Windows LSTM

[LEXUSAPI]

I0422 22:09:29.218091 4836 net.cpp:123] Creating Layer relu2_2 I0422 22:09:29.219091 4836 net.cpp:541] relu2_2 <- conv2_2 I0422 22:09:29.219091 4836 net.cpp:483] relu2_2 -> conv2_2 (in-place) I0422 22:09:29.219091 4836 net.cpp:176] Setting up relu2_2 I0422 22:09:29.221097 4836 net.cpp:187] Top shape: 1 128 300 450 (17280000) I0422 22:09:29.221097 4836 net.cpp:201] Memory required for data: 864000000 I0422 22:09:29.221097 4836 layer_factory.hpp:76] Creating layer pool2 I0422 22:09:29.222110 4836 net.cpp:123] Creating Layer pool2 I0422 22:09:29.222110 4836 net.cpp:541] pool2 <- conv2_2 I0422 22:09:29.222110 4836 net.cpp:497] pool2 -> pool2 I0422 22:09:29.223104 4836 net.cpp:176] Setting up pool2 I0422 22:09:29.223104 4836 net.cpp:187] Top shape: 1 128 150 225 (4320000) I0422 22:09:29.223104 4836 net.cpp:201] Memory required for data: 881280000 I0422 22:09:29.223104 4836 layer_factory.hpp:76] Creating layer conv3_1 I0422 22:09:29.224105 4836 net.cpp:123] Creating Layer conv3_1 I0422 22:09:29.224105 4836 net.cpp:541] conv3_1 <- pool2 I0422 22:09:29.224105 4836 net.cpp:497] conv3_1 -> conv3_1 I0422 22:09:29.226111 4836 net.cpp:176] Setting up conv3_1 I0422 22:09:29.226111 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.227113 4836 net.cpp:201] Memory required for data: 915840000 I0422 22:09:29.227113 4836 layer_factory.hpp:76] Creating layer relu3_1 I0422 22:09:29.227113 4836 net.cpp:123] Creating Layer relu3_1 I0422 22:09:29.228116 4836 net.cpp:541] relu3_1 <- conv3_1 I0422 22:09:29.228116 4836 net.cpp:483] relu3_1 -> conv3_1 (in-place) I0422 22:09:29.229120 4836 net.cpp:176] Setting up relu3_1 I0422 22:09:29.229120 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.230123 4836 net.cpp:201] Memory required for data: 950400000 I0422 22:09:29.230123 4836 layer_factory.hpp:76] Creating layer conv3_2 I0422 22:09:29.230123 4836 net.cpp:123] Creating Layer conv3_2 I0422 22:09:29.231123 4836 net.cpp:541] conv3_2 <- conv3_1 I0422 22:09:29.231123 4836 net.cpp:497] conv3_2 -> conv3_2 I0422 22:09:29.234133 4836 net.cpp:176] Setting up conv3_2 I0422 22:09:29.234133 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.234133 4836 net.cpp:201] Memory required for data: 984960000 I0422 22:09:29.235134 4836 layer_factory.hpp:76] Creating layer relu3_2 I0422 22:09:29.236137 4836 net.cpp:123] Creating Layer relu3_2 I0422 22:09:29.236137 4836 net.cpp:541] relu3_2 <- conv3_2 I0422 22:09:29.237140 4836 net.cpp:483] relu3_2 -> conv3_2 (in-place) I0422 22:09:29.237140 4836 net.cpp:176] Setting up relu3_2 I0422 22:09:29.237140 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.237140 4836 net.cpp:201] Memory required for data: 1019520000 I0422 22:09:29.238142 4836 layer_factory.hpp:76] Creating layer conv3_3 I0422 22:09:29.238142 4836 net.cpp:123] Creating Layer conv3_3 I0422 22:09:29.238142 4836 net.cpp:541] conv3_3 <- conv3_2 I0422 22:09:29.239145 4836 net.cpp:497] conv3_3 -> conv3_3 I0422 22:09:29.241152 4836 net.cpp:176] Setting up conv3_3 I0422 22:09:29.241152 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.241152 4836 net.cpp:201] Memory required for data: 1054080000 I0422 22:09:29.242157 4836 layer_factory.hpp:76] Creating layer relu3_3 I0422 22:09:29.242157 4836 net.cpp:123] Creating Layer relu3_3 I0422 22:09:29.242157 4836 net.cpp:541] relu3_3 <- conv3_3 I0422 22:09:29.243155 4836 net.cpp:483] relu3_3 -> conv3_3 (in-place) I0422 22:09:29.243155 4836 net.cpp:176] Setting up relu3_3 I0422 22:09:29.243155 4836 net.cpp:187] Top shape: 1 256 150 225 (8640000) I0422 22:09:29.243155 4836 net.cpp:201] Memory required for data: 1088640000 I0422 22:09:29.244158 4836 layer_factory.hpp:76] Creating layer pool3 I0422 22:09:29.245162 4836 net.cpp:123] Creating Layer pool3 I0422 22:09:29.246165 4836 net.cpp:541] pool3 <- conv3_3 I0422 22:09:29.246165 4836 net.cpp:497] pool3 -> pool3 I0422 22:09:29.247167 4836 net.cpp:176] Setting up pool3 I0422 22:09:29.247167 4836 net.cpp:187] Top shape: 1 256 75 113 (2169600) I0422 22:09:29.247167 4836 net.cpp:201] Memory required for data: 1097318400 I0422 22:09:29.248169 4836 layer_factory.hpp:76] Creating layer conv4_1 I0422 22:09:29.248169 4836 net.cpp:123] Creating Layer conv4_1 I0422 22:09:29.248169 4836 net.cpp:541] conv4_1 <- pool3 I0422 22:09:29.249172 4836 net.cpp:497] conv4_1 -> conv4_1 I0422 22:09:29.252179 4836 net.cpp:176] Setting up conv4_1 I0422 22:09:29.253182 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.254186 4836 net.cpp:201] Memory required for data: 1114675200 I0422 22:09:29.254186 4836 layer_factory.hpp:76] Creating layer relu4_1 I0422 22:09:29.254186 4836 net.cpp:123] Creating Layer relu4_1 I0422 22:09:29.255188 4836 net.cpp:541] relu4_1 <- conv4_1 I0422 22:09:29.255188 4836 net.cpp:483] relu4_1 -> conv4_1 (in-place) I0422 22:09:29.255188 4836 net.cpp:176] Setting up relu4_1 I0422 22:09:29.256191 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.256191 4836 net.cpp:201] Memory required for data: 1132032000 I0422 22:09:29.256191 4836 layer_factory.hpp:76] Creating layer conv4_2 I0422 22:09:29.257194 4836 net.cpp:123] Creating Layer conv4_2 I0422 22:09:29.257194 4836 net.cpp:541] conv4_2 <- conv4_1 I0422 22:09:29.257194 4836 net.cpp:497] conv4_2 -> conv4_2 I0422 22:09:29.265241 4836 net.cpp:176] Setting up conv4_2 I0422 22:09:29.265241 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.265241 4836 net.cpp:201] Memory required for data: 1149388800 I0422 22:09:29.266217 4836 layer_factory.hpp:76] Creating layer relu4_2 I0422 22:09:29.266217 4836 net.cpp:123] Creating Layer relu4_2 I0422 22:09:29.266217 4836 net.cpp:541] relu4_2 <- conv4_2 I0422 22:09:29.267220 4836 net.cpp:483] relu4_2 -> conv4_2 (in-place) I0422 22:09:29.267220 4836 net.cpp:176] Setting up relu4_2 I0422 22:09:29.268223 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.268223 4836 net.cpp:201] Memory required for data: 1166745600 I0422 22:09:29.268223 4836 layer_factory.hpp:76] Creating layer conv4_3 I0422 22:09:29.268223 4836 net.cpp:123] Creating Layer conv4_3 I0422 22:09:29.269227 4836 net.cpp:541] conv4_3 <- conv4_2 I0422 22:09:29.269227 4836 net.cpp:497] conv4_3 -> conv4_3 I0422 22:09:29.275800 4836 net.cpp:176] Setting up conv4_3 I0422 22:09:29.276777 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.277278 4836 net.cpp:201] Memory required for data: 1184102400 I0422 22:09:29.278281 4836 layer_factory.hpp:76] Creating layer relu4_3 I0422 22:09:29.278782 4836 net.cpp:123] Creating Layer relu4_3 I0422 22:09:29.278782 4836 net.cpp:541] relu4_3 <- conv4_3 I0422 22:09:29.279284 4836 net.cpp:483] relu4_3 -> conv4_3 (in-place) I0422 22:09:29.280287 4836 net.cpp:176] Setting up relu4_3 I0422 22:09:29.281790 4836 net.cpp:187] Top shape: 1 512 75 113 (4339200) I0422 22:09:29.281790 4836 net.cpp:201] Memory required for data: 1201459200 I0422 22:09:29.283293 4836 layer_factory.hpp:76] Creating layer pool4 I0422 22:09:29.283794 4836 net.cpp:123] Creating Layer pool4 I0422 22:09:29.284296 4836 net.cpp:541] pool4 <- conv4_3 I0422 22:09:29.284296 4836 net.cpp:497] pool4 -> pool4 I0422 22:09:29.284797 4836 net.cpp:176] Setting up pool4 I0422 22:09:29.285300 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.285300 4836 net.cpp:201] Memory required for data: 1205895168 I0422 22:09:29.285800 4836 layer_factory.hpp:76] Creating layer conv5_1 I0422 22:09:29.286303 4836 net.cpp:123] Creating Layer conv5_1 I0422 22:09:29.286303 4836 net.cpp:541] conv5_1 <- pool4 I0422 22:09:29.286803 4836 net.cpp:497] conv5_1 -> conv5_1 I0422 22:09:29.293824 4836 net.cpp:176] Setting up conv5_1 I0422 22:09:29.293824 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.294827 4836 net.cpp:201] Memory required for data: 1210331136 I0422 22:09:29.295830 4836 layer_factory.hpp:76] Creating layer relu5_1 I0422 22:09:29.296833 4836 net.cpp:123] Creating Layer relu5_1 I0422 22:09:29.298837 4836 net.cpp:541] relu5_1 <- conv5_1 I0422 22:09:29.299841 4836 net.cpp:483] relu5_1 -> conv5_1 (in-place) I0422 22:09:29.299841 4836 net.cpp:176] Setting up relu5_1 I0422 22:09:29.300844 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.300844 4836 net.cpp:201] Memory required for data: 1214767104 I0422 22:09:29.301846 4836 layer_factory.hpp:76] Creating layer conv5_2 I0422 22:09:29.302848 4836 net.cpp:123] Creating Layer conv5_2 I0422 22:09:29.303850 4836 net.cpp:541] conv5_2 <- conv5_1 I0422 22:09:29.303850 4836 net.cpp:497] conv5_2 -> conv5_2 I0422 22:09:29.310869 4836 net.cpp:176] Setting up conv5_2 I0422 22:09:29.310869 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.312875 4836 net.cpp:201] Memory required for data: 1219203072 I0422 22:09:29.312875 4836 layer_factory.hpp:76] Creating layer relu5_2 I0422 22:09:29.313879 4836 net.cpp:123] Creating Layer relu5_2 I0422 22:09:29.313879 4836 net.cpp:541] relu5_2 <- conv5_2 I0422 22:09:29.313879 4836 net.cpp:483] relu5_2 -> conv5_2 (in-place) I0422 22:09:29.313879 4836 net.cpp:176] Setting up relu5_2 I0422 22:09:29.314880 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.314880 4836 net.cpp:201] Memory required for data: 1223639040 I0422 22:09:29.314880 4836 layer_factory.hpp:76] Creating layer conv5_3 I0422 22:09:29.315882 4836 net.cpp:123] Creating Layer conv5_3 I0422 22:09:29.315882 4836 net.cpp:541] conv5_3 <- conv5_2 I0422 22:09:29.315882 4836 net.cpp:497] conv5_3 -> conv5_3 I0422 22:09:29.322901 4836 net.cpp:176] Setting up conv5_3 I0422 22:09:29.323904 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.323904 4836 net.cpp:201] Memory required for data: 1228075008 I0422 22:09:29.324908 4836 layer_factory.hpp:76] Creating layer relu5_3 I0422 22:09:29.324908 4836 net.cpp:123] Creating Layer relu5_3 I0422 22:09:29.325909 4836 net.cpp:541] relu5_3 <- conv5_3 I0422 22:09:29.325909 4836 net.cpp:483] relu5_3 -> conv5_3 (in-place) I0422 22:09:29.325909 4836 net.cpp:176] Setting up relu5_3 I0422 22:09:29.326912 4836 net.cpp:187] Top shape: 1 512 38 57 (1108992) I0422 22:09:29.326912 4836 net.cpp:201] Memory required for data: 1232510976 I0422 22:09:29.326912 4836 layer_factory.hpp:76] Creating layer im2col I0422 22:09:29.327915 4836 net.cpp:123] Creating Layer im2col I0422 22:09:29.327915 4836 net.cpp:541] im2col <- conv5_3 I0422 22:09:29.330924 4836 net.cpp:497] im2col -> im2col I0422 22:09:29.330924 4836 net.cpp:176] Setting up im2col I0422 22:09:29.330924 4836 net.cpp:187] Top shape: 1 4608 38 57 (9980928) I0422 22:09:29.331926 4836 net.cpp:201] Memory required for data: 1272434688 I0422 22:09:29.331926 4836 layer_factory.hpp:76] Creating layer im2col_im2col_0_split I0422 22:09:29.331926 4836 net.cpp:123] Creating Layer im2col_im2col_0_split I0422 22:09:29.332929 4836 net.cpp:541] im2col_im2col_0_split <- im2col I0422 22:09:29.332929 4836 net.cpp:497] im2col_im2col_0_split -> im2col_im2col_0_split_0 I0422 22:09:29.332929 4836 net.cpp:497] im2col_im2col_0_split -> im2col_im2col_0_split_1 I0422 22:09:29.333932 4836 net.cpp:176] Setting up im2col_im2col_0_split I0422 22:09:29.334934 4836 net.cpp:187] Top shape: 1 4608 38 57 (9980928) I0422 22:09:29.334934 4836 net.cpp:187] Top shape: 1 4608 38 57 (9980928) I0422 22:09:29.334934 4836 net.cpp:201] Memory required for data: 1352282112 I0422 22:09:29.335937 4836 layer_factory.hpp:76] Creating layer im2col_transpose I0422 22:09:29.335937 4836 net.cpp:123] Creating Layer im2col_transpose I0422 22:09:29.335937 4836 net.cpp:541] im2col_transpose <- im2col_im2col_0_split_0 I0422 22:09:29.336940 4836 net.cpp:497] im2col_transpose -> im2col_transpose I0422 22:09:29.337942 4836 net.cpp:176] Setting up im2col_transpose I0422 22:09:29.337942 4836 net.cpp:187] Top shape: 57 38 1 4608 (9980928) I0422 22:09:29.337942 4836 net.cpp:201] Memory required for data: 1392205824 I0422 22:09:29.337942 4836 layer_factory.hpp:76] Creating layer lstm_input I0422 22:09:29.338944 4836 net.cpp:123] Creating Layer lstm_input I0422 22:09:29.338944 4836 net.cpp:541] lstm_input <- im2col_im2col_0_split_1 I0422 22:09:29.338944 4836 net.cpp:497] lstm_input -> lstm_input I0422 22:09:29.339946 4836 net.cpp:176] Setting up lstm_input I0422 22:09:29.339946 4836 net.cpp:187] Top shape: 1 175104 57 (9980928) I0422 22:09:29.339946 4836 net.cpp:201] Memory required for data: 1432129536 I0422 22:09:29.339946 4836 layer_factory.hpp:76] Creating layer lstm_input_lstm_input_0_split I0422 22:09:29.340950 4836 net.cpp:123] Creating Layer lstm_input_lstm_input_0_split I0422 22:09:29.340950 4836 net.cpp:541] lstm_input_lstm_input_0_split <- lstm_input I0422 22:09:29.340950 4836 net.cpp:497] lstm_input_lstm_input_0_split -> lstm_input_lstm_input_0_split_0 I0422 22:09:29.341953 4836 net.cpp:497] lstm_input_lstm_input_0_split -> lstm_input_lstm_input_0_split_1 I0422 22:09:29.341953 4836 net.cpp:176] Setting up lstm_input_lstm_input_0_split I0422 22:09:29.341953 4836 net.cpp:187] Top shape: 1 175104 57 (9980928) I0422 22:09:29.342954 4836 net.cpp:187] Top shape: 1 175104 57 (9980928) I0422 22:09:29.342954 4836 net.cpp:201] Memory required for data: 1511976960 I0422 22:09:29.342954 4836 layer_factory.hpp:76] Creating layer lstm I0422 22:09:29.343957 4836 net.cpp:123] Creating Layer lstm I0422 22:09:29.344960 4836 net.cpp:541] lstm <- lstm_input_lstm_input_0_split_0 I0422 22:09:29.346966 4836 net.cpp:497] lstm -> lstm I0422 22:09:29.346966 4836 common.cpp:35] System entropy source not available, using fallback algorithm to generate seed instead. I0422 22:09:29.367019 4836 net.cpp:176] Setting up lstm I0422 22:09:29.367019 4836 net.cpp:187] Top shape: 1 175104 128 (22413312) I0422 22:09:29.368039 4836 net.cpp:201] Memory required for data: 1601630208 I0422 22:09:29.369024 4836 layer_factory.hpp:76] Creating layer lstm-reverse1 I0422 22:09:29.369024 4836 net.cpp:123] Creating Layer lstm-reverse1 I0422 22:09:29.369024 4836 net.cpp:541] lstm-reverse1 <- lstm_input_lstm_input_0_split_1 I0422 22:09:29.370026 4836 net.cpp:497] lstm-reverse1 -> rlstm_input I0422 22:09:29.370026 4836 net.cpp:176] Setting up lstm-reverse1 I0422 22:09:29.370026 4836 net.cpp:187] Top shape: 1 175104 57 (9980928) I0422 22:09:29.371029 4836 net.cpp:201] Memory required for data: 1641553920 I0422 22:09:29.371029 4836 layer_factory.hpp:76] Creating layer rlstm I0422 22:09:29.371029 4836 net.cpp:123] Creating Layer rlstm I0422 22:09:29.371029 4836 net.cpp:541] rlstm <- rlstm_input I0422 22:09:29.372032 4836 net.cpp:497] rlstm -> rlstm-output I0422 22:09:29.373035 4836 net.cpp:176] Setting up rlstm I0422 22:09:29.373035 4836 net.cpp:187] Top shape: 1 175104 128 (22413312) I0422 22:09:29.373035 4836 net.cpp:201] Memory required for data: 1731207168 I0422 22:09:29.374037 4836 layer_factory.hpp:76] Creating layer lstm-reverse2 I0422 22:09:29.374037 4836 net.cpp:123] Creating Layer lstm-reverse2 I0422 22:09:29.374037 4836 net.cpp:541] lstm-reverse2 <- rlstm-output I0422 22:09:29.374037 4836 net.cpp:497] lstm-reverse2 -> rlstm I0422 22:09:29.375039 4836 net.cpp:176] Setting up lstm-reverse2 I0422 22:09:29.375039 4836 net.cpp:187] Top shape: 1 175104 128 (22413312) I0422 22:09:29.375039 4836 net.cpp:201] Memory required for data: 1820860416 I0422 22:09:29.377049 4836 layer_factory.hpp:76] Creating layer merge_lstm_rlstm I0422 22:09:29.377549 4836 net.cpp:123] Creating Layer merge_lstm_rlstm I0422 22:09:29.377549 4836 net.cpp:541] merge_lstm_rlstm <- lstm I0422 22:09:29.378051 4836 net.cpp:541] merge_lstm_rlstm <- rlstm I0422 22:09:29.378552 4836 net.cpp:497] merge_lstm_rlstm -> merge_lstm_rlstm I0422 22:09:29.379554 4836 net.cpp:176] Setting up merge_lstm_rlstm I0422 22:09:29.380056 4836 net.cpp:187] Top shape: 1 175104 256 (44826624) I0422 22:09:29.380056 4836 net.cpp:201] Memory required for data: 2000166912 I0422 22:09:29.380556 4836 layer_factory.hpp:76] Creating layer lstm_output_reshape I0422 22:09:29.381059 4836 net.cpp:123] Creating Layer lstm_output_reshape I0422 22:09:29.381059 4836 net.cpp:541] lstm_output_reshape <- merge_lstm_rlstm I0422 22:09:29.381561 4836 net.cpp:497] lstm_output_reshape -> lstm_output_reshape I0422 22:09:29.382061 4836 net.cpp:176] Setting up lstm_output_reshape I0422 22:09:29.382061 4836 net.cpp:187] Top shape: 1 175104 1 256 (44826624) I0422 22:09:29.383064 4836 net.cpp:201] Memory required for data: 2179473408 I0422 22:09:29.383565 4836 layer_factory.hpp:76] Creating layer lstm_output I0422 22:09:29.384068 4836 net.cpp:123] Creating Layer lstm_output I0422 22:09:29.384068 4836 net.cpp:541] lstm_output <- lstm_output_reshape I0422 22:09:29.384567 4836 net.cpp:497] lstm_output -> lstm_output I0422 22:09:29.385069 4836 net.cpp:176] Setting up lstm_output I0422 22:09:29.385069 4836 net.cpp:187] Top shape: 1 256 175104 1 (44826624) I0422 22:09:29.385571 4836 net.cpp:201] Memory required for data: 2358779904 I0422 22:09:29.386572 4836 layer_factory.hpp:76] Creating layer fc I0422 22:09:29.387075 4836 net.cpp:123] Creating Layer fc I0422 22:09:29.387075 4836 net.cpp:541] fc <- lstm_output I0422 22:09:29.387575 4836 net.cpp:497] fc -> fc I0422 22:09:29.388579 4836 net.cpp:176] Setting up fc I0422 22:09:29.388579 4836 net.cpp:187] Top shape: 1 512 175104 1 (89653248) I0422 22:09:29.389080 4836 net.cpp:201] Memory required for data: 2717392896 I0422 22:09:29.389080 4836 layer_factory.hpp:76] Creating layer relu_fc I0422 22:09:29.389581 4836 net.cpp:123] Creating Layer relu_fc I0422 22:09:29.389581 4836 net.cpp:541] relu_fc <- fc I0422 22:09:29.390082 4836 net.cpp:483] relu_fc -> fc (in-place) I0422 22:09:29.390082 4836 net.cpp:176] Setting up relu_fc I0422 22:09:29.390583 4836 net.cpp:187] Top shape: 1 512 175104 1 (89653248) I0422 22:09:29.390583 4836 net.cpp:201] Memory required for data: 3076005888 I0422 22:09:29.391085 4836 layer_factory.hpp:76] Creating layer fc_relu_fc_0_split I0422 22:09:29.391587 4836 net.cpp:123] Creating Layer fc_relu_fc_0_split I0422 22:09:29.391587 4836 net.cpp:541] fc_relu_fc_0_split <- fc I0422 22:09:29.391587 4836 net.cpp:497] fc_relu_fc_0_split -> fc_relu_fc_0_split_0 I0422 22:09:29.391587 4836 net.cpp:497] fc_relu_fc_0_split -> fc_relu_fc_0_split_1 I0422 22:09:29.392868 4836 net.cpp:176] Setting up fc_relu_fc_0_split I0422 22:09:29.392868 4836 net.cpp:187] Top shape: 1 512 175104 1 (89653248) I0422 22:09:29.392868 4836 net.cpp:187] Top shape: 1 512 175104 1 (89653248) I0422 22:09:29.393869 4836 net.cpp:201] Memory required for data: 3793231872 I0422 22:09:29.394871 4836 layer_factory.hpp:76] Creating layer rpn_cls_score I0422 22:09:29.395876 4836 net.cpp:123] Creating Layer rpn_cls_score I0422 22:09:29.395876 4836 net.cpp:541] rpn_cls_score <- fc_relu_fc_0_split_0 I0422 22:09:29.395876 4836 net.cpp:497] rpn_cls_score -> rpn_cls_score I0422 22:09:29.396878 4836 net.cpp:176] Setting up rpn_cls_score I0422 22:09:29.397881 4836 net.cpp:187] Top shape: 1 20 175104 1 (3502080) I0422 22:09:29.397881 4836 net.cpp:201] Memory required for data: 3807240192 I0422 22:09:29.398882 4836 layer_factory.hpp:76] Creating layer rpn_cls_score_reshape I0422 22:09:29.398882 4836 net.cpp:123] Creating Layer rpn_cls_score_reshape I0422 22:09:29.398882 4836 net.cpp:541] rpn_cls_score_reshape <- rpn_cls_score I0422 22:09:29.399886 4836 net.cpp:497] rpn_cls_score_reshape -> rpn_cls_score_reshape I0422 22:09:29.399886 4836 net.cpp:176] Setting up rpn_cls_score_reshape I0422 22:09:29.399886 4836 net.cpp:187] Top shape: 1 2 1751040 1 (3502080) I0422 22:09:29.399886 4836 net.cpp:201] Memory required for data: 3821248512 I0422 22:09:29.400888 4836 layer_factory.hpp:76] Creating layer rpn_bbox_pred I0422 22:09:29.400888 4836 net.cpp:123] Creating Layer rpn_bbox_pred I0422 22:09:29.400888 4836 net.cpp:541] rpn_bbox_pred <- fc_relu_fc_0_split_1 I0422 22:09:29.401891 4836 net.cpp:497] rpn_bbox_pred -> rpn_bbox_pred I0422 22:09:29.401891 4836 net.cpp:176] Setting up rpn_bbox_pred I0422 22:09:29.402894 4836 net.cpp:187] Top shape: 1 20 175104 1 (3502080) I0422 22:09:29.402894 4836 net.cpp:201] Memory required for data: 3835256832 I0422 22:09:29.402894 4836 layer_factory.hpp:76] Creating layer rpn_cls_prob I0422 22:09:29.403900 4836 net.cpp:123] Creating Layer rpn_cls_prob I0422 22:09:29.403900 4836 net.cpp:541] rpn_cls_prob <- rpn_cls_score_reshape I0422 22:09:29.404899 4836 net.cpp:497] rpn_cls_prob -> rpn_cls_prob I0422 22:09:29.405902 4836 net.cpp:176] Setting up rpn_cls_prob I0422 22:09:29.405902 4836 net.cpp:187] Top shape: 1 2 1751040 1 (3502080) I0422 22:09:29.405902 4836 net.cpp:201] Memory required for data: 3849265152 I0422 22:09:29.406904 4836 layer_factory.hpp:76] Creating layer rpn_cls_prob_reshape I0422 22:09:29.406904 4836 net.cpp:123] Creating Layer rpn_cls_prob_reshape I0422 22:09:29.406904 4836 net.cpp:541] rpn_cls_prob_reshape <- rpn_cls_prob I0422 22:09:29.407917 4836 net.cpp:497] rpn_cls_prob_reshape -> rpn_cls_prob_reshape I0422 22:09:29.407917 4836 net.cpp:176] Setting up rpn_cls_prob_reshape I0422 22:09:29.407917 4836 net.cpp:187] Top shape: 1 20 175104 1 (3502080) I0422 22:09:29.408910 4836 net.cpp:201] Memory required for data: 3863273472 I0422 22:09:29.408910 4836 net.cpp:287] rpn_cls_prob_reshape does not need backward computation. I0422 22:09:29.408910 4836 net.cpp:287] rpn_cls_prob does not need backward computation. I0422 22:09:29.409925 4836 net.cpp:287] rpn_bbox_pred does not need backward computation. I0422 22:09:29.409925 4836 net.cpp:287] rpn_cls_score_reshape does not need backward computation. I0422 22:09:29.409925 4836 net.cpp:287] rpn_cls_score does not need backward computation. I0422 22:09:29.410915 4836 net.cpp:287] fc_relu_fc_0_split does not need backward computation. I0422 22:09:29.410915 4836 net.cpp:287] relu_fc does not need backward computation. I0422 22:09:29.410915 4836 net.cpp:287] fc does not need backward computation. I0422 22:09:29.411918 4836 net.cpp:287] lstm_output does not need backward computation. I0422 22:09:29.411918 4836 net.cpp:287] lstm_output_reshape does not need backward computation. I0422 22:09:29.412921 4836 net.cpp:287] merge_lstm_rlstm does not need backward computation. I0422 22:09:29.412921 4836 net.cpp:287] lstm-reverse2 does not need backward computation. I0422 22:09:29.412921 4836 net.cpp:287] rlstm does not need backward computation. I0422 22:09:29.414928 4836 net.cpp:287] lstm-reverse1 does not need backward computation. I0422 22:09:29.414928 4836 net.cpp:287] lstm does not need backward computation. I0422 22:09:29.414928 4836 net.cpp:287] lstm_input_lstm_input_0_split does not need backward computation. I0422 22:09:29.414928 4836 net.cpp:287] lstm_input does not need backward computation. I0422 22:09:29.415930 4836 net.cpp:287] im2col_transpose does not need backward computation. I0422 22:09:29.416931 4836 net.cpp:287] im2col_im2col_0_split does not need backward computation. I0422 22:09:29.416931 4836 net.cpp:287] im2col does not need backward computation. I0422 22:09:29.416931 4836 net.cpp:287] relu5_3 does not need backward computation. I0422 22:09:29.417934 4836 net.cpp:287] conv5_3 does not need backward computation. I0422 22:09:29.417934 4836 net.cpp:287] relu5_2 does not need backward computation. I0422 22:09:29.417934 4836 net.cpp:287] conv5_2 does not need backward computation. I0422 22:09:29.418936 4836 net.cpp:287] relu5_1 does not need backward computation. I0422 22:09:29.418936 4836 net.cpp:287] conv5_1 does not need backward computation. I0422 22:09:29.418936 4836 net.cpp:287] pool4 does not need backward computation. I0422 22:09:29.419940 4836 net.cpp:287] relu4_3 does not need backward computation. I0422 22:09:29.419940 4836 net.cpp:287] conv4_3 does not need backward computation. I0422 22:09:29.419940 4836 net.cpp:287] relu4_2 does not need backward computation. I0422 22:09:29.420941 4836 net.cpp:287] conv4_2 does not need backward computation. I0422 22:09:29.420941 4836 net.cpp:287] relu4_1 does not need backward computation. I0422 22:09:29.420941 4836 net.cpp:287] conv4_1 does not need backward computation. I0422 22:09:29.421944 4836 net.cpp:287] pool3 does not need backward computation. I0422 22:09:29.422947 4836 net.cpp:287] relu3_3 does not need backward computation. I0422 22:09:29.423949 4836 net.cpp:287] conv3_3 does not need backward computation. I0422 22:09:29.423949 4836 net.cpp:287] relu3_2 does not need backward computation. I0422 22:09:29.423949 4836 net.cpp:287] conv3_2 does not need backward computation. I0422 22:09:29.424965 4836 net.cpp:287] relu3_1 does not need backward computation. I0422 22:09:29.424965 4836 net.cpp:287] conv3_1 does not need backward computation. I0422 22:09:29.424965 4836 net.cpp:287] pool2 does not need backward computation. I0422 22:09:29.425954 4836 net.cpp:287] relu2_2 does not need backward computation. I0422 22:09:29.425954 4836 net.cpp:287] conv2_2 does not need backward computation. I0422 22:09:29.425954 4836 net.cpp:287] relu2_1 does not need backward computation. I0422 22:09:29.426970 4836 net.cpp:287] conv2_1 does not need backward computation. I0422 22:09:29.426970 4836 net.cpp:287] pool1 does not need backward computation. I0422 22:09:29.426970 4836 net.cpp:287] relu1_2 does not need backward computation. I0422 22:09:29.427960 4836 net.cpp:287] conv1_2 does not need backward computation. I0422 22:09:29.427960 4836 net.cpp:287] relu1_1 does not need backward computation. I0422 22:09:29.428963 4836 net.cpp:287] conv1_1 does not need backward computation. I0422 22:09:29.428963 4836 net.cpp:343] This network produces output im2col_transpose I0422 22:09:29.429966 4836 net.cpp:343] This network produces output im_info I0422 22:09:29.429966 4836 net.cpp:343] This network produces output rpn_bbox_pred I0422 22:09:29.429966 4836 net.cpp:343] This network produces output rpn_cls_prob_reshape I0422 22:09:29.430969 4836 net.cpp:361] Network initialization done. I0422 22:09:29.430969 4836 net.cpp:362] Memory required for data: 3863273472 I0422 22:09:30.697170 4836 net.cpp:912] Ignoring source layer data I0422 22:09:30.697649 4836 net.cpp:912] Ignoring source layer data_data_0_split I0422 22:09:30.698653 4836 net.cpp:915] Copying source layer conv1_1 I0422 22:09:30.699152 4836 net.cpp:915] Copying source layer relu1_1 I0422 22:09:30.699654 4836 net.cpp:915] Copying source layer conv1_2 I0422 22:09:30.701159 4836 net.cpp:915] Copying source layer relu1_2 I0422 22:09:30.701159 4836 net.cpp:915] Copying source layer pool1 I0422 22:09:30.701659 4836 net.cpp:915] Copying source layer conv2_1 I0422 22:09:30.703665 4836 net.cpp:915] Copying source layer relu2_1 I0422 22:09:30.704165 4836 net.cpp:915] Copying source layer conv2_2 I0422 22:09:30.708176 4836 net.cpp:915] Copying source layer relu2_2 I0422 22:09:30.708176 4836 net.cpp:915] Copying source layer pool2 I0422 22:09:30.708678 4836 net.cpp:915] Copying source layer conv3_1 I0422 22:09:30.715698 4836 net.cpp:915] Copying source layer relu3_1 I0422 22:09:30.716702 4836 net.cpp:915] Copying source layer conv3_2 I0422 22:09:30.731741 4836 net.cpp:915] Copying source layer relu3_2 I0422 22:09:30.731741 4836 net.cpp:915] Copying source layer conv3_3 I0422 22:09:30.746781 4836 net.cpp:915] Copying source layer relu3_3 I0422 22:09:30.746781 4836 net.cpp:915] Copying source layer pool3 I0422 22:09:30.747786 4836 net.cpp:915] Copying source layer conv4_1 I0422 22:09:30.776887 4836 net.cpp:915] Copying source layer relu4_1 I0422 22:09:30.777878 4836 net.cpp:915] Copying source layer conv4_2 I0422 22:09:30.835047 4836 net.cpp:915] Copying source layer relu4_2 I0422 22:09:30.836024 4836 net.cpp:915] Copying source layer conv4_3 I0422 22:09:30.893175 4836 net.cpp:915] Copying source layer relu4_3 I0422 22:09:30.894178 4836 net.cpp:915] Copying source layer pool4 I0422 22:09:30.894178 4836 net.cpp:915] Copying source layer conv5_1 I0422 22:09:30.951211 4836 net.cpp:915] Copying source layer relu5_1 I0422 22:09:30.952188 4836 net.cpp:915] Copying source layer conv5_2 I0422 22:09:31.010345 4836 net.cpp:915] Copying source layer relu5_2 I0422 22:09:31.010849 4836 net.cpp:915] Copying source layer conv5_3 I0422 22:09:31.069506 4836 net.cpp:915] Copying source layer relu5_3 I0422 22:09:31.073516 4836 net.cpp:915] Copying source layer im2col I0422 22:09:31.074518 4836 net.cpp:915] Copying source layer lstm_input I0422 22:09:31.074518 4836 net.cpp:915] Copying source layer lstm_input_lstm_input_0_split I0422 22:09:31.074518 4836 net.cpp:915] Copying source layer lstm F0422 22:09:31.136427 4836 net.cpp:925] Cannot copy param 0 weights from layer 'lstm'; shape mismatch. Source param shape is 512 4608 (2359296); target param shape is 512 57 (29184). To learn this layer's parameters from scratch rather than copying from a saved net, rename the layer. *** Check failure stack trace: ***

LOADING the PRE_weight int occur the error ? could help me ? if is the LSTM layer code error?