I0504 13:22:45.668000 8582 layer_factory.hpp:77] Creating layer data I0504 13:22:45.704609 8582 net.cpp:100] Creating Layer data I0504 13:22:45.704637 8582 net.cpp:408] data -> data I0504 13:22:45.704675 8582 net.cpp:408] data -> label I0504 13:22:45.704708 8582 cpm_data_transformer.cpp:242] CPMDataTransformer constructor done. I0504 13:22:45.832552 8660 db_lmdb.cpp:35] Opened lmdb /home/ppl4hi/CODES/mul_caffe_train-master/training3D/dataset/lmdb I0504 13:22:45.876622 8582 cpm_data_layer.cpp:42] 270 480 6 I0504 13:22:45.876654 8582 cpm_data_layer.cpp:66] PREFETCH_COUNT is 3 I0504 13:22:46.204224 8582 cpm_data_layer.cpp:74] output data size: 10,6,368,368 I0504 13:22:46.314867 8582 net.cpp:150] Setting up data I0504 13:22:46.314949 8582 net.cpp:157] Top shape: 10 6 368 368 (8125440) I0504 13:22:46.314970 8582 net.cpp:157] Top shape: 10 114 46 46 (2412240) I0504 13:22:46.314980 8582 net.cpp:165] Memory required for data: 42150720 I0504 13:22:46.315001 8582 layer_factory.hpp:77] Creating layer pos3Dlabel I0504 13:22:46.315124 8582 net.cpp:100] Creating Layer pos3Dlabel I0504 13:22:46.315145 8582 net.cpp:408] pos3Dlabel -> pos3Dlabel I0504 13:22:46.327875 8662 cpm_data_transformer.cpp:73] dataset: COCO; img_size: [480 x 270]; meta.annolist_index: 91364; meta.write_number: 0; meta.total_write_number: 193928; meta.epoch: 0 I0504 13:22:46.477993 8663 db_lmdb.cpp:35] Opened lmdb /home/ppl4hi/CODES/mul_caffe_train-master/training3D/dataset/pos3Dlmdb I0504 13:22:46.478590 8582 data_layer.cpp:41] output data size: 10,1,1,51 I0504 13:22:46.482918 8582 net.cpp:150] Setting up pos3Dlabel I0504 13:22:46.482959 8582 net.cpp:157] Top shape: 10 1 1 51 (510) I0504 13:22:46.482971 8582 net.cpp:165] Memory required for data: 42152760 I0504 13:22:46.482985 8582 layer_factory.hpp:77] Creating layer vec_weight I0504 13:22:46.483023 8582 net.cpp:100] Creating Layer vec_weight I0504 13:22:46.483039 8582 net.cpp:434] vec_weight <- label I0504 13:22:46.483072 8582 net.cpp:408] vec_weight -> vec_weight I0504 13:22:46.483109 8582 net.cpp:408] vec_weight -> heat_weight I0504 13:22:46.483132 8582 net.cpp:408] vec_weight -> vec_temp I0504 13:22:46.483160 8582 net.cpp:408] vec_weight -> heat_temp I0504 13:22:46.483346 8582 net.cpp:150] Setting up vec_weight I0504 13:22:46.483366 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483377 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.483388 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483398 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.483407 8582 net.cpp:165] Memory required for data: 51801720 I0504 13:22:46.483415 8582 layer_factory.hpp:77] Creating layer vec_weight_vec_weight_0_split I0504 13:22:46.483436 8582 net.cpp:100] Creating Layer vec_weight_vec_weight_0_split I0504 13:22:46.483448 8582 net.cpp:434] vec_weight_vec_weight_0_split <- vec_weight I0504 13:22:46.483464 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_0 I0504 13:22:46.483479 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_1 I0504 13:22:46.483496 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_2 I0504 13:22:46.483511 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_3 I0504 13:22:46.483525 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_4 I0504 13:22:46.483539 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_5 I0504 13:22:46.483551 8582 net.cpp:408] vec_weight_vec_weight_0_split -> vec_weight_vec_weight_0_split_6 I0504 13:22:46.483721 8582 net.cpp:150] Setting up vec_weight_vec_weight_0_split I0504 13:22:46.483738 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483749 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483760 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483770 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483783 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483803 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483821 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.483836 8582 net.cpp:165] Memory required for data: 74315960 I0504 13:22:46.483852 8582 layer_factory.hpp:77] Creating layer heat_weight_vec_weight_1_split I0504 13:22:46.483878 8582 net.cpp:100] Creating Layer heat_weight_vec_weight_1_split I0504 13:22:46.483896 8582 net.cpp:434] heat_weight_vec_weight_1_split <- heat_weight I0504 13:22:46.483919 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_0 I0504 13:22:46.483945 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_1 I0504 13:22:46.483971 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_2 I0504 13:22:46.484011 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_3 I0504 13:22:46.484055 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_4 I0504 13:22:46.484081 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_5 I0504 13:22:46.484104 8582 net.cpp:408] heat_weight_vec_weight_1_split -> heat_weight_vec_weight_1_split_6 I0504 13:22:46.484278 8582 net.cpp:150] Setting up heat_weight_vec_weight_1_split I0504 13:22:46.484297 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484308 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484320 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484330 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484370 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484380 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484390 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.484400 8582 net.cpp:165] Memory required for data: 85573080 I0504 13:22:46.484408 8582 layer_factory.hpp:77] Creating layer label_vec I0504 13:22:46.484431 8582 net.cpp:100] Creating Layer label_vec I0504 13:22:46.484443 8582 net.cpp:434] label_vec <- vec_weight_vec_weight_0_split_0 I0504 13:22:46.484458 8582 net.cpp:434] label_vec <- vec_temp I0504 13:22:46.484493 8582 net.cpp:408] label_vec -> label_vec I0504 13:22:46.484547 8582 net.cpp:150] Setting up label_vec I0504 13:22:46.484565 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484573 8582 net.cpp:165] Memory required for data: 88789400 I0504 13:22:46.484582 8582 layer_factory.hpp:77] Creating layer label_vec_label_vec_0_split I0504 13:22:46.484601 8582 net.cpp:100] Creating Layer label_vec_label_vec_0_split I0504 13:22:46.484609 8582 net.cpp:434] label_vec_label_vec_0_split <- label_vec I0504 13:22:46.484622 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_0 I0504 13:22:46.484640 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_1 I0504 13:22:46.484655 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_2 I0504 13:22:46.484670 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_3 I0504 13:22:46.484684 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_4 I0504 13:22:46.484697 8582 net.cpp:408] label_vec_label_vec_0_split -> label_vec_label_vec_0_split_5 I0504 13:22:46.484836 8582 net.cpp:150] Setting up label_vec_label_vec_0_split I0504 13:22:46.484853 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484864 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484875 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484886 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484896 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484906 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:46.484915 8582 net.cpp:165] Memory required for data: 108087320 I0504 13:22:46.484923 8582 layer_factory.hpp:77] Creating layer label_heat I0504 13:22:46.484936 8582 net.cpp:100] Creating Layer label_heat I0504 13:22:46.484946 8582 net.cpp:434] label_heat <- heat_weight_vec_weight_1_split_0 I0504 13:22:46.484957 8582 net.cpp:434] label_heat <- heat_temp I0504 13:22:46.484972 8582 net.cpp:408] label_heat -> label_heat I0504 13:22:46.485016 8582 net.cpp:150] Setting up label_heat I0504 13:22:46.485035 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485045 8582 net.cpp:165] Memory required for data: 109695480 I0504 13:22:46.485054 8582 layer_factory.hpp:77] Creating layer label_heat_label_heat_0_split I0504 13:22:46.485077 8582 net.cpp:100] Creating Layer label_heat_label_heat_0_split I0504 13:22:46.485087 8582 net.cpp:434] label_heat_label_heat_0_split <- label_heat I0504 13:22:46.485100 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_0 I0504 13:22:46.485116 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_1 I0504 13:22:46.485134 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_2 I0504 13:22:46.485149 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_3 I0504 13:22:46.485169 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_4 I0504 13:22:46.485188 8582 net.cpp:408] label_heat_label_heat_0_split -> label_heat_label_heat_0_split_5 I0504 13:22:46.485405 8582 net.cpp:150] Setting up label_heat_label_heat_0_split I0504 13:22:46.485427 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485441 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485453 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485463 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485474 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485486 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:46.485494 8582 net.cpp:165] Memory required for data: 119344440 I0504 13:22:46.485502 8582 layer_factory.hpp:77] Creating layer image I0504 13:22:46.485519 8582 net.cpp:100] Creating Layer image I0504 13:22:46.485528 8582 net.cpp:434] image <- data I0504 13:22:46.485553 8582 net.cpp:408] image -> image I0504 13:22:46.485587 8582 net.cpp:408] image -> center_map I0504 13:22:46.485662 8582 net.cpp:150] Setting up image I0504 13:22:46.485680 8582 net.cpp:157] Top shape: 10 3 368 368 (4062720) I0504 13:22:46.485690 8582 net.cpp:157] Top shape: 10 3 368 368 (4062720) I0504 13:22:46.485698 8582 net.cpp:165] Memory required for data: 151846200 I0504 13:22:46.485707 8582 layer_factory.hpp:77] Creating layer silence2 I0504 13:22:46.485720 8582 net.cpp:100] Creating Layer silence2 I0504 13:22:46.485729 8582 net.cpp:434] silence2 <- center_map I0504 13:22:46.485743 8582 net.cpp:150] Setting up silence2 I0504 13:22:46.485750 8582 net.cpp:165] Memory required for data: 151846200 I0504 13:22:46.485762 8582 layer_factory.hpp:77] Creating layer conv1_1 I0504 13:22:46.485800 8582 net.cpp:100] Creating Layer conv1_1 I0504 13:22:46.485811 8582 net.cpp:434] conv1_1 <- image I0504 13:22:46.485826 8582 net.cpp:408] conv1_1 -> conv1_1 I0504 13:22:46.930323 8582 net.cpp:150] Setting up conv1_1 I0504 13:22:46.930389 8582 net.cpp:157] Top shape: 10 64 368 368 (86671360) I0504 13:22:46.930403 8582 net.cpp:165] Memory required for data: 498531640 I0504 13:22:46.930454 8582 layer_factory.hpp:77] Creating layer relu1_1 I0504 13:22:46.930505 8582 net.cpp:100] Creating Layer relu1_1 I0504 13:22:46.930527 8582 net.cpp:434] relu1_1 <- conv1_1 I0504 13:22:46.930547 8582 net.cpp:395] relu1_1 -> conv1_1 (in-place) I0504 13:22:46.930986 8582 net.cpp:150] Setting up relu1_1 I0504 13:22:46.931011 8582 net.cpp:157] Top shape: 10 64 368 368 (86671360) I0504 13:22:46.931022 8582 net.cpp:165] Memory required for data: 845217080 I0504 13:22:46.931040 8582 layer_factory.hpp:77] Creating layer conv1_2 I0504 13:22:46.931072 8582 net.cpp:100] Creating Layer conv1_2 I0504 13:22:46.931084 8582 net.cpp:434] conv1_2 <- conv1_1 I0504 13:22:46.931102 8582 net.cpp:408] conv1_2 -> conv1_2 I0504 13:22:46.936720 8582 net.cpp:150] Setting up conv1_2 I0504 13:22:46.936745 8582 net.cpp:157] Top shape: 10 64 368 368 (86671360) I0504 13:22:46.936753 8582 net.cpp:165] Memory required for data: 1191902520 I0504 13:22:46.936769 8582 layer_factory.hpp:77] Creating layer relu1_2 I0504 13:22:46.936779 8582 net.cpp:100] Creating Layer relu1_2 I0504 13:22:46.936786 8582 net.cpp:434] relu1_2 <- conv1_2 I0504 13:22:46.936799 8582 net.cpp:395] relu1_2 -> conv1_2 (in-place) I0504 13:22:46.938149 8582 net.cpp:150] Setting up relu1_2 I0504 13:22:46.938172 8582 net.cpp:157] Top shape: 10 64 368 368 (86671360) I0504 13:22:46.938181 8582 net.cpp:165] Memory required for data: 1538587960 I0504 13:22:46.938189 8582 layer_factory.hpp:77] Creating layer pool1_stage1 I0504 13:22:46.938201 8582 net.cpp:100] Creating Layer pool1_stage1 I0504 13:22:46.938207 8582 net.cpp:434] pool1_stage1 <- conv1_2 I0504 13:22:46.938220 8582 net.cpp:408] pool1_stage1 -> pool1_stage1 I0504 13:22:46.938298 8582 net.cpp:150] Setting up pool1_stage1 I0504 13:22:46.938310 8582 net.cpp:157] Top shape: 10 64 184 184 (21667840) I0504 13:22:46.938318 8582 net.cpp:165] Memory required for data: 1625259320 I0504 13:22:46.938325 8582 layer_factory.hpp:77] Creating layer conv2_1 I0504 13:22:46.938350 8582 net.cpp:100] Creating Layer conv2_1 I0504 13:22:46.938359 8582 net.cpp:434] conv2_1 <- pool1_stage1 I0504 13:22:46.938369 8582 net.cpp:408] conv2_1 -> conv2_1 I0504 13:22:46.941910 8582 net.cpp:150] Setting up conv2_1 I0504 13:22:46.941932 8582 net.cpp:157] Top shape: 10 128 184 184 (43335680) I0504 13:22:46.941939 8582 net.cpp:165] Memory required for data: 1798602040 I0504 13:22:46.941956 8582 layer_factory.hpp:77] Creating layer relu2_1 I0504 13:22:46.941967 8582 net.cpp:100] Creating Layer relu2_1 I0504 13:22:46.941973 8582 net.cpp:434] relu2_1 <- conv2_1 I0504 13:22:46.941983 8582 net.cpp:395] relu2_1 -> conv2_1 (in-place) I0504 13:22:46.943351 8582 net.cpp:150] Setting up relu2_1 I0504 13:22:46.943373 8582 net.cpp:157] Top shape: 10 128 184 184 (43335680) I0504 13:22:46.943380 8582 net.cpp:165] Memory required for data: 1971944760 I0504 13:22:46.943387 8582 layer_factory.hpp:77] Creating layer conv2_2 I0504 13:22:46.943428 8582 net.cpp:100] Creating Layer conv2_2 I0504 13:22:46.943441 8582 net.cpp:434] conv2_2 <- conv2_1 I0504 13:22:46.943455 8582 net.cpp:408] conv2_2 -> conv2_2 I0504 13:22:46.950364 8582 net.cpp:150] Setting up conv2_2 I0504 13:22:46.950395 8582 net.cpp:157] Top shape: 10 128 184 184 (43335680) I0504 13:22:46.950407 8582 net.cpp:165] Memory required for data: 2145287480 I0504 13:22:46.950423 8582 layer_factory.hpp:77] Creating layer relu2_2 I0504 13:22:46.950440 8582 net.cpp:100] Creating Layer relu2_2 I0504 13:22:46.950454 8582 net.cpp:434] relu2_2 <- conv2_2 I0504 13:22:46.950470 8582 net.cpp:395] relu2_2 -> conv2_2 (in-place) I0504 13:22:46.950847 8582 net.cpp:150] Setting up relu2_2 I0504 13:22:46.950870 8582 net.cpp:157] Top shape: 10 128 184 184 (43335680) I0504 13:22:46.950878 8582 net.cpp:165] Memory required for data: 2318630200 I0504 13:22:46.950889 8582 layer_factory.hpp:77] Creating layer pool2_stage1 I0504 13:22:46.950906 8582 net.cpp:100] Creating Layer pool2_stage1 I0504 13:22:46.950917 8582 net.cpp:434] pool2_stage1 <- conv2_2 I0504 13:22:46.950945 8582 net.cpp:408] pool2_stage1 -> pool2_stage1 I0504 13:22:46.951028 8582 net.cpp:150] Setting up pool2_stage1 I0504 13:22:46.951045 8582 net.cpp:157] Top shape: 10 128 92 92 (10833920) I0504 13:22:46.951052 8582 net.cpp:165] Memory required for data: 2361965880 I0504 13:22:46.951059 8582 layer_factory.hpp:77] Creating layer conv3_1 I0504 13:22:46.951081 8582 net.cpp:100] Creating Layer conv3_1 I0504 13:22:46.951092 8582 net.cpp:434] conv3_1 <- pool2_stage1 I0504 13:22:46.951107 8582 net.cpp:408] conv3_1 -> conv3_1 I0504 13:22:46.962440 8582 net.cpp:150] Setting up conv3_1 I0504 13:22:46.962460 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.962466 8582 net.cpp:165] Memory required for data: 2448637240 I0504 13:22:46.962488 8582 layer_factory.hpp:77] Creating layer relu3_1 I0504 13:22:46.962501 8582 net.cpp:100] Creating Layer relu3_1 I0504 13:22:46.962507 8582 net.cpp:434] relu3_1 <- conv3_1 I0504 13:22:46.962513 8582 net.cpp:395] relu3_1 -> conv3_1 (in-place) I0504 13:22:46.962749 8582 net.cpp:150] Setting up relu3_1 I0504 13:22:46.962761 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.962769 8582 net.cpp:165] Memory required for data: 2535308600 I0504 13:22:46.962774 8582 layer_factory.hpp:77] Creating layer conv3_2 I0504 13:22:46.962793 8582 net.cpp:100] Creating Layer conv3_2 I0504 13:22:46.962800 8582 net.cpp:434] conv3_2 <- conv3_1 I0504 13:22:46.962811 8582 net.cpp:408] conv3_2 -> conv3_2 I0504 13:22:46.978099 8582 net.cpp:150] Setting up conv3_2 I0504 13:22:46.978126 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.978133 8582 net.cpp:165] Memory required for data: 2621979960 I0504 13:22:46.978147 8582 layer_factory.hpp:77] Creating layer relu3_2 I0504 13:22:46.978162 8582 net.cpp:100] Creating Layer relu3_2 I0504 13:22:46.978170 8582 net.cpp:434] relu3_2 <- conv3_2 I0504 13:22:46.978186 8582 net.cpp:395] relu3_2 -> conv3_2 (in-place) I0504 13:22:46.978529 8582 net.cpp:150] Setting up relu3_2 I0504 13:22:46.978550 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.978559 8582 net.cpp:165] Memory required for data: 2708651320 I0504 13:22:46.978566 8582 layer_factory.hpp:77] Creating layer conv3_3 I0504 13:22:46.978590 8582 net.cpp:100] Creating Layer conv3_3 I0504 13:22:46.978601 8582 net.cpp:434] conv3_3 <- conv3_2 I0504 13:22:46.978617 8582 net.cpp:408] conv3_3 -> conv3_3 I0504 13:22:46.992604 8582 net.cpp:150] Setting up conv3_3 I0504 13:22:46.992630 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.992637 8582 net.cpp:165] Memory required for data: 2795322680 I0504 13:22:46.992650 8582 layer_factory.hpp:77] Creating layer relu3_3 I0504 13:22:46.992664 8582 net.cpp:100] Creating Layer relu3_3 I0504 13:22:46.992682 8582 net.cpp:434] relu3_3 <- conv3_3 I0504 13:22:46.992696 8582 net.cpp:395] relu3_3 -> conv3_3 (in-place) I0504 13:22:46.992918 8582 net.cpp:150] Setting up relu3_3 I0504 13:22:46.992949 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:46.992954 8582 net.cpp:165] Memory required for data: 2881994040 I0504 13:22:46.992962 8582 layer_factory.hpp:77] Creating layer conv3_4 I0504 13:22:46.992979 8582 net.cpp:100] Creating Layer conv3_4 I0504 13:22:46.992985 8582 net.cpp:434] conv3_4 <- conv3_3 I0504 13:22:46.992993 8582 net.cpp:408] conv3_4 -> conv3_4 I0504 13:22:47.005947 8582 net.cpp:150] Setting up conv3_4 I0504 13:22:47.005966 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:47.005971 8582 net.cpp:165] Memory required for data: 2968665400 I0504 13:22:47.005980 8582 layer_factory.hpp:77] Creating layer relu3_4 I0504 13:22:47.005992 8582 net.cpp:100] Creating Layer relu3_4 I0504 13:22:47.005998 8582 net.cpp:434] relu3_4 <- conv3_4 I0504 13:22:47.006006 8582 net.cpp:395] relu3_4 -> conv3_4 (in-place) I0504 13:22:47.007119 8582 net.cpp:150] Setting up relu3_4 I0504 13:22:47.007139 8582 net.cpp:157] Top shape: 10 256 92 92 (21667840) I0504 13:22:47.007144 8582 net.cpp:165] Memory required for data: 3055336760 I0504 13:22:47.007149 8582 layer_factory.hpp:77] Creating layer pool3_stage1 I0504 13:22:47.007158 8582 net.cpp:100] Creating Layer pool3_stage1 I0504 13:22:47.007172 8582 net.cpp:434] pool3_stage1 <- conv3_4 I0504 13:22:47.007180 8582 net.cpp:408] pool3_stage1 -> pool3_stage1 I0504 13:22:47.007242 8582 net.cpp:150] Setting up pool3_stage1 I0504 13:22:47.007254 8582 net.cpp:157] Top shape: 10 256 46 46 (5416960) I0504 13:22:47.007259 8582 net.cpp:165] Memory required for data: 3077004600 I0504 13:22:47.007264 8582 layer_factory.hpp:77] Creating layer conv4_1 I0504 13:22:47.007278 8582 net.cpp:100] Creating Layer conv4_1 I0504 13:22:47.007284 8582 net.cpp:434] conv4_1 <- pool3_stage1 I0504 13:22:47.007297 8582 net.cpp:408] conv4_1 -> conv4_1 I0504 13:22:47.028887 8582 net.cpp:150] Setting up conv4_1 I0504 13:22:47.028909 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.028915 8582 net.cpp:165] Memory required for data: 3120340280 I0504 13:22:47.028933 8582 layer_factory.hpp:77] Creating layer relu4_1 I0504 13:22:47.028942 8582 net.cpp:100] Creating Layer relu4_1 I0504 13:22:47.028951 8582 net.cpp:434] relu4_1 <- conv4_1 I0504 13:22:47.028960 8582 net.cpp:395] relu4_1 -> conv4_1 (in-place) I0504 13:22:47.030113 8582 net.cpp:150] Setting up relu4_1 I0504 13:22:47.030133 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.030140 8582 net.cpp:165] Memory required for data: 3163675960 I0504 13:22:47.030146 8582 layer_factory.hpp:77] Creating layer conv4_2 I0504 13:22:47.030166 8582 net.cpp:100] Creating Layer conv4_2 I0504 13:22:47.030174 8582 net.cpp:434] conv4_2 <- conv4_1 I0504 13:22:47.030184 8582 net.cpp:408] conv4_2 -> conv4_2 I0504 13:22:47.071285 8582 net.cpp:150] Setting up conv4_2 I0504 13:22:47.071311 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.071317 8582 net.cpp:165] Memory required for data: 3207011640 I0504 13:22:47.071327 8582 layer_factory.hpp:77] Creating layer relu4_2 I0504 13:22:47.071341 8582 net.cpp:100] Creating Layer relu4_2 I0504 13:22:47.071352 8582 net.cpp:434] relu4_2 <- conv4_2 I0504 13:22:47.071358 8582 net.cpp:395] relu4_2 -> conv4_2 (in-place) I0504 13:22:47.071570 8582 net.cpp:150] Setting up relu4_2 I0504 13:22:47.071583 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.071588 8582 net.cpp:165] Memory required for data: 3250347320 I0504 13:22:47.071593 8582 layer_factory.hpp:77] Creating layer conv4_3_CPM I0504 13:22:47.071611 8582 net.cpp:100] Creating Layer conv4_3_CPM I0504 13:22:47.071620 8582 net.cpp:434] conv4_3_CPM <- conv4_2 I0504 13:22:47.071630 8582 net.cpp:408] conv4_3_CPM -> conv4_3_CPM I0504 13:22:47.094084 8582 net.cpp:150] Setting up conv4_3_CPM I0504 13:22:47.094105 8582 net.cpp:157] Top shape: 10 256 46 46 (5416960) I0504 13:22:47.094111 8582 net.cpp:165] Memory required for data: 3272015160 I0504 13:22:47.094122 8582 layer_factory.hpp:77] Creating layer relu4_3_CPM I0504 13:22:47.094154 8582 net.cpp:100] Creating Layer relu4_3_CPM I0504 13:22:47.094172 8582 net.cpp:434] relu4_3_CPM <- conv4_3_CPM I0504 13:22:47.094182 8582 net.cpp:395] relu4_3_CPM -> conv4_3_CPM (in-place) I0504 13:22:47.094406 8582 net.cpp:150] Setting up relu4_3_CPM I0504 13:22:47.094419 8582 net.cpp:157] Top shape: 10 256 46 46 (5416960) I0504 13:22:47.094424 8582 net.cpp:165] Memory required for data: 3293683000 I0504 13:22:47.094429 8582 layer_factory.hpp:77] Creating layer conv4_4_CPM I0504 13:22:47.094445 8582 net.cpp:100] Creating Layer conv4_4_CPM I0504 13:22:47.094452 8582 net.cpp:434] conv4_4_CPM <- conv4_3_CPM I0504 13:22:47.094465 8582 net.cpp:408] conv4_4_CPM -> conv4_4_CPM I0504 13:22:47.102973 8582 net.cpp:150] Setting up conv4_4_CPM I0504 13:22:47.102993 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.102998 8582 net.cpp:165] Memory required for data: 3304516920 I0504 13:22:47.103008 8582 layer_factory.hpp:77] Creating layer relu4_4_CPM I0504 13:22:47.103018 8582 net.cpp:100] Creating Layer relu4_4_CPM I0504 13:22:47.103026 8582 net.cpp:434] relu4_4_CPM <- conv4_4_CPM I0504 13:22:47.103035 8582 net.cpp:395] relu4_4_CPM -> conv4_4_CPM (in-place) I0504 13:22:47.103255 8582 net.cpp:150] Setting up relu4_4_CPM I0504 13:22:47.103268 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103274 8582 net.cpp:165] Memory required for data: 3315350840 I0504 13:22:47.103282 8582 layer_factory.hpp:77] Creating layer conv4_4_CPM_relu4_4_CPM_0_split I0504 13:22:47.103294 8582 net.cpp:100] Creating Layer conv4_4_CPM_relu4_4_CPM_0_split I0504 13:22:47.103302 8582 net.cpp:434] conv4_4_CPM_relu4_4_CPM_0_split <- conv4_4_CPM I0504 13:22:47.103312 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_0 I0504 13:22:47.103319 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_1 I0504 13:22:47.103327 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_2 I0504 13:22:47.103334 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_3 I0504 13:22:47.103341 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_4 I0504 13:22:47.103350 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_5 I0504 13:22:47.103358 8582 net.cpp:408] conv4_4_CPM_relu4_4_CPM_0_split -> conv4_4_CPM_relu4_4_CPM_0_split_6 I0504 13:22:47.103492 8582 net.cpp:150] Setting up conv4_4_CPM_relu4_4_CPM_0_split I0504 13:22:47.103502 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103507 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103513 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103518 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103524 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103531 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103536 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.103540 8582 net.cpp:165] Memory required for data: 3391188280 I0504 13:22:47.103544 8582 layer_factory.hpp:77] Creating layer conv5_1_CPM_L1 I0504 13:22:47.103559 8582 net.cpp:100] Creating Layer conv5_1_CPM_L1 I0504 13:22:47.103564 8582 net.cpp:434] conv5_1_CPM_L1 <- conv4_4_CPM_relu4_4_CPM_0_split_0 I0504 13:22:47.103574 8582 net.cpp:408] conv5_1_CPM_L1 -> conv5_1_CPM_L1 I0504 13:22:47.108445 8582 net.cpp:150] Setting up conv5_1_CPM_L1 I0504 13:22:47.108464 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.108469 8582 net.cpp:165] Memory required for data: 3402022200 I0504 13:22:47.108477 8582 layer_factory.hpp:77] Creating layer relu5_1_CPM_L1 I0504 13:22:47.108485 8582 net.cpp:100] Creating Layer relu5_1_CPM_L1 I0504 13:22:47.108491 8582 net.cpp:434] relu5_1_CPM_L1 <- conv5_1_CPM_L1 I0504 13:22:47.108500 8582 net.cpp:395] relu5_1_CPM_L1 -> conv5_1_CPM_L1 (in-place) I0504 13:22:47.108718 8582 net.cpp:150] Setting up relu5_1_CPM_L1 I0504 13:22:47.108745 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.108750 8582 net.cpp:165] Memory required for data: 3412856120 I0504 13:22:47.108757 8582 layer_factory.hpp:77] Creating layer conv5_1_CPM_L2 I0504 13:22:47.108772 8582 net.cpp:100] Creating Layer conv5_1_CPM_L2 I0504 13:22:47.108779 8582 net.cpp:434] conv5_1_CPM_L2 <- conv4_4_CPM_relu4_4_CPM_0_split_1 I0504 13:22:47.108789 8582 net.cpp:408] conv5_1_CPM_L2 -> conv5_1_CPM_L2 I0504 13:22:47.113754 8582 net.cpp:150] Setting up conv5_1_CPM_L2 I0504 13:22:47.113772 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.113777 8582 net.cpp:165] Memory required for data: 3423690040 I0504 13:22:47.113786 8582 layer_factory.hpp:77] Creating layer relu5_1_CPM_L2 I0504 13:22:47.113795 8582 net.cpp:100] Creating Layer relu5_1_CPM_L2 I0504 13:22:47.113801 8582 net.cpp:434] relu5_1_CPM_L2 <- conv5_1_CPM_L2 I0504 13:22:47.113811 8582 net.cpp:395] relu5_1_CPM_L2 -> conv5_1_CPM_L2 (in-place) I0504 13:22:47.114933 8582 net.cpp:150] Setting up relu5_1_CPM_L2 I0504 13:22:47.114950 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.114955 8582 net.cpp:165] Memory required for data: 3434523960 I0504 13:22:47.114960 8582 layer_factory.hpp:77] Creating layer conv5_2_CPM_L1 I0504 13:22:47.114974 8582 net.cpp:100] Creating Layer conv5_2_CPM_L1 I0504 13:22:47.114980 8582 net.cpp:434] conv5_2_CPM_L1 <- conv5_1_CPM_L1 I0504 13:22:47.114990 8582 net.cpp:408] conv5_2_CPM_L1 -> conv5_2_CPM_L1 I0504 13:22:47.121350 8582 net.cpp:150] Setting up conv5_2_CPM_L1 I0504 13:22:47.121368 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.121373 8582 net.cpp:165] Memory required for data: 3445357880 I0504 13:22:47.121382 8582 layer_factory.hpp:77] Creating layer relu5_2_CPM_L1 I0504 13:22:47.121395 8582 net.cpp:100] Creating Layer relu5_2_CPM_L1 I0504 13:22:47.121400 8582 net.cpp:434] relu5_2_CPM_L1 <- conv5_2_CPM_L1 I0504 13:22:47.121407 8582 net.cpp:395] relu5_2_CPM_L1 -> conv5_2_CPM_L1 (in-place) I0504 13:22:47.122597 8582 net.cpp:150] Setting up relu5_2_CPM_L1 I0504 13:22:47.122615 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.122620 8582 net.cpp:165] Memory required for data: 3456191800 I0504 13:22:47.122627 8582 layer_factory.hpp:77] Creating layer conv5_2_CPM_L2 I0504 13:22:47.122642 8582 net.cpp:100] Creating Layer conv5_2_CPM_L2 I0504 13:22:47.122648 8582 net.cpp:434] conv5_2_CPM_L2 <- conv5_1_CPM_L2 I0504 13:22:47.122659 8582 net.cpp:408] conv5_2_CPM_L2 -> conv5_2_CPM_L2 I0504 13:22:47.127553 8582 net.cpp:150] Setting up conv5_2_CPM_L2 I0504 13:22:47.127571 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.127576 8582 net.cpp:165] Memory required for data: 3467025720 I0504 13:22:47.127585 8582 layer_factory.hpp:77] Creating layer relu5_2_CPM_L2 I0504 13:22:47.127593 8582 net.cpp:100] Creating Layer relu5_2_CPM_L2 I0504 13:22:47.127599 8582 net.cpp:434] relu5_2_CPM_L2 <- conv5_2_CPM_L2 I0504 13:22:47.127609 8582 net.cpp:395] relu5_2_CPM_L2 -> conv5_2_CPM_L2 (in-place) I0504 13:22:47.127827 8582 net.cpp:150] Setting up relu5_2_CPM_L2 I0504 13:22:47.127840 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.127846 8582 net.cpp:165] Memory required for data: 3477859640 I0504 13:22:47.127851 8582 layer_factory.hpp:77] Creating layer conv5_3_CPM_L1 I0504 13:22:47.127863 8582 net.cpp:100] Creating Layer conv5_3_CPM_L1 I0504 13:22:47.127869 8582 net.cpp:434] conv5_3_CPM_L1 <- conv5_2_CPM_L1 I0504 13:22:47.127879 8582 net.cpp:408] conv5_3_CPM_L1 -> conv5_3_CPM_L1 I0504 13:22:47.132794 8582 net.cpp:150] Setting up conv5_3_CPM_L1 I0504 13:22:47.132812 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.132817 8582 net.cpp:165] Memory required for data: 3488693560 I0504 13:22:47.132836 8582 layer_factory.hpp:77] Creating layer relu5_3_CPM_L1 I0504 13:22:47.132846 8582 net.cpp:100] Creating Layer relu5_3_CPM_L1 I0504 13:22:47.132853 8582 net.cpp:434] relu5_3_CPM_L1 <- conv5_3_CPM_L1 I0504 13:22:47.132877 8582 net.cpp:395] relu5_3_CPM_L1 -> conv5_3_CPM_L1 (in-place) I0504 13:22:47.133105 8582 net.cpp:150] Setting up relu5_3_CPM_L1 I0504 13:22:47.133118 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.133123 8582 net.cpp:165] Memory required for data: 3499527480 I0504 13:22:47.133128 8582 layer_factory.hpp:77] Creating layer conv5_3_CPM_L2 I0504 13:22:47.133141 8582 net.cpp:100] Creating Layer conv5_3_CPM_L2 I0504 13:22:47.133147 8582 net.cpp:434] conv5_3_CPM_L2 <- conv5_2_CPM_L2 I0504 13:22:47.133158 8582 net.cpp:408] conv5_3_CPM_L2 -> conv5_3_CPM_L2 I0504 13:22:47.139539 8582 net.cpp:150] Setting up conv5_3_CPM_L2 I0504 13:22:47.139559 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.139564 8582 net.cpp:165] Memory required for data: 3510361400 I0504 13:22:47.139572 8582 layer_factory.hpp:77] Creating layer relu5_3_CPM_L2 I0504 13:22:47.139582 8582 net.cpp:100] Creating Layer relu5_3_CPM_L2 I0504 13:22:47.139587 8582 net.cpp:434] relu5_3_CPM_L2 <- conv5_3_CPM_L2 I0504 13:22:47.139596 8582 net.cpp:395] relu5_3_CPM_L2 -> conv5_3_CPM_L2 (in-place) I0504 13:22:47.139823 8582 net.cpp:150] Setting up relu5_3_CPM_L2 I0504 13:22:47.139837 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.139842 8582 net.cpp:165] Memory required for data: 3521195320 I0504 13:22:47.139847 8582 layer_factory.hpp:77] Creating layer conv5_4_CPM_L1 I0504 13:22:47.139863 8582 net.cpp:100] Creating Layer conv5_4_CPM_L1 I0504 13:22:47.139869 8582 net.cpp:434] conv5_4_CPM_L1 <- conv5_3_CPM_L1 I0504 13:22:47.139878 8582 net.cpp:408] conv5_4_CPM_L1 -> conv5_4_CPM_L1 I0504 13:22:47.142783 8582 net.cpp:150] Setting up conv5_4_CPM_L1 I0504 13:22:47.142802 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.142807 8582 net.cpp:165] Memory required for data: 3564531000 I0504 13:22:47.142817 8582 layer_factory.hpp:77] Creating layer relu5_4_CPM_L1 I0504 13:22:47.142827 8582 net.cpp:100] Creating Layer relu5_4_CPM_L1 I0504 13:22:47.142832 8582 net.cpp:434] relu5_4_CPM_L1 <- conv5_4_CPM_L1 I0504 13:22:47.142838 8582 net.cpp:395] relu5_4_CPM_L1 -> conv5_4_CPM_L1 (in-place) I0504 13:22:47.143051 8582 net.cpp:150] Setting up relu5_4_CPM_L1 I0504 13:22:47.143064 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.143069 8582 net.cpp:165] Memory required for data: 3607866680 I0504 13:22:47.143074 8582 layer_factory.hpp:77] Creating layer conv5_4_CPM_L2 I0504 13:22:47.143092 8582 net.cpp:100] Creating Layer conv5_4_CPM_L2 I0504 13:22:47.143106 8582 net.cpp:434] conv5_4_CPM_L2 <- conv5_3_CPM_L2 I0504 13:22:47.143115 8582 net.cpp:408] conv5_4_CPM_L2 -> conv5_4_CPM_L2 I0504 13:22:47.145985 8582 net.cpp:150] Setting up conv5_4_CPM_L2 I0504 13:22:47.146003 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.146008 8582 net.cpp:165] Memory required for data: 3651202360 I0504 13:22:47.146018 8582 layer_factory.hpp:77] Creating layer relu5_4_CPM_L2 I0504 13:22:47.146028 8582 net.cpp:100] Creating Layer relu5_4_CPM_L2 I0504 13:22:47.146034 8582 net.cpp:434] relu5_4_CPM_L2 <- conv5_4_CPM_L2 I0504 13:22:47.146041 8582 net.cpp:395] relu5_4_CPM_L2 -> conv5_4_CPM_L2 (in-place) I0504 13:22:47.147186 8582 net.cpp:150] Setting up relu5_4_CPM_L2 I0504 13:22:47.147202 8582 net.cpp:157] Top shape: 10 512 46 46 (10833920) I0504 13:22:47.147208 8582 net.cpp:165] Memory required for data: 3694538040 I0504 13:22:47.147213 8582 layer_factory.hpp:77] Creating layer conv5_5_CPM_L1 I0504 13:22:47.147227 8582 net.cpp:100] Creating Layer conv5_5_CPM_L1 I0504 13:22:47.147233 8582 net.cpp:434] conv5_5_CPM_L1 <- conv5_4_CPM_L1 I0504 13:22:47.147243 8582 net.cpp:408] conv5_5_CPM_L1 -> conv5_5_CPM_L1 I0504 13:22:47.148509 8582 net.cpp:150] Setting up conv5_5_CPM_L1 I0504 13:22:47.148524 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.148528 8582 net.cpp:165] Memory required for data: 3697754360 I0504 13:22:47.148538 8582 layer_factory.hpp:77] Creating layer conv5_5_CPM_L1_conv5_5_CPM_L1_0_split I0504 13:22:47.148548 8582 net.cpp:100] Creating Layer conv5_5_CPM_L1_conv5_5_CPM_L1_0_split I0504 13:22:47.148568 8582 net.cpp:434] conv5_5_CPM_L1_conv5_5_CPM_L1_0_split <- conv5_5_CPM_L1 I0504 13:22:47.148576 8582 net.cpp:408] conv5_5_CPM_L1_conv5_5_CPM_L1_0_split -> conv5_5_CPM_L1_conv5_5_CPM_L1_0_split_0 I0504 13:22:47.148586 8582 net.cpp:408] conv5_5_CPM_L1_conv5_5_CPM_L1_0_split -> conv5_5_CPM_L1_conv5_5_CPM_L1_0_split_1 I0504 13:22:47.148648 8582 net.cpp:150] Setting up conv5_5_CPM_L1_conv5_5_CPM_L1_0_split I0504 13:22:47.148656 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.148663 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.148666 8582 net.cpp:165] Memory required for data: 3704187000 I0504 13:22:47.148671 8582 layer_factory.hpp:77] Creating layer conv5_5_CPM_L2 I0504 13:22:47.148685 8582 net.cpp:100] Creating Layer conv5_5_CPM_L2 I0504 13:22:47.148690 8582 net.cpp:434] conv5_5_CPM_L2 <- conv5_4_CPM_L2 I0504 13:22:47.148700 8582 net.cpp:408] conv5_5_CPM_L2 -> conv5_5_CPM_L2 I0504 13:22:47.150768 8582 net.cpp:150] Setting up conv5_5_CPM_L2 I0504 13:22:47.150785 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.150790 8582 net.cpp:165] Memory required for data: 3705795160 I0504 13:22:47.150799 8582 layer_factory.hpp:77] Creating layer conv5_5_CPM_L2_conv5_5_CPM_L2_0_split I0504 13:22:47.150810 8582 net.cpp:100] Creating Layer conv5_5_CPM_L2_conv5_5_CPM_L2_0_split I0504 13:22:47.150815 8582 net.cpp:434] conv5_5_CPM_L2_conv5_5_CPM_L2_0_split <- conv5_5_CPM_L2 I0504 13:22:47.150823 8582 net.cpp:408] conv5_5_CPM_L2_conv5_5_CPM_L2_0_split -> conv5_5_CPM_L2_conv5_5_CPM_L2_0_split_0 I0504 13:22:47.150832 8582 net.cpp:408] conv5_5_CPM_L2_conv5_5_CPM_L2_0_split -> conv5_5_CPM_L2_conv5_5_CPM_L2_0_split_1 I0504 13:22:47.150888 8582 net.cpp:150] Setting up conv5_5_CPM_L2_conv5_5_CPM_L2_0_split I0504 13:22:47.150898 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.150904 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.150908 8582 net.cpp:165] Memory required for data: 3709011480 I0504 13:22:47.150913 8582 layer_factory.hpp:77] Creating layer weight_stage1_L1 I0504 13:22:47.150923 8582 net.cpp:100] Creating Layer weight_stage1_L1 I0504 13:22:47.150928 8582 net.cpp:434] weight_stage1_L1 <- conv5_5_CPM_L1_conv5_5_CPM_L1_0_split_0 I0504 13:22:47.150934 8582 net.cpp:434] weight_stage1_L1 <- vec_weight_vec_weight_0_split_1 I0504 13:22:47.150943 8582 net.cpp:408] weight_stage1_L1 -> weight_stage1_L1 I0504 13:22:47.150974 8582 net.cpp:150] Setting up weight_stage1_L1 I0504 13:22:47.150982 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.150986 8582 net.cpp:165] Memory required for data: 3712227800 I0504 13:22:47.150995 8582 layer_factory.hpp:77] Creating layer loss_stage1_L1 I0504 13:22:47.151003 8582 net.cpp:100] Creating Layer loss_stage1_L1 I0504 13:22:47.151008 8582 net.cpp:434] loss_stage1_L1 <- weight_stage1_L1 I0504 13:22:47.151016 8582 net.cpp:434] loss_stage1_L1 <- label_vec_label_vec_0_split_0 I0504 13:22:47.151026 8582 net.cpp:408] loss_stage1_L1 -> loss_stage1_L1 I0504 13:22:47.151082 8582 net.cpp:150] Setting up loss_stage1_L1 I0504 13:22:47.151091 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.151096 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.151123 8582 net.cpp:165] Memory required for data: 3712227804 I0504 13:22:47.151127 8582 layer_factory.hpp:77] Creating layer weight_stage1_L2 I0504 13:22:47.151137 8582 net.cpp:100] Creating Layer weight_stage1_L2 I0504 13:22:47.151144 8582 net.cpp:434] weight_stage1_L2 <- conv5_5_CPM_L2_conv5_5_CPM_L2_0_split_0 I0504 13:22:47.151149 8582 net.cpp:434] weight_stage1_L2 <- heat_weight_vec_weight_1_split_1 I0504 13:22:47.151157 8582 net.cpp:408] weight_stage1_L2 -> weight_stage1_L2 I0504 13:22:47.151190 8582 net.cpp:150] Setting up weight_stage1_L2 I0504 13:22:47.151198 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.151202 8582 net.cpp:165] Memory required for data: 3713835964 I0504 13:22:47.151207 8582 layer_factory.hpp:77] Creating layer loss_stage1_L2 I0504 13:22:47.151231 8582 net.cpp:100] Creating Layer loss_stage1_L2 I0504 13:22:47.151237 8582 net.cpp:434] loss_stage1_L2 <- weight_stage1_L2 I0504 13:22:47.151242 8582 net.cpp:434] loss_stage1_L2 <- label_heat_label_heat_0_split_0 I0504 13:22:47.151252 8582 net.cpp:408] loss_stage1_L2 -> loss_stage1_L2 I0504 13:22:47.151304 8582 net.cpp:150] Setting up loss_stage1_L2 I0504 13:22:47.151311 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.151319 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.151325 8582 net.cpp:165] Memory required for data: 3713835968 I0504 13:22:47.151331 8582 layer_factory.hpp:77] Creating layer concat_stage2 I0504 13:22:47.151340 8582 net.cpp:100] Creating Layer concat_stage2 I0504 13:22:47.151345 8582 net.cpp:434] concat_stage2 <- conv5_5_CPM_L1_conv5_5_CPM_L1_0_split_1 I0504 13:22:47.151351 8582 net.cpp:434] concat_stage2 <- conv5_5_CPM_L2_conv5_5_CPM_L2_0_split_1 I0504 13:22:47.151357 8582 net.cpp:434] concat_stage2 <- conv4_4_CPM_relu4_4_CPM_0_split_2 I0504 13:22:47.151365 8582 net.cpp:408] concat_stage2 -> concat_stage2 I0504 13:22:47.151401 8582 net.cpp:150] Setting up concat_stage2 I0504 13:22:47.151409 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.151413 8582 net.cpp:165] Memory required for data: 3729494368 I0504 13:22:47.151418 8582 layer_factory.hpp:77] Creating layer concat_stage2_concat_stage2_0_split I0504 13:22:47.151432 8582 net.cpp:100] Creating Layer concat_stage2_concat_stage2_0_split I0504 13:22:47.151438 8582 net.cpp:434] concat_stage2_concat_stage2_0_split <- concat_stage2 I0504 13:22:47.151445 8582 net.cpp:408] concat_stage2_concat_stage2_0_split -> concat_stage2_concat_stage2_0_split_0 I0504 13:22:47.151454 8582 net.cpp:408] concat_stage2_concat_stage2_0_split -> concat_stage2_concat_stage2_0_split_1 I0504 13:22:47.151496 8582 net.cpp:150] Setting up concat_stage2_concat_stage2_0_split I0504 13:22:47.151504 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.151510 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.151515 8582 net.cpp:165] Memory required for data: 3760811168 I0504 13:22:47.151520 8582 layer_factory.hpp:77] Creating layer Mconv1_stage2_L1 I0504 13:22:47.151535 8582 net.cpp:100] Creating Layer Mconv1_stage2_L1 I0504 13:22:47.151540 8582 net.cpp:434] Mconv1_stage2_L1 <- concat_stage2_concat_stage2_0_split_0 I0504 13:22:47.151547 8582 net.cpp:408] Mconv1_stage2_L1 -> Mconv1_stage2_L1 I0504 13:22:47.172840 8582 net.cpp:150] Setting up Mconv1_stage2_L1 I0504 13:22:47.172860 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.172865 8582 net.cpp:165] Memory required for data: 3771645088 I0504 13:22:47.172874 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage2_L1 I0504 13:22:47.172886 8582 net.cpp:100] Creating Layer Mrelu1_stage2_L1 I0504 13:22:47.172891 8582 net.cpp:434] Mrelu1_stage2_L1 <- Mconv1_stage2_L1 I0504 13:22:47.172901 8582 net.cpp:395] Mrelu1_stage2_L1 -> Mconv1_stage2_L1 (in-place) I0504 13:22:47.174038 8582 net.cpp:150] Setting up Mrelu1_stage2_L1 I0504 13:22:47.174057 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.174062 8582 net.cpp:165] Memory required for data: 3782479008 I0504 13:22:47.174067 8582 layer_factory.hpp:77] Creating layer Mconv1_stage2_L2 I0504 13:22:47.174079 8582 net.cpp:100] Creating Layer Mconv1_stage2_L2 I0504 13:22:47.174085 8582 net.cpp:434] Mconv1_stage2_L2 <- concat_stage2_concat_stage2_0_split_1 I0504 13:22:47.174095 8582 net.cpp:408] Mconv1_stage2_L2 -> Mconv1_stage2_L2 I0504 13:22:47.194455 8582 net.cpp:150] Setting up Mconv1_stage2_L2 I0504 13:22:47.194481 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.194490 8582 net.cpp:165] Memory required for data: 3793312928 I0504 13:22:47.194499 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage2_L2 I0504 13:22:47.194509 8582 net.cpp:100] Creating Layer Mrelu1_stage2_L2 I0504 13:22:47.194514 8582 net.cpp:434] Mrelu1_stage2_L2 <- Mconv1_stage2_L2 I0504 13:22:47.194521 8582 net.cpp:395] Mrelu1_stage2_L2 -> Mconv1_stage2_L2 (in-place) I0504 13:22:47.195700 8582 net.cpp:150] Setting up Mrelu1_stage2_L2 I0504 13:22:47.195718 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.195722 8582 net.cpp:165] Memory required for data: 3804146848 I0504 13:22:47.195727 8582 layer_factory.hpp:77] Creating layer Mconv2_stage2_L1 I0504 13:22:47.195741 8582 net.cpp:100] Creating Layer Mconv2_stage2_L1 I0504 13:22:47.195746 8582 net.cpp:434] Mconv2_stage2_L1 <- Mconv1_stage2_L1 I0504 13:22:47.195756 8582 net.cpp:408] Mconv2_stage2_L1 -> Mconv2_stage2_L1 I0504 13:22:47.211292 8582 net.cpp:150] Setting up Mconv2_stage2_L1 I0504 13:22:47.211310 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.211316 8582 net.cpp:165] Memory required for data: 3814980768 I0504 13:22:47.211326 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage2_L1 I0504 13:22:47.211334 8582 net.cpp:100] Creating Layer Mrelu2_stage2_L1 I0504 13:22:47.211340 8582 net.cpp:434] Mrelu2_stage2_L1 <- Mconv2_stage2_L1 I0504 13:22:47.211347 8582 net.cpp:395] Mrelu2_stage2_L1 -> Mconv2_stage2_L1 (in-place) I0504 13:22:47.211570 8582 net.cpp:150] Setting up Mrelu2_stage2_L1 I0504 13:22:47.211582 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.211586 8582 net.cpp:165] Memory required for data: 3825814688 I0504 13:22:47.211591 8582 layer_factory.hpp:77] Creating layer Mconv2_stage2_L2 I0504 13:22:47.211606 8582 net.cpp:100] Creating Layer Mconv2_stage2_L2 I0504 13:22:47.211611 8582 net.cpp:434] Mconv2_stage2_L2 <- Mconv1_stage2_L2 I0504 13:22:47.211622 8582 net.cpp:408] Mconv2_stage2_L2 -> Mconv2_stage2_L2 I0504 13:22:47.227129 8582 net.cpp:150] Setting up Mconv2_stage2_L2 I0504 13:22:47.227149 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.227154 8582 net.cpp:165] Memory required for data: 3836648608 I0504 13:22:47.227162 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage2_L2 I0504 13:22:47.227172 8582 net.cpp:100] Creating Layer Mrelu2_stage2_L2 I0504 13:22:47.227179 8582 net.cpp:434] Mrelu2_stage2_L2 <- Mconv2_stage2_L2 I0504 13:22:47.227185 8582 net.cpp:395] Mrelu2_stage2_L2 -> Mconv2_stage2_L2 (in-place) I0504 13:22:47.227406 8582 net.cpp:150] Setting up Mrelu2_stage2_L2 I0504 13:22:47.227419 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.227424 8582 net.cpp:165] Memory required for data: 3847482528 I0504 13:22:47.227429 8582 layer_factory.hpp:77] Creating layer Mconv3_stage2_L1 I0504 13:22:47.227444 8582 net.cpp:100] Creating Layer Mconv3_stage2_L1 I0504 13:22:47.227449 8582 net.cpp:434] Mconv3_stage2_L1 <- Mconv2_stage2_L1 I0504 13:22:47.227458 8582 net.cpp:408] Mconv3_stage2_L1 -> Mconv3_stage2_L1 I0504 13:22:47.242977 8582 net.cpp:150] Setting up Mconv3_stage2_L1 I0504 13:22:47.242996 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.243001 8582 net.cpp:165] Memory required for data: 3858316448 I0504 13:22:47.243012 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage2_L1 I0504 13:22:47.243022 8582 net.cpp:100] Creating Layer Mrelu3_stage2_L1 I0504 13:22:47.243028 8582 net.cpp:434] Mrelu3_stage2_L1 <- Mconv3_stage2_L1 I0504 13:22:47.243036 8582 net.cpp:395] Mrelu3_stage2_L1 -> Mconv3_stage2_L1 (in-place) I0504 13:22:47.243257 8582 net.cpp:150] Setting up Mrelu3_stage2_L1 I0504 13:22:47.243269 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.243274 8582 net.cpp:165] Memory required for data: 3869150368 I0504 13:22:47.243279 8582 layer_factory.hpp:77] Creating layer Mconv3_stage2_L2 I0504 13:22:47.243293 8582 net.cpp:100] Creating Layer Mconv3_stage2_L2 I0504 13:22:47.243299 8582 net.cpp:434] Mconv3_stage2_L2 <- Mconv2_stage2_L2 I0504 13:22:47.243309 8582 net.cpp:408] Mconv3_stage2_L2 -> Mconv3_stage2_L2 I0504 13:22:47.259701 8582 net.cpp:150] Setting up Mconv3_stage2_L2 I0504 13:22:47.259719 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.259724 8582 net.cpp:165] Memory required for data: 3879984288 I0504 13:22:47.259733 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage2_L2 I0504 13:22:47.259769 8582 net.cpp:100] Creating Layer Mrelu3_stage2_L2 I0504 13:22:47.259776 8582 net.cpp:434] Mrelu3_stage2_L2 <- Mconv3_stage2_L2 I0504 13:22:47.259783 8582 net.cpp:395] Mrelu3_stage2_L2 -> Mconv3_stage2_L2 (in-place) I0504 13:22:47.260015 8582 net.cpp:150] Setting up Mrelu3_stage2_L2 I0504 13:22:47.260030 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.260035 8582 net.cpp:165] Memory required for data: 3890818208 I0504 13:22:47.260040 8582 layer_factory.hpp:77] Creating layer Mconv4_stage2_L1 I0504 13:22:47.260054 8582 net.cpp:100] Creating Layer Mconv4_stage2_L1 I0504 13:22:47.260061 8582 net.cpp:434] Mconv4_stage2_L1 <- Mconv3_stage2_L1 I0504 13:22:47.260068 8582 net.cpp:408] Mconv4_stage2_L1 -> Mconv4_stage2_L1 I0504 13:22:47.275566 8582 net.cpp:150] Setting up Mconv4_stage2_L1 I0504 13:22:47.275588 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.275593 8582 net.cpp:165] Memory required for data: 3901652128 I0504 13:22:47.275601 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage2_L1 I0504 13:22:47.275609 8582 net.cpp:100] Creating Layer Mrelu4_stage2_L1 I0504 13:22:47.275615 8582 net.cpp:434] Mrelu4_stage2_L1 <- Mconv4_stage2_L1 I0504 13:22:47.275625 8582 net.cpp:395] Mrelu4_stage2_L1 -> Mconv4_stage2_L1 (in-place) I0504 13:22:47.276767 8582 net.cpp:150] Setting up Mrelu4_stage2_L1 I0504 13:22:47.276784 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.276789 8582 net.cpp:165] Memory required for data: 3912486048 I0504 13:22:47.276794 8582 layer_factory.hpp:77] Creating layer Mconv4_stage2_L2 I0504 13:22:47.276809 8582 net.cpp:100] Creating Layer Mconv4_stage2_L2 I0504 13:22:47.276814 8582 net.cpp:434] Mconv4_stage2_L2 <- Mconv3_stage2_L2 I0504 13:22:47.276825 8582 net.cpp:408] Mconv4_stage2_L2 -> Mconv4_stage2_L2 I0504 13:22:47.291470 8582 net.cpp:150] Setting up Mconv4_stage2_L2 I0504 13:22:47.291488 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.291493 8582 net.cpp:165] Memory required for data: 3923319968 I0504 13:22:47.291501 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage2_L2 I0504 13:22:47.291509 8582 net.cpp:100] Creating Layer Mrelu4_stage2_L2 I0504 13:22:47.291515 8582 net.cpp:434] Mrelu4_stage2_L2 <- Mconv4_stage2_L2 I0504 13:22:47.291524 8582 net.cpp:395] Mrelu4_stage2_L2 -> Mconv4_stage2_L2 (in-place) I0504 13:22:47.292706 8582 net.cpp:150] Setting up Mrelu4_stage2_L2 I0504 13:22:47.292723 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.292731 8582 net.cpp:165] Memory required for data: 3934153888 I0504 13:22:47.292737 8582 layer_factory.hpp:77] Creating layer Mconv5_stage2_L1 I0504 13:22:47.292748 8582 net.cpp:100] Creating Layer Mconv5_stage2_L1 I0504 13:22:47.292754 8582 net.cpp:434] Mconv5_stage2_L1 <- Mconv4_stage2_L1 I0504 13:22:47.292764 8582 net.cpp:408] Mconv5_stage2_L1 -> Mconv5_stage2_L1 I0504 13:22:47.308343 8582 net.cpp:150] Setting up Mconv5_stage2_L1 I0504 13:22:47.308362 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.308367 8582 net.cpp:165] Memory required for data: 3944987808 I0504 13:22:47.308377 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage2_L1 I0504 13:22:47.308387 8582 net.cpp:100] Creating Layer Mrelu5_stage2_L1 I0504 13:22:47.308393 8582 net.cpp:434] Mrelu5_stage2_L1 <- Mconv5_stage2_L1 I0504 13:22:47.308400 8582 net.cpp:395] Mrelu5_stage2_L1 -> Mconv5_stage2_L1 (in-place) I0504 13:22:47.308625 8582 net.cpp:150] Setting up Mrelu5_stage2_L1 I0504 13:22:47.308639 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.308643 8582 net.cpp:165] Memory required for data: 3955821728 I0504 13:22:47.308648 8582 layer_factory.hpp:77] Creating layer Mconv5_stage2_L2 I0504 13:22:47.308661 8582 net.cpp:100] Creating Layer Mconv5_stage2_L2 I0504 13:22:47.308667 8582 net.cpp:434] Mconv5_stage2_L2 <- Mconv4_stage2_L2 I0504 13:22:47.308677 8582 net.cpp:408] Mconv5_stage2_L2 -> Mconv5_stage2_L2 I0504 13:22:47.324244 8582 net.cpp:150] Setting up Mconv5_stage2_L2 I0504 13:22:47.324278 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.324283 8582 net.cpp:165] Memory required for data: 3966655648 I0504 13:22:47.324295 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage2_L2 I0504 13:22:47.324303 8582 net.cpp:100] Creating Layer Mrelu5_stage2_L2 I0504 13:22:47.324309 8582 net.cpp:434] Mrelu5_stage2_L2 <- Mconv5_stage2_L2 I0504 13:22:47.324318 8582 net.cpp:395] Mrelu5_stage2_L2 -> Mconv5_stage2_L2 (in-place) I0504 13:22:47.324546 8582 net.cpp:150] Setting up Mrelu5_stage2_L2 I0504 13:22:47.324558 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.324563 8582 net.cpp:165] Memory required for data: 3977489568 I0504 13:22:47.324568 8582 layer_factory.hpp:77] Creating layer Mconv6_stage2_L1 I0504 13:22:47.324585 8582 net.cpp:100] Creating Layer Mconv6_stage2_L1 I0504 13:22:47.324591 8582 net.cpp:434] Mconv6_stage2_L1 <- Mconv5_stage2_L1 I0504 13:22:47.324599 8582 net.cpp:408] Mconv6_stage2_L1 -> Mconv6_stage2_L1 I0504 13:22:47.326823 8582 net.cpp:150] Setting up Mconv6_stage2_L1 I0504 13:22:47.326843 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.326848 8582 net.cpp:165] Memory required for data: 3988323488 I0504 13:22:47.326874 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage2_L1 I0504 13:22:47.326882 8582 net.cpp:100] Creating Layer Mrelu6_stage2_L1 I0504 13:22:47.326889 8582 net.cpp:434] Mrelu6_stage2_L1 <- Mconv6_stage2_L1 I0504 13:22:47.326896 8582 net.cpp:395] Mrelu6_stage2_L1 -> Mconv6_stage2_L1 (in-place) I0504 13:22:47.327123 8582 net.cpp:150] Setting up Mrelu6_stage2_L1 I0504 13:22:47.327136 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.327141 8582 net.cpp:165] Memory required for data: 3999157408 I0504 13:22:47.327145 8582 layer_factory.hpp:77] Creating layer Mconv6_stage2_L2 I0504 13:22:47.327159 8582 net.cpp:100] Creating Layer Mconv6_stage2_L2 I0504 13:22:47.327167 8582 net.cpp:434] Mconv6_stage2_L2 <- Mconv5_stage2_L2 I0504 13:22:47.327183 8582 net.cpp:408] Mconv6_stage2_L2 -> Mconv6_stage2_L2 I0504 13:22:47.329396 8582 net.cpp:150] Setting up Mconv6_stage2_L2 I0504 13:22:47.329413 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.329418 8582 net.cpp:165] Memory required for data: 4009991328 I0504 13:22:47.329427 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage2_L2 I0504 13:22:47.329437 8582 net.cpp:100] Creating Layer Mrelu6_stage2_L2 I0504 13:22:47.329442 8582 net.cpp:434] Mrelu6_stage2_L2 <- Mconv6_stage2_L2 I0504 13:22:47.329450 8582 net.cpp:395] Mrelu6_stage2_L2 -> Mconv6_stage2_L2 (in-place) I0504 13:22:47.329669 8582 net.cpp:150] Setting up Mrelu6_stage2_L2 I0504 13:22:47.329681 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.329685 8582 net.cpp:165] Memory required for data: 4020825248 I0504 13:22:47.329690 8582 layer_factory.hpp:77] Creating layer Mconv7_stage2_L1 I0504 13:22:47.329707 8582 net.cpp:100] Creating Layer Mconv7_stage2_L1 I0504 13:22:47.329712 8582 net.cpp:434] Mconv7_stage2_L1 <- Mconv6_stage2_L1 I0504 13:22:47.329721 8582 net.cpp:408] Mconv7_stage2_L1 -> Mconv7_stage2_L1 I0504 13:22:47.331785 8582 net.cpp:150] Setting up Mconv7_stage2_L1 I0504 13:22:47.331804 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.331809 8582 net.cpp:165] Memory required for data: 4024041568 I0504 13:22:47.331818 8582 layer_factory.hpp:77] Creating layer Mconv7_stage2_L1_Mconv7_stage2_L1_0_split I0504 13:22:47.331830 8582 net.cpp:100] Creating Layer Mconv7_stage2_L1_Mconv7_stage2_L1_0_split I0504 13:22:47.331835 8582 net.cpp:434] Mconv7_stage2_L1_Mconv7_stage2_L1_0_split <- Mconv7_stage2_L1 I0504 13:22:47.331842 8582 net.cpp:408] Mconv7_stage2_L1_Mconv7_stage2_L1_0_split -> Mconv7_stage2_L1_Mconv7_stage2_L1_0_split_0 I0504 13:22:47.331851 8582 net.cpp:408] Mconv7_stage2_L1_Mconv7_stage2_L1_0_split -> Mconv7_stage2_L1_Mconv7_stage2_L1_0_split_1 I0504 13:22:47.331912 8582 net.cpp:150] Setting up Mconv7_stage2_L1_Mconv7_stage2_L1_0_split I0504 13:22:47.331923 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.331945 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.331950 8582 net.cpp:165] Memory required for data: 4030474208 I0504 13:22:47.331955 8582 layer_factory.hpp:77] Creating layer Mconv7_stage2_L2 I0504 13:22:47.331969 8582 net.cpp:100] Creating Layer Mconv7_stage2_L2 I0504 13:22:47.331976 8582 net.cpp:434] Mconv7_stage2_L2 <- Mconv6_stage2_L2 I0504 13:22:47.331985 8582 net.cpp:408] Mconv7_stage2_L2 -> Mconv7_stage2_L2 I0504 13:22:47.333998 8582 net.cpp:150] Setting up Mconv7_stage2_L2 I0504 13:22:47.334018 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.334023 8582 net.cpp:165] Memory required for data: 4032082368 I0504 13:22:47.334033 8582 layer_factory.hpp:77] Creating layer Mconv7_stage2_L2_Mconv7_stage2_L2_0_split I0504 13:22:47.334041 8582 net.cpp:100] Creating Layer Mconv7_stage2_L2_Mconv7_stage2_L2_0_split I0504 13:22:47.334048 8582 net.cpp:434] Mconv7_stage2_L2_Mconv7_stage2_L2_0_split <- Mconv7_stage2_L2 I0504 13:22:47.334055 8582 net.cpp:408] Mconv7_stage2_L2_Mconv7_stage2_L2_0_split -> Mconv7_stage2_L2_Mconv7_stage2_L2_0_split_0 I0504 13:22:47.334064 8582 net.cpp:408] Mconv7_stage2_L2_Mconv7_stage2_L2_0_split -> Mconv7_stage2_L2_Mconv7_stage2_L2_0_split_1 I0504 13:22:47.334123 8582 net.cpp:150] Setting up Mconv7_stage2_L2_Mconv7_stage2_L2_0_split I0504 13:22:47.334133 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.334139 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.334144 8582 net.cpp:165] Memory required for data: 4035298688 I0504 13:22:47.334151 8582 layer_factory.hpp:77] Creating layer weight_stage2_L1 I0504 13:22:47.334159 8582 net.cpp:100] Creating Layer weight_stage2_L1 I0504 13:22:47.334164 8582 net.cpp:434] weight_stage2_L1 <- Mconv7_stage2_L1_Mconv7_stage2_L1_0_split_0 I0504 13:22:47.334174 8582 net.cpp:434] weight_stage2_L1 <- vec_weight_vec_weight_0_split_2 I0504 13:22:47.334182 8582 net.cpp:408] weight_stage2_L1 -> weight_stage2_L1 I0504 13:22:47.334218 8582 net.cpp:150] Setting up weight_stage2_L1 I0504 13:22:47.334226 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.334230 8582 net.cpp:165] Memory required for data: 4038515008 I0504 13:22:47.334237 8582 layer_factory.hpp:77] Creating layer loss_stage2_L1 I0504 13:22:47.334245 8582 net.cpp:100] Creating Layer loss_stage2_L1 I0504 13:22:47.334250 8582 net.cpp:434] loss_stage2_L1 <- weight_stage2_L1 I0504 13:22:47.334257 8582 net.cpp:434] loss_stage2_L1 <- label_vec_label_vec_0_split_1 I0504 13:22:47.334265 8582 net.cpp:408] loss_stage2_L1 -> loss_stage2_L1 I0504 13:22:47.334319 8582 net.cpp:150] Setting up loss_stage2_L1 I0504 13:22:47.334328 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.334332 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.334352 8582 net.cpp:165] Memory required for data: 4038515012 I0504 13:22:47.334357 8582 layer_factory.hpp:77] Creating layer weight_stage2_L2 I0504 13:22:47.334367 8582 net.cpp:100] Creating Layer weight_stage2_L2 I0504 13:22:47.334372 8582 net.cpp:434] weight_stage2_L2 <- Mconv7_stage2_L2_Mconv7_stage2_L2_0_split_0 I0504 13:22:47.334379 8582 net.cpp:434] weight_stage2_L2 <- heat_weight_vec_weight_1_split_2 I0504 13:22:47.334386 8582 net.cpp:408] weight_stage2_L2 -> weight_stage2_L2 I0504 13:22:47.334422 8582 net.cpp:150] Setting up weight_stage2_L2 I0504 13:22:47.334431 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.334436 8582 net.cpp:165] Memory required for data: 4040123172 I0504 13:22:47.334441 8582 layer_factory.hpp:77] Creating layer loss_stage2_L2 I0504 13:22:47.334448 8582 net.cpp:100] Creating Layer loss_stage2_L2 I0504 13:22:47.334453 8582 net.cpp:434] loss_stage2_L2 <- weight_stage2_L2 I0504 13:22:47.334460 8582 net.cpp:434] loss_stage2_L2 <- label_heat_label_heat_0_split_1 I0504 13:22:47.334468 8582 net.cpp:408] loss_stage2_L2 -> loss_stage2_L2 I0504 13:22:47.334529 8582 net.cpp:150] Setting up loss_stage2_L2 I0504 13:22:47.334539 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.334543 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.334564 8582 net.cpp:165] Memory required for data: 4040123176 I0504 13:22:47.334569 8582 layer_factory.hpp:77] Creating layer concat_stage3 I0504 13:22:47.334581 8582 net.cpp:100] Creating Layer concat_stage3 I0504 13:22:47.334586 8582 net.cpp:434] concat_stage3 <- Mconv7_stage2_L1_Mconv7_stage2_L1_0_split_1 I0504 13:22:47.334592 8582 net.cpp:434] concat_stage3 <- Mconv7_stage2_L2_Mconv7_stage2_L2_0_split_1 I0504 13:22:47.334599 8582 net.cpp:434] concat_stage3 <- conv4_4_CPM_relu4_4_CPM_0_split_3 I0504 13:22:47.334607 8582 net.cpp:408] concat_stage3 -> concat_stage3 I0504 13:22:47.334642 8582 net.cpp:150] Setting up concat_stage3 I0504 13:22:47.334651 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.334656 8582 net.cpp:165] Memory required for data: 4055781576 I0504 13:22:47.334662 8582 layer_factory.hpp:77] Creating layer concat_stage3_concat_stage3_0_split I0504 13:22:47.334668 8582 net.cpp:100] Creating Layer concat_stage3_concat_stage3_0_split I0504 13:22:47.334673 8582 net.cpp:434] concat_stage3_concat_stage3_0_split <- concat_stage3 I0504 13:22:47.334682 8582 net.cpp:408] concat_stage3_concat_stage3_0_split -> concat_stage3_concat_stage3_0_split_0 I0504 13:22:47.334689 8582 net.cpp:408] concat_stage3_concat_stage3_0_split -> concat_stage3_concat_stage3_0_split_1 I0504 13:22:47.334748 8582 net.cpp:150] Setting up concat_stage3_concat_stage3_0_split I0504 13:22:47.334758 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.334764 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.334767 8582 net.cpp:165] Memory required for data: 4087098376 I0504 13:22:47.334774 8582 layer_factory.hpp:77] Creating layer Mconv1_stage3_L1 I0504 13:22:47.334784 8582 net.cpp:100] Creating Layer Mconv1_stage3_L1 I0504 13:22:47.334791 8582 net.cpp:434] Mconv1_stage3_L1 <- concat_stage3_concat_stage3_0_split_0 I0504 13:22:47.334801 8582 net.cpp:408] Mconv1_stage3_L1 -> Mconv1_stage3_L1 I0504 13:22:47.356155 8582 net.cpp:150] Setting up Mconv1_stage3_L1 I0504 13:22:47.356174 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.356180 8582 net.cpp:165] Memory required for data: 4097932296 I0504 13:22:47.356189 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage3_L1 I0504 13:22:47.356199 8582 net.cpp:100] Creating Layer Mrelu1_stage3_L1 I0504 13:22:47.356206 8582 net.cpp:434] Mrelu1_stage3_L1 <- Mconv1_stage3_L1 I0504 13:22:47.356214 8582 net.cpp:395] Mrelu1_stage3_L1 -> Mconv1_stage3_L1 (in-place) I0504 13:22:47.356436 8582 net.cpp:150] Setting up Mrelu1_stage3_L1 I0504 13:22:47.356451 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.356454 8582 net.cpp:165] Memory required for data: 4108766216 I0504 13:22:47.356459 8582 layer_factory.hpp:77] Creating layer Mconv1_stage3_L2 I0504 13:22:47.356475 8582 net.cpp:100] Creating Layer Mconv1_stage3_L2 I0504 13:22:47.356482 8582 net.cpp:434] Mconv1_stage3_L2 <- concat_stage3_concat_stage3_0_split_1 I0504 13:22:47.356490 8582 net.cpp:408] Mconv1_stage3_L2 -> Mconv1_stage3_L2 I0504 13:22:47.377859 8582 net.cpp:150] Setting up Mconv1_stage3_L2 I0504 13:22:47.377878 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.377883 8582 net.cpp:165] Memory required for data: 4119600136 I0504 13:22:47.377892 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage3_L2 I0504 13:22:47.377902 8582 net.cpp:100] Creating Layer Mrelu1_stage3_L2 I0504 13:22:47.377908 8582 net.cpp:434] Mrelu1_stage3_L2 <- Mconv1_stage3_L2 I0504 13:22:47.377915 8582 net.cpp:395] Mrelu1_stage3_L2 -> Mconv1_stage3_L2 (in-place) I0504 13:22:47.378144 8582 net.cpp:150] Setting up Mrelu1_stage3_L2 I0504 13:22:47.378156 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.378161 8582 net.cpp:165] Memory required for data: 4130434056 I0504 13:22:47.378165 8582 layer_factory.hpp:77] Creating layer Mconv2_stage3_L1 I0504 13:22:47.378178 8582 net.cpp:100] Creating Layer Mconv2_stage3_L1 I0504 13:22:47.378185 8582 net.cpp:434] Mconv2_stage3_L1 <- Mconv1_stage3_L1 I0504 13:22:47.378211 8582 net.cpp:408] Mconv2_stage3_L1 -> Mconv2_stage3_L1 I0504 13:22:47.393749 8582 net.cpp:150] Setting up Mconv2_stage3_L1 I0504 13:22:47.393767 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.393774 8582 net.cpp:165] Memory required for data: 4141267976 I0504 13:22:47.393781 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage3_L1 I0504 13:22:47.393791 8582 net.cpp:100] Creating Layer Mrelu2_stage3_L1 I0504 13:22:47.393797 8582 net.cpp:434] Mrelu2_stage3_L1 <- Mconv2_stage3_L1 I0504 13:22:47.393805 8582 net.cpp:395] Mrelu2_stage3_L1 -> Mconv2_stage3_L1 (in-place) I0504 13:22:47.394990 8582 net.cpp:150] Setting up Mrelu2_stage3_L1 I0504 13:22:47.395009 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.395014 8582 net.cpp:165] Memory required for data: 4152101896 I0504 13:22:47.395018 8582 layer_factory.hpp:77] Creating layer Mconv2_stage3_L2 I0504 13:22:47.395035 8582 net.cpp:100] Creating Layer Mconv2_stage3_L2 I0504 13:22:47.395041 8582 net.cpp:434] Mconv2_stage3_L2 <- Mconv1_stage3_L2 I0504 13:22:47.395050 8582 net.cpp:408] Mconv2_stage3_L2 -> Mconv2_stage3_L2 I0504 13:22:47.411582 8582 net.cpp:150] Setting up Mconv2_stage3_L2 I0504 13:22:47.411602 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.411607 8582 net.cpp:165] Memory required for data: 4162935816 I0504 13:22:47.411617 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage3_L2 I0504 13:22:47.411623 8582 net.cpp:100] Creating Layer Mrelu2_stage3_L2 I0504 13:22:47.411629 8582 net.cpp:434] Mrelu2_stage3_L2 <- Mconv2_stage3_L2 I0504 13:22:47.411638 8582 net.cpp:395] Mrelu2_stage3_L2 -> Mconv2_stage3_L2 (in-place) I0504 13:22:47.411881 8582 net.cpp:150] Setting up Mrelu2_stage3_L2 I0504 13:22:47.411895 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.411900 8582 net.cpp:165] Memory required for data: 4173769736 I0504 13:22:47.411905 8582 layer_factory.hpp:77] Creating layer Mconv3_stage3_L1 I0504 13:22:47.411917 8582 net.cpp:100] Creating Layer Mconv3_stage3_L1 I0504 13:22:47.411923 8582 net.cpp:434] Mconv3_stage3_L1 <- Mconv2_stage3_L1 I0504 13:22:47.411933 8582 net.cpp:408] Mconv3_stage3_L1 -> Mconv3_stage3_L1 I0504 13:22:47.427572 8582 net.cpp:150] Setting up Mconv3_stage3_L1 I0504 13:22:47.427590 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.427595 8582 net.cpp:165] Memory required for data: 4184603656 I0504 13:22:47.427604 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage3_L1 I0504 13:22:47.427613 8582 net.cpp:100] Creating Layer Mrelu3_stage3_L1 I0504 13:22:47.427619 8582 net.cpp:434] Mrelu3_stage3_L1 <- Mconv3_stage3_L1 I0504 13:22:47.427628 8582 net.cpp:395] Mrelu3_stage3_L1 -> Mconv3_stage3_L1 (in-place) I0504 13:22:47.427858 8582 net.cpp:150] Setting up Mrelu3_stage3_L1 I0504 13:22:47.427871 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.427876 8582 net.cpp:165] Memory required for data: 4195437576 I0504 13:22:47.427882 8582 layer_factory.hpp:77] Creating layer Mconv3_stage3_L2 I0504 13:22:47.427901 8582 net.cpp:100] Creating Layer Mconv3_stage3_L2 I0504 13:22:47.427906 8582 net.cpp:434] Mconv3_stage3_L2 <- Mconv2_stage3_L2 I0504 13:22:47.427913 8582 net.cpp:408] Mconv3_stage3_L2 -> Mconv3_stage3_L2 I0504 13:22:47.443624 8582 net.cpp:150] Setting up Mconv3_stage3_L2 I0504 13:22:47.443642 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.443647 8582 net.cpp:165] Memory required for data: 4206271496 I0504 13:22:47.443656 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage3_L2 I0504 13:22:47.443665 8582 net.cpp:100] Creating Layer Mrelu3_stage3_L2 I0504 13:22:47.443672 8582 net.cpp:434] Mrelu3_stage3_L2 <- Mconv3_stage3_L2 I0504 13:22:47.443680 8582 net.cpp:395] Mrelu3_stage3_L2 -> Mconv3_stage3_L2 (in-place) I0504 13:22:47.443903 8582 net.cpp:150] Setting up Mrelu3_stage3_L2 I0504 13:22:47.443917 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.443920 8582 net.cpp:165] Memory required for data: 4217105416 I0504 13:22:47.443943 8582 layer_factory.hpp:77] Creating layer Mconv4_stage3_L1 I0504 13:22:47.443958 8582 net.cpp:100] Creating Layer Mconv4_stage3_L1 I0504 13:22:47.443964 8582 net.cpp:434] Mconv4_stage3_L1 <- Mconv3_stage3_L1 I0504 13:22:47.443974 8582 net.cpp:408] Mconv4_stage3_L1 -> Mconv4_stage3_L1 I0504 13:22:47.459621 8582 net.cpp:150] Setting up Mconv4_stage3_L1 I0504 13:22:47.459640 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.459645 8582 net.cpp:165] Memory required for data: 4227939336 I0504 13:22:47.459655 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage3_L1 I0504 13:22:47.459662 8582 net.cpp:100] Creating Layer Mrelu4_stage3_L1 I0504 13:22:47.459667 8582 net.cpp:434] Mrelu4_stage3_L1 <- Mconv4_stage3_L1 I0504 13:22:47.459676 8582 net.cpp:395] Mrelu4_stage3_L1 -> Mconv4_stage3_L1 (in-place) I0504 13:22:47.459899 8582 net.cpp:150] Setting up Mrelu4_stage3_L1 I0504 13:22:47.459911 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.459916 8582 net.cpp:165] Memory required for data: 4238773256 I0504 13:22:47.459923 8582 layer_factory.hpp:77] Creating layer Mconv4_stage3_L2 I0504 13:22:47.459936 8582 net.cpp:100] Creating Layer Mconv4_stage3_L2 I0504 13:22:47.459942 8582 net.cpp:434] Mconv4_stage3_L2 <- Mconv3_stage3_L2 I0504 13:22:47.459951 8582 net.cpp:408] Mconv4_stage3_L2 -> Mconv4_stage3_L2 I0504 13:22:47.475570 8582 net.cpp:150] Setting up Mconv4_stage3_L2 I0504 13:22:47.475589 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.475594 8582 net.cpp:165] Memory required for data: 4249607176 I0504 13:22:47.475603 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage3_L2 I0504 13:22:47.475613 8582 net.cpp:100] Creating Layer Mrelu4_stage3_L2 I0504 13:22:47.475620 8582 net.cpp:434] Mrelu4_stage3_L2 <- Mconv4_stage3_L2 I0504 13:22:47.475626 8582 net.cpp:395] Mrelu4_stage3_L2 -> Mconv4_stage3_L2 (in-place) I0504 13:22:47.475853 8582 net.cpp:150] Setting up Mrelu4_stage3_L2 I0504 13:22:47.475865 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.475870 8582 net.cpp:165] Memory required for data: 4260441096 I0504 13:22:47.475875 8582 layer_factory.hpp:77] Creating layer Mconv5_stage3_L1 I0504 13:22:47.475888 8582 net.cpp:100] Creating Layer Mconv5_stage3_L1 I0504 13:22:47.475894 8582 net.cpp:434] Mconv5_stage3_L1 <- Mconv4_stage3_L1 I0504 13:22:47.475903 8582 net.cpp:408] Mconv5_stage3_L1 -> Mconv5_stage3_L1 I0504 13:22:47.491523 8582 net.cpp:150] Setting up Mconv5_stage3_L1 I0504 13:22:47.491541 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.491547 8582 net.cpp:165] Memory required for data: 4271275016 I0504 13:22:47.491555 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage3_L1 I0504 13:22:47.491566 8582 net.cpp:100] Creating Layer Mrelu5_stage3_L1 I0504 13:22:47.491571 8582 net.cpp:434] Mrelu5_stage3_L1 <- Mconv5_stage3_L1 I0504 13:22:47.491580 8582 net.cpp:395] Mrelu5_stage3_L1 -> Mconv5_stage3_L1 (in-place) I0504 13:22:47.492769 8582 net.cpp:150] Setting up Mrelu5_stage3_L1 I0504 13:22:47.492786 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.492794 8582 net.cpp:165] Memory required for data: 4282108936 I0504 13:22:47.492799 8582 layer_factory.hpp:77] Creating layer Mconv5_stage3_L2 I0504 13:22:47.492810 8582 net.cpp:100] Creating Layer Mconv5_stage3_L2 I0504 13:22:47.492816 8582 net.cpp:434] Mconv5_stage3_L2 <- Mconv4_stage3_L2 I0504 13:22:47.492826 8582 net.cpp:408] Mconv5_stage3_L2 -> Mconv5_stage3_L2 I0504 13:22:47.508502 8582 net.cpp:150] Setting up Mconv5_stage3_L2 I0504 13:22:47.508520 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.508525 8582 net.cpp:165] Memory required for data: 4292942856 I0504 13:22:47.508534 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage3_L2 I0504 13:22:47.508544 8582 net.cpp:100] Creating Layer Mrelu5_stage3_L2 I0504 13:22:47.508550 8582 net.cpp:434] Mrelu5_stage3_L2 <- Mconv5_stage3_L2 I0504 13:22:47.508558 8582 net.cpp:395] Mrelu5_stage3_L2 -> Mconv5_stage3_L2 (in-place) I0504 13:22:47.508785 8582 net.cpp:150] Setting up Mrelu5_stage3_L2 I0504 13:22:47.508813 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.508818 8582 net.cpp:165] Memory required for data: 4303776776 I0504 13:22:47.508823 8582 layer_factory.hpp:77] Creating layer Mconv6_stage3_L1 I0504 13:22:47.508839 8582 net.cpp:100] Creating Layer Mconv6_stage3_L1 I0504 13:22:47.508846 8582 net.cpp:434] Mconv6_stage3_L1 <- Mconv5_stage3_L1 I0504 13:22:47.508857 8582 net.cpp:408] Mconv6_stage3_L1 -> Mconv6_stage3_L1 I0504 13:22:47.511143 8582 net.cpp:150] Setting up Mconv6_stage3_L1 I0504 13:22:47.511162 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.511167 8582 net.cpp:165] Memory required for data: 4314610696 I0504 13:22:47.511176 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage3_L1 I0504 13:22:47.511186 8582 net.cpp:100] Creating Layer Mrelu6_stage3_L1 I0504 13:22:47.511193 8582 net.cpp:434] Mrelu6_stage3_L1 <- Mconv6_stage3_L1 I0504 13:22:47.511199 8582 net.cpp:395] Mrelu6_stage3_L1 -> Mconv6_stage3_L1 (in-place) I0504 13:22:47.511428 8582 net.cpp:150] Setting up Mrelu6_stage3_L1 I0504 13:22:47.511441 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.511446 8582 net.cpp:165] Memory required for data: 4325444616 I0504 13:22:47.511451 8582 layer_factory.hpp:77] Creating layer Mconv6_stage3_L2 I0504 13:22:47.511463 8582 net.cpp:100] Creating Layer Mconv6_stage3_L2 I0504 13:22:47.511469 8582 net.cpp:434] Mconv6_stage3_L2 <- Mconv5_stage3_L2 I0504 13:22:47.511479 8582 net.cpp:408] Mconv6_stage3_L2 -> Mconv6_stage3_L2 I0504 13:22:47.513736 8582 net.cpp:150] Setting up Mconv6_stage3_L2 I0504 13:22:47.513753 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.513758 8582 net.cpp:165] Memory required for data: 4336278536 I0504 13:22:47.513767 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage3_L2 I0504 13:22:47.513777 8582 net.cpp:100] Creating Layer Mrelu6_stage3_L2 I0504 13:22:47.513783 8582 net.cpp:434] Mrelu6_stage3_L2 <- Mconv6_stage3_L2 I0504 13:22:47.513792 8582 net.cpp:395] Mrelu6_stage3_L2 -> Mconv6_stage3_L2 (in-place) I0504 13:22:47.514014 8582 net.cpp:150] Setting up Mrelu6_stage3_L2 I0504 13:22:47.514025 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.514030 8582 net.cpp:165] Memory required for data: 4347112456 I0504 13:22:47.514035 8582 layer_factory.hpp:77] Creating layer Mconv7_stage3_L1 I0504 13:22:47.514047 8582 net.cpp:100] Creating Layer Mconv7_stage3_L1 I0504 13:22:47.514053 8582 net.cpp:434] Mconv7_stage3_L1 <- Mconv6_stage3_L1 I0504 13:22:47.514065 8582 net.cpp:408] Mconv7_stage3_L1 -> Mconv7_stage3_L1 I0504 13:22:47.516189 8582 net.cpp:150] Setting up Mconv7_stage3_L1 I0504 13:22:47.516208 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.516213 8582 net.cpp:165] Memory required for data: 4350328776 I0504 13:22:47.516223 8582 layer_factory.hpp:77] Creating layer Mconv7_stage3_L1_Mconv7_stage3_L1_0_split I0504 13:22:47.516234 8582 net.cpp:100] Creating Layer Mconv7_stage3_L1_Mconv7_stage3_L1_0_split I0504 13:22:47.516240 8582 net.cpp:434] Mconv7_stage3_L1_Mconv7_stage3_L1_0_split <- Mconv7_stage3_L1 I0504 13:22:47.516248 8582 net.cpp:408] Mconv7_stage3_L1_Mconv7_stage3_L1_0_split -> Mconv7_stage3_L1_Mconv7_stage3_L1_0_split_0 I0504 13:22:47.516258 8582 net.cpp:408] Mconv7_stage3_L1_Mconv7_stage3_L1_0_split -> Mconv7_stage3_L1_Mconv7_stage3_L1_0_split_1 I0504 13:22:47.516321 8582 net.cpp:150] Setting up Mconv7_stage3_L1_Mconv7_stage3_L1_0_split I0504 13:22:47.516343 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.516348 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.516353 8582 net.cpp:165] Memory required for data: 4356761416 I0504 13:22:47.516358 8582 layer_factory.hpp:77] Creating layer Mconv7_stage3_L2 I0504 13:22:47.516372 8582 net.cpp:100] Creating Layer Mconv7_stage3_L2 I0504 13:22:47.516378 8582 net.cpp:434] Mconv7_stage3_L2 <- Mconv6_stage3_L2 I0504 13:22:47.516387 8582 net.cpp:408] Mconv7_stage3_L2 -> Mconv7_stage3_L2 I0504 13:22:47.518447 8582 net.cpp:150] Setting up Mconv7_stage3_L2 I0504 13:22:47.518487 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.518493 8582 net.cpp:165] Memory required for data: 4358369576 I0504 13:22:47.518502 8582 layer_factory.hpp:77] Creating layer Mconv7_stage3_L2_Mconv7_stage3_L2_0_split I0504 13:22:47.518512 8582 net.cpp:100] Creating Layer Mconv7_stage3_L2_Mconv7_stage3_L2_0_split I0504 13:22:47.518519 8582 net.cpp:434] Mconv7_stage3_L2_Mconv7_stage3_L2_0_split <- Mconv7_stage3_L2 I0504 13:22:47.518527 8582 net.cpp:408] Mconv7_stage3_L2_Mconv7_stage3_L2_0_split -> Mconv7_stage3_L2_Mconv7_stage3_L2_0_split_0 I0504 13:22:47.518537 8582 net.cpp:408] Mconv7_stage3_L2_Mconv7_stage3_L2_0_split -> Mconv7_stage3_L2_Mconv7_stage3_L2_0_split_1 I0504 13:22:47.518599 8582 net.cpp:150] Setting up Mconv7_stage3_L2_Mconv7_stage3_L2_0_split I0504 13:22:47.518620 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.518625 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.518630 8582 net.cpp:165] Memory required for data: 4361585896 I0504 13:22:47.518635 8582 layer_factory.hpp:77] Creating layer weight_stage3_L1 I0504 13:22:47.518645 8582 net.cpp:100] Creating Layer weight_stage3_L1 I0504 13:22:47.518651 8582 net.cpp:434] weight_stage3_L1 <- Mconv7_stage3_L1_Mconv7_stage3_L1_0_split_0 I0504 13:22:47.518657 8582 net.cpp:434] weight_stage3_L1 <- vec_weight_vec_weight_0_split_3 I0504 13:22:47.518667 8582 net.cpp:408] weight_stage3_L1 -> weight_stage3_L1 I0504 13:22:47.518702 8582 net.cpp:150] Setting up weight_stage3_L1 I0504 13:22:47.518712 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.518715 8582 net.cpp:165] Memory required for data: 4364802216 I0504 13:22:47.518720 8582 layer_factory.hpp:77] Creating layer loss_stage3_L1 I0504 13:22:47.518754 8582 net.cpp:100] Creating Layer loss_stage3_L1 I0504 13:22:47.518761 8582 net.cpp:434] loss_stage3_L1 <- weight_stage3_L1 I0504 13:22:47.518769 8582 net.cpp:434] loss_stage3_L1 <- label_vec_label_vec_0_split_2 I0504 13:22:47.518776 8582 net.cpp:408] loss_stage3_L1 -> loss_stage3_L1 I0504 13:22:47.518834 8582 net.cpp:150] Setting up loss_stage3_L1 I0504 13:22:47.518843 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.518848 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.518862 8582 net.cpp:165] Memory required for data: 4364802220 I0504 13:22:47.518867 8582 layer_factory.hpp:77] Creating layer weight_stage3_L2 I0504 13:22:47.518878 8582 net.cpp:100] Creating Layer weight_stage3_L2 I0504 13:22:47.518883 8582 net.cpp:434] weight_stage3_L2 <- Mconv7_stage3_L2_Mconv7_stage3_L2_0_split_0 I0504 13:22:47.518892 8582 net.cpp:434] weight_stage3_L2 <- heat_weight_vec_weight_1_split_3 I0504 13:22:47.518903 8582 net.cpp:408] weight_stage3_L2 -> weight_stage3_L2 I0504 13:22:47.518936 8582 net.cpp:150] Setting up weight_stage3_L2 I0504 13:22:47.518946 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.518950 8582 net.cpp:165] Memory required for data: 4366410380 I0504 13:22:47.518965 8582 layer_factory.hpp:77] Creating layer loss_stage3_L2 I0504 13:22:47.518973 8582 net.cpp:100] Creating Layer loss_stage3_L2 I0504 13:22:47.518980 8582 net.cpp:434] loss_stage3_L2 <- weight_stage3_L2 I0504 13:22:47.518985 8582 net.cpp:434] loss_stage3_L2 <- label_heat_label_heat_0_split_2 I0504 13:22:47.518991 8582 net.cpp:408] loss_stage3_L2 -> loss_stage3_L2 I0504 13:22:47.519052 8582 net.cpp:150] Setting up loss_stage3_L2 I0504 13:22:47.519060 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.519064 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.519071 8582 net.cpp:165] Memory required for data: 4366410384 I0504 13:22:47.519076 8582 layer_factory.hpp:77] Creating layer concat_stage4 I0504 13:22:47.519084 8582 net.cpp:100] Creating Layer concat_stage4 I0504 13:22:47.519089 8582 net.cpp:434] concat_stage4 <- Mconv7_stage3_L1_Mconv7_stage3_L1_0_split_1 I0504 13:22:47.519098 8582 net.cpp:434] concat_stage4 <- Mconv7_stage3_L2_Mconv7_stage3_L2_0_split_1 I0504 13:22:47.519104 8582 net.cpp:434] concat_stage4 <- conv4_4_CPM_relu4_4_CPM_0_split_4 I0504 13:22:47.519124 8582 net.cpp:408] concat_stage4 -> concat_stage4 I0504 13:22:47.519161 8582 net.cpp:150] Setting up concat_stage4 I0504 13:22:47.519170 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.519176 8582 net.cpp:165] Memory required for data: 4382068784 I0504 13:22:47.519179 8582 layer_factory.hpp:77] Creating layer concat_stage4_concat_stage4_0_split I0504 13:22:47.519189 8582 net.cpp:100] Creating Layer concat_stage4_concat_stage4_0_split I0504 13:22:47.519194 8582 net.cpp:434] concat_stage4_concat_stage4_0_split <- concat_stage4 I0504 13:22:47.519201 8582 net.cpp:408] concat_stage4_concat_stage4_0_split -> concat_stage4_concat_stage4_0_split_0 I0504 13:22:47.519225 8582 net.cpp:408] concat_stage4_concat_stage4_0_split -> concat_stage4_concat_stage4_0_split_1 I0504 13:22:47.519276 8582 net.cpp:150] Setting up concat_stage4_concat_stage4_0_split I0504 13:22:47.519289 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.519294 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.519300 8582 net.cpp:165] Memory required for data: 4413385584 I0504 13:22:47.519305 8582 layer_factory.hpp:77] Creating layer Mconv1_stage4_L1 I0504 13:22:47.519320 8582 net.cpp:100] Creating Layer Mconv1_stage4_L1 I0504 13:22:47.519325 8582 net.cpp:434] Mconv1_stage4_L1 <- concat_stage4_concat_stage4_0_split_0 I0504 13:22:47.519335 8582 net.cpp:408] Mconv1_stage4_L1 -> Mconv1_stage4_L1 I0504 13:22:47.540801 8582 net.cpp:150] Setting up Mconv1_stage4_L1 I0504 13:22:47.540819 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.540825 8582 net.cpp:165] Memory required for data: 4424219504 I0504 13:22:47.540834 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage4_L1 I0504 13:22:47.540843 8582 net.cpp:100] Creating Layer Mrelu1_stage4_L1 I0504 13:22:47.540850 8582 net.cpp:434] Mrelu1_stage4_L1 <- Mconv1_stage4_L1 I0504 13:22:47.540859 8582 net.cpp:395] Mrelu1_stage4_L1 -> Mconv1_stage4_L1 (in-place) I0504 13:22:47.541088 8582 net.cpp:150] Setting up Mrelu1_stage4_L1 I0504 13:22:47.541101 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.541106 8582 net.cpp:165] Memory required for data: 4435053424 I0504 13:22:47.541111 8582 layer_factory.hpp:77] Creating layer Mconv1_stage4_L2 I0504 13:22:47.541126 8582 net.cpp:100] Creating Layer Mconv1_stage4_L2 I0504 13:22:47.541132 8582 net.cpp:434] Mconv1_stage4_L2 <- concat_stage4_concat_stage4_0_split_1 I0504 13:22:47.541142 8582 net.cpp:408] Mconv1_stage4_L2 -> Mconv1_stage4_L2 I0504 13:22:47.563611 8582 net.cpp:150] Setting up Mconv1_stage4_L2 I0504 13:22:47.563630 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.563637 8582 net.cpp:165] Memory required for data: 4445887344 I0504 13:22:47.563644 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage4_L2 I0504 13:22:47.563654 8582 net.cpp:100] Creating Layer Mrelu1_stage4_L2 I0504 13:22:47.563660 8582 net.cpp:434] Mrelu1_stage4_L2 <- Mconv1_stage4_L2 I0504 13:22:47.563670 8582 net.cpp:395] Mrelu1_stage4_L2 -> Mconv1_stage4_L2 (in-place) I0504 13:22:47.563904 8582 net.cpp:150] Setting up Mrelu1_stage4_L2 I0504 13:22:47.563916 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.563922 8582 net.cpp:165] Memory required for data: 4456721264 I0504 13:22:47.563927 8582 layer_factory.hpp:77] Creating layer Mconv2_stage4_L1 I0504 13:22:47.563941 8582 net.cpp:100] Creating Layer Mconv2_stage4_L1 I0504 13:22:47.563951 8582 net.cpp:434] Mconv2_stage4_L1 <- Mconv1_stage4_L1 I0504 13:22:47.563961 8582 net.cpp:408] Mconv2_stage4_L1 -> Mconv2_stage4_L1 I0504 13:22:47.579656 8582 net.cpp:150] Setting up Mconv2_stage4_L1 I0504 13:22:47.579675 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.579681 8582 net.cpp:165] Memory required for data: 4467555184 I0504 13:22:47.579691 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage4_L1 I0504 13:22:47.579701 8582 net.cpp:100] Creating Layer Mrelu2_stage4_L1 I0504 13:22:47.579707 8582 net.cpp:434] Mrelu2_stage4_L1 <- Mconv2_stage4_L1 I0504 13:22:47.579732 8582 net.cpp:395] Mrelu2_stage4_L1 -> Mconv2_stage4_L1 (in-place) I0504 13:22:47.579962 8582 net.cpp:150] Setting up Mrelu2_stage4_L1 I0504 13:22:47.579975 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.579980 8582 net.cpp:165] Memory required for data: 4478389104 I0504 13:22:47.579985 8582 layer_factory.hpp:77] Creating layer Mconv2_stage4_L2 I0504 13:22:47.580001 8582 net.cpp:100] Creating Layer Mconv2_stage4_L2 I0504 13:22:47.580009 8582 net.cpp:434] Mconv2_stage4_L2 <- Mconv1_stage4_L2 I0504 13:22:47.580018 8582 net.cpp:408] Mconv2_stage4_L2 -> Mconv2_stage4_L2 I0504 13:22:47.595684 8582 net.cpp:150] Setting up Mconv2_stage4_L2 I0504 13:22:47.595702 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.595707 8582 net.cpp:165] Memory required for data: 4489223024 I0504 13:22:47.595716 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage4_L2 I0504 13:22:47.595724 8582 net.cpp:100] Creating Layer Mrelu2_stage4_L2 I0504 13:22:47.595731 8582 net.cpp:434] Mrelu2_stage4_L2 <- Mconv2_stage4_L2 I0504 13:22:47.595737 8582 net.cpp:395] Mrelu2_stage4_L2 -> Mconv2_stage4_L2 (in-place) I0504 13:22:47.596956 8582 net.cpp:150] Setting up Mrelu2_stage4_L2 I0504 13:22:47.596972 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.596977 8582 net.cpp:165] Memory required for data: 4500056944 I0504 13:22:47.596982 8582 layer_factory.hpp:77] Creating layer Mconv3_stage4_L1 I0504 13:22:47.596997 8582 net.cpp:100] Creating Layer Mconv3_stage4_L1 I0504 13:22:47.597003 8582 net.cpp:434] Mconv3_stage4_L1 <- Mconv2_stage4_L1 I0504 13:22:47.597015 8582 net.cpp:408] Mconv3_stage4_L1 -> Mconv3_stage4_L1 I0504 13:22:47.612758 8582 net.cpp:150] Setting up Mconv3_stage4_L1 I0504 13:22:47.612777 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.612782 8582 net.cpp:165] Memory required for data: 4510890864 I0504 13:22:47.612790 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage4_L1 I0504 13:22:47.612798 8582 net.cpp:100] Creating Layer Mrelu3_stage4_L1 I0504 13:22:47.612804 8582 net.cpp:434] Mrelu3_stage4_L1 <- Mconv3_stage4_L1 I0504 13:22:47.612813 8582 net.cpp:395] Mrelu3_stage4_L1 -> Mconv3_stage4_L1 (in-place) I0504 13:22:47.613044 8582 net.cpp:150] Setting up Mrelu3_stage4_L1 I0504 13:22:47.613056 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.613061 8582 net.cpp:165] Memory required for data: 4521724784 I0504 13:22:47.613066 8582 layer_factory.hpp:77] Creating layer Mconv3_stage4_L2 I0504 13:22:47.613082 8582 net.cpp:100] Creating Layer Mconv3_stage4_L2 I0504 13:22:47.613090 8582 net.cpp:434] Mconv3_stage4_L2 <- Mconv2_stage4_L2 I0504 13:22:47.613098 8582 net.cpp:408] Mconv3_stage4_L2 -> Mconv3_stage4_L2 I0504 13:22:47.628829 8582 net.cpp:150] Setting up Mconv3_stage4_L2 I0504 13:22:47.628849 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.628854 8582 net.cpp:165] Memory required for data: 4532558704 I0504 13:22:47.628862 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage4_L2 I0504 13:22:47.628872 8582 net.cpp:100] Creating Layer Mrelu3_stage4_L2 I0504 13:22:47.628878 8582 net.cpp:434] Mrelu3_stage4_L2 <- Mconv3_stage4_L2 I0504 13:22:47.628885 8582 net.cpp:395] Mrelu3_stage4_L2 -> Mconv3_stage4_L2 (in-place) I0504 13:22:47.629117 8582 net.cpp:150] Setting up Mrelu3_stage4_L2 I0504 13:22:47.629129 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.629134 8582 net.cpp:165] Memory required for data: 4543392624 I0504 13:22:47.629140 8582 layer_factory.hpp:77] Creating layer Mconv4_stage4_L1 I0504 13:22:47.629154 8582 net.cpp:100] Creating Layer Mconv4_stage4_L1 I0504 13:22:47.629163 8582 net.cpp:434] Mconv4_stage4_L1 <- Mconv3_stage4_L1 I0504 13:22:47.629173 8582 net.cpp:408] Mconv4_stage4_L1 -> Mconv4_stage4_L1 I0504 13:22:47.645632 8582 net.cpp:150] Setting up Mconv4_stage4_L1 I0504 13:22:47.645651 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.645656 8582 net.cpp:165] Memory required for data: 4554226544 I0504 13:22:47.645681 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage4_L1 I0504 13:22:47.645690 8582 net.cpp:100] Creating Layer Mrelu4_stage4_L1 I0504 13:22:47.645697 8582 net.cpp:434] Mrelu4_stage4_L1 <- Mconv4_stage4_L1 I0504 13:22:47.645714 8582 net.cpp:395] Mrelu4_stage4_L1 -> Mconv4_stage4_L1 (in-place) I0504 13:22:47.645941 8582 net.cpp:150] Setting up Mrelu4_stage4_L1 I0504 13:22:47.645953 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.645961 8582 net.cpp:165] Memory required for data: 4565060464 I0504 13:22:47.645965 8582 layer_factory.hpp:77] Creating layer Mconv4_stage4_L2 I0504 13:22:47.645982 8582 net.cpp:100] Creating Layer Mconv4_stage4_L2 I0504 13:22:47.645989 8582 net.cpp:434] Mconv4_stage4_L2 <- Mconv3_stage4_L2 I0504 13:22:47.646000 8582 net.cpp:408] Mconv4_stage4_L2 -> Mconv4_stage4_L2 I0504 13:22:47.660020 8582 net.cpp:150] Setting up Mconv4_stage4_L2 I0504 13:22:47.660053 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.660056 8582 net.cpp:165] Memory required for data: 4575894384 I0504 13:22:47.660063 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage4_L2 I0504 13:22:47.660073 8582 net.cpp:100] Creating Layer Mrelu4_stage4_L2 I0504 13:22:47.660079 8582 net.cpp:434] Mrelu4_stage4_L2 <- Mconv4_stage4_L2 I0504 13:22:47.660084 8582 net.cpp:395] Mrelu4_stage4_L2 -> Mconv4_stage4_L2 (in-place) I0504 13:22:47.660291 8582 net.cpp:150] Setting up Mrelu4_stage4_L2 I0504 13:22:47.660302 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.660306 8582 net.cpp:165] Memory required for data: 4586728304 I0504 13:22:47.660311 8582 layer_factory.hpp:77] Creating layer Mconv5_stage4_L1 I0504 13:22:47.660323 8582 net.cpp:100] Creating Layer Mconv5_stage4_L1 I0504 13:22:47.660329 8582 net.cpp:434] Mconv5_stage4_L1 <- Mconv4_stage4_L1 I0504 13:22:47.660338 8582 net.cpp:408] Mconv5_stage4_L1 -> Mconv5_stage4_L1 I0504 13:22:47.672932 8582 net.cpp:150] Setting up Mconv5_stage4_L1 I0504 13:22:47.672947 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.672967 8582 net.cpp:165] Memory required for data: 4597562224 I0504 13:22:47.672974 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage4_L1 I0504 13:22:47.672982 8582 net.cpp:100] Creating Layer Mrelu5_stage4_L1 I0504 13:22:47.672986 8582 net.cpp:434] Mrelu5_stage4_L1 <- Mconv5_stage4_L1 I0504 13:22:47.672996 8582 net.cpp:395] Mrelu5_stage4_L1 -> Mconv5_stage4_L1 (in-place) I0504 13:22:47.673202 8582 net.cpp:150] Setting up Mrelu5_stage4_L1 I0504 13:22:47.673213 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.673218 8582 net.cpp:165] Memory required for data: 4608396144 I0504 13:22:47.673221 8582 layer_factory.hpp:77] Creating layer Mconv5_stage4_L2 I0504 13:22:47.673233 8582 net.cpp:100] Creating Layer Mconv5_stage4_L2 I0504 13:22:47.673239 8582 net.cpp:434] Mconv5_stage4_L2 <- Mconv4_stage4_L2 I0504 13:22:47.673264 8582 net.cpp:408] Mconv5_stage4_L2 -> Mconv5_stage4_L2 I0504 13:22:47.685901 8582 net.cpp:150] Setting up Mconv5_stage4_L2 I0504 13:22:47.685932 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.685937 8582 net.cpp:165] Memory required for data: 4619230064 I0504 13:22:47.685943 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage4_L2 I0504 13:22:47.685952 8582 net.cpp:100] Creating Layer Mrelu5_stage4_L2 I0504 13:22:47.685956 8582 net.cpp:434] Mrelu5_stage4_L2 <- Mconv5_stage4_L2 I0504 13:22:47.685962 8582 net.cpp:395] Mrelu5_stage4_L2 -> Mconv5_stage4_L2 (in-place) I0504 13:22:47.687115 8582 net.cpp:150] Setting up Mrelu5_stage4_L2 I0504 13:22:47.687146 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.687150 8582 net.cpp:165] Memory required for data: 4630063984 I0504 13:22:47.687155 8582 layer_factory.hpp:77] Creating layer Mconv6_stage4_L1 I0504 13:22:47.687168 8582 net.cpp:100] Creating Layer Mconv6_stage4_L1 I0504 13:22:47.687172 8582 net.cpp:434] Mconv6_stage4_L1 <- Mconv5_stage4_L1 I0504 13:22:47.687181 8582 net.cpp:408] Mconv6_stage4_L1 -> Mconv6_stage4_L1 I0504 13:22:47.689103 8582 net.cpp:150] Setting up Mconv6_stage4_L1 I0504 13:22:47.689133 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.689138 8582 net.cpp:165] Memory required for data: 4640897904 I0504 13:22:47.689146 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage4_L1 I0504 13:22:47.689153 8582 net.cpp:100] Creating Layer Mrelu6_stage4_L1 I0504 13:22:47.689157 8582 net.cpp:434] Mrelu6_stage4_L1 <- Mconv6_stage4_L1 I0504 13:22:47.689163 8582 net.cpp:395] Mrelu6_stage4_L1 -> Mconv6_stage4_L1 (in-place) I0504 13:22:47.689370 8582 net.cpp:150] Setting up Mrelu6_stage4_L1 I0504 13:22:47.689381 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.689385 8582 net.cpp:165] Memory required for data: 4651731824 I0504 13:22:47.689399 8582 layer_factory.hpp:77] Creating layer Mconv6_stage4_L2 I0504 13:22:47.689415 8582 net.cpp:100] Creating Layer Mconv6_stage4_L2 I0504 13:22:47.689422 8582 net.cpp:434] Mconv6_stage4_L2 <- Mconv5_stage4_L2 I0504 13:22:47.689446 8582 net.cpp:408] Mconv6_stage4_L2 -> Mconv6_stage4_L2 I0504 13:22:47.691447 8582 net.cpp:150] Setting up Mconv6_stage4_L2 I0504 13:22:47.691478 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.691483 8582 net.cpp:165] Memory required for data: 4662565744 I0504 13:22:47.691488 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage4_L2 I0504 13:22:47.691498 8582 net.cpp:100] Creating Layer Mrelu6_stage4_L2 I0504 13:22:47.691503 8582 net.cpp:434] Mrelu6_stage4_L2 <- Mconv6_stage4_L2 I0504 13:22:47.691509 8582 net.cpp:395] Mrelu6_stage4_L2 -> Mconv6_stage4_L2 (in-place) I0504 13:22:47.691723 8582 net.cpp:150] Setting up Mrelu6_stage4_L2 I0504 13:22:47.691733 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.691737 8582 net.cpp:165] Memory required for data: 4673399664 I0504 13:22:47.691741 8582 layer_factory.hpp:77] Creating layer Mconv7_stage4_L1 I0504 13:22:47.691752 8582 net.cpp:100] Creating Layer Mconv7_stage4_L1 I0504 13:22:47.691757 8582 net.cpp:434] Mconv7_stage4_L1 <- Mconv6_stage4_L1 I0504 13:22:47.691766 8582 net.cpp:408] Mconv7_stage4_L1 -> Mconv7_stage4_L1 I0504 13:22:47.693549 8582 net.cpp:150] Setting up Mconv7_stage4_L1 I0504 13:22:47.693579 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.693583 8582 net.cpp:165] Memory required for data: 4676615984 I0504 13:22:47.693590 8582 layer_factory.hpp:77] Creating layer Mconv7_stage4_L1_Mconv7_stage4_L1_0_split I0504 13:22:47.693599 8582 net.cpp:100] Creating Layer Mconv7_stage4_L1_Mconv7_stage4_L1_0_split I0504 13:22:47.693604 8582 net.cpp:434] Mconv7_stage4_L1_Mconv7_stage4_L1_0_split <- Mconv7_stage4_L1 I0504 13:22:47.693610 8582 net.cpp:408] Mconv7_stage4_L1_Mconv7_stage4_L1_0_split -> Mconv7_stage4_L1_Mconv7_stage4_L1_0_split_0 I0504 13:22:47.693619 8582 net.cpp:408] Mconv7_stage4_L1_Mconv7_stage4_L1_0_split -> Mconv7_stage4_L1_Mconv7_stage4_L1_0_split_1 I0504 13:22:47.693688 8582 net.cpp:150] Setting up Mconv7_stage4_L1_Mconv7_stage4_L1_0_split I0504 13:22:47.693696 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.693701 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.693704 8582 net.cpp:165] Memory required for data: 4683048624 I0504 13:22:47.693708 8582 layer_factory.hpp:77] Creating layer Mconv7_stage4_L2 I0504 13:22:47.693720 8582 net.cpp:100] Creating Layer Mconv7_stage4_L2 I0504 13:22:47.693727 8582 net.cpp:434] Mconv7_stage4_L2 <- Mconv6_stage4_L2 I0504 13:22:47.693750 8582 net.cpp:408] Mconv7_stage4_L2 -> Mconv7_stage4_L2 I0504 13:22:47.696375 8582 net.cpp:150] Setting up Mconv7_stage4_L2 I0504 13:22:47.696408 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.696411 8582 net.cpp:165] Memory required for data: 4684656784 I0504 13:22:47.696419 8582 layer_factory.hpp:77] Creating layer Mconv7_stage4_L2_Mconv7_stage4_L2_0_split I0504 13:22:47.696425 8582 net.cpp:100] Creating Layer Mconv7_stage4_L2_Mconv7_stage4_L2_0_split I0504 13:22:47.696430 8582 net.cpp:434] Mconv7_stage4_L2_Mconv7_stage4_L2_0_split <- Mconv7_stage4_L2 I0504 13:22:47.696458 8582 net.cpp:408] Mconv7_stage4_L2_Mconv7_stage4_L2_0_split -> Mconv7_stage4_L2_Mconv7_stage4_L2_0_split_0 I0504 13:22:47.696467 8582 net.cpp:408] Mconv7_stage4_L2_Mconv7_stage4_L2_0_split -> Mconv7_stage4_L2_Mconv7_stage4_L2_0_split_1 I0504 13:22:47.696539 8582 net.cpp:150] Setting up Mconv7_stage4_L2_Mconv7_stage4_L2_0_split I0504 13:22:47.696548 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.696552 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.696557 8582 net.cpp:165] Memory required for data: 4687873104 I0504 13:22:47.696560 8582 layer_factory.hpp:77] Creating layer weight_stage4_L1 I0504 13:22:47.696568 8582 net.cpp:100] Creating Layer weight_stage4_L1 I0504 13:22:47.696573 8582 net.cpp:434] weight_stage4_L1 <- Mconv7_stage4_L1_Mconv7_stage4_L1_0_split_0 I0504 13:22:47.696580 8582 net.cpp:434] weight_stage4_L1 <- vec_weight_vec_weight_0_split_4 I0504 13:22:47.696589 8582 net.cpp:408] weight_stage4_L1 -> weight_stage4_L1 I0504 13:22:47.696625 8582 net.cpp:150] Setting up weight_stage4_L1 I0504 13:22:47.696633 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.696643 8582 net.cpp:165] Memory required for data: 4691089424 I0504 13:22:47.696648 8582 layer_factory.hpp:77] Creating layer loss_stage4_L1 I0504 13:22:47.696655 8582 net.cpp:100] Creating Layer loss_stage4_L1 I0504 13:22:47.696660 8582 net.cpp:434] loss_stage4_L1 <- weight_stage4_L1 I0504 13:22:47.696666 8582 net.cpp:434] loss_stage4_L1 <- label_vec_label_vec_0_split_3 I0504 13:22:47.696674 8582 net.cpp:408] loss_stage4_L1 -> loss_stage4_L1 I0504 13:22:47.696723 8582 net.cpp:150] Setting up loss_stage4_L1 I0504 13:22:47.696732 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.696735 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.696751 8582 net.cpp:165] Memory required for data: 4691089428 I0504 13:22:47.696772 8582 layer_factory.hpp:77] Creating layer weight_stage4_L2 I0504 13:22:47.696780 8582 net.cpp:100] Creating Layer weight_stage4_L2 I0504 13:22:47.696786 8582 net.cpp:434] weight_stage4_L2 <- Mconv7_stage4_L2_Mconv7_stage4_L2_0_split_0 I0504 13:22:47.696791 8582 net.cpp:434] weight_stage4_L2 <- heat_weight_vec_weight_1_split_4 I0504 13:22:47.696796 8582 net.cpp:408] weight_stage4_L2 -> weight_stage4_L2 I0504 13:22:47.696830 8582 net.cpp:150] Setting up weight_stage4_L2 I0504 13:22:47.696837 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.696841 8582 net.cpp:165] Memory required for data: 4692697588 I0504 13:22:47.696846 8582 layer_factory.hpp:77] Creating layer loss_stage4_L2 I0504 13:22:47.696853 8582 net.cpp:100] Creating Layer loss_stage4_L2 I0504 13:22:47.696857 8582 net.cpp:434] loss_stage4_L2 <- weight_stage4_L2 I0504 13:22:47.696863 8582 net.cpp:434] loss_stage4_L2 <- label_heat_label_heat_0_split_3 I0504 13:22:47.696871 8582 net.cpp:408] loss_stage4_L2 -> loss_stage4_L2 I0504 13:22:47.696919 8582 net.cpp:150] Setting up loss_stage4_L2 I0504 13:22:47.696928 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.696933 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.696939 8582 net.cpp:165] Memory required for data: 4692697592 I0504 13:22:47.696943 8582 layer_factory.hpp:77] Creating layer concat_stage5 I0504 13:22:47.696952 8582 net.cpp:100] Creating Layer concat_stage5 I0504 13:22:47.696959 8582 net.cpp:434] concat_stage5 <- Mconv7_stage4_L1_Mconv7_stage4_L1_0_split_1 I0504 13:22:47.696964 8582 net.cpp:434] concat_stage5 <- Mconv7_stage4_L2_Mconv7_stage4_L2_0_split_1 I0504 13:22:47.696969 8582 net.cpp:434] concat_stage5 <- conv4_4_CPM_relu4_4_CPM_0_split_5 I0504 13:22:47.696975 8582 net.cpp:408] concat_stage5 -> concat_stage5 I0504 13:22:47.697008 8582 net.cpp:150] Setting up concat_stage5 I0504 13:22:47.697016 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.697021 8582 net.cpp:165] Memory required for data: 4708355992 I0504 13:22:47.697024 8582 layer_factory.hpp:77] Creating layer concat_stage5_concat_stage5_0_split I0504 13:22:47.697031 8582 net.cpp:100] Creating Layer concat_stage5_concat_stage5_0_split I0504 13:22:47.697046 8582 net.cpp:434] concat_stage5_concat_stage5_0_split <- concat_stage5 I0504 13:22:47.697053 8582 net.cpp:408] concat_stage5_concat_stage5_0_split -> concat_stage5_concat_stage5_0_split_0 I0504 13:22:47.697060 8582 net.cpp:408] concat_stage5_concat_stage5_0_split -> concat_stage5_concat_stage5_0_split_1 I0504 13:22:47.697108 8582 net.cpp:150] Setting up concat_stage5_concat_stage5_0_split I0504 13:22:47.697115 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.697119 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.697124 8582 net.cpp:165] Memory required for data: 4739672792 I0504 13:22:47.697130 8582 layer_factory.hpp:77] Creating layer Mconv1_stage5_L1 I0504 13:22:47.697140 8582 net.cpp:100] Creating Layer Mconv1_stage5_L1 I0504 13:22:47.697145 8582 net.cpp:434] Mconv1_stage5_L1 <- concat_stage5_concat_stage5_0_split_0 I0504 13:22:47.697152 8582 net.cpp:408] Mconv1_stage5_L1 -> Mconv1_stage5_L1 I0504 13:22:47.714607 8582 net.cpp:150] Setting up Mconv1_stage5_L1 I0504 13:22:47.714624 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.714628 8582 net.cpp:165] Memory required for data: 4750506712 I0504 13:22:47.714661 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage5_L1 I0504 13:22:47.714689 8582 net.cpp:100] Creating Layer Mrelu1_stage5_L1 I0504 13:22:47.714704 8582 net.cpp:434] Mrelu1_stage5_L1 <- Mconv1_stage5_L1 I0504 13:22:47.714710 8582 net.cpp:395] Mrelu1_stage5_L1 -> Mconv1_stage5_L1 (in-place) I0504 13:22:47.714944 8582 net.cpp:150] Setting up Mrelu1_stage5_L1 I0504 13:22:47.714956 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.714959 8582 net.cpp:165] Memory required for data: 4761340632 I0504 13:22:47.714979 8582 layer_factory.hpp:77] Creating layer Mconv1_stage5_L2 I0504 13:22:47.715008 8582 net.cpp:100] Creating Layer Mconv1_stage5_L2 I0504 13:22:47.715013 8582 net.cpp:434] Mconv1_stage5_L2 <- concat_stage5_concat_stage5_0_split_1 I0504 13:22:47.715021 8582 net.cpp:408] Mconv1_stage5_L2 -> Mconv1_stage5_L2 I0504 13:22:47.732138 8582 net.cpp:150] Setting up Mconv1_stage5_L2 I0504 13:22:47.732169 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.732173 8582 net.cpp:165] Memory required for data: 4772174552 I0504 13:22:47.732182 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage5_L2 I0504 13:22:47.732192 8582 net.cpp:100] Creating Layer Mrelu1_stage5_L2 I0504 13:22:47.732197 8582 net.cpp:434] Mrelu1_stage5_L2 <- Mconv1_stage5_L2 I0504 13:22:47.732203 8582 net.cpp:395] Mrelu1_stage5_L2 -> Mconv1_stage5_L2 (in-place) I0504 13:22:47.732409 8582 net.cpp:150] Setting up Mrelu1_stage5_L2 I0504 13:22:47.732420 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.732425 8582 net.cpp:165] Memory required for data: 4783008472 I0504 13:22:47.732431 8582 layer_factory.hpp:77] Creating layer Mconv2_stage5_L1 I0504 13:22:47.732442 8582 net.cpp:100] Creating Layer Mconv2_stage5_L1 I0504 13:22:47.732448 8582 net.cpp:434] Mconv2_stage5_L1 <- Mconv1_stage5_L1 I0504 13:22:47.732456 8582 net.cpp:408] Mconv2_stage5_L1 -> Mconv2_stage5_L1 I0504 13:22:47.744947 8582 net.cpp:150] Setting up Mconv2_stage5_L1 I0504 13:22:47.744978 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.744982 8582 net.cpp:165] Memory required for data: 4793842392 I0504 13:22:47.744989 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage5_L1 I0504 13:22:47.744998 8582 net.cpp:100] Creating Layer Mrelu2_stage5_L1 I0504 13:22:47.745003 8582 net.cpp:434] Mrelu2_stage5_L1 <- Mconv2_stage5_L1 I0504 13:22:47.745009 8582 net.cpp:395] Mrelu2_stage5_L1 -> Mconv2_stage5_L1 (in-place) I0504 13:22:47.745213 8582 net.cpp:150] Setting up Mrelu2_stage5_L1 I0504 13:22:47.745223 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.745226 8582 net.cpp:165] Memory required for data: 4804676312 I0504 13:22:47.745230 8582 layer_factory.hpp:77] Creating layer Mconv2_stage5_L2 I0504 13:22:47.745244 8582 net.cpp:100] Creating Layer Mconv2_stage5_L2 I0504 13:22:47.745263 8582 net.cpp:434] Mconv2_stage5_L2 <- Mconv1_stage5_L2 I0504 13:22:47.745286 8582 net.cpp:408] Mconv2_stage5_L2 -> Mconv2_stage5_L2 I0504 13:22:47.757839 8582 net.cpp:150] Setting up Mconv2_stage5_L2 I0504 13:22:47.757870 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.757874 8582 net.cpp:165] Memory required for data: 4815510232 I0504 13:22:47.757882 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage5_L2 I0504 13:22:47.757889 8582 net.cpp:100] Creating Layer Mrelu2_stage5_L2 I0504 13:22:47.757894 8582 net.cpp:434] Mrelu2_stage5_L2 <- Mconv2_stage5_L2 I0504 13:22:47.757900 8582 net.cpp:395] Mrelu2_stage5_L2 -> Mconv2_stage5_L2 (in-place) I0504 13:22:47.758118 8582 net.cpp:150] Setting up Mrelu2_stage5_L2 I0504 13:22:47.758129 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.758133 8582 net.cpp:165] Memory required for data: 4826344152 I0504 13:22:47.758137 8582 layer_factory.hpp:77] Creating layer Mconv3_stage5_L1 I0504 13:22:47.758149 8582 net.cpp:100] Creating Layer Mconv3_stage5_L1 I0504 13:22:47.758154 8582 net.cpp:434] Mconv3_stage5_L1 <- Mconv2_stage5_L1 I0504 13:22:47.758162 8582 net.cpp:408] Mconv3_stage5_L1 -> Mconv3_stage5_L1 I0504 13:22:47.771950 8582 net.cpp:150] Setting up Mconv3_stage5_L1 I0504 13:22:47.771968 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.771973 8582 net.cpp:165] Memory required for data: 4837178072 I0504 13:22:47.771981 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage5_L1 I0504 13:22:47.771991 8582 net.cpp:100] Creating Layer Mrelu3_stage5_L1 I0504 13:22:47.771998 8582 net.cpp:434] Mrelu3_stage5_L1 <- Mconv3_stage5_L1 I0504 13:22:47.772004 8582 net.cpp:395] Mrelu3_stage5_L1 -> Mconv3_stage5_L1 (in-place) I0504 13:22:47.773149 8582 net.cpp:150] Setting up Mrelu3_stage5_L1 I0504 13:22:47.773166 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.773172 8582 net.cpp:165] Memory required for data: 4848011992 I0504 13:22:47.773178 8582 layer_factory.hpp:77] Creating layer Mconv3_stage5_L2 I0504 13:22:47.773193 8582 net.cpp:100] Creating Layer Mconv3_stage5_L2 I0504 13:22:47.773202 8582 net.cpp:434] Mconv3_stage5_L2 <- Mconv2_stage5_L2 I0504 13:22:47.773211 8582 net.cpp:408] Mconv3_stage5_L2 -> Mconv3_stage5_L2 I0504 13:22:47.786658 8582 net.cpp:150] Setting up Mconv3_stage5_L2 I0504 13:22:47.786674 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.786679 8582 net.cpp:165] Memory required for data: 4858845912 I0504 13:22:47.786687 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage5_L2 I0504 13:22:47.786697 8582 net.cpp:100] Creating Layer Mrelu3_stage5_L2 I0504 13:22:47.786703 8582 net.cpp:434] Mrelu3_stage5_L2 <- Mconv3_stage5_L2 I0504 13:22:47.786710 8582 net.cpp:395] Mrelu3_stage5_L2 -> Mconv3_stage5_L2 (in-place) I0504 13:22:47.787847 8582 net.cpp:150] Setting up Mrelu3_stage5_L2 I0504 13:22:47.787863 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.787868 8582 net.cpp:165] Memory required for data: 4869679832 I0504 13:22:47.787873 8582 layer_factory.hpp:77] Creating layer Mconv4_stage5_L1 I0504 13:22:47.787886 8582 net.cpp:100] Creating Layer Mconv4_stage5_L1 I0504 13:22:47.787909 8582 net.cpp:434] Mconv4_stage5_L1 <- Mconv3_stage5_L1 I0504 13:22:47.787919 8582 net.cpp:408] Mconv4_stage5_L1 -> Mconv4_stage5_L1 I0504 13:22:47.802038 8582 net.cpp:150] Setting up Mconv4_stage5_L1 I0504 13:22:47.802055 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.802060 8582 net.cpp:165] Memory required for data: 4880513752 I0504 13:22:47.802067 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage5_L1 I0504 13:22:47.802076 8582 net.cpp:100] Creating Layer Mrelu4_stage5_L1 I0504 13:22:47.802083 8582 net.cpp:434] Mrelu4_stage5_L1 <- Mconv4_stage5_L1 I0504 13:22:47.802088 8582 net.cpp:395] Mrelu4_stage5_L1 -> Mconv4_stage5_L1 (in-place) I0504 13:22:47.802319 8582 net.cpp:150] Setting up Mrelu4_stage5_L1 I0504 13:22:47.802331 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.802351 8582 net.cpp:165] Memory required for data: 4891347672 I0504 13:22:47.802356 8582 layer_factory.hpp:77] Creating layer Mconv4_stage5_L2 I0504 13:22:47.802371 8582 net.cpp:100] Creating Layer Mconv4_stage5_L2 I0504 13:22:47.802376 8582 net.cpp:434] Mconv4_stage5_L2 <- Mconv3_stage5_L2 I0504 13:22:47.802386 8582 net.cpp:408] Mconv4_stage5_L2 -> Mconv4_stage5_L2 I0504 13:22:47.816362 8582 net.cpp:150] Setting up Mconv4_stage5_L2 I0504 13:22:47.816380 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.816385 8582 net.cpp:165] Memory required for data: 4902181592 I0504 13:22:47.816395 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage5_L2 I0504 13:22:47.816401 8582 net.cpp:100] Creating Layer Mrelu4_stage5_L2 I0504 13:22:47.816408 8582 net.cpp:434] Mrelu4_stage5_L2 <- Mconv4_stage5_L2 I0504 13:22:47.816417 8582 net.cpp:395] Mrelu4_stage5_L2 -> Mconv4_stage5_L2 (in-place) I0504 13:22:47.816648 8582 net.cpp:150] Setting up Mrelu4_stage5_L2 I0504 13:22:47.816658 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.816663 8582 net.cpp:165] Memory required for data: 4913015512 I0504 13:22:47.816668 8582 layer_factory.hpp:77] Creating layer Mconv5_stage5_L1 I0504 13:22:47.816681 8582 net.cpp:100] Creating Layer Mconv5_stage5_L1 I0504 13:22:47.816689 8582 net.cpp:434] Mconv5_stage5_L1 <- Mconv4_stage5_L1 I0504 13:22:47.816699 8582 net.cpp:408] Mconv5_stage5_L1 -> Mconv5_stage5_L1 I0504 13:22:47.830658 8582 net.cpp:150] Setting up Mconv5_stage5_L1 I0504 13:22:47.830677 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.830682 8582 net.cpp:165] Memory required for data: 4923849432 I0504 13:22:47.830689 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage5_L1 I0504 13:22:47.830700 8582 net.cpp:100] Creating Layer Mrelu5_stage5_L1 I0504 13:22:47.830706 8582 net.cpp:434] Mrelu5_stage5_L1 <- Mconv5_stage5_L1 I0504 13:22:47.830714 8582 net.cpp:395] Mrelu5_stage5_L1 -> Mconv5_stage5_L1 (in-place) I0504 13:22:47.830930 8582 net.cpp:150] Setting up Mrelu5_stage5_L1 I0504 13:22:47.830941 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.830946 8582 net.cpp:165] Memory required for data: 4934683352 I0504 13:22:47.830951 8582 layer_factory.hpp:77] Creating layer Mconv5_stage5_L2 I0504 13:22:47.830966 8582 net.cpp:100] Creating Layer Mconv5_stage5_L2 I0504 13:22:47.830973 8582 net.cpp:434] Mconv5_stage5_L2 <- Mconv4_stage5_L2 I0504 13:22:47.830981 8582 net.cpp:408] Mconv5_stage5_L2 -> Mconv5_stage5_L2 I0504 13:22:47.844720 8582 net.cpp:150] Setting up Mconv5_stage5_L2 I0504 13:22:47.844739 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.844744 8582 net.cpp:165] Memory required for data: 4945517272 I0504 13:22:47.844753 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage5_L2 I0504 13:22:47.844760 8582 net.cpp:100] Creating Layer Mrelu5_stage5_L2 I0504 13:22:47.844765 8582 net.cpp:434] Mrelu5_stage5_L2 <- Mconv5_stage5_L2 I0504 13:22:47.844771 8582 net.cpp:395] Mrelu5_stage5_L2 -> Mconv5_stage5_L2 (in-place) I0504 13:22:47.845006 8582 net.cpp:150] Setting up Mrelu5_stage5_L2 I0504 13:22:47.845017 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.845022 8582 net.cpp:165] Memory required for data: 4956351192 I0504 13:22:47.845026 8582 layer_factory.hpp:77] Creating layer Mconv6_stage5_L1 I0504 13:22:47.845041 8582 net.cpp:100] Creating Layer Mconv6_stage5_L1 I0504 13:22:47.845047 8582 net.cpp:434] Mconv6_stage5_L1 <- Mconv5_stage5_L1 I0504 13:22:47.845057 8582 net.cpp:408] Mconv6_stage5_L1 -> Mconv6_stage5_L1 I0504 13:22:47.847275 8582 net.cpp:150] Setting up Mconv6_stage5_L1 I0504 13:22:47.847293 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.847299 8582 net.cpp:165] Memory required for data: 4967185112 I0504 13:22:47.847311 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage5_L1 I0504 13:22:47.847318 8582 net.cpp:100] Creating Layer Mrelu6_stage5_L1 I0504 13:22:47.847323 8582 net.cpp:434] Mrelu6_stage5_L1 <- Mconv6_stage5_L1 I0504 13:22:47.847329 8582 net.cpp:395] Mrelu6_stage5_L1 -> Mconv6_stage5_L1 (in-place) I0504 13:22:47.848525 8582 net.cpp:150] Setting up Mrelu6_stage5_L1 I0504 13:22:47.848541 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.848546 8582 net.cpp:165] Memory required for data: 4978019032 I0504 13:22:47.848551 8582 layer_factory.hpp:77] Creating layer Mconv6_stage5_L2 I0504 13:22:47.848562 8582 net.cpp:100] Creating Layer Mconv6_stage5_L2 I0504 13:22:47.848570 8582 net.cpp:434] Mconv6_stage5_L2 <- Mconv5_stage5_L2 I0504 13:22:47.848595 8582 net.cpp:408] Mconv6_stage5_L2 -> Mconv6_stage5_L2 I0504 13:22:47.850783 8582 net.cpp:150] Setting up Mconv6_stage5_L2 I0504 13:22:47.850800 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.850822 8582 net.cpp:165] Memory required for data: 4988852952 I0504 13:22:47.850847 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage5_L2 I0504 13:22:47.850857 8582 net.cpp:100] Creating Layer Mrelu6_stage5_L2 I0504 13:22:47.850862 8582 net.cpp:434] Mrelu6_stage5_L2 <- Mconv6_stage5_L2 I0504 13:22:47.850868 8582 net.cpp:395] Mrelu6_stage5_L2 -> Mconv6_stage5_L2 (in-place) I0504 13:22:47.852020 8582 net.cpp:150] Setting up Mrelu6_stage5_L2 I0504 13:22:47.852051 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.852056 8582 net.cpp:165] Memory required for data: 4999686872 I0504 13:22:47.852059 8582 layer_factory.hpp:77] Creating layer Mconv7_stage5_L1 I0504 13:22:47.852072 8582 net.cpp:100] Creating Layer Mconv7_stage5_L1 I0504 13:22:47.852077 8582 net.cpp:434] Mconv7_stage5_L1 <- Mconv6_stage5_L1 I0504 13:22:47.852085 8582 net.cpp:408] Mconv7_stage5_L1 -> Mconv7_stage5_L1 I0504 13:22:47.854084 8582 net.cpp:150] Setting up Mconv7_stage5_L1 I0504 13:22:47.854115 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.854120 8582 net.cpp:165] Memory required for data: 5002903192 I0504 13:22:47.854127 8582 layer_factory.hpp:77] Creating layer Mconv7_stage5_L1_Mconv7_stage5_L1_0_split I0504 13:22:47.854137 8582 net.cpp:100] Creating Layer Mconv7_stage5_L1_Mconv7_stage5_L1_0_split I0504 13:22:47.854143 8582 net.cpp:434] Mconv7_stage5_L1_Mconv7_stage5_L1_0_split <- Mconv7_stage5_L1 I0504 13:22:47.854152 8582 net.cpp:408] Mconv7_stage5_L1_Mconv7_stage5_L1_0_split -> Mconv7_stage5_L1_Mconv7_stage5_L1_0_split_0 I0504 13:22:47.854161 8582 net.cpp:408] Mconv7_stage5_L1_Mconv7_stage5_L1_0_split -> Mconv7_stage5_L1_Mconv7_stage5_L1_0_split_1 I0504 13:22:47.854236 8582 net.cpp:150] Setting up Mconv7_stage5_L1_Mconv7_stage5_L1_0_split I0504 13:22:47.854245 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.854250 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.854254 8582 net.cpp:165] Memory required for data: 5009335832 I0504 13:22:47.854259 8582 layer_factory.hpp:77] Creating layer Mconv7_stage5_L2 I0504 13:22:47.854271 8582 net.cpp:100] Creating Layer Mconv7_stage5_L2 I0504 13:22:47.854279 8582 net.cpp:434] Mconv7_stage5_L2 <- Mconv6_stage5_L2 I0504 13:22:47.854288 8582 net.cpp:408] Mconv7_stage5_L2 -> Mconv7_stage5_L2 I0504 13:22:47.856267 8582 net.cpp:150] Setting up Mconv7_stage5_L2 I0504 13:22:47.856299 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.856305 8582 net.cpp:165] Memory required for data: 5010943992 I0504 13:22:47.856312 8582 layer_factory.hpp:77] Creating layer Mconv7_stage5_L2_Mconv7_stage5_L2_0_split I0504 13:22:47.856319 8582 net.cpp:100] Creating Layer Mconv7_stage5_L2_Mconv7_stage5_L2_0_split I0504 13:22:47.856324 8582 net.cpp:434] Mconv7_stage5_L2_Mconv7_stage5_L2_0_split <- Mconv7_stage5_L2 I0504 13:22:47.856330 8582 net.cpp:408] Mconv7_stage5_L2_Mconv7_stage5_L2_0_split -> Mconv7_stage5_L2_Mconv7_stage5_L2_0_split_0 I0504 13:22:47.856338 8582 net.cpp:408] Mconv7_stage5_L2_Mconv7_stage5_L2_0_split -> Mconv7_stage5_L2_Mconv7_stage5_L2_0_split_1 I0504 13:22:47.856410 8582 net.cpp:150] Setting up Mconv7_stage5_L2_Mconv7_stage5_L2_0_split I0504 13:22:47.856420 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.856426 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.856444 8582 net.cpp:165] Memory required for data: 5014160312 I0504 13:22:47.856464 8582 layer_factory.hpp:77] Creating layer weight_stage5_L1 I0504 13:22:47.856473 8582 net.cpp:100] Creating Layer weight_stage5_L1 I0504 13:22:47.856478 8582 net.cpp:434] weight_stage5_L1 <- Mconv7_stage5_L1_Mconv7_stage5_L1_0_split_0 I0504 13:22:47.856485 8582 net.cpp:434] weight_stage5_L1 <- vec_weight_vec_weight_0_split_5 I0504 13:22:47.856493 8582 net.cpp:408] weight_stage5_L1 -> weight_stage5_L1 I0504 13:22:47.856542 8582 net.cpp:150] Setting up weight_stage5_L1 I0504 13:22:47.856550 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:47.856554 8582 net.cpp:165] Memory required for data: 5017376632 I0504 13:22:47.856559 8582 layer_factory.hpp:77] Creating layer loss_stage5_L1 I0504 13:22:47.856566 8582 net.cpp:100] Creating Layer loss_stage5_L1 I0504 13:22:47.856571 8582 net.cpp:434] loss_stage5_L1 <- weight_stage5_L1 I0504 13:22:47.856576 8582 net.cpp:434] loss_stage5_L1 <- label_vec_label_vec_0_split_4 I0504 13:22:47.856583 8582 net.cpp:408] loss_stage5_L1 -> loss_stage5_L1 I0504 13:22:47.856640 8582 net.cpp:150] Setting up loss_stage5_L1 I0504 13:22:47.856648 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.856654 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.856668 8582 net.cpp:165] Memory required for data: 5017376636 I0504 13:22:47.856673 8582 layer_factory.hpp:77] Creating layer weight_stage5_L2 I0504 13:22:47.856686 8582 net.cpp:100] Creating Layer weight_stage5_L2 I0504 13:22:47.856691 8582 net.cpp:434] weight_stage5_L2 <- Mconv7_stage5_L2_Mconv7_stage5_L2_0_split_0 I0504 13:22:47.856698 8582 net.cpp:434] weight_stage5_L2 <- heat_weight_vec_weight_1_split_5 I0504 13:22:47.856703 8582 net.cpp:408] weight_stage5_L2 -> weight_stage5_L2 I0504 13:22:47.856739 8582 net.cpp:150] Setting up weight_stage5_L2 I0504 13:22:47.856747 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:47.856750 8582 net.cpp:165] Memory required for data: 5018984796 I0504 13:22:47.856755 8582 layer_factory.hpp:77] Creating layer loss_stage5_L2 I0504 13:22:47.856761 8582 net.cpp:100] Creating Layer loss_stage5_L2 I0504 13:22:47.856765 8582 net.cpp:434] loss_stage5_L2 <- weight_stage5_L2 I0504 13:22:47.856770 8582 net.cpp:434] loss_stage5_L2 <- label_heat_label_heat_0_split_4 I0504 13:22:47.856778 8582 net.cpp:408] loss_stage5_L2 -> loss_stage5_L2 I0504 13:22:47.856830 8582 net.cpp:150] Setting up loss_stage5_L2 I0504 13:22:47.856838 8582 net.cpp:157] Top shape: (1) I0504 13:22:47.856842 8582 net.cpp:160] with loss weight 1 I0504 13:22:47.856848 8582 net.cpp:165] Memory required for data: 5018984800 I0504 13:22:47.856854 8582 layer_factory.hpp:77] Creating layer concat_stage6 I0504 13:22:47.856864 8582 net.cpp:100] Creating Layer concat_stage6 I0504 13:22:47.856869 8582 net.cpp:434] concat_stage6 <- Mconv7_stage5_L1_Mconv7_stage5_L1_0_split_1 I0504 13:22:47.856874 8582 net.cpp:434] concat_stage6 <- Mconv7_stage5_L2_Mconv7_stage5_L2_0_split_1 I0504 13:22:47.856880 8582 net.cpp:434] concat_stage6 <- conv4_4_CPM_relu4_4_CPM_0_split_6 I0504 13:22:47.856887 8582 net.cpp:408] concat_stage6 -> concat_stage6 I0504 13:22:47.856923 8582 net.cpp:150] Setting up concat_stage6 I0504 13:22:47.856931 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.856950 8582 net.cpp:165] Memory required for data: 5034643200 I0504 13:22:47.856955 8582 layer_factory.hpp:77] Creating layer concat_stage6_concat_stage6_0_split I0504 13:22:47.856961 8582 net.cpp:100] Creating Layer concat_stage6_concat_stage6_0_split I0504 13:22:47.856964 8582 net.cpp:434] concat_stage6_concat_stage6_0_split <- concat_stage6 I0504 13:22:47.856971 8582 net.cpp:408] concat_stage6_concat_stage6_0_split -> concat_stage6_concat_stage6_0_split_0 I0504 13:22:47.856978 8582 net.cpp:408] concat_stage6_concat_stage6_0_split -> concat_stage6_concat_stage6_0_split_1 I0504 13:22:47.857024 8582 net.cpp:150] Setting up concat_stage6_concat_stage6_0_split I0504 13:22:47.857033 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.857049 8582 net.cpp:157] Top shape: 10 185 46 46 (3914600) I0504 13:22:47.857069 8582 net.cpp:165] Memory required for data: 5065960000 I0504 13:22:47.857072 8582 layer_factory.hpp:77] Creating layer Mconv1_stage6_L1 I0504 13:22:47.857084 8582 net.cpp:100] Creating Layer Mconv1_stage6_L1 I0504 13:22:47.857089 8582 net.cpp:434] Mconv1_stage6_L1 <- concat_stage6_concat_stage6_0_split_0 I0504 13:22:47.857095 8582 net.cpp:408] Mconv1_stage6_L1 -> Mconv1_stage6_L1 I0504 13:22:47.874701 8582 net.cpp:150] Setting up Mconv1_stage6_L1 I0504 13:22:47.874718 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.874723 8582 net.cpp:165] Memory required for data: 5076793920 I0504 13:22:47.874730 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage6_L1 I0504 13:22:47.874742 8582 net.cpp:100] Creating Layer Mrelu1_stage6_L1 I0504 13:22:47.874747 8582 net.cpp:434] Mrelu1_stage6_L1 <- Mconv1_stage6_L1 I0504 13:22:47.874754 8582 net.cpp:395] Mrelu1_stage6_L1 -> Mconv1_stage6_L1 (in-place) I0504 13:22:47.875874 8582 net.cpp:150] Setting up Mrelu1_stage6_L1 I0504 13:22:47.875903 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.875908 8582 net.cpp:165] Memory required for data: 5087627840 I0504 13:22:47.875912 8582 layer_factory.hpp:77] Creating layer Mconv1_stage6_L2 I0504 13:22:47.875926 8582 net.cpp:100] Creating Layer Mconv1_stage6_L2 I0504 13:22:47.875932 8582 net.cpp:434] Mconv1_stage6_L2 <- concat_stage6_concat_stage6_0_split_1 I0504 13:22:47.875939 8582 net.cpp:408] Mconv1_stage6_L2 -> Mconv1_stage6_L2 I0504 13:22:47.894265 8582 net.cpp:150] Setting up Mconv1_stage6_L2 I0504 13:22:47.894282 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.894287 8582 net.cpp:165] Memory required for data: 5098461760 I0504 13:22:47.894294 8582 layer_factory.hpp:77] Creating layer Mrelu1_stage6_L2 I0504 13:22:47.894304 8582 net.cpp:100] Creating Layer Mrelu1_stage6_L2 I0504 13:22:47.894309 8582 net.cpp:434] Mrelu1_stage6_L2 <- Mconv1_stage6_L2 I0504 13:22:47.894318 8582 net.cpp:395] Mrelu1_stage6_L2 -> Mconv1_stage6_L2 (in-place) I0504 13:22:47.894562 8582 net.cpp:150] Setting up Mrelu1_stage6_L2 I0504 13:22:47.894574 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.894579 8582 net.cpp:165] Memory required for data: 5109295680 I0504 13:22:47.894583 8582 layer_factory.hpp:77] Creating layer Mconv2_stage6_L1 I0504 13:22:47.894595 8582 net.cpp:100] Creating Layer Mconv2_stage6_L1 I0504 13:22:47.894603 8582 net.cpp:434] Mconv2_stage6_L1 <- Mconv1_stage6_L1 I0504 13:22:47.894613 8582 net.cpp:408] Mconv2_stage6_L1 -> Mconv2_stage6_L1 I0504 13:22:47.908941 8582 net.cpp:150] Setting up Mconv2_stage6_L1 I0504 13:22:47.908957 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.908962 8582 net.cpp:165] Memory required for data: 5120129600 I0504 13:22:47.908970 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage6_L1 I0504 13:22:47.908979 8582 net.cpp:100] Creating Layer Mrelu2_stage6_L1 I0504 13:22:47.908985 8582 net.cpp:434] Mrelu2_stage6_L1 <- Mconv2_stage6_L1 I0504 13:22:47.908991 8582 net.cpp:395] Mrelu2_stage6_L1 -> Mconv2_stage6_L1 (in-place) I0504 13:22:47.909227 8582 net.cpp:150] Setting up Mrelu2_stage6_L1 I0504 13:22:47.909240 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.909245 8582 net.cpp:165] Memory required for data: 5130963520 I0504 13:22:47.909250 8582 layer_factory.hpp:77] Creating layer Mconv2_stage6_L2 I0504 13:22:47.909265 8582 net.cpp:100] Creating Layer Mconv2_stage6_L2 I0504 13:22:47.909272 8582 net.cpp:434] Mconv2_stage6_L2 <- Mconv1_stage6_L2 I0504 13:22:47.909279 8582 net.cpp:408] Mconv2_stage6_L2 -> Mconv2_stage6_L2 I0504 13:22:47.923655 8582 net.cpp:150] Setting up Mconv2_stage6_L2 I0504 13:22:47.923672 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.923676 8582 net.cpp:165] Memory required for data: 5141797440 I0504 13:22:47.923686 8582 layer_factory.hpp:77] Creating layer Mrelu2_stage6_L2 I0504 13:22:47.923727 8582 net.cpp:100] Creating Layer Mrelu2_stage6_L2 I0504 13:22:47.923737 8582 net.cpp:434] Mrelu2_stage6_L2 <- Mconv2_stage6_L2 I0504 13:22:47.923743 8582 net.cpp:395] Mrelu2_stage6_L2 -> Mconv2_stage6_L2 (in-place) I0504 13:22:47.923962 8582 net.cpp:150] Setting up Mrelu2_stage6_L2 I0504 13:22:47.923974 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.923979 8582 net.cpp:165] Memory required for data: 5152631360 I0504 13:22:47.923984 8582 layer_factory.hpp:77] Creating layer Mconv3_stage6_L1 I0504 13:22:47.923997 8582 net.cpp:100] Creating Layer Mconv3_stage6_L1 I0504 13:22:47.924005 8582 net.cpp:434] Mconv3_stage6_L1 <- Mconv2_stage6_L1 I0504 13:22:47.924017 8582 net.cpp:408] Mconv3_stage6_L1 -> Mconv3_stage6_L1 I0504 13:22:47.938328 8582 net.cpp:150] Setting up Mconv3_stage6_L1 I0504 13:22:47.938345 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.938350 8582 net.cpp:165] Memory required for data: 5163465280 I0504 13:22:47.938359 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage6_L1 I0504 13:22:47.938369 8582 net.cpp:100] Creating Layer Mrelu3_stage6_L1 I0504 13:22:47.938374 8582 net.cpp:434] Mrelu3_stage6_L1 <- Mconv3_stage6_L1 I0504 13:22:47.938383 8582 net.cpp:395] Mrelu3_stage6_L1 -> Mconv3_stage6_L1 (in-place) I0504 13:22:47.938611 8582 net.cpp:150] Setting up Mrelu3_stage6_L1 I0504 13:22:47.938623 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.938629 8582 net.cpp:165] Memory required for data: 5174299200 I0504 13:22:47.938634 8582 layer_factory.hpp:77] Creating layer Mconv3_stage6_L2 I0504 13:22:47.938647 8582 net.cpp:100] Creating Layer Mconv3_stage6_L2 I0504 13:22:47.938654 8582 net.cpp:434] Mconv3_stage6_L2 <- Mconv2_stage6_L2 I0504 13:22:47.938663 8582 net.cpp:408] Mconv3_stage6_L2 -> Mconv3_stage6_L2 I0504 13:22:47.953049 8582 net.cpp:150] Setting up Mconv3_stage6_L2 I0504 13:22:47.953066 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.953073 8582 net.cpp:165] Memory required for data: 5185133120 I0504 13:22:47.953081 8582 layer_factory.hpp:77] Creating layer Mrelu3_stage6_L2 I0504 13:22:47.953088 8582 net.cpp:100] Creating Layer Mrelu3_stage6_L2 I0504 13:22:47.953094 8582 net.cpp:434] Mrelu3_stage6_L2 <- Mconv3_stage6_L2 I0504 13:22:47.953101 8582 net.cpp:395] Mrelu3_stage6_L2 -> Mconv3_stage6_L2 (in-place) I0504 13:22:47.954283 8582 net.cpp:150] Setting up Mrelu3_stage6_L2 I0504 13:22:47.954314 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.954319 8582 net.cpp:165] Memory required for data: 5195967040 I0504 13:22:47.954324 8582 layer_factory.hpp:77] Creating layer Mconv4_stage6_L1 I0504 13:22:47.954339 8582 net.cpp:100] Creating Layer Mconv4_stage6_L1 I0504 13:22:47.954344 8582 net.cpp:434] Mconv4_stage6_L1 <- Mconv3_stage6_L1 I0504 13:22:47.954354 8582 net.cpp:408] Mconv4_stage6_L1 -> Mconv4_stage6_L1 I0504 13:22:47.967689 8582 net.cpp:150] Setting up Mconv4_stage6_L1 I0504 13:22:47.967705 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.967710 8582 net.cpp:165] Memory required for data: 5206800960 I0504 13:22:47.967717 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage6_L1 I0504 13:22:47.967725 8582 net.cpp:100] Creating Layer Mrelu4_stage6_L1 I0504 13:22:47.967731 8582 net.cpp:434] Mrelu4_stage6_L1 <- Mconv4_stage6_L1 I0504 13:22:47.967739 8582 net.cpp:395] Mrelu4_stage6_L1 -> Mconv4_stage6_L1 (in-place) I0504 13:22:47.968930 8582 net.cpp:150] Setting up Mrelu4_stage6_L1 I0504 13:22:47.968961 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.968966 8582 net.cpp:165] Memory required for data: 5217634880 I0504 13:22:47.968971 8582 layer_factory.hpp:77] Creating layer Mconv4_stage6_L2 I0504 13:22:47.968984 8582 net.cpp:100] Creating Layer Mconv4_stage6_L2 I0504 13:22:47.968992 8582 net.cpp:434] Mconv4_stage6_L2 <- Mconv3_stage6_L2 I0504 13:22:47.968999 8582 net.cpp:408] Mconv4_stage6_L2 -> Mconv4_stage6_L2 I0504 13:22:47.983520 8582 net.cpp:150] Setting up Mconv4_stage6_L2 I0504 13:22:47.983537 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.983556 8582 net.cpp:165] Memory required for data: 5228468800 I0504 13:22:47.983563 8582 layer_factory.hpp:77] Creating layer Mrelu4_stage6_L2 I0504 13:22:47.983594 8582 net.cpp:100] Creating Layer Mrelu4_stage6_L2 I0504 13:22:47.983603 8582 net.cpp:434] Mrelu4_stage6_L2 <- Mconv4_stage6_L2 I0504 13:22:47.983609 8582 net.cpp:395] Mrelu4_stage6_L2 -> Mconv4_stage6_L2 (in-place) I0504 13:22:47.983832 8582 net.cpp:150] Setting up Mrelu4_stage6_L2 I0504 13:22:47.983845 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.983850 8582 net.cpp:165] Memory required for data: 5239302720 I0504 13:22:47.983855 8582 layer_factory.hpp:77] Creating layer Mconv5_stage6_L1 I0504 13:22:47.983882 8582 net.cpp:100] Creating Layer Mconv5_stage6_L1 I0504 13:22:47.983891 8582 net.cpp:434] Mconv5_stage6_L1 <- Mconv4_stage6_L1 I0504 13:22:47.983913 8582 net.cpp:408] Mconv5_stage6_L1 -> Mconv5_stage6_L1 I0504 13:22:47.998054 8582 net.cpp:150] Setting up Mconv5_stage6_L1 I0504 13:22:47.998070 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.998075 8582 net.cpp:165] Memory required for data: 5250136640 I0504 13:22:47.998082 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage6_L1 I0504 13:22:47.998093 8582 net.cpp:100] Creating Layer Mrelu5_stage6_L1 I0504 13:22:47.998100 8582 net.cpp:434] Mrelu5_stage6_L1 <- Mconv5_stage6_L1 I0504 13:22:47.998109 8582 net.cpp:395] Mrelu5_stage6_L1 -> Mconv5_stage6_L1 (in-place) I0504 13:22:47.998347 8582 net.cpp:150] Setting up Mrelu5_stage6_L1 I0504 13:22:47.998358 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:47.998363 8582 net.cpp:165] Memory required for data: 5260970560 I0504 13:22:47.998368 8582 layer_factory.hpp:77] Creating layer Mconv5_stage6_L2 I0504 13:22:47.998380 8582 net.cpp:100] Creating Layer Mconv5_stage6_L2 I0504 13:22:47.998389 8582 net.cpp:434] Mconv5_stage6_L2 <- Mconv4_stage6_L2 I0504 13:22:47.998397 8582 net.cpp:408] Mconv5_stage6_L2 -> Mconv5_stage6_L2 I0504 13:22:48.013519 8582 net.cpp:150] Setting up Mconv5_stage6_L2 I0504 13:22:48.013536 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.013541 8582 net.cpp:165] Memory required for data: 5271804480 I0504 13:22:48.013550 8582 layer_factory.hpp:77] Creating layer Mrelu5_stage6_L2 I0504 13:22:48.013556 8582 net.cpp:100] Creating Layer Mrelu5_stage6_L2 I0504 13:22:48.013562 8582 net.cpp:434] Mrelu5_stage6_L2 <- Mconv5_stage6_L2 I0504 13:22:48.013568 8582 net.cpp:395] Mrelu5_stage6_L2 -> Mconv5_stage6_L2 (in-place) I0504 13:22:48.013810 8582 net.cpp:150] Setting up Mrelu5_stage6_L2 I0504 13:22:48.013823 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.013828 8582 net.cpp:165] Memory required for data: 5282638400 I0504 13:22:48.013831 8582 layer_factory.hpp:77] Creating layer Mconv6_stage6_L1 I0504 13:22:48.013846 8582 net.cpp:100] Creating Layer Mconv6_stage6_L1 I0504 13:22:48.013855 8582 net.cpp:434] Mconv6_stage6_L1 <- Mconv5_stage6_L1 I0504 13:22:48.013867 8582 net.cpp:408] Mconv6_stage6_L1 -> Mconv6_stage6_L1 I0504 13:22:48.016136 8582 net.cpp:150] Setting up Mconv6_stage6_L1 I0504 13:22:48.016155 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.016160 8582 net.cpp:165] Memory required for data: 5293472320 I0504 13:22:48.016170 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage6_L1 I0504 13:22:48.016176 8582 net.cpp:100] Creating Layer Mrelu6_stage6_L1 I0504 13:22:48.016182 8582 net.cpp:434] Mrelu6_stage6_L1 <- Mconv6_stage6_L1 I0504 13:22:48.016189 8582 net.cpp:395] Mrelu6_stage6_L1 -> Mconv6_stage6_L1 (in-place) I0504 13:22:48.016422 8582 net.cpp:150] Setting up Mrelu6_stage6_L1 I0504 13:22:48.016433 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.016438 8582 net.cpp:165] Memory required for data: 5304306240 I0504 13:22:48.016443 8582 layer_factory.hpp:77] Creating layer Mconv6_stage6_L2 I0504 13:22:48.016454 8582 net.cpp:100] Creating Layer Mconv6_stage6_L2 I0504 13:22:48.016463 8582 net.cpp:434] Mconv6_stage6_L2 <- Mconv5_stage6_L2 I0504 13:22:48.016485 8582 net.cpp:408] Mconv6_stage6_L2 -> Mconv6_stage6_L2 I0504 13:22:48.018733 8582 net.cpp:150] Setting up Mconv6_stage6_L2 I0504 13:22:48.018749 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.018754 8582 net.cpp:165] Memory required for data: 5315140160 I0504 13:22:48.018761 8582 layer_factory.hpp:77] Creating layer Mrelu6_stage6_L2 I0504 13:22:48.018769 8582 net.cpp:100] Creating Layer Mrelu6_stage6_L2 I0504 13:22:48.018775 8582 net.cpp:434] Mrelu6_stage6_L2 <- Mconv6_stage6_L2 I0504 13:22:48.018782 8582 net.cpp:395] Mrelu6_stage6_L2 -> Mconv6_stage6_L2 (in-place) I0504 13:22:48.019964 8582 net.cpp:150] Setting up Mrelu6_stage6_L2 I0504 13:22:48.019994 8582 net.cpp:157] Top shape: 10 128 46 46 (2708480) I0504 13:22:48.019999 8582 net.cpp:165] Memory required for data: 5325974080 I0504 13:22:48.020004 8582 layer_factory.hpp:77] Creating layer Mconv7_stage6_L1 I0504 13:22:48.020016 8582 net.cpp:100] Creating Layer Mconv7_stage6_L1 I0504 13:22:48.020022 8582 net.cpp:434] Mconv7_stage6_L1 <- Mconv6_stage6_L1 I0504 13:22:48.020031 8582 net.cpp:408] Mconv7_stage6_L1 -> Mconv7_stage6_L1 I0504 13:22:48.021157 8582 net.cpp:150] Setting up Mconv7_stage6_L1 I0504 13:22:48.021183 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:48.021188 8582 net.cpp:165] Memory required for data: 5329190400 I0504 13:22:48.021317 8582 layer_factory.hpp:77] Creating layer Mconv7_stage6_L2 I0504 13:22:48.021330 8582 net.cpp:100] Creating Layer Mconv7_stage6_L2 I0504 13:22:48.021337 8582 net.cpp:434] Mconv7_stage6_L2 <- Mconv6_stage6_L2 I0504 13:22:48.021360 8582 net.cpp:408] Mconv7_stage6_L2 -> Mconv7_stage6_L2 I0504 13:22:48.023386 8582 net.cpp:150] Setting up Mconv7_stage6_L2 I0504 13:22:48.023416 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:48.023422 8582 net.cpp:165] Memory required for data: 5337231200 I0504 13:22:48.021194 8582 layer_factory.hpp:77] Creating layer Mconv7_stage6_L1_Mconv7_stage6_L1_0_split I0504 13:22:48.021203 8582 net.cpp:100] Creating Layer Mconv7_stage6_L1_Mconv7_stage6_L1_0_split I0504 13:22:48.021208 8582 net.cpp:434] Mconv7_stage6_L1_Mconv7_stage6_L1_0_split <- Mconv7_stage6_L1 I0504 13:22:48.021216 8582 net.cpp:408] Mconv7_stage6_L1_Mconv7_stage6_L1_0_split -> Mconv7_stage6_L1_Mconv7_stage6_L1_0_split_0 I0504 13:22:48.021224 8582 net.cpp:408] Mconv7_stage6_L1_Mconv7_stage6_L1_0_split -> Mconv7_stage6_L1_Mconv7_stage6_L1_0_split_1 I0504 13:22:48.021296 8582 net.cpp:150] Setting up Mconv7_stage6_L1_Mconv7_stage6_L1_0_split I0504 13:22:48.021304 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:48.021309 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:48.021312 8582 net.cpp:165] Memory required for data: 5335623040 I0504 13:22:48.023428 8582 layer_factory.hpp:77] Creating layer Mconv7_stage6_L2_Mconv7_stage6_L2_0_split I0504 13:22:48.023437 8582 net.cpp:100] Creating Layer Mconv7_stage6_L2_Mconv7_stage6_L2_0_split I0504 13:22:48.023442 8582 net.cpp:434] Mconv7_stage6_L2_Mconv7_stage6_L2_0_split <- Mconv7_stage6_L2 I0504 13:22:48.023449 8582 net.cpp:408] Mconv7_stage6_L2_Mconv7_stage6_L2_0_split -> Mconv7_stage6_L2_Mconv7_stage6_L2_0_split_0 I0504 13:22:48.023458 8582 net.cpp:408] Mconv7_stage6_L2_Mconv7_stage6_L2_0_split -> Mconv7_stage6_L2_Mconv7_stage6_L2_0_split_1 I0504 13:22:48.023535 8582 net.cpp:150] Setting up Mconv7_stage6_L2_Mconv7_stage6_L2_0_split I0504 13:22:48.023543 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:48.023548 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:48.023553 8582 net.cpp:165] Memory required for data: 5340447520 I0504 13:22:48.023561 8582 layer_factory.hpp:77] Creating layer weight_stage6_L1 I0504 13:22:48.023569 8582 net.cpp:100] Creating Layer weight_stage6_L1 I0504 13:22:48.023574 8582 net.cpp:434] weight_stage6_L1 <- Mconv7_stage6_L1_Mconv7_stage6_L1_0_split_0 I0504 13:22:48.023581 8582 net.cpp:434] weight_stage6_L1 <- vec_weight_vec_weight_0_split_6 I0504 13:22:48.023589 8582 net.cpp:408] weight_stage6_L1 -> weight_stage6_L1 I0504 13:22:48.023659 8582 net.cpp:150] Setting up weight_stage6_L1 I0504 13:22:48.023669 8582 net.cpp:157] Top shape: 10 38 46 46 (804080) I0504 13:22:48.023672 8582 net.cpp:165] Memory required for data: 5343663840 I0504 13:22:48.023677 8582 layer_factory.hpp:77] Creating layer loss_stage6_L1 I0504 13:22:48.023684 8582 net.cpp:100] Creating Layer loss_stage6_L1 I0504 13:22:48.023689 8582 net.cpp:434] loss_stage6_L1 <- weight_stage6_L1 I0504 13:22:48.023697 8582 net.cpp:434] loss_stage6_L1 <- label_vec_label_vec_0_split_5 I0504 13:22:48.023710 8582 net.cpp:408] loss_stage6_L1 -> loss_stage6_L1 I0504 13:22:48.023769 8582 net.cpp:150] Setting up loss_stage6_L1 I0504 13:22:48.023778 8582 net.cpp:157] Top shape: (1) I0504 13:22:48.023782 8582 net.cpp:160] with loss weight 1 I0504 13:22:48.023797 8582 net.cpp:165] Memory required for data: 5343663844 I0504 13:22:48.023804 8582 layer_factory.hpp:77] Creating layer weight_stage6_L2 I0504 13:22:48.023811 8582 net.cpp:100] Creating Layer weight_stage6_L2 I0504 13:22:48.023816 8582 net.cpp:434] weight_stage6_L2 <- Mconv7_stage6_L2_Mconv7_stage6_L2_0_split_0 I0504 13:22:48.023824 8582 net.cpp:434] weight_stage6_L2 <- heat_weight_vec_weight_1_split_6 I0504 13:22:48.023831 8582 net.cpp:408] weight_stage6_L2 -> weight_stage6_L2 I0504 13:22:48.023871 8582 net.cpp:150] Setting up weight_stage6_L2 I0504 13:22:48.023895 8582 net.cpp:157] Top shape: 10 19 46 46 (402040) I0504 13:22:48.023898 8582 net.cpp:165] Memory required for data: 5345272004 I0504 13:22:48.023902 8582 layer_factory.hpp:77] Creating layer loss_stage6_L2 I0504 13:22:48.023908 8582 net.cpp:100] Creating Layer loss_stage6_L2 I0504 13:22:48.023914 8582 net.cpp:434] loss_stage6_L2 <- weight_stage6_L2 I0504 13:22:48.023921 8582 net.cpp:434] loss_stage6_L2 <- label_heat_label_heat_0_split_5 I0504 13:22:48.023926 8582 net.cpp:408] loss_stage6_L2 -> loss_stage6_L2 I0504 13:22:48.023983 8582 net.cpp:150] Setting up loss_stage6_L2 I0504 13:22:48.023990 8582 net.cpp:157] Top shape: (1) I0504 13:22:48.023994 8582 net.cpp:160] with loss weight 1 I0504 13:22:48.024000 8582 net.cpp:165] Memory required for data: 5345272008 I0504 13:22:48.024005 8582 layer_factory.hpp:77] Creating layer concat_stage7 I0504 13:22:48.024013 8582 net.cpp:100] Creating Layer concat_stage7 I0504 13:22:48.024019 8582 net.cpp:434] concat_stage7 <- Mconv7_stage6_L1_Mconv7_stage6_L1_0_split_1 I0504 13:22:48.024029 8582 net.cpp:434] concat_stage7 <- Mconv7_stage6_L2_Mconv7_stage6_L2_0_split_1 I0504 13:22:48.024036 8582 net.cpp:408] concat_stage7 -> concat_stage7 I0504 13:22:48.024073 8582 net.cpp:150] Setting up concat_stage7 I0504 13:22:48.024081 8582 net.cpp:157] Top shape: 10 57 46 46 (1206120) I0504 13:22:48.024085 8582 net.cpp:165] Memory required for data: 5350096488 I0504 13:22:48.024089 8582 layer_factory.hpp:77] Creating layer pconv1 I0504 13:22:48.024101 8582 net.cpp:100] Creating Layer pconv1 I0504 13:22:48.024106 8582 net.cpp:434] pconv1 <- concat_stage7 I0504 13:22:48.024113 8582 net.cpp:408] pconv1 -> pconv1 I0504 13:22:48.035728 8582 net.cpp:150] Setting up pconv1 I0504 13:22:48.035761 8582 net.cpp:157] Top shape: 10 96 9 9 (77760) I0504 13:22:48.035766 8582 net.cpp:165] Memory required for data: 5350407528 I0504 13:22:48.035773 8582 layer_factory.hpp:77] Creating layer relu1 I0504 13:22:48.035781 8582 net.cpp:100] Creating Layer relu1 I0504 13:22:48.035786 8582 net.cpp:434] relu1 <- pconv1 I0504 13:22:48.035794 8582 net.cpp:395] relu1 -> pconv1 (in-place) I0504 13:22:48.036937 8582 net.cpp:150] Setting up relu1 I0504 13:22:48.036967 8582 net.cpp:157] Top shape: 10 96 9 9 (77760) I0504 13:22:48.036970 8582 net.cpp:165] Memory required for data: 5350718568 I0504 13:22:48.036974 8582 layer_factory.hpp:77] Creating layer norm1 I0504 13:22:48.036988 8582 net.cpp:100] Creating Layer norm1 I0504 13:22:48.036993 8582 net.cpp:434] norm1 <- pconv1 I0504 13:22:48.036999 8582 net.cpp:408] norm1 -> norm1 I0504 13:22:48.037282 8582 net.cpp:150] Setting up norm1 I0504 13:22:48.037308 8582 net.cpp:157] Top shape: 10 96 9 9 (77760) I0504 13:22:48.037313 8582 net.cpp:165] Memory required for data: 5351029608 I0504 13:22:48.037317 8582 layer_factory.hpp:77] Creating layer pool1 I0504 13:22:48.037325 8582 net.cpp:100] Creating Layer pool1 I0504 13:22:48.037330 8582 net.cpp:434] pool1 <- norm1 I0504 13:22:48.037336 8582 net.cpp:408] pool1 -> pool1 I0504 13:22:48.037397 8582 net.cpp:150] Setting up pool1 I0504 13:22:48.037405 8582 net.cpp:157] Top shape: 10 96 4 4 (15360) I0504 13:22:48.037410 8582 net.cpp:165] Memory required for data: 5351091048 I0504 13:22:48.037413 8582 layer_factory.hpp:77] Creating layer conv2 I0504 13:22:48.037428 8582 net.cpp:100] Creating Layer conv2 I0504 13:22:48.037433 8582 net.cpp:434] conv2 <- pool1 I0504 13:22:48.037441 8582 net.cpp:408] conv2 -> conv2 I0504 13:22:48.045194 8582 net.cpp:150] Setting up conv2 I0504 13:22:48.045224 8582 net.cpp:157] Top shape: 10 256 4 4 (40960) I0504 13:22:48.045228 8582 net.cpp:165] Memory required for data: 5351254888 I0504 13:22:48.045235 8582 layer_factory.hpp:77] Creating layer relu2 I0504 13:22:48.045243 8582 net.cpp:100] Creating Layer relu2 I0504 13:22:48.045246 8582 net.cpp:434] relu2 <- conv2 I0504 13:22:48.045253 8582 net.cpp:395] relu2 -> conv2 (in-place) I0504 13:22:48.045478 8582 net.cpp:150] Setting up relu2 I0504 13:22:48.045490 8582 net.cpp:157] Top shape: 10 256 4 4 (40960) I0504 13:22:48.045493 8582 net.cpp:165] Memory required for data: 5351418728 I0504 13:22:48.045497 8582 layer_factory.hpp:77] Creating layer norm2 I0504 13:22:48.045506 8582 net.cpp:100] Creating Layer norm2 I0504 13:22:48.045516 8582 net.cpp:434] norm2 <- conv2 I0504 13:22:48.045521 8582 net.cpp:408] norm2 -> norm2 I0504 13:22:48.045769 8582 net.cpp:150] Setting up norm2 I0504 13:22:48.045779 8582 net.cpp:157] Top shape: 10 256 4 4 (40960) I0504 13:22:48.045785 8582 net.cpp:165] Memory required for data: 5351582568 I0504 13:22:48.045790 8582 layer_factory.hpp:77] Creating layer pool2 I0504 13:22:48.045800 8582 net.cpp:100] Creating Layer pool2 I0504 13:22:48.045805 8582 net.cpp:434] pool2 <- norm2 I0504 13:22:48.045812 8582 net.cpp:408] pool2 -> pool2 I0504 13:22:48.045869 8582 net.cpp:150] Setting up pool2 I0504 13:22:48.045877 8582 net.cpp:157] Top shape: 10 256 2 2 (10240) I0504 13:22:48.045881 8582 net.cpp:165] Memory required for data: 5351623528 I0504 13:22:48.045886 8582 layer_factory.hpp:77] Creating layer conv3 I0504 13:22:48.045898 8582 net.cpp:100] Creating Layer conv3 I0504 13:22:48.045902 8582 net.cpp:434] conv3 <- pool2 I0504 13:22:48.045912 8582 net.cpp:408] conv3 -> conv3 I0504 13:22:48.060531 8582 net.cpp:150] Setting up conv3 I0504 13:22:48.060562 8582 net.cpp:157] Top shape: 10 384 2 2 (15360) I0504 13:22:48.060566 8582 net.cpp:165] Memory required for data: 5351684968 I0504 13:22:48.060575 8582 layer_factory.hpp:77] Creating layer relu3 I0504 13:22:48.060582 8582 net.cpp:100] Creating Layer relu3 I0504 13:22:48.060586 8582 net.cpp:434] relu3 <- conv3 I0504 13:22:48.060592 8582 net.cpp:395] relu3 -> conv3 (in-place) I0504 13:22:48.060818 8582 net.cpp:150] Setting up relu3 I0504 13:22:48.060830 8582 net.cpp:157] Top shape: 10 384 2 2 (15360) I0504 13:22:48.060834 8582 net.cpp:165] Memory required for data: 5351746408 I0504 13:22:48.060839 8582 layer_factory.hpp:77] Creating layer conv4 I0504 13:22:48.060850 8582 net.cpp:100] Creating Layer conv4 I0504 13:22:48.060859 8582 net.cpp:434] conv4 <- conv3 I0504 13:22:48.060881 8582 net.cpp:408] conv4 -> conv4 I0504 13:22:48.074031 8582 net.cpp:150] Setting up conv4 I0504 13:22:48.074061 8582 net.cpp:157] Top shape: 10 384 2 2 (15360) I0504 13:22:48.074066 8582 net.cpp:165] Memory required for data: 5351807848 I0504 13:22:48.074074 8582 layer_factory.hpp:77] Creating layer relu4 I0504 13:22:48.074085 8582 net.cpp:100] Creating Layer relu4 I0504 13:22:48.074090 8582 net.cpp:434] relu4 <- conv4 I0504 13:22:48.074097 8582 net.cpp:395] relu4 -> conv4 (in-place) I0504 13:22:48.074322 8582 net.cpp:150] Setting up relu4 I0504 13:22:48.074357 8582 net.cpp:157] Top shape: 10 384 2 2 (15360) I0504 13:22:48.074362 8582 net.cpp:165] Memory required for data: 5351869288 I0504 13:22:48.074368 8582 layer_factory.hpp:77] Creating layer conv5 I0504 13:22:48.074380 8582 net.cpp:100] Creating Layer conv5 I0504 13:22:48.074388 8582 net.cpp:434] conv5 <- conv4 I0504 13:22:48.074409 8582 net.cpp:408] conv5 -> conv5 I0504 13:22:48.084981 8582 net.cpp:150] Setting up conv5 I0504 13:22:48.085014 8582 net.cpp:157] Top shape: 10 256 2 2 (10240) I0504 13:22:48.085018 8582 net.cpp:165] Memory required for data: 5351910248 I0504 13:22:48.085026 8582 layer_factory.hpp:77] Creating layer relu5 I0504 13:22:48.085032 8582 net.cpp:100] Creating Layer relu5 I0504 13:22:48.085037 8582 net.cpp:434] relu5 <- conv5 I0504 13:22:48.085042 8582 net.cpp:395] relu5 -> conv5 (in-place) I0504 13:22:48.085266 8582 net.cpp:150] Setting up relu5 I0504 13:22:48.085278 8582 net.cpp:157] Top shape: 10 256 2 2 (10240) I0504 13:22:48.085289 8582 net.cpp:165] Memory required for data: 5351951208 I0504 13:22:48.085292 8582 layer_factory.hpp:77] Creating layer pool5 I0504 13:22:48.085300 8582 net.cpp:100] Creating Layer pool5 I0504 13:22:48.085304 8582 net.cpp:434] pool5 <- conv5 I0504 13:22:48.085312 8582 net.cpp:408] pool5 -> pool5 I0504 13:22:48.085376 8582 net.cpp:150] Setting up pool5 I0504 13:22:48.085384 8582 net.cpp:157] Top shape: 10 256 1 1 (2560) I0504 13:22:48.085387 8582 net.cpp:165] Memory required for data: 5351961448 I0504 13:22:48.085392 8582 layer_factory.hpp:77] Creating layer pfc6 I0504 13:22:48.085402 8582 net.cpp:100] Creating Layer pfc6 I0504 13:22:48.085407 8582 net.cpp:434] pfc6 <- pool5 I0504 13:22:48.085415 8582 net.cpp:408] pfc6 -> pfc6 I0504 13:22:48.099845 8582 net.cpp:150] Setting up pfc6 I0504 13:22:48.099874 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.099879 8582 net.cpp:165] Memory required for data: 5352125288 I0504 13:22:48.099885 8582 layer_factory.hpp:77] Creating layer relu6 I0504 13:22:48.099892 8582 net.cpp:100] Creating Layer relu6 I0504 13:22:48.099897 8582 net.cpp:434] relu6 <- pfc6 I0504 13:22:48.099902 8582 net.cpp:395] relu6 -> pfc6 (in-place) I0504 13:22:48.101011 8582 net.cpp:150] Setting up relu6 I0504 13:22:48.101039 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.101043 8582 net.cpp:165] Memory required for data: 5352289128 I0504 13:22:48.101047 8582 layer_factory.hpp:77] Creating layer drop6 I0504 13:22:48.101058 8582 net.cpp:100] Creating Layer drop6 I0504 13:22:48.101063 8582 net.cpp:434] drop6 <- pfc6 I0504 13:22:48.101068 8582 net.cpp:395] drop6 -> pfc6 (in-place) I0504 13:22:48.101128 8582 net.cpp:150] Setting up drop6 I0504 13:22:48.101136 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.101140 8582 net.cpp:165] Memory required for data: 5352452968 I0504 13:22:48.101145 8582 layer_factory.hpp:77] Creating layer fc7 I0504 13:22:48.101151 8582 net.cpp:100] Creating Layer fc7 I0504 13:22:48.101156 8582 net.cpp:434] fc7 <- pfc6 I0504 13:22:48.101166 8582 net.cpp:408] fc7 -> fc7 I0504 13:22:48.343994 8582 net.cpp:150] Setting up fc7 I0504 13:22:48.344045 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.344050 8582 net.cpp:165] Memory required for data: 5352616808 I0504 13:22:48.344063 8582 layer_factory.hpp:77] Creating layer relu7 I0504 13:22:48.344075 8582 net.cpp:100] Creating Layer relu7 I0504 13:22:48.344084 8582 net.cpp:434] relu7 <- fc7 I0504 13:22:48.344090 8582 net.cpp:395] relu7 -> fc7 (in-place) I0504 13:22:48.344421 8582 net.cpp:150] Setting up relu7 I0504 13:22:48.344447 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.344451 8582 net.cpp:165] Memory required for data: 5352780648 I0504 13:22:48.344455 8582 layer_factory.hpp:77] Creating layer drop7 I0504 13:22:48.344467 8582 net.cpp:100] Creating Layer drop7 I0504 13:22:48.344471 8582 net.cpp:434] drop7 <- fc7 I0504 13:22:48.344478 8582 net.cpp:395] drop7 -> fc7 (in-place) I0504 13:22:48.344521 8582 net.cpp:150] Setting up drop7 I0504 13:22:48.344547 8582 net.cpp:157] Top shape: 10 4096 (40960) I0504 13:22:48.344552 8582 net.cpp:165] Memory required for data: 5352944488 I0504 13:22:48.344555 8582 layer_factory.hpp:77] Creating layer hp_fc8 I0504 13:22:48.344568 8582 net.cpp:100] Creating Layer hp_fc8 I0504 13:22:48.344571 8582 net.cpp:434] hp_fc8 <- fc7 I0504 13:22:48.344580 8582 net.cpp:408] hp_fc8 -> hp_fc8 I0504 13:22:48.348892 8582 net.cpp:150] Setting up hp_fc8 I0504 13:22:48.348922 8582 net.cpp:157] Top shape: 10 51 (510) I0504 13:22:48.348927 8582 net.cpp:165] Memory required for data: 5352946528 I0504 13:22:48.348933 8582 layer_factory.hpp:77] Creating layer lp_loss I0504 13:22:48.348999 8582 net.cpp:100] Creating Layer lp_loss I0504 13:22:48.349005 8582 net.cpp:434] lp_loss <- hp_fc8 I0504 13:22:48.349012 8582 net.cpp:434] lp_loss <- pos3Dlabel I0504 13:22:48.349020 8582 net.cpp:408] lp_loss -> lp_loss