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sanghoon / pva-faster-rcnn

Demo code for PVANet
https://arxiv.org/abs/1611.08588
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The loss is nan in the lite model finetune with test_690K.model #26

Open yuxishanwai opened 7 years ago

yuxishanwai commented 7 years ago

I used the test_690K.model and original.pt in the lite model for fine-tuning. There are only two categories for training，The result is : I1128 09:50:39.461268 20811 net.cpp:608] [Forward] Layer input-data, top blob data data: 52.5027 I1128 09:50:39.461340 20811 net.cpp:608] [Forward] Layer input-data, top blob im_info data: 321.144 I1128 09:50:39.461350 20811 net.cpp:608] [Forward] Layer input-data, top blob gt_boxes data: 401.691 I1128 09:50:39.462455 20811 net.cpp:608] [Forward] Layer data_input-data_0_split, top blob data_input-data_0_split_0 data: 52.5027 I1128 09:50:39.463603 20811 net.cpp:608] [Forward] Layer data_input-data_0_split, top blob data_input-data_0_split_1 data: 52.5027 I1128 09:50:39.463634 20811 net.cpp:608] [Forward] Layer im_info_input-data_1_split, top blob im_info_input-data_1_split_0 data: 321.144 I1128 09:50:39.463642 20811 net.cpp:608] [Forward] Layer im_info_input-data_1_split, top blob im_info_input-data_1_split_1 data: 321.144 I1128 09:50:39.463652 20811 net.cpp:608] [Forward] Layer gt_boxes_input-data_2_split, top blob gt_boxes_input-data_2_split_0 data: 401.691 I1128 09:50:39.463660 20811 net.cpp:608] [Forward] Layer gt_boxes_input-data_2_split, top blob gt_boxes_input-data_2_split_1 data: 401.691 I1128 09:50:39.469156 20811 net.cpp:608] [Forward] Layer conv1, top blob conv1 data: 1.59595 I1128 09:50:39.469223 20811 net.cpp:620] [Forward] Layer conv1, param blob 0 data: 0.00404756 I1128 09:50:39.469260 20811 net.cpp:620] [Forward] Layer conv1, param blob 1 data: 1.39765 I1128 09:50:39.472007 20811 net.cpp:608] [Forward] Layer conv1/bn, top blob conv1 data: 504.685 I1128 09:50:39.472070 20811 net.cpp:620] [Forward] Layer conv1/bn, param blob 0 data: 0 I1128 09:50:39.472110 20811 net.cpp:620] [Forward] Layer conv1/bn, param blob 1 data: 0 I1128 09:50:39.472121 20811 net.cpp:620] [Forward] Layer conv1/bn, param blob 2 data: 0 I1128 09:50:39.473464 20811 net.cpp:608] [Forward] Layer conv1/scale, top blob conv1 data: 504.685 I1128 09:50:39.473526 20811 net.cpp:620] [Forward] Layer conv1/scale, param blob 0 data: 1 I1128 09:50:39.473559 20811 net.cpp:620] [Forward] Layer conv1/scale, param blob 1 data: 0 I1128 09:50:39.474113 20811 net.cpp:608] [Forward] Layer relu1, top blob conv1 data: 233.725 I1128 09:50:39.476871 20811 net.cpp:608] [Forward] Layer conv2, top blob conv2 data: 531.794 I1128 09:50:39.476934 20811 net.cpp:620] [Forward] Layer conv2, param blob 0 data: 0.0443382 I1128 09:50:39.476970 20811 net.cpp:620] [Forward] Layer conv2, param blob 1 data: 1.43271 I1128 09:50:39.478186 20811 net.cpp:608] [Forward] Layer conv2/bn, top blob conv2 data: 168168 I1128 09:50:39.478248 20811 net.cpp:620] [Forward] Layer conv2/bn, param blob 0 data: 0 I1128 09:50:39.478283 20811 net.cpp:620] [Forward] Layer conv2/bn, param blob 1 data: 0 I1128 09:50:39.478294 20811 net.cpp:620] [Forward] Layer conv2/bn, param blob 2 data: 0 I1128 09:50:39.479002 20811 net.cpp:608] [Forward] Layer conv2/scale, top blob conv2 data: 168168 I1128 09:50:39.479048 20811 net.cpp:620] [Forward] Layer conv2/scale, param blob 0 data: 1 I1128 09:50:39.479082 20811 net.cpp:620] [Forward] Layer conv2/scale, param blob 1 data: 0 I1128 09:50:39.479312 20811 net.cpp:608] [Forward] Layer relu2, top blob conv2 data: 43591.3 I1128 09:50:39.480777 20811 net.cpp:608] [Forward] Layer conv3, top blob conv3 data: 87148.2 I1128 09:50:39.480840 20811 net.cpp:620] [Forward] Layer conv3, param blob 0 data: 0.0234285 I1128 09:50:39.480875 20811 net.cpp:620] [Forward] Layer conv3, param blob 1 data: 0.90888 I1128 09:50:39.481591 20811 net.cpp:608] [Forward] Layer conv3/bn, top blob conv3 data: 2.75587e+07 I1128 09:50:39.481639 20811 net.cpp:620] [Forward] Layer conv3/bn, param blob 0 data: 0 I1128 09:50:39.481676 20811 net.cpp:620] [Forward] Layer conv3/bn, param blob 1 data: 0 I1128 09:50:39.481688 20811 net.cpp:620] [Forward] Layer conv3/bn, param blob 2 data: 0 I1128 09:50:39.482126 20811 net.cpp:608] [Forward] Layer conv3/scale, top blob conv3 data: 2.75587e+07 I1128 09:50:39.482187 20811 net.cpp:620] [Forward] Layer conv3/scale, param blob 0 data: 1 I1128 09:50:39.482223 20811 net.cpp:620] [Forward] Layer conv3/scale, param blob 1 data: 0 I1128 09:50:39.482357 20811 net.cpp:608] [Forward] Layer relu3, top blob conv3 data: 5.31553e+06 I1128 09:50:39.482434 20811 net.cpp:608] [Forward] Layer conv3_relu3_0_split, top blob conv3_relu3_0_split_0 data: 5.31553e+06 I1128 09:50:39.482506 20811 net.cpp:608] [Forward] Layer conv3_relu3_0_split, top blob conv3_relu3_0_split_1 data: 5.31553e+06 I1128 09:50:39.482578 20811 net.cpp:608] [Forward] Layer conv3_relu3_0_split, top blob conv3_relu3_0_split_2 data: 5.31553e+06 I1128 09:50:39.482647 20811 net.cpp:608] [Forward] Layer conv3_relu3_0_split, top blob conv3_relu3_0_split_3 data: 5.31553e+06 I1128 09:50:39.483050 20811 net.cpp:608] [Forward] Layer inc3a/pool1, top blob inc3a/pool1 data: 1.16056e+07 I1128 09:50:39.483391 20811 net.cpp:608] [Forward] Layer inc3a/conv1, top blob inc3a/conv1 data: 2.59158e+07 I1128 09:50:39.483438 20811 net.cpp:620] [Forward] Layer inc3a/conv1, param blob 0 data: 0.0797974 I1128 09:50:39.483474 20811 net.cpp:620] [Forward] Layer inc3a/conv1, param blob 1 data: 1.80226 I1128 09:50:39.484019 20811 net.cpp:608] [Forward] Layer inc3a/conv1/bn, top blob inc3a/conv1 data: 8.19529e+09 I1128 09:50:39.484066 20811 net.cpp:620] [Forward] Layer inc3a/conv1/bn, param blob 0 data: 0 I1128 09:50:39.484105 20811 net.cpp:620] [Forward] Layer inc3a/conv1/bn, param blob 1 data: 0 I1128 09:50:39.484134 20811 net.cpp:620] [Forward] Layer inc3a/conv1/bn, param blob 2 data: 0 I1128 09:50:39.484411 20811 net.cpp:608] [Forward] Layer inc3a/conv1/scale, top blob inc3a/conv1 data: 8.19529e+09 I1128 09:50:39.484516 20811 net.cpp:620] [Forward] Layer inc3a/conv1/scale, param blob 0 data: 1 I1128 09:50:39.484551 20811 net.cpp:620] [Forward] Layer inc3a/conv1/scale, param blob 1 data: 0 I1128 09:50:39.484599 20811 net.cpp:608] [Forward] Layer inc3a/relu1, top blob inc3a/conv1 data: 2.12662e+09 I1128 09:50:39.484992 20811 net.cpp:608] [Forward] Layer inc3a/conv3_1, top blob inc3a/conv3_1 data: 1.63556e+07 I1128 09:50:39.485038 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1, param blob 0 data: 0.0775309 I1128 09:50:39.485074 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1, param blob 1 data: 1.72792 I1128 09:50:39.485589 20811 net.cpp:608] [Forward] Layer inc3a/conv3_1/bn, top blob inc3a/conv3_1 data: 5.17211e+09 I1128 09:50:39.485651 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1/bn, param blob 0 data: 0 I1128 09:50:39.485685 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1/bn, param blob 1 data: 0 I1128 09:50:39.485697 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1/bn, param blob 2 data: 0 I1128 09:50:39.485935 20811 net.cpp:608] [Forward] Layer inc3a/conv3_1/scale, top blob inc3a/conv3_1 data: 5.17211e+09 I1128 09:50:39.485980 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1/scale, param blob 0 data: 1 I1128 09:50:39.486016 20811 net.cpp:620] [Forward] Layer inc3a/conv3_1/scale, param blob 1 data: 0 I1128 09:50:39.486063 20811 net.cpp:608] [Forward] Layer inc3a/relu3_1, top blob inc3a/conv3_1 data: 3.01208e+09 I1128 09:50:39.486531 20811 net.cpp:608] [Forward] Layer inc3a/conv3_2, top blob inc3a/conv3_2 data: 4.763e+09 I1128 09:50:39.486577 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2, param blob 0 data: 0.0346724 I1128 09:50:39.486614 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2, param blob 1 data: 1.1992 I1128 09:50:39.487105 20811 net.cpp:608] [Forward] Layer inc3a/conv3_2/bn, top blob inc3a/conv3_2 data: 1.50619e+12 I1128 09:50:39.487152 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2/bn, param blob 0 data: 0 I1128 09:50:39.487187 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2/bn, param blob 1 data: 0 I1128 09:50:39.487200 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2/bn, param blob 2 data: 0 I1128 09:50:39.487448 20811 net.cpp:608] [Forward] Layer inc3a/conv3_2/scale, top blob inc3a/conv3_2 data: 1.50619e+12 I1128 09:50:39.487493 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2/scale, param blob 0 data: 1 I1128 09:50:39.487529 20811 net.cpp:620] [Forward] Layer inc3a/conv3_2/scale, param blob 1 data: 0 I1128 09:50:39.487576 20811 net.cpp:608] [Forward] Layer inc3a/relu3_2, top blob inc3a/conv3_2 data: 9.85161e+11 I1128 09:50:39.487929 20811 net.cpp:608] [Forward] Layer inc3a/conv5_1, top blob inc3a/conv5_1 data: 1.93234e+07 I1128 09:50:39.487977 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1, param blob 0 data: 0.133948 I1128 09:50:39.488013 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1, param blob 1 data: 1.39471 I1128 09:50:39.488543 20811 net.cpp:608] [Forward] Layer inc3a/conv5_1/bn, top blob inc3a/conv5_1 data: 6.11059e+09 I1128 09:50:39.488591 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1/bn, param blob 0 data: 0 I1128 09:50:39.488627 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1/bn, param blob 1 data: 0 I1128 09:50:39.488639 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1/bn, param blob 2 data: 0 I1128 09:50:39.488883 20811 net.cpp:608] [Forward] Layer inc3a/conv5_1/scale, top blob inc3a/conv5_1 data: 6.11059e+09 I1128 09:50:39.488927 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1/scale, param blob 0 data: 1 I1128 09:50:39.488962 20811 net.cpp:620] [Forward] Layer inc3a/conv5_1/scale, param blob 1 data: 0 I1128 09:50:39.489009 20811 net.cpp:608] [Forward] Layer inc3a/relu5_1, top blob inc3a/conv5_1 data: 2.17753e+09 I1128 09:50:39.489634 20811 net.cpp:608] [Forward] Layer inc3a/conv5_2, top blob inc3a/conv5_2 data: 4.70098e+09 I1128 09:50:39.489682 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2, param blob 0 data: 0.0970994 I1128 09:50:39.489717 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2, param blob 1 data: 0.49631 I1128 09:50:39.490288 20811 net.cpp:608] [Forward] Layer inc3a/conv5_2/bn, top blob inc3a/conv5_2 data: 1.48658e+12 I1128 09:50:39.490334 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2/bn, param blob 0 data: 0 I1128 09:50:39.490370 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2/bn, param blob 1 data: 0 I1128 09:50:39.490381 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2/bn, param blob 2 data: 0 I1128 09:50:39.490669 20811 net.cpp:608] [Forward] Layer inc3a/conv5_2/scale, top blob inc3a/conv5_2 data: 1.48658e+12 I1128 09:50:39.490743 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2/scale, param blob 0 data: 1 I1128 09:50:39.490777 20811 net.cpp:620] [Forward] Layer inc3a/conv5_2/scale, param blob 1 data: 0 I1128 09:50:39.490828 20811 net.cpp:608] [Forward] Layer inc3a/relu5_2, top blob inc3a/conv5_2 data: 1.82903e+11 I1128 09:50:39.491261 20811 net.cpp:608] [Forward] Layer inc3a/conv5_3, top blob inc3a/conv5_3 data: 7.66628e+11 I1128 09:50:39.491307 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3, param blob 0 data: 0.0626571 I1128 09:50:39.491343 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3, param blob 1 data: 0.60695 I1128 09:50:39.491828 20811 net.cpp:608] [Forward] Layer inc3a/conv5_3/bn, top blob inc3a/conv5_3 data: 2.42429e+14 I1128 09:50:39.491875 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3/bn, param blob 0 data: 0 I1128 09:50:39.491911 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3/bn, param blob 1 data: 0 I1128 09:50:39.491924 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3/bn, param blob 2 data: 0 I1128 09:50:39.492168 20811 net.cpp:608] [Forward] Layer inc3a/conv5_3/scale, top blob inc3a/conv5_3 data: 2.42429e+14 I1128 09:50:39.492213 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3/scale, param blob 0 data: 1 I1128 09:50:39.492249 20811 net.cpp:620] [Forward] Layer inc3a/conv5_3/scale, param blob 1 data: 0 I1128 09:50:39.492292 20811 net.cpp:608] [Forward] Layer inc3a/relu5_3, top blob inc3a/conv5_3 data: 1.12693e+14 I1128 09:50:39.492569 20811 net.cpp:608] [Forward] Layer inc3a, top blob inc3a data: 1.91116e+13 I1128 09:50:39.492635 20811 net.cpp:608] [Forward] Layer inc3a_inc3a_0_split, top blob inc3a_inc3a_0_split_0 data: 1.91116e+13 I1128 09:50:39.492688 20811 net.cpp:608] [Forward] Layer inc3a_inc3a_0_split, top blob inc3a_inc3a_0_split_1 data: 1.91116e+13 I1128 09:50:39.492743 20811 net.cpp:608] [Forward] Layer inc3a_inc3a_0_split, top blob inc3a_inc3a_0_split_2 data: 1.91116e+13 I1128 09:50:39.493124 20811 net.cpp:608] [Forward] Layer inc3b/conv1, top blob inc3b/conv1 data: 1.63891e+14 I1128 09:50:39.493171 20811 net.cpp:620] [Forward] Layer inc3b/conv1, param blob 0 data: 0.0742018 I1128 09:50:39.493208 20811 net.cpp:620] [Forward] Layer inc3b/conv1, param blob 1 data: 1.27397 I1128 09:50:39.493736 20811 net.cpp:608] [Forward] Layer inc3b/conv1/bn, top blob inc3b/conv1 data: 5.1827e+16 I1128 09:50:39.493782 20811 net.cpp:620] [Forward] Layer inc3b/conv1/bn, param blob 0 data: 0 I1128 09:50:39.493818 20811 net.cpp:620] [Forward] Layer inc3b/conv1/bn, param blob 1 data: 0 I1128 09:50:39.493831 20811 net.cpp:620] [Forward] Layer inc3b/conv1/bn, param blob 2 data: 0 I1128 09:50:39.494108 20811 net.cpp:608] [Forward] Layer inc3b/conv1/scale, top blob inc3b/conv1 data: 5.1827e+16 I1128 09:50:39.494182 20811 net.cpp:620] [Forward] Layer inc3b/conv1/scale, param blob 0 data: 1 I1128 09:50:39.494216 20811 net.cpp:620] [Forward] Layer inc3b/conv1/scale, param blob 1 data: 0 I1128 09:50:39.494264 20811 net.cpp:608] [Forward] Layer inc3b/relu1, top blob inc3b/conv1 data: 2.39785e+16 I1128 09:50:39.494468 20811 net.cpp:608] [Forward] Layer inc3b/conv3_1, top blob inc3b/conv3_1 data: 2.14699e+14 I1128 09:50:39.494511 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1, param blob 0 data: 0.0790749 I1128 09:50:39.494546 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1, param blob 1 data: 1.53656 I1128 09:50:39.494806 20811 net.cpp:608] [Forward] Layer inc3b/conv3_1/bn, top blob inc3b/conv3_1 data: 6.78939e+16 I1128 09:50:39.494845 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1/bn, param blob 0 data: 0 I1128 09:50:39.494880 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1/bn, param blob 1 data: 0 I1128 09:50:39.494892 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1/bn, param blob 2 data: 0 I1128 09:50:39.495128 20811 net.cpp:608] [Forward] Layer inc3b/conv3_1/scale, top blob inc3b/conv3_1 data: 6.78939e+16 I1128 09:50:39.495174 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1/scale, param blob 0 data: 1 I1128 09:50:39.495208 20811 net.cpp:620] [Forward] Layer inc3b/conv3_1/scale, param blob 1 data: 0 I1128 09:50:39.495250 20811 net.cpp:608] [Forward] Layer inc3b/relu3_1, top blob inc3b/conv3_1 data: 3.83192e+16 I1128 09:50:39.495718 20811 net.cpp:608] [Forward] Layer inc3b/conv3_2, top blob inc3b/conv3_2 data: 5.82418e+16 I1128 09:50:39.495765 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2, param blob 0 data: 0.0763123 I1128 09:50:39.495802 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2, param blob 1 data: 0.679592 I1128 09:50:39.496307 20811 net.cpp:608] [Forward] Layer inc3b/conv3_2/bn, top blob inc3b/conv3_2 data: 1.84177e+19 I1128 09:50:39.496353 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2/bn, param blob 0 data: 0 I1128 09:50:39.496392 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2/bn, param blob 1 data: 0 I1128 09:50:39.496403 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2/bn, param blob 2 data: 0 I1128 09:50:39.496657 20811 net.cpp:608] [Forward] Layer inc3b/conv3_2/scale, top blob inc3b/conv3_2 data: 1.84177e+19 I1128 09:50:39.496703 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2/scale, param blob 0 data: 1 I1128 09:50:39.496738 20811 net.cpp:620] [Forward] Layer inc3b/conv3_2/scale, param blob 1 data: 0 I1128 09:50:39.496785 20811 net.cpp:608] [Forward] Layer inc3b/relu3_2, top blob inc3b/conv3_2 data: 7.18377e+18 I1128 09:50:39.496997 20811 net.cpp:608] [Forward] Layer inc3b/conv5_1, top blob inc3b/conv5_1 data: 1.04543e+14 I1128 09:50:39.497040 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1, param blob 0 data: 0.0664149 I1128 09:50:39.497076 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1, param blob 1 data: 1.1648 I1128 09:50:39.497462 20811 net.cpp:608] [Forward] Layer inc3b/conv5_1/bn, top blob inc3b/conv5_1 data: 3.30594e+16 I1128 09:50:39.497509 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1/bn, param blob 0 data: 0 I1128 09:50:39.497545 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1/bn, param blob 1 data: 0 I1128 09:50:39.497556 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1/bn, param blob 2 data: 0 I1128 09:50:39.497669 20811 net.cpp:608] [Forward] Layer inc3b/conv5_1/scale, top blob inc3b/conv5_1 data: 3.30594e+16 I1128 09:50:39.497709 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1/scale, param blob 0 data: 1 I1128 09:50:39.497743 20811 net.cpp:620] [Forward] Layer inc3b/conv5_1/scale, param blob 1 data: 0 I1128 09:50:39.497786 20811 net.cpp:608] [Forward] Layer inc3b/relu5_1, top blob inc3b/conv5_1 data: 1.83535e+16 I1128 09:50:39.498244 20811 net.cpp:608] [Forward] Layer inc3b/conv5_2, top blob inc3b/conv5_2 data: 3.01564e+16 I1128 09:50:39.498292 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2, param blob 0 data: 0.0859597 I1128 09:50:39.498327 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2, param blob 1 data: 1.0229 I1128 09:50:39.498819 20811 net.cpp:608] [Forward] Layer inc3b/conv5_2/bn, top blob inc3b/conv5_2 data: 9.53629e+18 I1128 09:50:39.498865 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2/bn, param blob 0 data: 0 I1128 09:50:39.498900 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2/bn, param blob 1 data: 0 I1128 09:50:39.498914 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2/bn, param blob 2 data: 0 I1128 09:50:39.499155 20811 net.cpp:608] [Forward] Layer inc3b/conv5_2/scale, top blob inc3b/conv5_2 data: 9.53629e+18 I1128 09:50:39.499198 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2/scale, param blob 0 data: 1 I1128 09:50:39.499233 20811 net.cpp:620] [Forward] Layer inc3b/conv5_2/scale, param blob 1 data: 0 I1128 09:50:39.499276 20811 net.cpp:608] [Forward] Layer inc3b/relu5_2, top blob inc3b/conv5_2 data: 5.75048e+18 I1128 09:50:39.499785 20811 net.cpp:608] [Forward] Layer inc3b/conv5_3, top blob inc3b/conv5_3 data: 1.45809e+19 I1128 09:50:39.499832 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3, param blob 0 data: 0.0530213 I1128 09:50:39.499867 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3, param blob 1 data: 0.812041 I1128 09:50:39.500371 20811 net.cpp:608] [Forward] Layer inc3b/conv5_3/bn, top blob inc3b/conv5_3 data: 4.61089e+21 I1128 09:50:39.500418 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3/bn, param blob 0 data: 0 I1128 09:50:39.500453 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3/bn, param blob 1 data: 0 I1128 09:50:39.500465 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3/bn, param blob 2 data: 0 I1128 09:50:39.500705 20811 net.cpp:608] [Forward] Layer inc3b/conv5_3/scale, top blob inc3b/conv5_3 data: 4.61089e+21 I1128 09:50:39.500749 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3/scale, param blob 0 data: 1 I1128 09:50:39.500784 20811 net.cpp:620] [Forward] Layer inc3b/conv5_3/scale, param blob 1 data: 0 I1128 09:50:39.500828 20811 net.cpp:608] [Forward] Layer inc3b/relu5_3, top blob inc3b/conv5_3 data: 1.38851e+21 I1128 09:50:39.501124 20811 net.cpp:608] [Forward] Layer inc3b, top blob inc3b data: 2.33825e+20 I1128 09:50:39.501190 20811 net.cpp:608] [Forward] Layer inc3b_inc3b_0_split, top blob inc3b_inc3b_0_split_0 data: 2.33825e+20 I1128 09:50:39.501245 20811 net.cpp:608] [Forward] Layer inc3b_inc3b_0_split, top blob inc3b_inc3b_0_split_1 data: 2.33825e+20 I1128 09:50:39.501302 20811 net.cpp:608] [Forward] Layer inc3b_inc3b_0_split, top blob inc3b_inc3b_0_split_2 data: 2.33825e+20 I1128 09:50:39.501682 20811 net.cpp:608] [Forward] Layer inc3c/conv1, top blob inc3c/conv1 data: 1.02943e+21 I1128 09:50:39.501729 20811 net.cpp:620] [Forward] Layer inc3c/conv1, param blob 0 data: 0.0705286 I1128 09:50:39.501765 20811 net.cpp:620] [Forward] Layer inc3c/conv1, param blob 1 data: 0.92137 I1128 09:50:39.502323 20811 net.cpp:608] [Forward] Layer inc3c/conv1/bn, top blob inc3c/conv1 data: 3.25534e+23 I1128 09:50:39.502385 20811 net.cpp:620] [Forward] Layer inc3c/conv1/bn, param blob 0 data: 0 I1128 09:50:39.502420 20811 net.cpp:620] [Forward] Layer inc3c/conv1/bn, param blob 1 data: 0 I1128 09:50:39.502435 20811 net.cpp:620] [Forward] Layer inc3c/conv1/bn, param blob 2 data: 0 I1128 09:50:39.502715 20811 net.cpp:608] [Forward] Layer inc3c/conv1/scale, top blob inc3c/conv1 data: 3.25534e+23 I1128 09:50:39.502760 20811 net.cpp:620] [Forward] Layer inc3c/conv1/scale, param blob 0 data: 1 I1128 09:50:39.502796 20811 net.cpp:620] [Forward] Layer inc3c/conv1/scale, param blob 1 data: 0 I1128 09:50:39.502846 20811 net.cpp:608] [Forward] Layer inc3c/relu1, top blob inc3c/conv1 data: 1.26367e+23 I1128 09:50:39.503051 20811 net.cpp:608] [Forward] Layer inc3c/conv3_1, top blob inc3c/conv3_1 data: 1.01542e+21 I1128 09:50:39.503093 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1, param blob 0 data: 0.071089 I1128 09:50:39.503128 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1, param blob 1 data: 1.13364 I1128 09:50:39.503392 20811 net.cpp:608] [Forward] Layer inc3c/conv3_1/bn, top blob inc3c/conv3_1 data: 3.21104e+23 I1128 09:50:39.503434 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1/bn, param blob 0 data: 0 I1128 09:50:39.503468 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1/bn, param blob 1 data: 0 I1128 09:50:39.503481 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1/bn, param blob 2 data: 0 I1128 09:50:39.503595 20811 net.cpp:608] [Forward] Layer inc3c/conv3_1/scale, top blob inc3c/conv3_1 data: 3.21104e+23 I1128 09:50:39.503635 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1/scale, param blob 0 data: 1 I1128 09:50:39.503669 20811 net.cpp:620] [Forward] Layer inc3c/conv3_1/scale, param blob 1 data: 0 I1128 09:50:39.503711 20811 net.cpp:608] [Forward] Layer inc3c/relu3_1, top blob inc3c/conv3_1 data: 2.5443e+23 I1128 09:50:39.504195 20811 net.cpp:608] [Forward] Layer inc3c/conv3_2, top blob inc3c/conv3_2 data: 3.76861e+23 I1128 09:50:39.504243 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2, param blob 0 data: 0.0923302 I1128 09:50:39.504279 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2, param blob 1 data: 1.14581 I1128 09:50:39.504827 20811 net.cpp:608] [Forward] Layer inc3c/conv3_2/bn, top blob inc3c/conv3_2 data: 1.19174e+26 I1128 09:50:39.504875 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2/bn, param blob 0 data: 0 I1128 09:50:39.504910 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2/bn, param blob 1 data: 0 I1128 09:50:39.504923 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2/bn, param blob 2 data: 0 I1128 09:50:39.505183 20811 net.cpp:608] [Forward] Layer inc3c/conv3_2/scale, top blob inc3c/conv3_2 data: 1.19174e+26 I1128 09:50:39.505228 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2/scale, param blob 0 data: 1 I1128 09:50:39.505264 20811 net.cpp:620] [Forward] Layer inc3c/conv3_2/scale, param blob 1 data: 0 I1128 09:50:39.505316 20811 net.cpp:608] [Forward] Layer inc3c/relu3_2, top blob inc3c/conv3_2 data: 4.53115e+25 I1128 09:50:39.505525 20811 net.cpp:608] [Forward] Layer inc3c/conv5_1, top blob inc3c/conv5_1 data: 1.02652e+21 I1128 09:50:39.505568 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1, param blob 0 data: 0.0611247 I1128 09:50:39.505604 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1, param blob 1 data: 1.13423 I1128 09:50:39.505878 20811 net.cpp:608] [Forward] Layer inc3c/conv5_1/bn, top blob inc3c/conv5_1 data: 3.24615e+23 I1128 09:50:39.505920 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1/bn, param blob 0 data: 0 I1128 09:50:39.505954 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1/bn, param blob 1 data: 0 I1128 09:50:39.505966 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1/bn, param blob 2 data: 0 I1128 09:50:39.506083 20811 net.cpp:608] [Forward] Layer inc3c/conv5_1/scale, top blob inc3c/conv5_1 data: 3.24615e+23 I1128 09:50:39.506124 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1/scale, param blob 0 data: 1 I1128 09:50:39.506158 20811 net.cpp:620] [Forward] Layer inc3c/conv5_1/scale, param blob 1 data: 0 I1128 09:50:39.506199 20811 net.cpp:608] [Forward] Layer inc3c/relu5_1, top blob inc3c/conv5_1 data: 2.08847e+23 I1128 09:50:39.506670 20811 net.cpp:608] [Forward] Layer inc3c/conv5_2, top blob inc3c/conv5_2 data: 3.31494e+23 I1128 09:50:39.506717 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2, param blob 0 data: 0.086303 I1128 09:50:39.506754 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2, param blob 1 data: 0.590733 I1128 09:50:39.507264 20811 net.cpp:608] [Forward] Layer inc3c/conv5_2/bn, top blob inc3c/conv5_2 data: 1.04828e+26 I1128 09:50:39.507311 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2/bn, param blob 0 data: 0 I1128 09:50:39.507347 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2/bn, param blob 1 data: 0 I1128 09:50:39.507359 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2/bn, param blob 2 data: 0 I1128 09:50:39.507603 20811 net.cpp:608] [Forward] Layer inc3c/conv5_2/scale, top blob inc3c/conv5_2 data: 1.04828e+26 I1128 09:50:39.507649 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2/scale, param blob 0 data: 1 I1128 09:50:39.507684 20811 net.cpp:620] [Forward] Layer inc3c/conv5_2/scale, param blob 1 data: 0 I1128 09:50:39.507727 20811 net.cpp:608] [Forward] Layer inc3c/relu5_2, top blob inc3c/conv5_2 data: 1.65754e+25 I1128 09:50:39.508246 20811 net.cpp:608] [Forward] Layer inc3c/conv5_3, top blob inc3c/conv5_3 data: 4.54204e+25 I1128 09:50:39.508293 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3, param blob 0 data: 0.0580071 I1128 09:50:39.508329 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3, param blob 1 data: 0.639826 I1128 09:50:39.508842 20811 net.cpp:608] [Forward] Layer inc3c/conv5_3/bn, top blob inc3c/conv5_3 data: 1.43632e+28 I1128 09:50:39.508889 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3/bn, param blob 0 data: 0 I1128 09:50:39.508924 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3/bn, param blob 1 data: 0 I1128 09:50:39.508937 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3/bn, param blob 2 data: 0 I1128 09:50:39.509176 20811 net.cpp:608] [Forward] Layer inc3c/conv5_3/scale, top blob inc3c/conv5_3 data: 1.43632e+28 I1128 09:50:39.509220 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3/scale, param blob 0 data: 1 I1128 09:50:39.509255 20811 net.cpp:620] [Forward] Layer inc3c/conv5_3/scale, param blob 1 data: 0 I1128 09:50:39.509300 20811 net.cpp:608] [Forward] Layer inc3c/relu5_3, top blob inc3c/conv5_3 data: 6.84261e+27 I1128 09:50:39.509591 20811 net.cpp:608] [Forward] Layer inc3c, top blob inc3c data: 1.1556e+27 I1128 09:50:39.509654 20811 net.cpp:608] [Forward] Layer inc3c_inc3c_0_split, top blob inc3c_inc3c_0_split_0 data: 1.1556e+27 I1128 09:50:39.509708 20811 net.cpp:608] [Forward] Layer inc3c_inc3c_0_split, top blob inc3c_inc3c_0_split_1 data: 1.1556e+27 I1128 09:50:39.509763 20811 net.cpp:608] [Forward] Layer inc3c_inc3c_0_split, top blob inc3c_inc3c_0_split_2 data: 1.1556e+27 I1128 09:50:39.510236 20811 net.cpp:608] [Forward] Layer inc3d/conv1, top blob inc3d/conv1 data: 4.49719e+27 I1128 09:50:39.510283 20811 net.cpp:620] [Forward] Layer inc3d/conv1, param blob 0 data: 0.0753045 I1128 09:50:39.510318 20811 net.cpp:620] [Forward] Layer inc3d/conv1, param blob 1 data: 0.961067 I1128 09:50:39.510859 20811 net.cpp:608] [Forward] Layer inc3d/conv1/bn, top blob inc3d/conv1 data: 1.42214e+30 I1128 09:50:39.510905 20811 net.cpp:620] [Forward] Layer inc3d/conv1/bn, param blob 0 data: 0 I1128 09:50:39.510941 20811 net.cpp:620] [Forward] Layer inc3d/conv1/bn, param blob 1 data: 0 I1128 09:50:39.510953 20811 net.cpp:620] [Forward] Layer inc3d/conv1/bn, param blob 2 data: 0 I1128 09:50:39.511229 20811 net.cpp:608] [Forward] Layer inc3d/conv1/scale, top blob inc3d/conv1 data: 1.42214e+30 I1128 09:50:39.511296 20811 net.cpp:620] [Forward] Layer inc3d/conv1/scale, param blob 0 data: 1 I1128 09:50:39.511329 20811 net.cpp:620] [Forward] Layer inc3d/conv1/scale, param blob 1 data: 0 I1128 09:50:39.511382 20811 net.cpp:608] [Forward] Layer inc3d/relu1, top blob inc3d/conv1 data: 9.0921e+29 I1128 09:50:39.511591 20811 net.cpp:608] [Forward] Layer inc3d/conv3_1, top blob inc3d/conv3_1 data: 2.92356e+27 I1128 09:50:39.511634 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1, param blob 0 data: 0.0799943 I1128 09:50:39.511669 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1, param blob 1 data: 1.37066 I1128 09:50:39.512053 20811 net.cpp:608] [Forward] Layer inc3d/conv3_1/bn, top blob inc3d/conv3_1 data: 9.24511e+29 I1128 09:50:39.512099 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1/bn, param blob 0 data: 0 I1128 09:50:39.512157 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1/bn, param blob 1 data: 0 I1128 09:50:39.512177 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1/bn, param blob 2 data: 0 I1128 09:50:39.512300 20811 net.cpp:608] [Forward] Layer inc3d/conv3_1/scale, top blob inc3d/conv3_1 data: 9.24511e+29 I1128 09:50:39.512339 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1/scale, param blob 0 data: 1 I1128 09:50:39.512375 20811 net.cpp:620] [Forward] Layer inc3d/conv3_1/scale, param blob 1 data: 0 I1128 09:50:39.512418 20811 net.cpp:608] [Forward] Layer inc3d/relu3_1, top blob inc3d/conv3_1 data: 3.12071e+29 I1128 09:50:39.512902 20811 net.cpp:608] [Forward] Layer inc3d/conv3_2, top blob inc3d/conv3_2 data: 6.25826e+29 I1128 09:50:39.512962 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2, param blob 0 data: 0.0937155 I1128 09:50:39.512996 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2, param blob 1 data: 1.09642 I1128 09:50:39.513511 20811 net.cpp:608] [Forward] Layer inc3d/conv3_2/bn, top blob inc3d/conv3_2 data: 1.97904e+32 I1128 09:50:39.513567 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2/bn, param blob 0 data: 0 I1128 09:50:39.513602 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2/bn, param blob 1 data: 0 I1128 09:50:39.513615 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2/bn, param blob 2 data: 0 I1128 09:50:39.513870 20811 net.cpp:608] [Forward] Layer inc3d/conv3_2/scale, top blob inc3d/conv3_2 data: 1.97904e+32 I1128 09:50:39.513916 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2/scale, param blob 0 data: 1 I1128 09:50:39.513950 20811 net.cpp:620] [Forward] Layer inc3d/conv3_2/scale, param blob 1 data: 0 I1128 09:50:39.513995 20811 net.cpp:608] [Forward] Layer inc3d/relu3_2, top blob inc3d/conv3_2 data: 8.32386e+31 I1128 09:50:39.514199 20811 net.cpp:608] [Forward] Layer inc3d/conv5_1, top blob inc3d/conv5_1 data: 3.89908e+27 I1128 09:50:39.514242 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1, param blob 0 data: 0.0578877 I1128 09:50:39.514276 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1, param blob 1 data: 1.23464 I1128 09:50:39.514545 20811 net.cpp:608] [Forward] Layer inc3d/conv5_1/bn, top blob inc3d/conv5_1 data: 1.233e+30 I1128 09:50:39.514586 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1/bn, param blob 0 data: 0 I1128 09:50:39.514621 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1/bn, param blob 1 data: 0 I1128 09:50:39.514632 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1/bn, param blob 2 data: 0 I1128 09:50:39.514750 20811 net.cpp:608] [Forward] Layer inc3d/conv5_1/scale, top blob inc3d/conv5_1 data: 1.233e+30 I1128 09:50:39.514789 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1/scale, param blob 0 data: 1 I1128 09:50:39.514825 20811 net.cpp:620] [Forward] Layer inc3d/conv5_1/scale, param blob 1 data: 0 I1128 09:50:39.514869 20811 net.cpp:608] [Forward] Layer inc3d/relu5_1, top blob inc3d/conv5_1 data: 5.8319e+29 I1128 09:50:39.515324 20811 net.cpp:608] [Forward] Layer inc3d/conv5_2, top blob inc3d/conv5_2 data: 1.78984e+30 I1128 09:50:39.515370 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2, param blob 0 data: 0.0884693 I1128 09:50:39.515406 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2, param blob 1 data: 0.890799 I1128 09:50:39.515913 20811 net.cpp:608] [Forward] Layer inc3d/conv5_2/bn, top blob inc3d/conv5_2 data: 5.65996e+32 I1128 09:50:39.515959 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2/bn, param blob 0 data: 0 I1128 09:50:39.515995 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2/bn, param blob 1 data: 0 I1128 09:50:39.516007 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2/bn, param blob 2 data: 0 I1128 09:50:39.516263 20811 net.cpp:608] [Forward] Layer inc3d/conv5_2/scale, top blob inc3d/conv5_2 data: 5.65996e+32 I1128 09:50:39.516310 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2/scale, param blob 0 data: 1 I1128 09:50:39.516345 20811 net.cpp:620] [Forward] Layer inc3d/conv5_2/scale, param blob 1 data: 0 I1128 09:50:39.516387 20811 net.cpp:608] [Forward] Layer inc3d/relu5_2, top blob inc3d/conv5_2 data: 3.69757e+32 I1128 09:50:39.516911 20811 net.cpp:608] [Forward] Layer inc3d/conv5_3, top blob inc3d/conv5_3 data: 7.0097e+32 I1128 09:50:39.516958 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3, param blob 0 data: 0.0551769 I1128 09:50:39.516994 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3, param blob 1 data: 0.728467 I1128 09:50:39.517516 20811 net.cpp:608] [Forward] Layer inc3d/conv5_3/bn, top blob inc3d/conv5_3 data: inf I1128 09:50:39.517560 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3/bn, param blob 0 data: 0 I1128 09:50:39.517596 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3/bn, param blob 1 data: 0 I1128 09:50:39.517607 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3/bn, param blob 2 data: 0 I1128 09:50:39.517849 20811 net.cpp:608] [Forward] Layer inc3d/conv5_3/scale, top blob inc3d/conv5_3 data: inf I1128 09:50:39.517891 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3/scale, param blob 0 data: 1 I1128 09:50:39.517925 20811 net.cpp:620] [Forward] Layer inc3d/conv5_3/scale, param blob 1 data: 0 I1128 09:50:39.517967 20811 net.cpp:608] [Forward] Layer inc3d/relu5_3, top blob inc3d/conv5_3 data: inf I1128 09:50:39.518239 20811 net.cpp:608] [Forward] Layer inc3d, top blob inc3d data: inf I1128 09:50:39.518301 20811 net.cpp:608] [Forward] Layer inc3d_inc3d_0_split, top blob inc3d_inc3d_0_split_0 data: inf I1128 09:50:39.518355 20811 net.cpp:608] [Forward] Layer inc3d_inc3d_0_split, top blob inc3d_inc3d_0_split_1 data: inf I1128 09:50:39.518409 20811 net.cpp:608] [Forward] Layer inc3d_inc3d_0_split, top blob inc3d_inc3d_0_split_2 data: inf I1128 09:50:39.518776 20811 net.cpp:608] [Forward] Layer inc3e/conv1, top blob inc3e/conv1 data: inf I1128 09:50:39.518821 20811 net.cpp:620] [Forward] Layer inc3e/conv1, param blob 0 data: 0.0915854 I1128 09:50:39.518857 20811 net.cpp:620] [Forward] Layer inc3e/conv1, param blob 1 data: 0.677549 I1128 09:50:39.519408 20811 net.cpp:608] [Forward] Layer inc3e/conv1/bn, top blob inc3e/conv1 data: inf I1128 09:50:39.519453 20811 net.cpp:620] [Forward] Layer inc3e/conv1/bn, param blob 0 data: 0 I1128 09:50:39.519487 20811 net.cpp:620] [Forward] Layer inc3e/conv1/bn, param blob 1 data: 0 I1128 09:50:39.519498 20811 net.cpp:620] [Forward] Layer inc3e/conv1/bn, param blob 2 data: 0 I1128 09:50:39.519773 20811 net.cpp:608] [Forward] Layer inc3e/conv1/scale, top blob inc3e/conv1 data: inf I1128 09:50:39.519815 20811 net.cpp:620] [Forward] Layer inc3e/conv1/scale, param blob 0 data: 1 I1128 09:50:39.519850 20811 net.cpp:620] [Forward] Layer inc3e/conv1/scale, param blob 1 data: 0 I1128 09:50:39.519899 20811 net.cpp:608] [Forward] Layer inc3e/relu1, top blob inc3e/conv1 data: nan I1128 09:50:39.520105 20811 net.cpp:608] [Forward] Layer inc3e/conv3_1, top blob inc3e/conv3_1 data: inf I1128 09:50:39.520148 20811 net.cpp:620] [Forward] Layer inc3e/conv3_1, param blob 0 data: 0.0778675 I1128 09:50:39.520181 20811 net.cpp:620] [Forward] Layer inc3e/conv3_1, param blob 1 data: 1.07346 I1128 09:50:39.520457 20811 net.cpp:608] [Forward] Layer inc3e/conv3_1/bn, top blob inc3e/conv3_1 data: inf .............................. .............................. I1128 09:50:41.903122 20811 net.cpp:636] [Backward] Layer inc3a/pool1, bottom blob conv3_relu3_0_split_0 diff: nan I1128 09:50:41.903331 20811 net.cpp:636] [Backward] Layer conv3_relu3_0_split, bottom blob conv3 diff: nan I1128 09:50:41.903434 20811 net.cpp:636] [Backward] Layer relu3, bottom blob conv3 diff: nan I1128 09:50:41.903702 20811 net.cpp:636] [Backward] Layer conv3/scale, bottom blob conv3 diff: nan I1128 09:50:41.903734 20811 net.cpp:647] [Backward] Layer conv3/scale, param blob 0 diff: nan I1128 09:50:41.903765 20811 net.cpp:647] [Backward] Layer conv3/scale, param blob 1 diff: nan I1128 09:50:41.903908 20811 net.cpp:636] [Backward] Layer conv3/bn, bottom blob conv3 diff: nan I1128 09:50:41.905504 20811 net.cpp:636] [Backward] Layer conv3, bottom blob conv2 diff: nan I1128 09:50:41.905541 20811 net.cpp:647] [Backward] Layer conv3, param blob 0 diff: nan I1128 09:50:41.905571 20811 net.cpp:647] [Backward] Layer conv3, param blob 1 diff: nan I1128 09:50:41.905740 20811 net.cpp:636] [Backward] Layer relu2, bottom blob conv2 diff: nan I1128 09:50:41.906466 20811 net.cpp:636] [Backward] Layer conv2/scale, bottom blob conv2 diff: nan I1128 09:50:41.906498 20811 net.cpp:647] [Backward] Layer conv2/scale, param blob 0 diff: nan I1128 09:50:41.906527 20811 net.cpp:647] [Backward] Layer conv2/scale, param blob 1 diff: nan I1128 09:50:41.906772 20811 net.cpp:636] [Backward] Layer conv2/bn, bottom blob conv2 diff: nan I1128 09:50:41.909994 20811 net.cpp:636] [Backward] Layer conv2, bottom blob conv1 diff: nan I1128 09:50:41.910030 20811 net.cpp:647] [Backward] Layer conv2, param blob 0 diff: nan I1128 09:50:41.910060 20811 net.cpp:647] [Backward] Layer conv2, param blob 1 diff: nan I1128 09:50:41.910457 20811 net.cpp:636] [Backward] Layer relu1, bottom blob conv1 diff: nan I1128 09:50:41.913013 20811 net.cpp:636] [Backward] Layer conv1/scale, bottom blob conv1 diff: nan I1128 09:50:41.913045 20811 net.cpp:647] [Backward] Layer conv1/scale, param blob 0 diff: nan I1128 09:50:41.913074 20811 net.cpp:647] [Backward] Layer conv1/scale, param blob 1 diff: nan I1128 09:50:41.913661 20811 net.cpp:636] [Backward] Layer conv1/bn, bottom blob conv1 diff: nan I1128 09:50:41.915452 20811 net.cpp:647] [Backward] Layer conv1, param blob 0 diff: nan I1128 09:50:41.915484 20811 net.cpp:647] [Backward] Layer conv1, param blob 1 diff: nan E1128 09:50:41.947321 20811 net.cpp:736] [Backward] All net params (data, diff): L1 norm = (139471, nan); L2 norm = (144.612, nan) I1128 09:50:41.947340 20811 solver.cpp:228] Iteration 0, loss = nan I1128 09:50:41.947350 20811 solver.cpp:244] Train net output #0: cls_loss = 65.615 ( 1 = 65.615 loss) I1128 09:50:41.947358 20811 solver.cpp:244] Train net output #1: loss_bbox = nan ( 1 = nan loss) I1128 09:50:41.947365 20811 solver.cpp:244] Train net output #2: rpn_loss_bbox = nan ( 1 = nan loss) I1128 09:50:41.947373 20811 solver.cpp:244] Train net output #3: rpn_loss_cls = 87.3365 ( 1 = 87.3365 loss)

Moreover, the original_690K.model in the lite mode for fine-tuning could run normally. How can I get normal loss in the test_690K.model for fine-tuning?

songjmcn commented 7 years ago

I think you set the base_lr to big ,set the base_lr small and test

runningJ commented 7 years ago

hi @yuxishanwai i also want to fine-tuning my own data at lite model. but i do not have test_690k.model. Can you give me one. this is my email leijiang420@163.com