18:49.236809 14238 layer_factory.hpp:77] Creating layer detection_out I0511 04:18:49.236820 14238 net.cpp:100] Creating Layer detection_out I0511 04:18:49.236824 14238 net.cpp:434] detection_out <- mbox_loc I0511 04:18:49.236829 14238 net.cpp:434] detection_out <- mbox_conf_flatten I0511 04:18:49.236835 14238 net.cpp:434] detection_out <- mbox_priorbox I0511 04:18:49.236841 14238 net.cpp:408] detection_out -> detection_out I0511 04:18:49.248843 14238 net.cpp:150] Setting up detection_out I0511 04:18:49.248858 14238 net.cpp:157] Top shape: 1 1 1 7 (7) I0511 04:18:49.248862 14238 net.cpp:165] Memory required for data: 1985818748 I0511 04:18:49.248865 14238 layer_factory.hpp:77] Creating layer detection_eval I0511 04:18:49.248874 14238 net.cpp:100] Creating Layer detection_eval I0511 04:18:49.248878 14238 net.cpp:434] detection_eval <- detection_out I0511 04:18:49.248884 14238 net.cpp:434] detection_eval <- label I0511 04:18:49.248888 14238 net.cpp:408] detection_eval -> detection_eval I0511 04:18:49.257037 14238 net.cpp:150] Setting up detection_eval I0511 04:18:49.257050 14238 net.cpp:157] Top shape: 1 1 2 5 (10) I0511 04:18:49.257051 14238 net.cpp:165] Memory required for data: 1985818788 I0511 04:18:49.257055 14238 net.cpp:228] detection_eval does not need backward computation. I0511 04:18:49.257072 14238 net.cpp:228] detection_out does not need backward computation. I0511 04:18:49.257076 14238 net.cpp:228] mbox_conf_flatten does not need backward computation. I0511 04:18:49.257079 14238 net.cpp:228] mbox_conf_softmax does not need backward computation. I0511 04:18:49.257082 14238 net.cpp:228] mbox_conf_reshape does not need backward computation. I0511 04:18:49.257086 14238 net.cpp:228] mbox_priorbox does not need backward computation. I0511 04:18:49.257089 14238 net.cpp:228] mbox_conf does not need backward computation. I0511 04:18:49.257093 14238 net.cpp:228] mbox_loc does not need backward computation. I0511 04:18:49.257097 14238 net.cpp:228] conv9_2_mbox_priorbox does not need backward computation. I0511 04:18:49.257100 14238 net.cpp:228] conv9_2_mbox_conf_flat does not need backward computation. I0511 04:18:49.257103 14238 net.cpp:228] conv9_2_mbox_conf_perm does not need backward computation. I0511 04:18:49.257107 14238 net.cpp:228] conv9_2_mbox_conf does not need backward computation. I0511 04:18:49.257108 14238 net.cpp:228] conv9_2_mbox_loc_flat does not need backward computation. I0511 04:18:49.257112 14238 net.cpp:228] conv9_2_mbox_loc_perm does not need backward computation. I0511 04:18:49.257115 14238 net.cpp:228] conv9_2_mbox_loc does not need backward computation. I0511 04:18:49.257119 14238 net.cpp:228] conv8_2_mbox_priorbox does not need backward computation. I0511 04:18:49.257123 14238 net.cpp:228] conv8_2_mbox_conf_flat does not need backward computation. I0511 04:18:49.257128 14238 net.cpp:228] conv8_2_mbox_conf_perm does not need backward computation. I0511 04:18:49.257131 14238 net.cpp:228] conv8_2_mbox_conf does not need backward computation. I0511 04:18:49.257135 14238 net.cpp:228] conv8_2_mbox_loc_flat does not need backward computation. I0511 04:18:49.257140 14238 net.cpp:228] conv8_2_mbox_loc_perm does not need backward computation. I0511 04:18:49.257144 14238 net.cpp:228] conv8_2_mbox_loc does not need backward computation. I0511 04:18:49.257148 14238 net.cpp:228] conv7_2_mbox_priorbox does not need backward computation. I0511 04:18:49.257153 14238 net.cpp:228] conv7_2_mbox_conf_flat does not need backward computation. I0511 04:18:49.257155 14238 net.cpp:228] conv7_2_mbox_conf_perm does not need backward computation. I0511 04:18:49.257158 14238 net.cpp:228] conv7_2_mbox_conf does not need backward computation. I0511 04:18:49.257160 14238 net.cpp:228] conv7_2_mbox_loc_flat does not need backward computation. I0511 04:18:49.257164 14238 net.cpp:228] conv7_2_mbox_loc_perm does not need backward computation. I0511 04:18:49.257166 14238 net.cpp:228] conv7_2_mbox_loc does not need backward computation. I0511 04:18:49.257169 14238 net.cpp:228] conv6_2_mbox_priorbox does not need backward computation. I0511 04:18:49.257171 14238 net.cpp:228] conv6_2_mbox_conf_flat does not need backward computation. I0511 04:18:49.257174 14238 net.cpp:228] conv6_2_mbox_conf_perm does not need backward computation. I0511 04:18:49.257176 14238 net.cpp:228] conv6_2_mbox_conf does not need backward computation. I0511 04:18:49.257179 14238 net.cpp:228] conv6_2_mbox_loc_flat does not need backward computation. I0511 04:18:49.257181 14238 net.cpp:228] conv6_2_mbox_loc_perm does not need backward computation. I0511 04:18:49.257184 14238 net.cpp:228] conv6_2_mbox_loc does not need backward computation. I0511 04:18:49.257186 14238 net.cpp:228] fc7_mbox_priorbox does not need backward computation. I0511 04:18:49.257189 14238 net.cpp:228] fc7_mbox_conf_flat does not need backward computation. I0511 04:18:49.257191 14238 net.cpp:228] fc7_mbox_conf_perm does not need backward computation. I0511 04:18:49.257194 14238 net.cpp:228] fc7_mbox_conf does not need backward computation. I0511 04:18:49.257196 14238 net.cpp:228] fc7_mbox_loc_flat does not need backward computation. I0511 04:18:49.257200 14238 net.cpp:228] fc7_mbox_loc_perm does not need backward computation. I0511 04:18:49.257201 14238 net.cpp:228] fc7_mbox_loc does not need backward computation. I0511 04:18:49.257210 14238 net.cpp:228] conv4_3_norm_mbox_priorbox does not need backward computation. I0511 04:18:49.257213 14238 net.cpp:228] conv4_3_norm_mbox_conf_flat does not need backward computation. I0511 04:18:49.257215 14238 net.cpp:228] conv4_3_norm_mbox_conf_perm does not need backward computation. I0511 04:18:49.257218 14238 net.cpp:228] conv4_3_norm_mbox_conf does not need backward computation. I0511 04:18:49.257221 14238 net.cpp:228] conv4_3_norm_mbox_loc_flat does not need backward computation. I0511 04:18:49.257223 14238 net.cpp:228] conv4_3_norm_mbox_loc_perm does not need backward computation. I0511 04:18:49.257226 14238 net.cpp:228] conv4_3_norm_mbox_loc does not need backward computation. I0511 04:18:49.257228 14238 net.cpp:228] conv4_3_norm_conv4_3_norm_0_split does not need backward computation. I0511 04:18:49.257232 14238 net.cpp:228] conv4_3_norm does not need backward computation. I0511 04:18:49.257236 14238 net.cpp:228] conv9_2_conv9_2_relu_0_split does not need backward computation. I0511 04:18:49.257238 14238 net.cpp:228] conv9_2_relu does not need backward computation. I0511 04:18:49.257241 14238 net.cpp:228] conv9_2 does not need backward computation. I0511 04:18:49.257243 14238 net.cpp:228] conv9_1_relu does not need backward computation. I0511 04:18:49.257246 14238 net.cpp:228] conv9_1 does not need backward computation. I0511 04:18:49.257248 14238 net.cpp:228] conv8_2_conv8_2_relu_0_split does not need backward computation. I0511 04:18:49.257251 14238 net.cpp:228] conv8_2_relu does not need backward computation. I0511 04:18:49.257253 14238 net.cpp:228] conv8_2 does not need backward computation. I0511 04:18:49.257256 14238 net.cpp:228] conv8_1_relu does not need backward computation. I0511 04:18:49.257257 14238 net.cpp:228] conv8_1 does not need backward computation. I0511 04:18:49.257261 14238 net.cpp:228] conv7_2_conv7_2_relu_0_split does not need backward computation. I0511 04:18:49.257263 14238 net.cpp:228] conv7_2_relu does not need backward computation. I0511 04:18:49.257266 14238 net.cpp:228] conv7_2 does not need backward computation. I0511 04:18:49.257269 14238 net.cpp:228] conv7_1_relu does not need backward computation. I0511 04:18:49.257272 14238 net.cpp:228] conv7_1 does not need backward computation. I0511 04:18:49.257277 14238 net.cpp:228] conv6_2_conv6_2_relu_0_split does not need backward computation. I0511 04:18:49.257282 14238 net.cpp:228] conv6_2_relu does not need backward computation. I0511 04:18:49.257284 14238 net.cpp:228] conv6_2 does not need backward computation. I0511 04:18:49.257287 14238 net.cpp:228] conv6_1_relu does not need backward computation. I0511 04:18:49.257289 14238 net.cpp:228] conv6_1 does not need backward computation. I0511 04:18:49.257292 14238 net.cpp:228] fc7_relu7_0_split does not need backward computation. I0511 04:18:49.257294 14238 net.cpp:228] relu7 does not need backward computation. I0511 04:18:49.257297 14238 net.cpp:228] fc7 does not need backward computation. I0511 04:18:49.257299 14238 net.cpp:228] relu6 does not need backward computation. I0511 04:18:49.257302 14238 net.cpp:228] fc6 does not need backward computation. I0511 04:18:49.257304 14238 net.cpp:228] pool5 does not need backward computation. I0511 04:18:49.257306 14238 net.cpp:228] relu5_3 does not need backward computation. I0511 04:18:49.257309 14238 net.cpp:228] conv5_3 does not need backward computation. I0511 04:18:49.257311 14238 net.cpp:228] relu5_2 does not need backward computation. I0511 04:18:49.257313 14238 net.cpp:228] conv5_2 does not need backward computation. I0511 04:18:49.257316 14238 net.cpp:228] relu5_1 does not need backward computation. I0511 04:18:49.257320 14238 net.cpp:228] conv5_1 does not need backward computation. I0511 04:18:49.257324 14238 net.cpp:228] pool4 does not need backward computation. I0511 04:18:49.257329 14238 net.cpp:228] conv4_3_relu4_3_0_split does not need backward computation. I0511 04:18:49.257333 14238 net.cpp:228] relu4_3 does not need backward computation. I0511 04:18:49.257336 14238 net.cpp:228] conv4_3 does not need backward computation. I0511 04:18:49.257344 14238 net.cpp:228] relu4_2 does not need backward computation. I0511 04:18:49.257346 14238 net.cpp:228] conv4_2 does not need backward computation. I0511 04:18:49.257349 14238 net.cpp:228] relu4_1 does not need backward computation. I0511 04:18:49.257351 14238 net.cpp:228] conv4_1 does not need backward computation. I0511 04:18:49.257354 14238 net.cpp:228] pool3 does not need backward computation. I0511 04:18:49.257356 14238 net.cpp:228] relu3_3 does not need backward computation. I0511 04:18:49.257359 14238 net.cpp:228] conv3_3 does not need backward computation. I0511 04:18:49.257360 14238 net.cpp:228] relu3_2 does not need backward computation. I0511 04:18:49.257364 14238 net.cpp:228] conv3_2 does not need backward computation. I0511 04:18:49.257366 14238 net.cpp:228] relu3_1 does not need backward computation. I0511 04:18:49.257369 14238 net.cpp:228] conv3_1 does not need backward computation. I0511 04:18:49.257374 14238 net.cpp:228] pool2 does not need backward computation. I0511 04:18:49.257377 14238 net.cpp:228] relu2_2 does not need backward computation. I0511 04:18:49.257382 14238 net.cpp:228] conv2_2 does not need backward computation. I0511 04:18:49.257385 14238 net.cpp:228] relu2_1 does not need backward computation. I0511 04:18:49.257390 14238 net.cpp:228] conv2_1 does not need backward computation. I0511 04:18:49.257392 14238 net.cpp:228] pool1 does not need backward computation. I0511 04:18:49.257395 14238 net.cpp:228] relu1_2 does not need backward computation. I0511 04:18:49.257397 14238 net.cpp:228] conv1_2 does not need backward computation. I0511 04:18:49.257400 14238 net.cpp:228] relu1_1 does not need backward computation. I0511 04:18:49.257402 14238 net.cpp:228] conv1_1 does not need backward computation. I0511 04:18:49.257405 14238 net.cpp:228] data_data_0_split does not need backward computation. I0511 04:18:49.257408 14238 net.cpp:228] data does not need backward computation. I0511 04:18:49.257411 14238 net.cpp:270] This network produces output detection_eval I0511 04:18:49.257479 14238 net.cpp:283] Network initialization done. I0511 04:18:49.257769 14238 solver.cpp:75] Solver scaffolding done. I0511 04:18:49.260148 14238 caffe.cpp:155] Finetuning from models/VGGNet/VGG_ILSVRC_16_layers_fc_reduced.caffemodel I0511 04:18:49.315183 14238 upgrade_proto.cpp:67] Attempting to upgrade input file specified using deprecated input fields: models/VGGNet/VGG_ILSVRC_16_layers_fc_reduced.caffemodel I0511 04:18:49.315230 14238 upgrade_proto.cpp:70] Successfully upgraded file specified using deprecated input fields. W0511 04:18:49.315235 14238 upgrade_proto.cpp:72] Note that future Caffe releases will only support input layers and not input fields. I0511 04:18:49.326822 14238 net.cpp:761] Ignoring source layer drop6 I0511 04:18:49.327459 14238 net.cpp:761] Ignoring source layer drop7 I0511 04:18:49.327466 14238 net.cpp:761] Ignoring source layer fc8 I0511 04:18:49.327468 14238 net.cpp:761] Ignoring source layer prob I0511 04:18:49.425340 14238 upgrade_proto.cpp:67] Attempting to upgrade input file specified using deprecated input fields: models/VGGNet/VGG_ILSVRC_16_layers_fc_reduced.caffemodel I0511 04:18:49.425359 14238 upgrade_proto.cpp:70] Successfully upgraded file specified using deprecated input fields. W0511 04:18:49.425361 14238 upgrade_proto.cpp:72] Note that future Caffe releases will only support input layers and not input fields. I0511 04:18:49.436547 14238 net.cpp:761] Ignoring source layer drop6 I0511 04:18:49.437170 14238 net.cpp:761] Ignoring source layer drop7 I0511 04:18:49.437175 14238 net.cpp:761] Ignoring source layer fc8 I0511 04:18:49.437178 14238 net.cpp:761] Ignoring source layer prob I0511 04:18:49.455788 14238 parallel.cpp:392] GPUs pairs 0:1 I0511 04:18:49.623935 14238 annotated_data_layer.cpp:62] output data size: 16,3,300,300 I0511 04:18:50.128166 14238 parallel.cpp:425] Starting Optimization I0511 04:18:50.128217 14238 solver.cpp:294] Solving VGG_MELON_SSD_300x300_train I0511 04:18:50.128223 14238 solver.cpp:295] Learning Rate Policy: multistep I0511 04:18:50.143568 14238 blocking_queue.cpp:50] Data layer prefetch queue empty I0511 04:18:50.401371 14238 solver.cpp:243] Iteration 0, loss = 0 I0511 04:18:50.401414 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 ( 1 = 0 loss) I0511 04:18:51.100327 14238 sgd_solver.cpp:138] Iteration 0, lr = 0.001 I0511 04:18:57.966433 14238 solver.cpp:243] Iteration 10, loss = 0 I0511 04:18:57.966459 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 ( 1 = 0 loss) I0511 04:18:58.338723 14238 sgd_solver.cpp:138] Iteration 10, lr = 0.001 I0511 04:19:06.915805 14238 solver.cpp:243] Iteration 20, loss = 0 I0511 04:19:06.915833 14238 solver.cpp:259] Train net output #0: mbox_loss = 0 (* 1 = 0 loss) I0511 04:19:07.303596 14238 sgd_solver.cpp:138] Iteration 20, lr = 0.001

[Coldmooon]

It seems like a bug or a mistake somewhere... Can you use pycaffe to print intermediate output? If loss is always 0, the error might occur earlier..

[guoqiang01486]

thank you for your reply, l find the answer by google , the loss 0 condition result from my xml files, which have float xmin ymin xmax ymax ,then i change all those value to 'int' and fix the error. thanks again but l meet a new problem, that is loss is 'nan' over 30 steps!!! l don't know the reason and finding answer , could you give me some advises? thank you

[Coldmooon]

@guoqiang01486 Try decreasing the learning rate or tuing other hyper-parameters. If this does not work, there may be other bugs...

[guoqiang01486]

@Coldmooon thank you you are right