Train_YoloV3 .ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"gpuType":"T4"},"kernelspec":{"display_name":"Python 3","name":"python3"},"accelerator":"GPU"},"cells":[{"cell_type":"markdown","metadata":{"id":"wHBQcQzjD6HJ"},"source":["**Connect google drive**"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"bwp6NIrsZZFP","executionInfo":{"status":"ok","timestamp":1685884517234,"user_tz":-540,"elapsed":421,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"981ce483-75ec-4836-f82e-043a8ffdad53"},"source":["# Check if NVIDIA GPU is enabled\n","!nvidia-smi"],"execution_count":1,"outputs":[{"output_type":"stream","name":"stdout","text":["Sun Jun  4 13:15:16 2023       \n","+-----------------------------------------------------------------------------+\n","| NVIDIA-SMI 525.85.12    Driver Version: 525.85.12    CUDA Version: 12.0     |\n","|-------------------------------+----------------------+----------------------+\n","| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n","| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n","|                               |                      |               MIG M. |\n","|===============================+======================+======================|\n","|   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |\n","| N/A   60C    P8    10W /  70W |      0MiB / 15360MiB |      0%      Default |\n","|                               |                      |                  N/A |\n","+-------------------------------+----------------------+----------------------+\n","                                                                               \n","+-----------------------------------------------------------------------------+\n","| Processes:                                                                  |\n","|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n","|        ID   ID                                                   Usage      |\n","|=============================================================================|\n","|  No running processes found                                                 |\n","+-----------------------------------------------------------------------------+\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"EMEM3Orxpgrb","executionInfo":{"status":"ok","timestamp":1685884533632,"user_tz":-540,"elapsed":15630,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"e015f85b-ee74-41cd-ca0c-d97a3350e2e1"},"source":["from google.colab import drive\n","drive.mount('/content/drive')"],"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"9e9ZW3sqMEPO","executionInfo":{"status":"ok","timestamp":1685884536643,"user_tz":-540,"elapsed":3012,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"c315c50c-3138-4b86-816a-b62c415e4abd"},"source":["from google.colab import drive\n","drive.mount('/content/gdrive')\n","!ln -s /content/gdrive/My\\ Drive/ /mydrive\n","!ls /mydrive"],"execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/gdrive\n","'2023 SW중심대학 공동AI경진대회 지원서(Crypto 팀).docx'   yolov3\n","'Colab Notebooks'\t\t\t\t\t '족보 및 솔루션'\n"," Screenshot_20230412-175741.jpg\n"]}]},{"cell_type":"markdown","metadata":{"id":"t7utW4in4azV"},"source":["**1) Clone the Darknet**\n","\n"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"e03U7Zi-qMr2","executionInfo":{"status":"ok","timestamp":1685884545067,"user_tz":-540,"elapsed":2454,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"496c6e73-defa-4d77-dccf-b6e2026fc789"},"source":["!git clone https://github.com/AlexeyAB/darknet"],"execution_count":4,"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'darknet'...\n","remote: Enumerating objects: 15521, done.\u001b[K\n","remote: Counting objects: 100% (7/7), done.\u001b[K\n","remote: Compressing objects: 100% (7/7), done.\u001b[K\n","remote: Total 15521 (delta 0), reused 4 (delta 0), pack-reused 15514\u001b[K\n","Receiving objects: 100% (15521/15521), 14.17 MiB | 23.41 MiB/s, done.\n","Resolving deltas: 100% (10413/10413), done.\n"]}]},{"cell_type":"markdown","metadata":{"id":"_aQlqwPG8VsN"},"source":["# 새 섹션"]},{"cell_type":"markdown","metadata":{"id":"7gDOF3mU-TAn"},"source":["**2) Compile Darknet using Nvidia GPU**\n"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5H-Taj06Tw1c","executionInfo":{"status":"ok","timestamp":1685884731155,"user_tz":-540,"elapsed":88409,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"a102d41a-d5f9-42a3-d668-bc75b9efe314"},"source":["# change makefile to have GPU and OPENCV enabled\n","%cd darknet\n","!sed -i 's/OPENCV=0/OPENCV=1/' Makefile\n","!sed -i 's/GPU=0/GPU=1/' Makefile\n","!sed -i 's/CUDNN=0/CUDNN=1/' Makefile\n","!make"],"execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["[Errno 20] Not a directory: 'darknet'\n","/content/darknet\n","chmod +x *.sh\n","g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image_opencv.cpp -o obj/image_opencv.o\n","\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_detections_cv_v3(void**, detection*, int, float, char**, image**, int, int)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/image_opencv.cpp:946:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Krgb\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n","  946 |                 float \u001b[01;35m\u001b[Krgb\u001b[m\u001b[K[3];\n","      |                       \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_train_loss(char*, void**, int, float, float, int, int, float, int, char*, float, int, int, double)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1147:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kthis ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’ clause does not guard... [\u001b[01;35m\u001b[K-Wmisleading-indentation\u001b[m\u001b[K]\n"," 1147 |             \u001b[01;35m\u001b[Kif\u001b[m\u001b[K (iteration_old == 0)\n","      |             \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1150:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K...this statement, but the latter is misleadingly indented as if it were guarded by the ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’\n"," 1150 |          \u001b[01;36m\u001b[Kif\u001b[m\u001b[K (iteration_old != 0){\n","      |          \u001b[01;36m\u001b[K^~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid cv_draw_object(image, float*, int, int, int*, float*, int*, int, char**)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1444:14:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbuff\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1444 |         char \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K[100];\n","      |              \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1420:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kit_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1420 |     int \u001b[01;35m\u001b[Kit_tb_res\u001b[m\u001b[K = cv::createTrackbar(it_trackbar_name, window_name, &it_trackbar_value, 1000);\n","      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1424:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Klr_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1424 |     int \u001b[01;35m\u001b[Klr_tb_res\u001b[m\u001b[K = cv::createTrackbar(lr_trackbar_name, window_name, &lr_trackbar_value, 20);\n","      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1428:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcl_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1428 |     int \u001b[01;35m\u001b[Kcl_tb_res\u001b[m\u001b[K = cv::createTrackbar(cl_trackbar_name, window_name, &cl_trackbar_value, classes-1);\n","      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/image_opencv.cpp:1431:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbo_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1431 |     int \u001b[01;35m\u001b[Kbo_tb_res\u001b[m\u001b[K = cv::createTrackbar(bo_trackbar_name, window_name, boxonly, 1);\n","      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/http_stream.cpp -o obj/http_stream.o\n","\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool JSON_sender::write(const char*)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/http_stream.cpp:253:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  253 |                 int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = _write(client, outputbuf, outlen);\n","      |                     \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool MJPG_sender::write(const cv::Mat&)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/http_stream.cpp:511:95:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%zu\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  511 |                 sprintf(head, \"--mjpegstream\\r\\nContent-Type: image/jpeg\\r\\nContent-Length: \u001b[01;35m\u001b[K%zu\u001b[m\u001b[K\\r\\n\\r\\n\", \u001b[32m\u001b[Koutlen\u001b[m\u001b[K);\n","      |                                                                                             \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K           \u001b[32m\u001b[K~~~~~~\u001b[m\u001b[K\n","      |                                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K           \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K           \u001b[32m\u001b[Kint\u001b[m\u001b[K\n","      |                                                                                               \u001b[01;35m\u001b[Klong unsigned int\u001b[m\u001b[K\n","      |                                                                                             \u001b[32m\u001b[K%u\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid set_track_id(detection*, int, float, float, float, int, int, int)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/http_stream.cpp:867:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","  867 |         for (int i = 0; \u001b[01;35m\u001b[Ki < v.size()\u001b[m\u001b[K; ++i) {\n","      |                         \u001b[01;35m\u001b[K~~^~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/http_stream.cpp:875:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","  875 |     for (int old_id = 0; \u001b[01;35m\u001b[Kold_id < old_dets.size()\u001b[m\u001b[K; ++old_id) {\n","      |                          \u001b[01;35m\u001b[K~~~~~~~^~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/http_stream.cpp:894:31:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","  894 |     for (int index = 0; \u001b[01;35m\u001b[Kindex < new_dets_num*old_dets.size()\u001b[m\u001b[K; ++index) {\n","      |                         \u001b[01;35m\u001b[K~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/http_stream.cpp:930:28:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kstd::deque<std::vector<detection_t> >::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","  930 |     if (\u001b[01;35m\u001b[Kold_dets_dq.size() > deque_size\u001b[m\u001b[K) old_dets_dq.pop_front();\n","      |         \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gemm.c -o obj/gemm.o\n","\u001b[01m\u001b[K./src/gemm.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kconvolution_2d\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/gemm.c:2044:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 2044 |     const int \u001b[01;35m\u001b[Kout_w\u001b[m\u001b[K = (w + 2 * pad - ksize) / stride + 1;    // output_width=input_width for stride=1 and pad=1\n","      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/gemm.c:2043:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 2043 |     const int \u001b[01;35m\u001b[Kout_h\u001b[m\u001b[K = (h + 2 * pad - ksize) / stride + 1;    // output_height=input_height for stride=1 and pad=1\n","      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/utils.c -o obj/utils.o\n","\u001b[01m\u001b[K./src/utils.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcustom_hash\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/utils.c:1082:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around assignment used as truth value [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n"," 1082 |     while (\u001b[01;35m\u001b[Kc\u001b[m\u001b[K = *str++)\n","      |            \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/include/string.h:495\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:14\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/utils.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/utils.c:4\u001b[m\u001b[K:\n","In function ‘\u001b[01m\u001b[Kstrncpy\u001b[m\u001b[K’,\n","    inlined from ‘\u001b[01m\u001b[Kcopy_string\u001b[m\u001b[K’ at \u001b[01m\u001b[K./src/utils.c:552:5\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/string_fortified.h:106:10:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin_strncpy\u001b[m\u001b[K’ specified bound depends on the length of the source argument [\u001b[01;35m\u001b[K-Wstringop-overflow=\u001b[m\u001b[K]\n","  106 |   return \u001b[01;35m\u001b[K__builtin___strncpy_chk (__dest, __src, __len, __bos (__dest))\u001b[m\u001b[K;\n","      |          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/utils.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcopy_string\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/utils.c:552:22:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Klength computed here\n","  552 |     strncpy(copy, s, \u001b[01;36m\u001b[Kstrlen(s)\u001b[m\u001b[K+1);\n","      |                      \u001b[01;36m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dark_cuda.c -o obj/dark_cuda.o\n","\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcudnn_check_error_extended\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/dark_cuda.c:230:20:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kenum cudaError\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kenum <anonymous>\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wenum-compare\u001b[m\u001b[K]\n","  230 |         if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDNN_STATUS_SUCCESS)\n","      |                    \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcublas_check_error_extended\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/dark_cuda.c:264:18:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kenum cudaError\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kenum cudaError_enum\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wenum-compare\u001b[m\u001b[K]\n","  264 |       if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDA_SUCCESS)\n","      |                  \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpre_allocate_pinned_memory\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/dark_cuda.c:395:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  395 |         printf(\"pre_allocate: size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB, num_of_blocks = %Iu, block_size = %Iu MB \\n\",\n","      |                                      \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n","      |                                        \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                        \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n","      |                                      \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n","  396 |             \u001b[32m\u001b[Ksize / (1024*1024)\u001b[m\u001b[K, num_of_blocks, pinned_block_size / (1024 * 1024));\n","      |             \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K          \n","      |                  \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                  \u001b[32m\u001b[Klong unsigned int\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:395:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kconst long unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  395 |         printf(\"pre_allocate: size = %Iu MB, num_of_blocks = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K, block_size = %Iu MB \\n\",\n","      |                                                              \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n","      |                                                                \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                                                \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n","      |                                                              \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n","  396 |             size / (1024*1024), \u001b[32m\u001b[Knum_of_blocks\u001b[m\u001b[K, pinned_block_size / (1024 * 1024));\n","      |                                 \u001b[32m\u001b[K~~~~~~~~~~~~~\u001b[m\u001b[K                   \n","      |                                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                 \u001b[32m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:395:82:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  395 |         printf(\"pre_allocate: size = %Iu MB, num_of_blocks = %Iu, block_size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB \\n\",\n","      |                                                                                \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n","      |                                                                                  \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                  \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n","      |                                                                                \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n","  396 |             size / (1024*1024), num_of_blocks, \u001b[32m\u001b[Kpinned_block_size / (1024 * 1024)\u001b[m\u001b[K);\n","      |                                                \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K  \n","      |                                                                  \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                  \u001b[32m\u001b[Klong unsigned int\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:405:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  405 |                 printf(\" Allocated \u001b[01;35m\u001b[K%d\u001b[m\u001b[K pinned block \\n\", \u001b[32m\u001b[Kpinned_block_size\u001b[m\u001b[K);\n","      |                                    \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                   \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                     \u001b[01;35m\u001b[K|\u001b[m\u001b[K                   \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                     \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                 \u001b[32m\u001b[Klong unsigned int\u001b[m\u001b[K\n","      |                                    \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcuda_make_array_pinned_preallocated\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/dark_cuda.c:426:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  426 |             printf(\"\\n Pinned block_id = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, filled = %f %% \\n\", \u001b[32m\u001b[Kpinned_block_id\u001b[m\u001b[K, filled);\n","      |                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:441:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  441 |             printf(\"Try to allocate new pinned memory, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n","      |                                                               \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                                                \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Klong unsigned int\u001b[m\u001b[K\n","      |                                                               \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:447:63:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  447 |             printf(\"Try to allocate new pinned BLOCK, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n","      |                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Klong unsigned int\u001b[m\u001b[K\n","      |                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","At top level:\n","\u001b[01m\u001b[K./src/dark_cuda.c:287:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasHandle\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  287 | static cublasHandle_t \u001b[01;35m\u001b[KswitchBlasHandle\u001b[m\u001b[K[16];\n","      |                       \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:286:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasInit\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  286 | static int \u001b[01;35m\u001b[KswitchBlasInit\u001b[m\u001b[K[16] = { 0 };\n","      |            \u001b[01;35m\u001b[K^~~~~~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/convolutional_layer.c -o obj/convolutional_layer.o\n","\u001b[01m\u001b[K./src/convolutional_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_convolutional_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/convolutional_layer.c:1342:32:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kt_intput_size\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1342 |                         size_t \u001b[01;35m\u001b[Kt_intput_size\u001b[m\u001b[K = binary_transpose_align_input(k, n, state.workspace, &l.t_bit_input, ldb_align, l.bit_align);\n","      |                                \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/list.c -o obj/list.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image.c -o obj/image.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/activations.c -o obj/activations.o\n","\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kactivate\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KRELU6\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","   79 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n","      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX_MAXVAL\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kgradient\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","  310 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n","      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/im2col.c -o obj/im2col.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/col2im.c -o obj/col2im.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/blas.c -o obj/blas.o\n","\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbackward_shortcut_multilayer_cpu\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas.c:207:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_index\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  207 |                 int \u001b[01;35m\u001b[Kout_index\u001b[m\u001b[K = id;\n","      |                     \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_sim\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas.c:597:59:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  597 |         printf(\" Error: find_sim(): sim isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, j, z);\n","      |                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:597:67:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  597 |         printf(\" Error: find_sim(): sim isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, \u001b[32m\u001b[Kj\u001b[m\u001b[K, z);\n","      |                                                                  \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                 \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                   \u001b[01;35m\u001b[K|\u001b[m\u001b[K                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                   \u001b[01;35m\u001b[Kint\u001b[m\u001b[K               \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                  \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:597:75:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  597 |         printf(\" Error: find_sim(): sim isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, \u001b[32m\u001b[Kz\u001b[m\u001b[K);\n","      |                                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K            \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K            \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K          \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_P_constrastive\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas.c:611:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, j, z);\n","      |                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                    \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                    \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:611:76:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, \u001b[32m\u001b[Kj\u001b[m\u001b[K, z);\n","      |                                                                           \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                 \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                            \u001b[01;35m\u001b[K|\u001b[m\u001b[K                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                            \u001b[01;35m\u001b[Kint\u001b[m\u001b[K               \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                           \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:611:84:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, \u001b[32m\u001b[Kz\u001b[m\u001b[K);\n","      |                                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K            \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                                    \u001b[01;35m\u001b[K|\u001b[m\u001b[K            \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                    \u001b[01;35m\u001b[Kint\u001b[m\u001b[K          \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive_f\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas.c:651:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  651 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, l);\n","      |                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K              \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:651:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  651 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, \u001b[32m\u001b[Kl\u001b[m\u001b[K);\n","      |                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K         \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K       \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas.c:785:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  785 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, l);\n","      |                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K              \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/blas.c:785:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  785 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, \u001b[32m\u001b[Kl\u001b[m\u001b[K);\n","      |                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~\u001b[m\u001b[K\n","      |                                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K         \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K       \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n","      |                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/crop_layer.c -o obj/crop_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dropout_layer.c -o obj/dropout_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/maxpool_layer.c -o obj/maxpool_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/softmax_layer.c -o obj/softmax_layer.o\n","\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_contrastive_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/softmax_layer.c:203:101:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 9 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kconst long unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  203 |     fprintf(stderr, \"contrastive %4d x%4d x%4d x emb_size %4d x batch: %4d  classes = %4d, step = \u001b[01;35m\u001b[K%4d\u001b[m\u001b[K \\n\", w, h, l.n, l.embedding_size, batch, l.classes, \u001b[32m\u001b[Kstep\u001b[m\u001b[K);\n","      |                                                                                                   \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K                                                     \u001b[32m\u001b[K~~~~\u001b[m\u001b[K\n","      |                                                                                                     \u001b[01;35m\u001b[K|\u001b[m\u001b[K                                                     \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                                                     \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                                                   \u001b[32m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K\n","      |                                                                                                   \u001b[32m\u001b[K%4ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_contrastive_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/softmax_layer.c:244:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kmax_truth\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n","  244 |                     float \u001b[01;35m\u001b[Kmax_truth\u001b[m\u001b[K = 0;\n","      |                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/softmax_layer.c:423:71:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kconst long unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","  423 |             printf(\" Error: too large number of bboxes: contr_size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K > max_contr_size  = %d \\n\", \u001b[32m\u001b[Kcontr_size\u001b[m\u001b[K, max_contr_size);\n","      |                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                             \u001b[32m\u001b[K~~~~~~~~~~\u001b[m\u001b[K\n","      |                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K                             \u001b[32m\u001b[K|\u001b[m\u001b[K\n","      |                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                           \u001b[32m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K\n","      |                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/data.c -o obj/data.o\n","\u001b[01m\u001b[K./src/data.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kload_data_detection\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/data.c:1297:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kx\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1297 |                 int k, \u001b[01;35m\u001b[Kx\u001b[m\u001b[K, y;\n","      |                        \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:1090:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kr_scale\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n"," 1090 |     float r1 = 0, r2 = 0, r3 = 0, r4 = 0, \u001b[01;35m\u001b[Kr_scale\u001b[m\u001b[K = 0;\n","      |                                           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfill_truth_detection\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/data.c:440:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K-Wformat-overflow=\u001b[m\u001b[K]\n","  440 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: w = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, w);\n","      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                  \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:440:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n","  440 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: w = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, w);\n","      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/include/stdio.h:867\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:36:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 52 and 4461 bytes into a destination of size 256\n","   36 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n","      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","   37 | \u001b[01;36m\u001b[K      __bos (__s), __fmt, __va_arg_pack ())\u001b[m\u001b[K;\n","      |       \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:447:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K-Wformat-overflow=\u001b[m\u001b[K]\n","  447 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: h = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, h);\n","      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                  \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:447:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n","  447 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: h = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, h);\n","      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/include/stdio.h:867\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:36:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 52 and 4461 bytes into a destination of size 256\n","   36 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n","      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","   37 | \u001b[01;36m\u001b[K      __bos (__s), __fmt, __va_arg_pack ())\u001b[m\u001b[K;\n","      |       \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:432:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K-Wformat-overflow=\u001b[m\u001b[K]\n","  432 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: x = %f, y = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, x, y);\n","      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                          \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:432:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n","  432 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: x = %f, y = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, x, y);\n","      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:432:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n","In file included from \u001b[01m\u001b[K/usr/include/stdio.h:867\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:36:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 61 and 4784 bytes into a destination of size 256\n","   36 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n","      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","   37 | \u001b[01;36m\u001b[K      __bos (__s), __fmt, __va_arg_pack ())\u001b[m\u001b[K;\n","      |       \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:424:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K-Wformat-overflow=\u001b[m\u001b[K]\n","  424 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: x = 0 or y = 0\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K);\n","      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                          \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/include/stdio.h:867\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:36:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 59 and 4154 bytes into a destination of size 256\n","   36 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n","      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","   37 | \u001b[01;36m\u001b[K      __bos (__s), __fmt, __va_arg_pack ())\u001b[m\u001b[K;\n","      |       \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/data.c:410:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K-Wformat-overflow=\u001b[m\u001b[K]\n","  410 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: class_id = %d. But class_id should be [from 0 to %d]\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, id, (classes-1));\n","      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                                                                \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/include/stdio.h:867\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:36:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 95 and 4210 bytes into a destination of size 256\n","   36 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n","      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","   37 | \u001b[01;36m\u001b[K      __bos (__s), __fmt, __va_arg_pack ())\u001b[m\u001b[K;\n","      |       \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/matrix.c -o obj/matrix.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/network.c -o obj/network.o\n","\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_network_waitkey\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/network.c:435:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kema_period\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  435 |         int \u001b[01;35m\u001b[Kema_period\u001b[m\u001b[K = (net.max_batches - ema_start_point - 1000) * (1.0 - net.ema_alpha);\n","      |             \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_network\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/network.c:660:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","  660 |         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&net->input_pinned_cpu\u001b[m\u001b[K, size * sizeof(float), cudaHostRegisterMapped))\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/network.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/connected_layer.c -o obj/connected_layer.o\n","\u001b[01m\u001b[K./src/connected_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_connected_layer_gpu\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/connected_layer.c:346:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kone\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  346 |     float \u001b[01;35m\u001b[Kone\u001b[m\u001b[K = 1;    // alpha[0], beta[0]\n","      |           \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:344:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kc\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  344 |     float * \u001b[01;35m\u001b[Kc\u001b[m\u001b[K = l.output_gpu;\n","      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:343:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kb\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  343 |     float * \u001b[01;35m\u001b[Kb\u001b[m\u001b[K = l.weights_gpu;\n","      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:342:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ka\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  342 |     float * \u001b[01;35m\u001b[Ka\u001b[m\u001b[K = state.input;\n","      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:341:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  341 |     int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = l.outputs;\n","      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:340:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kk\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  340 |     int \u001b[01;35m\u001b[Kk\u001b[m\u001b[K = l.inputs;\n","      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/connected_layer.c:339:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Km\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  339 |     int \u001b[01;35m\u001b[Km\u001b[m\u001b[K = l.batch;\n","      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/cost_layer.c -o obj/cost_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/parser.c -o obj/parser.o\n","\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kparse_network_cfg_custom\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/parser.c:1777:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n"," 1777 |         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&net.input_pinned_cpu\u001b[m\u001b[K, size * sizeof(float), cudaHostRegisterMapped)) net.input_pinned_cpu_flag = 1;\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activation_layer.h:4\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/parser.c:6\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ksave_implicit_weights\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/parser.c:1909:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ki\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1909 |     int \u001b[01;35m\u001b[Ki\u001b[m\u001b[K;\n","      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kget_classes_multipliers\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/parser.c:438:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kargument 1 range [18446744071562067968, 18446744073709551615] exceeds maximum object size 9223372036854775807 [\u001b[01;35m\u001b[K-Walloc-size-larger-than=\u001b[m\u001b[K]\n","  438 |         classes_multipliers = (float *)\u001b[01;35m\u001b[Kcalloc(classes_counters, sizeof(float))\u001b[m\u001b[K;\n","      |                                        \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K./src/parser.c:3\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/stdlib.h:542:14:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kin a call to allocation function ‘\u001b[01m\u001b[Kcalloc\u001b[m\u001b[K’ declared here\n","  542 | extern void *\u001b[01;36m\u001b[Kcalloc\u001b[m\u001b[K (size_t __nmemb, size_t __size)\n","      |              \u001b[01;36m\u001b[K^~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/option_list.c -o obj/option_list.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/darknet.c -o obj/darknet.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detection_layer.c -o obj/detection_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/captcha.c -o obj/captcha.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/route_layer.c -o obj/route_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/writing.c -o obj/writing.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/box.c -o obj/box.o\n","\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbox_iou_kind\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/box.c:154:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMSE\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n","  154 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(iou_kind) {\n","      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdiounms_sort\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/box.c:898:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbeta_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  898 |                     float \u001b[01;35m\u001b[Kbeta_prob\u001b[m\u001b[K = pow(dets[j].prob[k], 2) / sum_prob;\n","      |                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/box.c:897:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kalpha_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  897 |                     float \u001b[01;35m\u001b[Kalpha_prob\u001b[m\u001b[K = pow(dets[i].prob[k], 2) / sum_prob;\n","      |                           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/nightmare.c -o obj/nightmare.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/normalization_layer.c -o obj/normalization_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/avgpool_layer.c -o obj/avgpool_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/coco.c -o obj/coco.o\n","\u001b[01m\u001b[K./src/coco.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_coco_recall\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/coco.c:248:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbase\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  248 |     char *\u001b[01;35m\u001b[Kbase\u001b[m\u001b[K = \"results/comp4_det_test_\";\n","      |           \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dice.c -o obj/dice.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo.c -o obj/yolo.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detector.c -o obj/detector.o\n","\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_detector\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:395:72:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n","  395 |             \u001b[01;35m\u001b[K(iteration >= (iter_save + 1000) || iteration % 1000 == 0) && net.max_batches < 10000\u001b[m\u001b[K)\n","      |             \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Keliminate_bdd\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:588:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kstatement with no effect [\u001b[01;35m\u001b[K-Wunused-value\u001b[m\u001b[K]\n","  588 |                     \u001b[01;35m\u001b[Kfor\u001b[m\u001b[K (k; buf[k + n] != '\\0'; k++)\n","      |                     \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:709:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd2\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  709 |         int \u001b[01;35m\u001b[Kmkd2\u001b[m\u001b[K = make_directory(buff2, 0777);\n","      |             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:707:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  707 |         int \u001b[01;35m\u001b[Kmkd\u001b[m\u001b[K = make_directory(buff, 0777);\n","      |             \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector_map\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:1326:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kcur_prob\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n"," 1326 |                 double \u001b[01;35m\u001b[Kcur_prob\u001b[m\u001b[K = 0;\n","      |                        \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:1347:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_recall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1347 |         float \u001b[01;35m\u001b[Kclass_recall\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)(truth_classes_count[i] - tp_for_thresh_per_class[i]));\n","      |               \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:1346:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_precision\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1346 |         float \u001b[01;35m\u001b[Kclass_precision\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)fp_for_thresh_per_class[i]);\n","      |               \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdraw_object\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:1890:19:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kinv_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1890 |             float \u001b[01;35m\u001b[Kinv_loss\u001b[m\u001b[K = 1.0 / max_val_cmp(0.01, avg_loss);\n","      |                   \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/layer.c -o obj/layer.o\n","\u001b[01m\u001b[K./src/layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfree_layer_custom\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/layer.c:208:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n","  208 |     if (l.delta_gpu && (l.optimized_memory < 1 || \u001b[01;35m\u001b[Kl.keep_delta_gpu && l.optimized_memory < 3\u001b[m\u001b[K)) cuda_free(l.delta_gpu), l.delta_gpu = NULL;\n","      |                                                   \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/compare.c -o obj/compare.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/classifier.c -o obj/classifier.o\n","\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_classifier\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/classifier.c:146:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcount\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  146 |     int \u001b[01;35m\u001b[Kcount\u001b[m\u001b[K = 0;\n","      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpredict_classifier\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/classifier.c:855:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktime\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  855 |     clock_t \u001b[01;35m\u001b[Ktime\u001b[m\u001b[K;\n","      |             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdemo_classifier\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/classifier.c:1287:49:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_result\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1287 |         struct timeval tval_before, tval_after, \u001b[01;35m\u001b[Ktval_result\u001b[m\u001b[K;\n","      |                                                 \u001b[01;35m\u001b[K^~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/classifier.c:1287:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_after\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n"," 1287 |         struct timeval tval_before, \u001b[01;35m\u001b[Ktval_after\u001b[m\u001b[K, tval_result;\n","      |                                     \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/local_layer.c -o obj/local_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/swag.c -o obj/swag.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/shortcut_layer.c -o obj/shortcut_layer.o\n","\u001b[01m\u001b[K./src/shortcut_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_shortcut_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/shortcut_layer.c:55:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kscale\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","   55 |         float \u001b[01;35m\u001b[Kscale\u001b[m\u001b[K = sqrt(2. / l.nweights);\n","      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/representation_layer.c -o obj/representation_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/activation_layer.c -o obj/activation_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn_layer.c -o obj/rnn_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gru_layer.c -o obj/gru_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn.c -o obj/rnn.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn_vid.c -o obj/rnn_vid.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/crnn_layer.c -o obj/crnn_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/demo.c -o obj/demo.o\n","\u001b[01m\u001b[K./src/demo.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdetect_in_thread\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/demo.c:101:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  101 |         layer \u001b[01;35m\u001b[Kl\u001b[m\u001b[K = net.layers[net.n - 1];\n","      |               \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/tag.c -o obj/tag.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/cifar.c -o obj/cifar.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/go.c -o obj/go.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/batchnorm_layer.c -o obj/batchnorm_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/art.c -o obj/art.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/region_layer.c -o obj/region_layer.o\n","\u001b[01m\u001b[K./src/region_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_region_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/region_layer.c:63:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","   63 |     int \u001b[01;35m\u001b[Kold_h\u001b[m\u001b[K = l->h;\n","      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/region_layer.c:62:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","   62 |     int \u001b[01;35m\u001b[Kold_w\u001b[m\u001b[K = l->w;\n","      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_layer.c -o obj/reorg_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_old_layer.c -o obj/reorg_old_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/super.c -o obj/super.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/voxel.c -o obj/voxel.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/tree.c -o obj/tree.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo_layer.c -o obj/yolo_layer.o\n","\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/yolo_layer.c:68:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","   68 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.output\u001b[m\u001b[K, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n","      |                                      \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:75:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","   75 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.delta\u001b[m\u001b[K, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n","      |                                      \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/yolo_layer.c:106:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","  106 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->output\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:115:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","  115 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->delta\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kprocess_batch\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/yolo_layer.c:426:25:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kbest_match_t\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n","  426 |                     int \u001b[01;35m\u001b[Kbest_match_t\u001b[m\u001b[K = 0;\n","      |                         \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/yolo_layer.c:707:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_anyobj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  707 |     float \u001b[01;35m\u001b[Kavg_anyobj\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:706:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_obj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  706 |     float \u001b[01;35m\u001b[Kavg_obj\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:705:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_cat\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  705 |     float \u001b[01;35m\u001b[Kavg_cat\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:704:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall75\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  704 |     float \u001b[01;35m\u001b[Krecall75\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:703:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  703 |     float \u001b[01;35m\u001b[Krecall\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:702:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  702 |     float \u001b[01;35m\u001b[Ktot_ciou_loss\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:701:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  701 |     float \u001b[01;35m\u001b[Ktot_diou_loss\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:698:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  698 |     float \u001b[01;35m\u001b[Ktot_ciou\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:697:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  697 |     float \u001b[01;35m\u001b[Ktot_diou\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:696:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_giou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  696 |     float \u001b[01;35m\u001b[Ktot_giou\u001b[m\u001b[K = 0;\n","      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/yolo_layer.c:668:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","  668 |     int b, \u001b[01;35m\u001b[Kn\u001b[m\u001b[K;\n","      |            \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gaussian_yolo_layer.c -o obj/gaussian_yolo_layer.o\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_gaussian_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:72:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","   72 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.output\u001b[m\u001b[K, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n","      |                                      \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:79:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","   79 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.delta\u001b[m\u001b[K, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n","      |                                      \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_gaussian_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:111:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","  111 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->output\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:120:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n","  120 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->delta\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","      |                                          \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n","      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n","                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n"," 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n","      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/upsample_layer.c -o obj/upsample_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/lstm_layer.c -o obj/lstm_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/conv_lstm_layer.c -o obj/conv_lstm_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/scale_channels_layer.c -o obj/scale_channels_layer.o\n","gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/sam_layer.c -o obj/sam_layer.o\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/convolutional_kernels.cu -o obj/convolutional_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/activation_kernels.cu -o obj/activation_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n","\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/im2col_kernels.cu -o obj/im2col_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n","\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/col2im_kernels.cu -o obj/col2im_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/blas_kernels.cu -o obj/blas_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[K./src/blas_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_shortcut_multilayer_gpu(int, int, int, int*, float**, float*, float*, float*, float*, int, float*, float**, WEIGHTS_NORMALIZATION_T)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/blas_kernels.cu:1130:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kstep\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n"," 1130 |     \u001b[01;35m\u001b[Kint \u001b[m\u001b[Kstep = 0;\n","      |     \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/crop_layer_kernels.cu -o obj/crop_layer_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/dropout_layer_kernels.cu -o obj/dropout_layer_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/maxpool_layer_kernels.cu -o obj/maxpool_layer_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/network_kernels.cu -o obj/network_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n","\n","\u001b[01m\u001b[K./src/network_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfloat train_network_datum_gpu(network, float*, float*)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/network_kernels.cu:379:7:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n","  379 |       \u001b[01;35m\u001b[K \u001b[m\u001b[K layer l = net.layers[net.n - 1];\n","      |       \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/avgpool_layer_kernels.cu -o obj/avgpool_layer_kernels.o\n","nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include obj/image_opencv.o obj/http_stream.o obj/gemm.o obj/utils.o obj/dark_cuda.o obj/convolutional_layer.o obj/list.o obj/image.o obj/activations.o obj/im2col.o obj/col2im.o obj/blas.o obj/crop_layer.o obj/dropout_layer.o obj/maxpool_layer.o obj/softmax_layer.o obj/data.o obj/matrix.o obj/network.o obj/connected_layer.o obj/cost_layer.o obj/parser.o obj/option_list.o obj/darknet.o obj/detection_layer.o obj/captcha.o obj/route_layer.o obj/writing.o obj/box.o obj/nightmare.o obj/normalization_layer.o obj/avgpool_layer.o obj/coco.o obj/dice.o obj/yolo.o obj/detector.o obj/layer.o obj/compare.o obj/classifier.o obj/local_layer.o obj/swag.o obj/shortcut_layer.o obj/representation_layer.o obj/activation_layer.o obj/rnn_layer.o obj/gru_layer.o obj/rnn.o obj/rnn_vid.o obj/crnn_layer.o obj/demo.o obj/tag.o obj/cifar.o obj/go.o obj/batchnorm_layer.o obj/art.o obj/region_layer.o obj/reorg_layer.o obj/reorg_old_layer.o obj/super.o obj/voxel.o obj/tree.o obj/yolo_layer.o obj/gaussian_yolo_layer.o obj/upsample_layer.o obj/lstm_layer.o obj/conv_lstm_layer.o obj/scale_channels_layer.o obj/sam_layer.o obj/convolutional_kernels.o obj/activation_kernels.o obj/im2col_kernels.o obj/col2im_kernels.o obj/blas_kernels.o obj/crop_layer_kernels.o obj/dropout_layer_kernels.o obj/maxpool_layer_kernels.o obj/network_kernels.o obj/avgpool_layer_kernels.o -o darknet -lm -pthread `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv` -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand -L/usr/local/cudnn/lib64 -lcudnn -lstdc++\n"]}]},{"cell_type":"markdown","metadata":{"id":"gAOLtA_qI9vF"},"source":["**3) Configure Darknet network for training YOLO V3**"]},{"cell_type":"code","metadata":{"id":"s-RpscgU853t","executionInfo":{"status":"ok","timestamp":1685886217873,"user_tz":-540,"elapsed":314,"user":{"displayName":"Crypto","userId":"13284524763972710759"}}},"source":["#!cp cfg/yolov3.cfg cfg/yolov3_training.cfg\n","!cp /mydrive/yolov3/data/yolov3_testing.cfg cfg/yolov3_training.cfg"],"execution_count":40,"outputs":[]},{"cell_type":"code","metadata":{"id":"7AIBw_psIclz","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1685886218812,"user_tz":-540,"elapsed":637,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"a9b09941-7b37-433c-b5d6-9aaf181f8ab4"},"source":["!echo -e '' > data/obj.names\n","!echo -e '' > data/obj.data\n","!cp /mydrive/yolov3/data/obj.names data/obj.names\n","!cp /mydrive/yolov3/data/obj.data data/obj.data\n","!mkdir data/obj"],"execution_count":41,"outputs":[{"output_type":"stream","name":"stdout","text":["mkdir: cannot create directory ‘data/obj’: File exists\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"eZlkzFMW7I_N","executionInfo":{"status":"ok","timestamp":1685886220627,"user_tz":-540,"elapsed":1818,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"33fa0505-2fca-40ef-bd64-105e26bfcbc0"},"source":["# Download weights darknet model 53\n","!wget https://pjreddie.com/media/files/darknet53.conv.74"],"execution_count":42,"outputs":[{"output_type":"stream","name":"stdout","text":["--2023-06-04 13:43:38--  https://pjreddie.com/media/files/darknet53.conv.74\n","Resolving pjreddie.com (pjreddie.com)... 128.208.4.108\n","Connecting to pjreddie.com (pjreddie.com)|128.208.4.108|:443... connected.\n","HTTP request sent, awaiting response... 200 OK\n","Length: 162482580 (155M) [application/octet-stream]\n","Saving to: ‘darknet53.conv.74.4’\n","\n","darknet53.conv.74.4 100%[===================>] 154.96M  90.4MB/s    in 1.7s    \n","\n","2023-06-04 13:43:40 (90.4 MB/s) - ‘darknet53.conv.74.4’ saved [162482580/162482580]\n","\n"]}]},{"cell_type":"markdown","metadata":{"id":"9RbVKJjoncW2"},"source":["**4) Extract Images**\n","\n","The images need to be inside a zip archive called \"images.zip\" and they need to be inside the folder \"yolov3\" on Google Drive"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"jhb5nZvsQ_96","executionInfo":{"status":"ok","timestamp":1685886248752,"user_tz":-540,"elapsed":1540,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"b9558d24-318b-44af-fcfe-a461a1e27555"},"source":["!unzip /mydrive/yolov3/images.zip -d data/obj"],"execution_count":48,"outputs":[{"output_type":"stream","name":"stdout","text":["Archive:  /mydrive/yolov3/images.zip\n"," extracting: data/obj/classes.txt    \n","  inflating: data/obj/drone_1685880477.jpg  \n"," extracting: data/obj/drone_1685880477.txt  \n","  inflating: data/obj/drone_1685880479.jpg  \n","  inflating: data/obj/drone_1685880479.txt  \n","  inflating: data/obj/drone_1685880481.jpg  \n"," extracting: data/obj/drone_1685880481.txt  \n","  inflating: data/obj/drone_1685880483.jpg  \n","  inflating: data/obj/drone_1685880483.txt  \n","  inflating: data/obj/drone_1685880485.jpg  \n"," extracting: data/obj/drone_1685880485.txt  \n","  inflating: data/obj/drone_1685880489.jpg  \n","  inflating: data/obj/drone_1685880489.txt  \n","  inflating: data/obj/drone_1685880491.jpg  \n","  inflating: data/obj/drone_1685880491.txt  \n","  inflating: data/obj/drone_1685880493.jpg  \n"," extracting: data/obj/drone_1685880493.txt  \n","  inflating: data/obj/drone_1685880495.jpg  \n"," extracting: data/obj/drone_1685880495.txt  \n","  inflating: data/obj/drone_1685880497.jpg  \n","  inflating: data/obj/drone_1685880497.txt  \n","  inflating: data/obj/drone_1685880504.jpg  \n"," extracting: data/obj/drone_1685880504.txt  \n","  inflating: data/obj/drone_1685880506.jpg  \n","  inflating: data/obj/drone_1685880506.txt  \n","  inflating: data/obj/drone_1685880508.jpg  \n"," extracting: data/obj/drone_1685880508.txt  \n","  inflating: data/obj/drone_1685880510.jpg  \n"," extracting: data/obj/drone_1685880510.txt  \n","  inflating: data/obj/drone_1685880512.jpg  \n","  inflating: data/obj/drone_1685880512.txt  \n","  inflating: data/obj/drone_1685880514.jpg  \n"," extracting: data/obj/drone_1685880514.txt  \n","  inflating: data/obj/drone_1685880516.jpg  \n"," extracting: data/obj/drone_1685880516.txt  \n","  inflating: data/obj/drone_1685880518.jpg  \n","  inflating: data/obj/drone_1685880518.txt  \n","  inflating: data/obj/drone_1685880520.jpg  \n"," extracting: data/obj/drone_1685880520.txt  \n","  inflating: data/obj/drone_1685880522.jpg  \n"," extracting: data/obj/drone_1685880522.txt  \n","  inflating: data/obj/drone_1685880526.jpg  \n","  inflating: data/obj/drone_1685880526.txt  \n","  inflating: data/obj/drone_1685880532.jpg  \n"," extracting: data/obj/drone_1685880532.txt  \n","  inflating: data/obj/drone_1685880534.jpg  \n"," extracting: data/obj/drone_1685880534.txt  \n","  inflating: data/obj/drone_1685880536.jpg  \n"," extracting: data/obj/drone_1685880536.txt  \n","  inflating: data/obj/drone_1685880538.jpg  \n"," extracting: data/obj/drone_1685880538.txt  \n","  inflating: data/obj/drone_1685880540.jpg  \n"," extracting: data/obj/drone_1685880540.txt  \n","  inflating: data/obj/drone_1685880542.jpg  \n"," extracting: data/obj/drone_1685880542.txt  \n","  inflating: data/obj/drone_1685880544.jpg  \n","  inflating: data/obj/drone_1685880544.txt  \n","  inflating: data/obj/drone_1685880546.jpg  \n","  inflating: data/obj/drone_1685880546.txt  \n","  inflating: data/obj/drone_1685880548.jpg  \n"," extracting: data/obj/drone_1685880548.txt  \n","  inflating: data/obj/drone_1685880554.jpg  \n","  inflating: data/obj/drone_1685880554.txt  \n","  inflating: data/obj/drone_1685880556.jpg  \n"," extracting: 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data/obj/drone_1685880580.txt  \n","  inflating: data/obj/drone_1685880582.jpg  \n"," extracting: data/obj/drone_1685880582.txt  \n","  inflating: data/obj/drone_1685880584.jpg  \n"," extracting: data/obj/drone_1685880584.txt  \n","  inflating: data/obj/drone_1685880586.jpg  \n"," extracting: data/obj/drone_1685880586.txt  \n","  inflating: data/obj/drone_1685880588.jpg  \n"," extracting: data/obj/drone_1685880588.txt  \n","  inflating: data/obj/drone_1685880590.jpg  \n","  inflating: data/obj/drone_1685880590.txt  \n","  inflating: data/obj/drone_1685880592.jpg  \n","  inflating: data/obj/drone_1685880592.txt  \n","  inflating: data/obj/drone_1685880594.jpg  \n"," extracting: data/obj/drone_1685880594.txt  \n","  inflating: data/obj/drone_1685880596.jpg  \n"," extracting: data/obj/drone_1685880596.txt  \n","  inflating: data/obj/drone_1685880598.jpg  \n"," extracting: data/obj/drone_1685880598.txt  \n","  inflating: data/obj/drone_1685880600.jpg  \n"," extracting: data/obj/drone_1685880600.txt  \n","  inflating: data/obj/drone_1685880602.jpg  \n"," extracting: data/obj/drone_1685880602.txt  \n","  inflating: data/obj/drone_1685880604.jpg  \n"," extracting: data/obj/drone_1685880604.txt  \n","  inflating: data/obj/drone_1685880606.jpg  \n"," extracting: data/obj/drone_1685880606.txt  \n","  inflating: data/obj/drone_1685880608.jpg  \n"," extracting: data/obj/drone_1685880608.txt  \n","  inflating: data/obj/drone_1685880610.jpg  \n"," extracting: data/obj/drone_1685880610.txt  \n","  inflating: data/obj/drone_1685880612.jpg  \n"," extracting: data/obj/drone_1685880612.txt  \n","  inflating: data/obj/drone_1685880620.jpg  \n"," extracting: data/obj/drone_1685880620.txt  \n","  inflating: data/obj/drone_1685880622.jpg  \n","  inflating: data/obj/drone_1685880622.txt  \n","  inflating: data/obj/drone_1685880624.jpg  \n","  inflating: data/obj/drone_1685880624.txt  \n","  inflating: data/obj/drone_1685880630.jpg  \n"," extracting: data/obj/drone_1685880630.txt  \n","  inflating: data/obj/drone_1685880632.jpg  \n"," extracting: data/obj/drone_1685880632.txt  \n","  inflating: data/obj/drone_1685880634.jpg  \n"," extracting: data/obj/drone_1685880634.txt  \n","  inflating: data/obj/drone_1685880636.jpg  \n"," extracting: data/obj/drone_1685880636.txt  \n","  inflating: data/obj/drone_1685880638.jpg  \n"," extracting: data/obj/drone_1685880638.txt  \n","  inflating: data/obj/drone_1685880640.jpg  \n"," extracting: data/obj/drone_1685880640.txt  \n","  inflating: data/obj/drone_1685880642.jpg  \n","  inflating: data/obj/drone_1685880642.txt  \n","  inflating: data/obj/drone_1685880644.jpg  \n"," extracting: data/obj/drone_1685880644.txt  \n","  inflating: data/obj/drone_1685880648.jpg  \n","  inflating: data/obj/drone_1685880648.txt  \n","  inflating: data/obj/drone_1685880651.jpg  \n"," extracting: data/obj/drone_1685880651.txt  \n","  inflating: data/obj/drone_1685880655.jpg  \n","  inflating: data/obj/drone_1685880655.txt  \n","  inflating: data/obj/drone_1685880657.jpg  \n"," extracting: data/obj/drone_1685880657.txt  \n","  inflating: data/obj/drone_1685880659.jpg  \n","  inflating: data/obj/drone_1685880659.txt  \n","  inflating: data/obj/drone_1685880663.jpg  \n"," extracting: data/obj/drone_1685880663.txt  \n","  inflating: data/obj/drone_1685880665.jpg  \n","  inflating: data/obj/drone_1685880665.txt  \n","  inflating: data/obj/drone_1685880752.jpg  \n"," extracting: data/obj/drone_1685880752.txt  \n","  inflating: data/obj/drone_1685880754.jpg  \n"," extracting: data/obj/drone_1685880754.txt  \n","  inflating: data/obj/drone_1685880756.jpg  \n"," extracting: data/obj/drone_1685880756.txt  \n","  inflating: data/obj/drone_1685880758.jpg  \n"," extracting: data/obj/drone_1685880758.txt  \n","  inflating: data/obj/drone_1685880760.jpg  \n"," extracting: data/obj/drone_1685880760.txt  \n","  inflating: data/obj/drone_1685880762.jpg  \n"," extracting: data/obj/drone_1685880762.txt  \n","  inflating: data/obj/drone_1685880764.jpg  \n","  inflating: data/obj/drone_1685880764.txt  \n","  inflating: data/obj/drone_1685880766.jpg  \n","  inflating: data/obj/drone_1685880766.txt  \n","  inflating: data/obj/drone_1685880771.jpg  \n"," extracting: data/obj/drone_1685880771.txt  \n","  inflating: data/obj/drone_1685880773.jpg  \n","  inflating: data/obj/drone_1685880773.txt  \n","  inflating: data/obj/drone_1685880775.jpg  \n"," extracting: data/obj/drone_1685880775.txt  \n","  inflating: data/obj/drone_1685880777.jpg  \n"," extracting: data/obj/drone_1685880777.txt  \n","  inflating: data/obj/drone_1685880779.jpg  \n"," extracting: data/obj/drone_1685880779.txt  \n","  inflating: data/obj/drone_1685880781.jpg  \n","  inflating: data/obj/drone_1685880781.txt  \n","  inflating: data/obj/drone_1685880783.jpg  \n"," extracting: data/obj/drone_1685880783.txt  \n","  inflating: data/obj/drone_1685880785.jpg  \n"," extracting: data/obj/drone_1685880785.txt  \n","  inflating: data/obj/drone_1685880787.jpg  \n"," extracting: data/obj/drone_1685880787.txt  \n","  inflating: data/obj/drone_1685880789.jpg  \n","  inflating: data/obj/drone_1685880789.txt  \n","  inflating: data/obj/drone_1685880791.jpg  \n"," extracting: data/obj/drone_1685880791.txt  \n","  inflating: data/obj/drone_1685880793.jpg  \n"," extracting: data/obj/drone_1685880793.txt  \n","  inflating: data/obj/drone_1685880795.jpg  \n"," extracting: data/obj/drone_1685880795.txt  \n","  inflating: data/obj/drone_1685880797.jpg  \n"," extracting: data/obj/drone_1685880797.txt  \n","  inflating: data/obj/drone_1685880799.jpg  \n"," extracting: data/obj/drone_1685880799.txt  \n","  inflating: data/obj/drone_1685880801.jpg  \n"," extracting: data/obj/drone_1685880801.txt  \n","  inflating: data/obj/drone_1685880803.jpg  \n","  inflating: data/obj/drone_1685880803.txt  \n","  inflating: data/obj/drone_1685880805.jpg  \n"," extracting: data/obj/drone_1685880805.txt  \n","  inflating: data/obj/drone_1685880807.jpg  \n","  inflating: data/obj/drone_1685880807.txt  \n","  inflating: data/obj/drone_1685880809.jpg  \n","  inflating: data/obj/drone_1685880809.txt  \n","  inflating: data/obj/drone_1685880811.jpg  \n"," extracting: data/obj/drone_1685880811.txt  \n","  inflating: data/obj/drone_1685880813.jpg  \n","  inflating: data/obj/drone_1685880813.txt  \n","  inflating: data/obj/drone_1685880815.jpg  \n","  inflating: data/obj/drone_1685880815.txt  \n","  inflating: data/obj/drone_1685880817.jpg  \n"," extracting: data/obj/drone_1685880817.txt  \n","  inflating: data/obj/drone_1685880819.jpg  \n","  inflating: data/obj/drone_1685880819.txt  \n","  inflating: data/obj/drone_1685880821.jpg  \n"," extracting: data/obj/drone_1685880821.txt  \n","  inflating: data/obj/drone_1685880823.jpg  \n","  inflating: data/obj/drone_1685880823.txt  \n","  inflating: data/obj/drone_1685880825.jpg  \n","  inflating: data/obj/drone_1685880825.txt  \n","  inflating: data/obj/drone_1685880829.jpg  \n"," extracting: data/obj/drone_1685880829.txt  \n","  inflating: data/obj/drone_1685880831.jpg  \n","  inflating: data/obj/drone_1685880831.txt  \n","  inflating: data/obj/drone_1685880833.jpg  \n","  inflating: data/obj/drone_1685880833.txt  \n","  inflating: data/obj/drone_1685880835.jpg  \n"," extracting: data/obj/drone_1685880835.txt  \n","  inflating: data/obj/drone_1685880837.jpg  \n"," extracting: data/obj/drone_1685880837.txt  \n","  inflating: data/obj/drone_1685880839.jpg  \n"," extracting: data/obj/drone_1685880839.txt  \n","  inflating: data/obj/drone_1685880841.jpg  \n"," extracting: data/obj/drone_1685880841.txt  \n","  inflating: data/obj/drone_1685880843.jpg  \n","  inflating: data/obj/drone_1685880843.txt  \n","  inflating: data/obj/drone_1685880845.jpg  \n"," extracting: data/obj/drone_1685880845.txt  \n","  inflating: data/obj/drone_1685880849.jpg  \n"," extracting: data/obj/drone_1685880849.txt  \n","  inflating: data/obj/drone_1685880851.jpg  \n"," extracting: data/obj/drone_1685880851.txt  \n","  inflating: data/obj/drone_1685880853.jpg  \n","  inflating: data/obj/drone_1685880853.txt  \n","  inflating: data/obj/drone_1685880855.jpg  \n","  inflating: data/obj/drone_1685880855.txt  \n","  inflating: data/obj/drone_1685880857.jpg  \n"," extracting: data/obj/drone_1685880857.txt  \n","  inflating: data/obj/drone_1685880861.jpg  \n"," extracting: data/obj/drone_1685880861.txt  \n","  inflating: data/obj/drone_1685880863.jpg  \n"," extracting: data/obj/drone_1685880863.txt  \n","  inflating: data/obj/drone_1685880865.jpg  \n","  inflating: data/obj/drone_1685880865.txt  \n","  inflating: data/obj/drone_1685880867.jpg  \n"," extracting: data/obj/drone_1685880867.txt  \n","  inflating: data/obj/drone_1685880869.jpg  \n"," extracting: data/obj/drone_1685880869.txt  \n","  inflating: data/obj/drone_1685880871.jpg  \n","  inflating: data/obj/drone_1685880871.txt  \n","  inflating: data/obj/drone_1685880873.jpg  \n"," extracting: data/obj/drone_1685880873.txt  \n","  inflating: data/obj/drone_1685880875.jpg  \n"," extracting: data/obj/drone_1685880875.txt  \n","  inflating: data/obj/drone_1685880877.jpg  \n","  inflating: data/obj/drone_1685880877.txt  \n","  inflating: data/obj/drone_1685880879.jpg  \n"," extracting: data/obj/drone_1685880879.txt  \n","  inflating: data/obj/drone_1685880881.jpg  \n","  inflating: data/obj/drone_1685880881.txt  \n","  inflating: data/obj/drone_1685880883.jpg  \n"," extracting: data/obj/drone_1685880883.txt  \n","  inflating: data/obj/drone_1685880885.jpg  \n"," extracting: data/obj/drone_1685880885.txt  \n","  inflating: data/obj/drone_1685880887.jpg  \n"," extracting: data/obj/drone_1685880887.txt  \n","  inflating: data/obj/drone_1685880889.jpg  \n","  inflating: data/obj/drone_1685880889.txt  \n","  inflating: data/obj/drone_1685880891.jpg  \n"," extracting: data/obj/drone_1685880891.txt  \n","  inflating: data/obj/drone_1685880893.jpg  \n"," extracting: data/obj/drone_1685880893.txt  \n","  inflating: data/obj/drone_1685880895.jpg  \n"," extracting: data/obj/drone_1685880895.txt  \n","  inflating: data/obj/drone_1685880897.jpg  \n"," extracting: data/obj/drone_1685880897.txt  \n","  inflating: data/obj/drone_1685880899.jpg  \n","  inflating: data/obj/drone_1685880899.txt  \n","  inflating: data/obj/drone_1685880901.jpg  \n","  inflating: data/obj/drone_1685880901.txt  \n","  inflating: data/obj/drone_1685880903.jpg  \n"," extracting: data/obj/drone_1685880903.txt  \n","  inflating: data/obj/drone_1685880905.jpg  \n","  inflating: data/obj/drone_1685880905.txt  \n","  inflating: data/obj/drone_1685880907.jpg  \n","  inflating: data/obj/drone_1685880907.txt  \n","  inflating: data/obj/drone_1685880909.jpg  \n","  inflating: data/obj/drone_1685880909.txt  \n","  inflating: data/obj/drone_1685880911.jpg  \n"," extracting: data/obj/drone_1685880911.txt  \n","  inflating: data/obj/drone_1685880913.jpg  \n"," extracting: data/obj/drone_1685880913.txt  \n","  inflating: data/obj/drone_1685880915.jpg  \n"," extracting: data/obj/drone_1685880915.txt  \n","  inflating: data/obj/drone_1685880917.jpg  \n","  inflating: data/obj/drone_1685880917.txt  \n","  inflating: data/obj/drone_1685880919.jpg  \n","  inflating: data/obj/drone_1685880919.txt  \n","  inflating: data/obj/drone_1685880921.jpg  \n"," extracting: data/obj/drone_1685880921.txt  \n","  inflating: data/obj/drone_1685880923.jpg  \n"," extracting: data/obj/drone_1685880923.txt  \n","  inflating: data/obj/drone_1685880925.jpg  \n"," extracting: data/obj/drone_1685880925.txt  \n","  inflating: data/obj/drone_1685880927.jpg  \n"," extracting: data/obj/drone_1685880927.txt  \n","  inflating: data/obj/drone_1685880929.jpg  \n"," extracting: data/obj/drone_1685880929.txt  \n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5I_0ht7ITMUu","executionInfo":{"status":"ok","timestamp":1685886252521,"user_tz":-540,"elapsed":290,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"4c450c4b-d5e4-48df-f320-660a2f4da0d7"},"source":["import glob\n","images_list = glob.glob(\"data/obj/*.jpg\")\n","#images_list = glob.glob(\"data/obj/*.png\")\n","print(images_list)"],"execution_count":49,"outputs":[{"output_type":"stream","name":"stdout","text":["['data/obj/drone_1685880554.jpg', 'data/obj/drone_1685880877.jpg', 'data/obj/drone_1685880841.jpg', 'data/obj/drone_1685880657.jpg', 'data/obj/drone_1685880881.jpg', 'data/obj/drone_1685880538.jpg', 'data/obj/drone_1685880823.jpg', 'data/obj/drone_1685880779.jpg', 'data/obj/drone_1685880479.jpg', 'data/obj/drone_1685880518.jpg', 'data/obj/drone_1685880532.jpg', 'data/obj/drone_1685880648.jpg', 'data/obj/drone_1685880831.jpg', 'data/obj/drone_1685880572.jpg', 'data/obj/drone_1685880756.jpg', 'data/obj/drone_1685880497.jpg', 'data/obj/drone_1685880586.jpg', 'data/obj/drone_1685880606.jpg', 'data/obj/drone_1685880665.jpg', 'data/obj/drone_1685880608.jpg', 'data/obj/drone_1685880564.jpg', 'data/obj/drone_1685880917.jpg', 'data/obj/drone_1685880887.jpg', 'data/obj/drone_1685880787.jpg', 'data/obj/drone_1685880905.jpg', 'data/obj/drone_1685880762.jpg', 'data/obj/drone_1685880913.jpg', 'data/obj/drone_1685880777.jpg', 'data/obj/drone_1685880861.jpg', 'data/obj/drone_1685880813.jpg', 'data/obj/drone_1685880588.jpg', 'data/obj/drone_1685880612.jpg', 'data/obj/drone_1685880493.jpg', 'data/obj/drone_1685880819.jpg', 'data/obj/drone_1685880534.jpg', 'data/obj/drone_1685880857.jpg', 'data/obj/drone_1685880907.jpg', 'data/obj/drone_1685880481.jpg', 'data/obj/drone_1685880825.jpg', 'data/obj/drone_1685880803.jpg', 'data/obj/drone_1685880773.jpg', 'data/obj/drone_1685880640.jpg', 'data/obj/drone_1685880853.jpg', 'data/obj/drone_1685880891.jpg', 'data/obj/drone_1685880590.jpg', 'data/obj/drone_1685880929.jpg', 'data/obj/drone_1685880889.jpg', 'data/obj/drone_1685880560.jpg', 'data/obj/drone_1685880835.jpg', 'data/obj/drone_1685880829.jpg', 'data/obj/drone_1685880651.jpg', 'data/obj/drone_1685880799.jpg', 'data/obj/drone_1685880578.jpg', 'data/obj/drone_1685880558.jpg', 'data/obj/drone_1685880516.jpg', 'data/obj/drone_1685880758.jpg', 'data/obj/drone_1685880927.jpg', 'data/obj/drone_1685880771.jpg', 'data/obj/drone_1685880837.jpg', 'data/obj/drone_1685880642.jpg', 'data/obj/drone_1685880584.jpg', 'data/obj/drone_1685880895.jpg', 'data/obj/drone_1685880791.jpg', 'data/obj/drone_1685880855.jpg', 'data/obj/drone_1685880811.jpg', 'data/obj/drone_1685880491.jpg', 'data/obj/drone_1685880600.jpg', 'data/obj/drone_1685880510.jpg', 'data/obj/drone_1685880489.jpg', 'data/obj/drone_1685880520.jpg', 'data/obj/drone_1685880879.jpg', 'data/obj/drone_1685880512.jpg', 'data/obj/drone_1685880604.jpg', 'data/obj/drone_1685880839.jpg', 'data/obj/drone_1685880883.jpg', 'data/obj/drone_1685880622.jpg', 'data/obj/drone_1685880546.jpg', 'data/obj/drone_1685880766.jpg', 'data/obj/drone_1685880775.jpg', 'data/obj/drone_1685880644.jpg', 'data/obj/drone_1685880764.jpg', 'data/obj/drone_1685880893.jpg', 'data/obj/drone_1685880556.jpg', 'data/obj/drone_1685880781.jpg', 'data/obj/drone_1685880596.jpg', 'data/obj/drone_1685880655.jpg', 'data/obj/drone_1685880795.jpg', 'data/obj/drone_1685880636.jpg', 'data/obj/drone_1685880540.jpg', 'data/obj/drone_1685880899.jpg', 'data/obj/drone_1685880833.jpg', 'data/obj/drone_1685880504.jpg', 'data/obj/drone_1685880522.jpg', 'data/obj/drone_1685880915.jpg', 'data/obj/drone_1685880817.jpg', 'data/obj/drone_1685880869.jpg', 'data/obj/drone_1685880592.jpg', 'data/obj/drone_1685880801.jpg', 'data/obj/drone_1685880919.jpg', 'data/obj/drone_1685880911.jpg', 'data/obj/drone_1685880863.jpg', 'data/obj/drone_1685880849.jpg', 'data/obj/drone_1685880923.jpg', 'data/obj/drone_1685880809.jpg', 'data/obj/drone_1685880663.jpg', 'data/obj/drone_1685880544.jpg', 'data/obj/drone_1685880570.jpg', 'data/obj/drone_1685880574.jpg', 'data/obj/drone_1685880659.jpg', 'data/obj/drone_1685880566.jpg', 'data/obj/drone_1685880789.jpg', 'data/obj/drone_1685880901.jpg', 'data/obj/drone_1685880477.jpg', 'data/obj/drone_1685880871.jpg', 'data/obj/drone_1685880630.jpg', 'data/obj/drone_1685880793.jpg', 'data/obj/drone_1685880785.jpg', 'data/obj/drone_1685880807.jpg', 'data/obj/drone_1685880875.jpg', 'data/obj/drone_1685880536.jpg', 'data/obj/drone_1685880903.jpg', 'data/obj/drone_1685880582.jpg', 'data/obj/drone_1685880752.jpg', 'data/obj/drone_1685880851.jpg', 'data/obj/drone_1685880594.jpg', 'data/obj/drone_1685880506.jpg', 'data/obj/drone_1685880865.jpg', 'data/obj/drone_1685880921.jpg', 'data/obj/drone_1685880843.jpg', 'data/obj/drone_1685880873.jpg', 'data/obj/drone_1685880821.jpg', 'data/obj/drone_1685880598.jpg', 'data/obj/drone_1685880925.jpg', 'data/obj/drone_1685880885.jpg', 'data/obj/drone_1685880845.jpg', 'data/obj/drone_1685880514.jpg', 'data/obj/drone_1685880542.jpg', 'data/obj/drone_1685880760.jpg', 'data/obj/drone_1685880495.jpg', 'data/obj/drone_1685880602.jpg', 'data/obj/drone_1685880754.jpg', 'data/obj/drone_1685880526.jpg', 'data/obj/drone_1685880815.jpg', 'data/obj/drone_1685880485.jpg', 'data/obj/drone_1685880797.jpg', 'data/obj/drone_1685880562.jpg', 'data/obj/drone_1685880508.jpg', 'data/obj/drone_1685880867.jpg', 'data/obj/drone_1685880805.jpg', 'data/obj/drone_1685880632.jpg', 'data/obj/drone_1685880897.jpg', 'data/obj/drone_1685880909.jpg', 'data/obj/drone_1685880783.jpg', 'data/obj/drone_1685880634.jpg', 'data/obj/drone_1685880638.jpg', 'data/obj/drone_1685880624.jpg', 'data/obj/drone_1685880580.jpg', 'data/obj/drone_1685880620.jpg', 'data/obj/drone_1685880548.jpg', 'data/obj/drone_1685880610.jpg', 'data/obj/drone_1685880483.jpg']\n"]}]},{"cell_type":"code","metadata":{"id":"EzygoAtMSnon","executionInfo":{"status":"ok","timestamp":1685886252815,"user_tz":-540,"elapsed":2,"user":{"displayName":"Crypto","userId":"13284524763972710759"}}},"source":["#Create training.txt file\n","file = open(\"data/train.txt\", \"w\") \n","file.write(\"\\n\".join(images_list)) \n","file.close()"],"execution_count":50,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"CeSiuLrXoAjc"},"source":["**6) Start the training**"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"S3_g3jclUzMm","executionInfo":{"status":"ok","timestamp":1685889043613,"user_tz":-540,"elapsed":64120,"user":{"displayName":"Crypto","userId":"13284524763972710759"}},"outputId":"ffa57db1-b019-4041-a97f-52fd844f9335"},"source":["# Start the training\n","!./darknet detector train data/obj.data cfg/yolov3_training.cfg darknet53.conv.74 -dont_show"],"execution_count":51,"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1;30;43m스트리밍 출력 내용이 길어서 마지막 5000줄이 삭제되었습니다.\u001b[0m\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849902), count: 5, class_loss = 0.158478, iou_loss = 0.055409, total_loss = 0.213887 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.870802), count: 2, class_loss = 0.004541, iou_loss = 0.015032, total_loss = 0.019574 \n"," total_bbox = 25258, rewritten_bbox = 0.000000 % \n","\u001b]2;3335/4000: loss=0.1 hours left=0.1\u0007\n"," 3335: 0.078283, 0.105773 avg loss, 0.000100 rate, 0.396299 seconds, 26680 images, 0.114205 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861771), count: 1, class_loss = 0.005326, iou_loss = 0.006514, total_loss = 0.011840 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811480), count: 4, class_loss = 0.137847, iou_loss = 0.065156, total_loss = 0.203003 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.851571), count: 1, class_loss = 0.000666, iou_loss = 0.010403, total_loss = 0.011070 \n"," total_bbox = 25264, rewritten_bbox = 0.000000 % \n","\u001b]2;3336/4000: loss=0.1 hours left=0.1\u0007\n"," 3336: 0.075304, 0.102726 avg loss, 0.000100 rate, 0.405307 seconds, 26688 images, 0.113795 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857706), count: 3, class_loss = 0.089167, iou_loss = 0.027127, total_loss = 0.116294 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.843544), count: 4, class_loss = 0.012029, iou_loss = 0.055475, total_loss = 0.067504 \n"," total_bbox = 25271, rewritten_bbox = 0.000000 % \n","\u001b]2;3337/4000: loss=0.1 hours left=0.1\u0007\n"," 3337: 0.061266, 0.098580 avg loss, 0.000100 rate, 0.393419 seconds, 26696 images, 0.113404 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866110), count: 2, class_loss = 0.000151, iou_loss = 0.012892, total_loss = 0.013043 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788310), count: 5, class_loss = 0.274337, iou_loss = 0.104828, total_loss = 0.379165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.759603), count: 1, class_loss = 0.043725, iou_loss = 0.020327, total_loss = 0.064052 \n"," total_bbox = 25279, rewritten_bbox = 0.000000 % \n","\u001b]2;3338/4000: loss=0.2 hours left=0.1\u0007\n"," 3338: 0.152087, 0.103931 avg loss, 0.000100 rate, 0.398219 seconds, 26704 images, 0.112995 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874311), count: 2, class_loss = 0.006640, iou_loss = 0.010280, total_loss = 0.016920 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857002), count: 2, class_loss = 0.084769, iou_loss = 0.016751, total_loss = 0.101521 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.761857), count: 3, class_loss = 0.122720, iou_loss = 0.080989, total_loss = 0.203709 \n"," total_bbox = 25286, rewritten_bbox = 0.000000 % \n","\u001b]2;3339/4000: loss=0.1 hours left=0.1\u0007\n"," 3339: 0.107383, 0.104276 avg loss, 0.000100 rate, 0.403966 seconds, 26712 images, 0.112598 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.927219), count: 2, class_loss = 0.000796, iou_loss = 0.003209, total_loss = 0.004005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835016), count: 5, class_loss = 0.017626, iou_loss = 0.055970, total_loss = 0.073596 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.937566), count: 1, class_loss = 0.000002, iou_loss = 0.001077, total_loss = 0.001079 \n"," total_bbox = 25294, rewritten_bbox = 0.000000 % \n","\u001b]2;3340/4000: loss=0.0 hours left=0.1\u0007\n"," 3340: 0.026227, 0.096471 avg loss, 0.000100 rate, 0.395157 seconds, 26720 images, 0.112214 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837112), count: 2, class_loss = 0.051960, iou_loss = 0.016161, total_loss = 0.068120 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808585), count: 6, class_loss = 0.002014, iou_loss = 0.088784, total_loss = 0.090798 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008736, iou_loss = 0.000000, total_loss = 0.008736 \n"," total_bbox = 25302, rewritten_bbox = 0.000000 % \n","\u001b]2;3341/4000: loss=0.1 hours left=0.1\u0007\n"," 3341: 0.055885, 0.092413 avg loss, 0.000100 rate, 0.626784 seconds, 26728 images, 0.111816 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.888011), count: 2, class_loss = 0.001013, iou_loss = 0.009214, total_loss = 0.010227 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845120), count: 3, class_loss = 0.037072, iou_loss = 0.019976, total_loss = 0.057049 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000017, iou_loss = 0.000000, total_loss = 0.000017 \n"," total_bbox = 25307, rewritten_bbox = 0.000000 % \n","\u001b]2;3342/4000: loss=0.0 hours left=0.1\u0007\n"," 3342: 0.022431, 0.085414 avg loss, 0.000100 rate, 1.010983 seconds, 26736 images, 0.111845 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816781), count: 5, class_loss = 0.096850, iou_loss = 0.068951, total_loss = 0.165801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795482), count: 2, class_loss = 0.127433, iou_loss = 0.031061, total_loss = 0.158494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.609276), count: 1, class_loss = 0.122275, iou_loss = 0.107019, total_loss = 0.229295 \n"," total_bbox = 25315, rewritten_bbox = 0.000000 % \n","\u001b]2;3343/4000: loss=0.2 hours left=0.1\u0007\n"," 3343: 0.184530, 0.095326 avg loss, 0.000100 rate, 1.007138 seconds, 26744 images, 0.112575 hours left\n","Loaded: 0.000104 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837050), count: 4, class_loss = 0.205138, iou_loss = 0.035661, total_loss = 0.240798 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826771), count: 4, class_loss = 0.308667, iou_loss = 0.084611, total_loss = 0.393278 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000074, iou_loss = 0.000000, total_loss = 0.000074 \n"," total_bbox = 25323, rewritten_bbox = 0.000000 % \n","\u001b]2;3344/4000: loss=0.2 hours left=0.1\u0007\n"," 3344: 0.211383, 0.106932 avg loss, 0.000100 rate, 1.004605 seconds, 26752 images, 0.113287 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823538), count: 6, class_loss = 0.235746, iou_loss = 0.077975, total_loss = 0.313720 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892471), count: 2, class_loss = 0.004188, iou_loss = 0.016920, total_loss = 0.021108 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000085, iou_loss = 0.000000, total_loss = 0.000085 \n"," total_bbox = 25331, rewritten_bbox = 0.000000 % \n","\u001b]2;3345/4000: loss=0.1 hours left=0.1\u0007\n"," 3345: 0.111638, 0.107402 avg loss, 0.000100 rate, 1.015974 seconds, 26760 images, 0.113985 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.882510), count: 4, class_loss = 0.001324, iou_loss = 0.023693, total_loss = 0.025017 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866866), count: 4, class_loss = 0.003004, iou_loss = 0.029311, total_loss = 0.032316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n"," total_bbox = 25339, rewritten_bbox = 0.000000 % \n","\u001b]2;3346/4000: loss=0.0 hours left=0.1\u0007\n"," 3346: 0.019132, 0.098575 avg loss, 0.000100 rate, 1.008250 seconds, 26768 images, 0.114694 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819977), count: 4, class_loss = 0.003568, iou_loss = 0.042685, total_loss = 0.046254 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848237), count: 4, class_loss = 0.012036, iou_loss = 0.058273, total_loss = 0.070309 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000017, iou_loss = 0.000000, total_loss = 0.000017 \n"," total_bbox = 25347, rewritten_bbox = 0.000000 % \n","\u001b]2;3347/4000: loss=0.0 hours left=0.1\u0007\n"," 3347: 0.038860, 0.092604 avg loss, 0.000100 rate, 1.009887 seconds, 26776 images, 0.115379 hours left\n","Loaded: 0.000103 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750743), count: 3, class_loss = 0.045668, iou_loss = 0.053057, total_loss = 0.098725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750201), count: 5, class_loss = 0.115725, iou_loss = 0.136341, total_loss = 0.252066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001949, iou_loss = 0.000000, total_loss = 0.001949 \n"," total_bbox = 25355, rewritten_bbox = 0.000000 % \n","\u001b]2;3348/4000: loss=0.1 hours left=0.1\u0007\n"," 3348: 0.117580, 0.095101 avg loss, 0.000100 rate, 1.013605 seconds, 26784 images, 0.116057 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795435), count: 4, class_loss = 0.202318, iou_loss = 0.092338, total_loss = 0.294656 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868123), count: 2, class_loss = 0.167048, iou_loss = 0.009734, total_loss = 0.176781 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.026068, iou_loss = 0.000000, total_loss = 0.026068 \n"," total_bbox = 25361, rewritten_bbox = 0.000000 % \n","\u001b]2;3349/4000: loss=0.2 hours left=0.1\u0007\n"," 3349: 0.165835, 0.102175 avg loss, 0.000100 rate, 1.009108 seconds, 26792 images, 0.116733 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875557), count: 4, class_loss = 0.007573, iou_loss = 0.023309, total_loss = 0.030883 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816003), count: 1, class_loss = 0.005121, iou_loss = 0.014278, total_loss = 0.019399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.825582), count: 1, class_loss = 0.082538, iou_loss = 0.036489, total_loss = 0.119027 \n"," total_bbox = 25367, rewritten_bbox = 0.000000 % \n","\u001b]2;3350/4000: loss=0.1 hours left=0.1\u0007\n"," 3350: 0.056436, 0.097601 avg loss, 0.000100 rate, 1.011979 seconds, 26800 images, 0.117390 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868582), count: 4, class_loss = 0.094506, iou_loss = 0.034686, total_loss = 0.129192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832057), count: 4, class_loss = 0.072140, iou_loss = 0.046984, total_loss = 0.119125 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000046, iou_loss = 0.000000, total_loss = 0.000046 \n"," total_bbox = 25375, rewritten_bbox = 0.000000 % \n","\u001b]2;3351/4000: loss=0.1 hours left=0.1\u0007\n"," 3351: 0.082788, 0.096120 avg loss, 0.000100 rate, 0.584422 seconds, 26808 images, 0.118044 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827974), count: 4, class_loss = 0.166538, iou_loss = 0.040224, total_loss = 0.206762 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818903), count: 2, class_loss = 0.070737, iou_loss = 0.031988, total_loss = 0.102725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000825, iou_loss = 0.000000, total_loss = 0.000825 \n"," total_bbox = 25381, rewritten_bbox = 0.000000 % \n","\u001b]2;3352/4000: loss=0.1 hours left=0.1\u0007\n"," 3352: 0.103437, 0.096851 avg loss, 0.000100 rate, 1.013769 seconds, 26816 images, 0.117917 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826787), count: 4, class_loss = 0.009808, iou_loss = 0.044388, total_loss = 0.054196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780234), count: 4, class_loss = 0.193453, iou_loss = 0.084572, total_loss = 0.278024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 25389, rewritten_bbox = 0.000000 % \n","\u001b]2;3353/4000: loss=0.1 hours left=0.1\u0007\n"," 3353: 0.110742, 0.098240 avg loss, 0.000100 rate, 1.010887 seconds, 26824 images, 0.118563 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822500), count: 4, class_loss = 0.082981, iou_loss = 0.060366, total_loss = 0.143347 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840856), count: 4, class_loss = 0.062040, iou_loss = 0.059975, total_loss = 0.122015 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 25397, rewritten_bbox = 0.000000 % \n","\u001b]2;3354/4000: loss=0.1 hours left=0.1\u0007\n"," 3354: 0.088455, 0.097262 avg loss, 0.000100 rate, 1.012042 seconds, 26832 images, 0.119194 hours left\n","Loaded: 0.000130 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755496), count: 6, class_loss = 0.190000, iou_loss = 0.260231, total_loss = 0.450231 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749379), count: 2, class_loss = 0.004231, iou_loss = 0.060145, total_loss = 0.064376 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000069, iou_loss = 0.000000, total_loss = 0.000069 \n"," total_bbox = 25405, rewritten_bbox = 0.000000 % \n","\u001b]2;3355/4000: loss=0.2 hours left=0.1\u0007\n"," 3355: 0.171559, 0.104692 avg loss, 0.000100 rate, 1.010094 seconds, 26840 images, 0.119819 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710739), count: 5, class_loss = 0.242996, iou_loss = 0.169347, total_loss = 0.412342 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880415), count: 3, class_loss = 0.032727, iou_loss = 0.026776, total_loss = 0.059503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000248, iou_loss = 0.000000, total_loss = 0.000248 \n"," total_bbox = 25413, rewritten_bbox = 0.000000 % \n","\u001b]2;3356/4000: loss=0.2 hours left=0.1\u0007\n"," 3356: 0.157365, 0.109959 avg loss, 0.000100 rate, 1.009647 seconds, 26848 images, 0.120430 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827548), count: 4, class_loss = 0.013649, iou_loss = 0.040504, total_loss = 0.054153 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851766), count: 4, class_loss = 0.086417, iou_loss = 0.033464, total_loss = 0.119881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.079930, iou_loss = 0.000000, total_loss = 0.079930 \n"," total_bbox = 25421, rewritten_bbox = 0.000000 % \n","\u001b]2;3357/4000: loss=0.1 hours left=0.1\u0007\n"," 3357: 0.084655, 0.107428 avg loss, 0.000100 rate, 1.017852 seconds, 26856 images, 0.121032 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819835), count: 6, class_loss = 0.211689, iou_loss = 0.075299, total_loss = 0.286988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.939407), count: 2, class_loss = 0.010407, iou_loss = 0.008401, total_loss = 0.018809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000106, iou_loss = 0.000000, total_loss = 0.000106 \n"," total_bbox = 25429, rewritten_bbox = 0.000000 % \n","\u001b]2;3358/4000: loss=0.1 hours left=0.1\u0007\n"," 3358: 0.101967, 0.106882 avg loss, 0.000100 rate, 1.024391 seconds, 26864 images, 0.121640 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826937), count: 1, class_loss = 0.000039, iou_loss = 0.013544, total_loss = 0.013583 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847717), count: 5, class_loss = 0.037587, iou_loss = 0.044308, total_loss = 0.081895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 25435, rewritten_bbox = 0.000000 % \n","\u001b]2;3359/4000: loss=0.0 hours left=0.1\u0007\n"," 3359: 0.031827, 0.099377 avg loss, 0.000100 rate, 1.004468 seconds, 26872 images, 0.122251 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873627), count: 5, class_loss = 0.101313, iou_loss = 0.054974, total_loss = 0.156287 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.920033), count: 3, class_loss = 0.001021, iou_loss = 0.006239, total_loss = 0.007260 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n"," total_bbox = 25443, rewritten_bbox = 0.000000 % \n","\u001b]2;3360/4000: loss=0.1 hours left=0.1\u0007\n"," 3360: 0.054521, 0.094891 avg loss, 0.000100 rate, 1.007756 seconds, 26880 images, 0.122817 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000055 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850379), count: 2, class_loss = 0.039263, iou_loss = 0.009512, total_loss = 0.048775 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886301), count: 5, class_loss = 0.002727, iou_loss = 0.028588, total_loss = 0.031315 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000879, iou_loss = 0.000000, total_loss = 0.000879 \n"," total_bbox = 25450, rewritten_bbox = 0.000000 % \n","\u001b]2;3361/4000: loss=0.0 hours left=0.1\u0007\n"," 3361: 0.026990, 0.088101 avg loss, 0.000100 rate, 0.199640 seconds, 26888 images, 0.123381 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860272), count: 1, class_loss = 0.000143, iou_loss = 0.004083, total_loss = 0.004225 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857288), count: 4, class_loss = 0.091516, iou_loss = 0.039873, total_loss = 0.131388 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000242, iou_loss = 0.000000, total_loss = 0.000242 \n"," total_bbox = 25455, rewritten_bbox = 0.000000 % \n","\u001b]2;3362/4000: loss=0.0 hours left=0.1\u0007\n"," 3362: 0.045285, 0.083820 avg loss, 0.000100 rate, 0.353428 seconds, 26896 images, 0.122501 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.896293), count: 2, class_loss = 0.015828, iou_loss = 0.007733, total_loss = 0.023561 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814019), count: 5, class_loss = 0.192832, iou_loss = 0.058285, total_loss = 0.251117 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000110, iou_loss = 0.000000, total_loss = 0.000110 \n"," total_bbox = 25462, rewritten_bbox = 0.000000 % \n","\u001b]2;3363/4000: loss=0.1 hours left=0.1\u0007\n"," 3363: 0.091596, 0.084597 avg loss, 0.000100 rate, 0.366926 seconds, 26904 images, 0.121903 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753854), count: 2, class_loss = 0.000037, iou_loss = 0.028680, total_loss = 0.028716 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.885786), count: 3, class_loss = 0.009938, iou_loss = 0.014760, total_loss = 0.024698 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.847618), count: 3, class_loss = 0.115211, iou_loss = 0.033709, total_loss = 0.148920 \n"," total_bbox = 25470, rewritten_bbox = 0.000000 % \n","\u001b]2;3364/4000: loss=0.1 hours left=0.1\u0007\n"," 3364: 0.067445, 0.082882 avg loss, 0.000100 rate, 0.356605 seconds, 26912 images, 0.121333 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837675), count: 1, class_loss = 0.000034, iou_loss = 0.009176, total_loss = 0.009210 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844859), count: 2, class_loss = 0.001587, iou_loss = 0.031503, total_loss = 0.033090 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.801628), count: 3, class_loss = 0.014132, iou_loss = 0.038856, total_loss = 0.052987 \n"," total_bbox = 25476, rewritten_bbox = 0.000000 % \n","\u001b]2;3365/4000: loss=0.0 hours left=0.1\u0007\n"," 3365: 0.031763, 0.077770 avg loss, 0.000100 rate, 0.352708 seconds, 26920 images, 0.120750 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.897669), count: 1, class_loss = 0.000039, iou_loss = 0.006152, total_loss = 0.006191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843427), count: 1, class_loss = 0.001036, iou_loss = 0.004282, total_loss = 0.005317 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854260), count: 6, class_loss = 0.024779, iou_loss = 0.057042, total_loss = 0.081821 \n"," total_bbox = 25484, rewritten_bbox = 0.000000 % \n","\u001b]2;3366/4000: loss=0.0 hours left=0.1\u0007\n"," 3366: 0.031110, 0.073104 avg loss, 0.000100 rate, 0.361192 seconds, 26928 images, 0.120165 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.943701), count: 1, class_loss = 0.001849, iou_loss = 0.000606, total_loss = 0.002455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829784), count: 4, class_loss = 0.199645, iou_loss = 0.071665, total_loss = 0.271310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.809546), count: 2, class_loss = 0.066395, iou_loss = 0.033612, total_loss = 0.100007 \n"," total_bbox = 25491, rewritten_bbox = 0.000000 % \n","\u001b]2;3367/4000: loss=0.1 hours left=0.1\u0007\n"," 3367: 0.124591, 0.078253 avg loss, 0.000100 rate, 0.357947 seconds, 26936 images, 0.119599 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827571), count: 1, class_loss = 0.000058, iou_loss = 0.007008, total_loss = 0.007067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839076), count: 4, class_loss = 0.030378, iou_loss = 0.033277, total_loss = 0.063655 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828497), count: 3, class_loss = 0.006716, iou_loss = 0.036653, total_loss = 0.043369 \n"," total_bbox = 25499, rewritten_bbox = 0.000000 % \n","\u001b]2;3368/4000: loss=0.0 hours left=0.1\u0007\n"," 3368: 0.038030, 0.074230 avg loss, 0.000100 rate, 0.352408 seconds, 26944 images, 0.119033 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806904), count: 4, class_loss = 0.000740, iou_loss = 0.054771, total_loss = 0.055511 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744598), count: 3, class_loss = 0.145562, iou_loss = 0.177965, total_loss = 0.323527 \n"," total_bbox = 25506, rewritten_bbox = 0.000000 % \n","\u001b]2;3369/4000: loss=0.1 hours left=0.1\u0007\n"," 3369: 0.126346, 0.079442 avg loss, 0.000100 rate, 0.359563 seconds, 26952 images, 0.118462 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808796), count: 5, class_loss = 0.146227, iou_loss = 0.132544, total_loss = 0.278771 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.619849), count: 3, class_loss = 0.161519, iou_loss = 0.254011, total_loss = 0.415530 \n"," total_bbox = 25514, rewritten_bbox = 0.000000 % \n","\u001b]2;3370/4000: loss=0.2 hours left=0.1\u0007\n"," 3370: 0.231450, 0.094643 avg loss, 0.000100 rate, 0.357038 seconds, 26960 images, 0.117907 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000049 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.937560), count: 1, class_loss = 0.001113, iou_loss = 0.001321, total_loss = 0.002434 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848186), count: 3, class_loss = 0.164580, iou_loss = 0.033653, total_loss = 0.198234 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.771713), count: 3, class_loss = 0.155560, iou_loss = 0.082909, total_loss = 0.238468 \n"," total_bbox = 25521, rewritten_bbox = 0.000000 % \n","\u001b]2;3371/4000: loss=0.1 hours left=0.1\u0007\n"," 3371: 0.146379, 0.099816 avg loss, 0.000100 rate, 0.275926 seconds, 26968 images, 0.117353 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.902866), count: 1, class_loss = 0.000075, iou_loss = 0.002685, total_loss = 0.002761 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864831), count: 5, class_loss = 0.004150, iou_loss = 0.041293, total_loss = 0.045442 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.835650), count: 2, class_loss = 0.044007, iou_loss = 0.020605, total_loss = 0.064613 \n"," total_bbox = 25529, rewritten_bbox = 0.000000 % \n","\u001b]2;3372/4000: loss=0.0 hours left=0.1\u0007\n"," 3372: 0.037605, 0.093595 avg loss, 0.000100 rate, 0.478948 seconds, 26976 images, 0.116662 hours left\n","Loaded: 0.000100 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838118), count: 1, class_loss = 0.000063, iou_loss = 0.007530, total_loss = 0.007593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864303), count: 7, class_loss = 0.091798, iou_loss = 0.047325, total_loss = 0.139123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000142, iou_loss = 0.000000, total_loss = 0.000142 \n"," total_bbox = 25537, rewritten_bbox = 0.000000 % \n","\u001b]2;3373/4000: loss=0.0 hours left=0.1\u0007\n"," 3373: 0.048952, 0.089131 avg loss, 0.000100 rate, 0.506700 seconds, 26984 images, 0.116331 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861411), count: 3, class_loss = 0.034657, iou_loss = 0.024410, total_loss = 0.059067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861594), count: 4, class_loss = 0.013631, iou_loss = 0.034241, total_loss = 0.047873 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 25544, rewritten_bbox = 0.000000 % \n","\u001b]2;3374/4000: loss=0.0 hours left=0.1\u0007\n"," 3374: 0.035648, 0.083783 avg loss, 0.000100 rate, 0.481411 seconds, 26992 images, 0.116050 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877332), count: 7, class_loss = 0.108980, iou_loss = 0.051942, total_loss = 0.160922 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.872042), count: 1, class_loss = 0.018681, iou_loss = 0.007345, total_loss = 0.026027 \n"," total_bbox = 25552, rewritten_bbox = 0.000000 % \n","\u001b]2;3375/4000: loss=0.1 hours left=0.1\u0007\n"," 3375: 0.062323, 0.081637 avg loss, 0.000100 rate, 0.498980 seconds, 27000 images, 0.115727 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859682), count: 3, class_loss = 0.002010, iou_loss = 0.024499, total_loss = 0.026509 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838510), count: 5, class_loss = 0.018306, iou_loss = 0.050692, total_loss = 0.068998 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000353, iou_loss = 0.000000, total_loss = 0.000353 \n"," total_bbox = 25560, rewritten_bbox = 0.000000 % \n","\u001b]2;3376/4000: loss=0.0 hours left=0.1\u0007\n"," 3376: 0.031953, 0.076668 avg loss, 0.000100 rate, 0.485841 seconds, 27008 images, 0.115436 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762916), count: 2, class_loss = 0.029598, iou_loss = 0.033557, total_loss = 0.063155 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791059), count: 4, class_loss = 0.002855, iou_loss = 0.055428, total_loss = 0.058284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.799287), count: 2, class_loss = 0.021775, iou_loss = 0.027021, total_loss = 0.048796 \n"," total_bbox = 25568, rewritten_bbox = 0.000000 % \n","\u001b]2;3377/4000: loss=0.1 hours left=0.1\u0007\n"," 3377: 0.056745, 0.074676 avg loss, 0.000100 rate, 0.494232 seconds, 27016 images, 0.115124 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.881931), count: 2, class_loss = 0.061503, iou_loss = 0.009190, total_loss = 0.070692 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842360), count: 3, class_loss = 0.006012, iou_loss = 0.038049, total_loss = 0.044061 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.501265), count: 2, class_loss = 0.172305, iou_loss = 0.541312, total_loss = 0.713617 \n"," total_bbox = 25575, rewritten_bbox = 0.000000 % \n","\u001b]2;3378/4000: loss=0.3 hours left=0.1\u0007\n"," 3378: 0.276123, 0.094821 avg loss, 0.000100 rate, 0.489266 seconds, 27024 images, 0.114828 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835033), count: 1, class_loss = 0.140655, iou_loss = 0.006951, total_loss = 0.147606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879362), count: 6, class_loss = 0.083983, iou_loss = 0.033549, total_loss = 0.117532 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.792477), count: 1, class_loss = 0.117624, iou_loss = 0.008876, total_loss = 0.126501 \n"," total_bbox = 25583, rewritten_bbox = 0.000000 % \n","\u001b]2;3379/4000: loss=0.1 hours left=0.1\u0007\n"," 3379: 0.130546, 0.098393 avg loss, 0.000100 rate, 0.496135 seconds, 27032 images, 0.114526 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874597), count: 2, class_loss = 0.002107, iou_loss = 0.010110, total_loss = 0.012217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861597), count: 4, class_loss = 0.026858, iou_loss = 0.032205, total_loss = 0.059064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.642519), count: 1, class_loss = 0.023073, iou_loss = 0.043975, total_loss = 0.067048 \n"," total_bbox = 25590, rewritten_bbox = 0.000000 % \n","\u001b]2;3380/4000: loss=0.0 hours left=0.1\u0007\n"," 3380: 0.046109, 0.093165 avg loss, 0.000100 rate, 0.492103 seconds, 27040 images, 0.114236 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 448 x 448 \n"," try to allocate additional workspace_size = 174.59 MB \n"," CUDA allocate done! \n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876178), count: 1, class_loss = 0.000259, iou_loss = 0.003049, total_loss = 0.003307 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883532), count: 7, class_loss = 0.002258, iou_loss = 0.063363, total_loss = 0.065621 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.072258, iou_loss = 0.000000, total_loss = 0.072258 \n"," total_bbox = 25598, rewritten_bbox = 0.000000 % \n","\u001b]2;3381/4000: loss=0.0 hours left=0.1\u0007\n"," 3381: 0.047062, 0.088555 avg loss, 0.000100 rate, 0.296231 seconds, 27048 images, 0.113942 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828318), count: 7, class_loss = 0.112914, iou_loss = 0.103257, total_loss = 0.216171 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813953), count: 1, class_loss = 0.001565, iou_loss = 0.011366, total_loss = 0.012931 \n"," total_bbox = 25606, rewritten_bbox = 0.000000 % \n","\u001b]2;3382/4000: loss=0.1 hours left=0.1\u0007\n"," 3382: 0.076370, 0.087336 avg loss, 0.000100 rate, 0.524813 seconds, 27056 images, 0.113312 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876710), count: 3, class_loss = 0.068254, iou_loss = 0.018616, total_loss = 0.086870 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882837), count: 4, class_loss = 0.001726, iou_loss = 0.023802, total_loss = 0.025528 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.903267), count: 1, class_loss = 0.025477, iou_loss = 0.007297, total_loss = 0.032774 \n"," total_bbox = 25614, rewritten_bbox = 0.000000 % \n","\u001b]2;3383/4000: loss=0.0 hours left=0.1\u0007\n"," 3383: 0.048391, 0.083442 avg loss, 0.000100 rate, 0.549868 seconds, 27064 images, 0.113080 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.903510), count: 2, class_loss = 0.007983, iou_loss = 0.004985, total_loss = 0.012969 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.906575), count: 3, class_loss = 0.048380, iou_loss = 0.007316, total_loss = 0.055696 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.621362), count: 3, class_loss = 0.122719, iou_loss = 0.188682, total_loss = 0.311400 \n"," total_bbox = 25622, rewritten_bbox = 0.000000 % \n","\u001b]2;3384/4000: loss=0.1 hours left=0.1\u0007\n"," 3384: 0.126688, 0.087766 avg loss, 0.000100 rate, 0.530258 seconds, 27072 images, 0.112892 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822814), count: 3, class_loss = 0.002471, iou_loss = 0.032703, total_loss = 0.035175 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833880), count: 4, class_loss = 0.092010, iou_loss = 0.031297, total_loss = 0.123307 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.725552), count: 1, class_loss = 0.004052, iou_loss = 0.079299, total_loss = 0.083350 \n"," total_bbox = 25630, rewritten_bbox = 0.000000 % \n","\u001b]2;3385/4000: loss=0.1 hours left=0.1\u0007\n"," 3385: 0.080611, 0.087051 avg loss, 0.000100 rate, 0.534508 seconds, 27080 images, 0.112670 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714626), count: 3, class_loss = 0.124825, iou_loss = 0.229060, total_loss = 0.353885 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845686), count: 5, class_loss = 0.119273, iou_loss = 0.067094, total_loss = 0.186367 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009648, iou_loss = 0.000000, total_loss = 0.009648 \n"," total_bbox = 25638, rewritten_bbox = 0.000000 % \n","\u001b]2;3386/4000: loss=0.2 hours left=0.1\u0007\n"," 3386: 0.183300, 0.096676 avg loss, 0.000100 rate, 0.531145 seconds, 27088 images, 0.112457 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778611), count: 3, class_loss = 0.062073, iou_loss = 0.049178, total_loss = 0.111251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822983), count: 5, class_loss = 0.122955, iou_loss = 0.039766, total_loss = 0.162721 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002576, iou_loss = 0.000000, total_loss = 0.002576 \n"," total_bbox = 25646, rewritten_bbox = 0.000000 % \n","\u001b]2;3387/4000: loss=0.1 hours left=0.1\u0007\n"," 3387: 0.092183, 0.096226 avg loss, 0.000100 rate, 0.537197 seconds, 27096 images, 0.112238 hours left\n","Loaded: 0.000097 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833404), count: 1, class_loss = 0.000063, iou_loss = 0.006442, total_loss = 0.006505 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807833), count: 6, class_loss = 0.125132, iou_loss = 0.141101, total_loss = 0.266233 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.059924, iou_loss = 0.000000, total_loss = 0.059924 \n"," total_bbox = 25653, rewritten_bbox = 0.000000 % \n","\u001b]2;3388/4000: loss=0.1 hours left=0.1\u0007\n"," 3388: 0.110887, 0.097692 avg loss, 0.000100 rate, 0.533860 seconds, 27104 images, 0.112031 hours left\n","Loaded: 0.000126 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865202), count: 2, class_loss = 0.095597, iou_loss = 0.013138, total_loss = 0.108735 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824095), count: 3, class_loss = 0.256715, iou_loss = 0.025188, total_loss = 0.281903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.728375), count: 3, class_loss = 0.168356, iou_loss = 0.073389, total_loss = 0.241745 \n"," total_bbox = 25661, rewritten_bbox = 0.000000 % \n","\u001b]2;3389/4000: loss=0.2 hours left=0.1\u0007\n"," 3389: 0.210795, 0.109003 avg loss, 0.000100 rate, 0.536185 seconds, 27112 images, 0.111818 hours left\n","Loaded: 0.000109 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833947), count: 3, class_loss = 0.001942, iou_loss = 0.045985, total_loss = 0.047927 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865072), count: 4, class_loss = 0.062608, iou_loss = 0.041419, total_loss = 0.104028 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000904, iou_loss = 0.000000, total_loss = 0.000904 \n"," total_bbox = 25668, rewritten_bbox = 0.000000 % \n","\u001b]2;3390/4000: loss=0.1 hours left=0.1\u0007\n"," 3390: 0.050953, 0.103198 avg loss, 0.000100 rate, 0.534597 seconds, 27120 images, 0.111610 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 480 x 480 \n"," try to allocate additional workspace_size = 200.25 MB \n"," CUDA allocate done! \n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899848), count: 3, class_loss = 0.000243, iou_loss = 0.013781, total_loss = 0.014024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822137), count: 5, class_loss = 0.083393, iou_loss = 0.075212, total_loss = 0.158605 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n"," total_bbox = 25676, rewritten_bbox = 0.000000 % \n","\u001b]2;3391/4000: loss=0.1 hours left=0.1\u0007\n"," 3391: 0.057547, 0.098633 avg loss, 0.000100 rate, 0.332371 seconds, 27128 images, 0.111400 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726777), count: 1, class_loss = 0.000406, iou_loss = 0.019757, total_loss = 0.020163 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836998), count: 2, class_loss = 0.017585, iou_loss = 0.015522, total_loss = 0.033107 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.782443), count: 3, class_loss = 0.146075, iou_loss = 0.080095, total_loss = 0.226170 \n"," total_bbox = 25682, rewritten_bbox = 0.000000 % \n","\u001b]2;3392/4000: loss=0.1 hours left=0.1\u0007\n"," 3392: 0.093147, 0.098084 avg loss, 0.000100 rate, 0.609868 seconds, 27136 images, 0.110849 hours left\n","Loaded: 0.000149 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727316), count: 2, class_loss = 0.185089, iou_loss = 0.072304, total_loss = 0.257393 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.910444), count: 4, class_loss = 0.000380, iou_loss = 0.018421, total_loss = 0.018801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.770976), count: 1, class_loss = 0.002864, iou_loss = 0.021688, total_loss = 0.024552 \n"," total_bbox = 25689, rewritten_bbox = 0.000000 % \n","\u001b]2;3393/4000: loss=0.1 hours left=0.1\u0007\n"," 3393: 0.100249, 0.098300 avg loss, 0.000100 rate, 0.589855 seconds, 27144 images, 0.110770 hours left\n","Loaded: 0.000125 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.922466), count: 4, class_loss = 0.071096, iou_loss = 0.008946, total_loss = 0.080042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848015), count: 2, class_loss = 0.002621, iou_loss = 0.026341, total_loss = 0.028962 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.797446), count: 1, class_loss = 0.001183, iou_loss = 0.025864, total_loss = 0.027048 \n"," total_bbox = 25696, rewritten_bbox = 0.000000 % \n","\u001b]2;3394/4000: loss=0.0 hours left=0.1\u0007\n"," 3394: 0.045351, 0.093005 avg loss, 0.000100 rate, 0.606883 seconds, 27152 images, 0.110658 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698613), count: 3, class_loss = 0.096006, iou_loss = 0.108446, total_loss = 0.204452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825690), count: 3, class_loss = 0.037710, iou_loss = 0.035607, total_loss = 0.073316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.373420), count: 1, class_loss = 0.125706, iou_loss = 0.068101, total_loss = 0.193807 \n"," total_bbox = 25703, rewritten_bbox = 0.000000 % \n","\u001b]2;3395/4000: loss=0.2 hours left=0.1\u0007\n"," 3395: 0.157192, 0.099424 avg loss, 0.000100 rate, 0.589428 seconds, 27160 images, 0.110573 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.902109), count: 5, class_loss = 0.003181, iou_loss = 0.030298, total_loss = 0.033479 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871537), count: 3, class_loss = 0.000933, iou_loss = 0.026069, total_loss = 0.027001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 25711, rewritten_bbox = 0.000000 % \n","\u001b]2;3396/4000: loss=0.0 hours left=0.1\u0007\n"," 3396: 0.020161, 0.091498 avg loss, 0.000100 rate, 0.607013 seconds, 27168 images, 0.110458 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857103), count: 5, class_loss = 0.018181, iou_loss = 0.031362, total_loss = 0.049543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842757), count: 3, class_loss = 0.002184, iou_loss = 0.032302, total_loss = 0.034485 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.046731, iou_loss = 0.000000, total_loss = 0.046731 \n"," total_bbox = 25719, rewritten_bbox = 0.000000 % \n","\u001b]2;3397/4000: loss=0.0 hours left=0.1\u0007\n"," 3397: 0.043586, 0.086707 avg loss, 0.000100 rate, 0.602937 seconds, 27176 images, 0.110372 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856303), count: 4, class_loss = 0.031984, iou_loss = 0.022509, total_loss = 0.054493 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866451), count: 2, class_loss = 0.100282, iou_loss = 0.017652, total_loss = 0.117935 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.937180), count: 1, class_loss = 0.077439, iou_loss = 0.005034, total_loss = 0.082474 \n"," total_bbox = 25726, rewritten_bbox = 0.000000 % \n","\u001b]2;3398/4000: loss=0.1 hours left=0.1\u0007\n"," 3398: 0.084967, 0.086533 avg loss, 0.000100 rate, 0.604225 seconds, 27184 images, 0.110278 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825865), count: 3, class_loss = 0.001672, iou_loss = 0.031916, total_loss = 0.033588 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858818), count: 4, class_loss = 0.004955, iou_loss = 0.028459, total_loss = 0.033413 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768582), count: 1, class_loss = 0.017245, iou_loss = 0.012609, total_loss = 0.029854 \n"," total_bbox = 25734, rewritten_bbox = 0.000000 % \n","\u001b]2;3399/4000: loss=0.0 hours left=0.1\u0007\n"," 3399: 0.032285, 0.081108 avg loss, 0.000100 rate, 0.604991 seconds, 27192 images, 0.110186 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.891846), count: 2, class_loss = 0.001032, iou_loss = 0.010362, total_loss = 0.011394 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884413), count: 4, class_loss = 0.020609, iou_loss = 0.026813, total_loss = 0.047423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000202, iou_loss = 0.000000, total_loss = 0.000202 \n"," total_bbox = 25740, rewritten_bbox = 0.000000 % \n","\u001b]2;3400/4000: loss=0.0 hours left=0.1\u0007\n"," 3400: 0.019673, 0.074964 avg loss, 0.000100 rate, 0.593110 seconds, 27200 images, 0.110094 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874148), count: 2, class_loss = 0.000025, iou_loss = 0.012904, total_loss = 0.012930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856334), count: 5, class_loss = 0.166084, iou_loss = 0.043275, total_loss = 0.209358 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.748458), count: 1, class_loss = 0.108463, iou_loss = 0.058003, total_loss = 0.166466 \n"," total_bbox = 25748, rewritten_bbox = 0.000000 % \n","\u001b]2;3401/4000: loss=0.1 hours left=0.1\u0007\n"," 3401: 0.129584, 0.080426 avg loss, 0.000100 rate, 0.271929 seconds, 27208 images, 0.109982 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.008600, iou_loss = 0.000000, total_loss = 0.008600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816055), count: 4, class_loss = 0.106705, iou_loss = 0.137274, total_loss = 0.243979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.892391), count: 1, class_loss = 0.000434, iou_loss = 0.006024, total_loss = 0.006458 \n"," total_bbox = 25753, rewritten_bbox = 0.000000 % \n","\u001b]2;3402/4000: loss=0.1 hours left=0.1\u0007\n"," 3402: 0.086346, 0.081018 avg loss, 0.000100 rate, 0.482512 seconds, 27216 images, 0.109335 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001829, iou_loss = 0.000000, total_loss = 0.001829 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827150), count: 7, class_loss = 0.139779, iou_loss = 0.082750, total_loss = 0.222528 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.866860), count: 1, class_loss = 0.001659, iou_loss = 0.008681, total_loss = 0.010340 \n"," total_bbox = 25761, rewritten_bbox = 0.000000 % \n","\u001b]2;3403/4000: loss=0.1 hours left=0.1\u0007\n"," 3403: 0.078233, 0.080740 avg loss, 0.000100 rate, 0.506423 seconds, 27224 images, 0.109043 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863938), count: 3, class_loss = 0.002426, iou_loss = 0.014830, total_loss = 0.017255 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809671), count: 5, class_loss = 0.092540, iou_loss = 0.058789, total_loss = 0.151330 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000888, iou_loss = 0.000000, total_loss = 0.000888 \n"," total_bbox = 25769, rewritten_bbox = 0.000000 % \n","\u001b]2;3404/4000: loss=0.1 hours left=0.1\u0007\n"," 3404: 0.056491, 0.078315 avg loss, 0.000100 rate, 0.477879 seconds, 27232 images, 0.108793 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867877), count: 3, class_loss = 0.000285, iou_loss = 0.014524, total_loss = 0.014809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838292), count: 5, class_loss = 0.010768, iou_loss = 0.057696, total_loss = 0.068465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001202, iou_loss = 0.000000, total_loss = 0.001202 \n"," total_bbox = 25777, rewritten_bbox = 0.000000 % \n","\u001b]2;3405/4000: loss=0.0 hours left=0.1\u0007\n"," 3405: 0.028158, 0.073299 avg loss, 0.000100 rate, 0.495471 seconds, 27240 images, 0.108496 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832400), count: 2, class_loss = 0.000986, iou_loss = 0.018939, total_loss = 0.019926 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895338), count: 3, class_loss = 0.000667, iou_loss = 0.010609, total_loss = 0.011276 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.826757), count: 3, class_loss = 0.128352, iou_loss = 0.040015, total_loss = 0.168367 \n"," total_bbox = 25785, rewritten_bbox = 0.000000 % \n","\u001b]2;3406/4000: loss=0.1 hours left=0.1\u0007\n"," 3406: 0.066523, 0.072622 avg loss, 0.000100 rate, 0.483903 seconds, 27248 images, 0.108230 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.900470), count: 1, class_loss = 0.002012, iou_loss = 0.001586, total_loss = 0.003598 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.898338), count: 6, class_loss = 0.007786, iou_loss = 0.044114, total_loss = 0.051900 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591619), count: 1, class_loss = 0.103449, iou_loss = 0.085433, total_loss = 0.188882 \n"," total_bbox = 25793, rewritten_bbox = 0.000000 % \n","\u001b]2;3407/4000: loss=0.1 hours left=0.1\u0007\n"," 3407: 0.081460, 0.073505 avg loss, 0.000100 rate, 0.494451 seconds, 27256 images, 0.107947 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854788), count: 2, class_loss = 0.036190, iou_loss = 0.012057, total_loss = 0.048247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677864), count: 4, class_loss = 0.159290, iou_loss = 0.290835, total_loss = 0.450125 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.779792), count: 1, class_loss = 0.118562, iou_loss = 0.023937, total_loss = 0.142499 \n"," total_bbox = 25800, rewritten_bbox = 0.000000 % \n","\u001b]2;3408/4000: loss=0.2 hours left=0.1\u0007\n"," 3408: 0.213624, 0.087517 avg loss, 0.000100 rate, 0.484991 seconds, 27264 images, 0.107682 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820065), count: 4, class_loss = 0.025327, iou_loss = 0.034776, total_loss = 0.060102 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.920713), count: 1, class_loss = 0.038368, iou_loss = 0.002991, total_loss = 0.041359 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.751479), count: 2, class_loss = 0.004415, iou_loss = 0.030337, total_loss = 0.034752 \n"," total_bbox = 25807, rewritten_bbox = 0.000000 % \n","\u001b]2;3409/4000: loss=0.0 hours left=0.1\u0007\n"," 3409: 0.045404, 0.083306 avg loss, 0.000100 rate, 0.488241 seconds, 27272 images, 0.107403 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848871), count: 3, class_loss = 0.012488, iou_loss = 0.043313, total_loss = 0.055801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834766), count: 4, class_loss = 0.010191, iou_loss = 0.051784, total_loss = 0.061974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n"," total_bbox = 25814, rewritten_bbox = 0.000000 % \n","\u001b]2;3410/4000: loss=0.0 hours left=0.1\u0007\n"," 3410: 0.039267, 0.078902 avg loss, 0.000100 rate, 0.485513 seconds, 27280 images, 0.107130 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861819), count: 3, class_loss = 0.003662, iou_loss = 0.023782, total_loss = 0.027445 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800328), count: 4, class_loss = 0.030235, iou_loss = 0.128677, total_loss = 0.158911 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736689), count: 1, class_loss = 0.000790, iou_loss = 0.016233, total_loss = 0.017023 \n"," total_bbox = 25822, rewritten_bbox = 0.000000 % \n","\u001b]2;3411/4000: loss=0.1 hours left=0.1\u0007\n"," 3411: 0.067793, 0.077791 avg loss, 0.000100 rate, 0.350301 seconds, 27288 images, 0.106855 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776015), count: 1, class_loss = 0.010594, iou_loss = 0.011485, total_loss = 0.022079 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866557), count: 6, class_loss = 0.079718, iou_loss = 0.040070, total_loss = 0.119788 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 25829, rewritten_bbox = 0.000000 % \n","\u001b]2;3412/4000: loss=0.0 hours left=0.1\u0007\n"," 3412: 0.047289, 0.074741 avg loss, 0.000100 rate, 0.642515 seconds, 27296 images, 0.106360 hours left\n","Loaded: 0.000106 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.888660), count: 3, class_loss = 0.031775, iou_loss = 0.014042, total_loss = 0.045816 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820108), count: 3, class_loss = 0.115011, iou_loss = 0.043028, total_loss = 0.158040 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830402), count: 2, class_loss = 0.134587, iou_loss = 0.063983, total_loss = 0.198570 \n"," total_bbox = 25837, rewritten_bbox = 0.000000 % \n","\u001b]2;3413/4000: loss=0.1 hours left=0.1\u0007\n"," 3413: 0.134142, 0.080681 avg loss, 0.000100 rate, 0.635910 seconds, 27304 images, 0.106346 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.882369), count: 1, class_loss = 0.000074, iou_loss = 0.004145, total_loss = 0.004219 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791941), count: 6, class_loss = 0.199405, iou_loss = 0.106725, total_loss = 0.306130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.874010), count: 1, class_loss = 0.069813, iou_loss = 0.004956, total_loss = 0.074769 \n"," total_bbox = 25845, rewritten_bbox = 0.000000 % \n","\u001b]2;3414/4000: loss=0.1 hours left=0.1\u0007\n"," 3414: 0.128373, 0.085450 avg loss, 0.000100 rate, 0.649317 seconds, 27312 images, 0.106319 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.880397), count: 2, class_loss = 0.003942, iou_loss = 0.010154, total_loss = 0.014096 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821432), count: 4, class_loss = 0.119458, iou_loss = 0.044014, total_loss = 0.163472 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.627331), count: 2, class_loss = 0.247369, iou_loss = 0.121106, total_loss = 0.368476 \n"," total_bbox = 25853, rewritten_bbox = 0.000000 % \n","\u001b]2;3415/4000: loss=0.2 hours left=0.1\u0007\n"," 3415: 0.182015, 0.095107 avg loss, 0.000100 rate, 0.647622 seconds, 27320 images, 0.106313 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816564), count: 4, class_loss = 0.006529, iou_loss = 0.048122, total_loss = 0.054651 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758397), count: 3, class_loss = 0.076521, iou_loss = 0.078266, total_loss = 0.154787 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.839472), count: 1, class_loss = 0.004939, iou_loss = 0.013375, total_loss = 0.018314 \n"," total_bbox = 25861, rewritten_bbox = 0.000000 % \n","\u001b]2;3416/4000: loss=0.1 hours left=0.1\u0007\n"," 3416: 0.075917, 0.093188 avg loss, 0.000100 rate, 0.654198 seconds, 27328 images, 0.106303 hours left\n","Loaded: 0.000398 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876336), count: 5, class_loss = 0.089842, iou_loss = 0.022443, total_loss = 0.112285 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.928424), count: 3, class_loss = 0.003545, iou_loss = 0.008049, total_loss = 0.011594 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000161, iou_loss = 0.000000, total_loss = 0.000161 \n"," total_bbox = 25869, rewritten_bbox = 0.000000 % \n","\u001b]2;3417/4000: loss=0.0 hours left=0.1\u0007\n"," 3417: 0.041347, 0.088004 avg loss, 0.000100 rate, 0.659362 seconds, 27336 images, 0.106301 hours left\n","Loaded: 0.000090 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879918), count: 3, class_loss = 0.000982, iou_loss = 0.018605, total_loss = 0.019587 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.909249), count: 2, class_loss = 0.000030, iou_loss = 0.007424, total_loss = 0.007454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.698160), count: 3, class_loss = 0.263495, iou_loss = 0.230099, total_loss = 0.493594 \n"," total_bbox = 25877, rewritten_bbox = 0.000000 % \n","\u001b]2;3418/4000: loss=0.2 hours left=0.1\u0007\n"," 3418: 0.173545, 0.096558 avg loss, 0.000100 rate, 0.645864 seconds, 27344 images, 0.106306 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832642), count: 4, class_loss = 0.099184, iou_loss = 0.058483, total_loss = 0.157667 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768760), count: 4, class_loss = 0.046396, iou_loss = 0.072842, total_loss = 0.119237 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012489, iou_loss = 0.000000, total_loss = 0.012489 \n"," total_bbox = 25885, rewritten_bbox = 0.000000 % \n","\u001b]2;3419/4000: loss=0.1 hours left=0.1\u0007\n"," 3419: 0.096464, 0.096548 avg loss, 0.000100 rate, 0.646823 seconds, 27352 images, 0.106288 hours left\n","Loaded: 0.000103 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863619), count: 2, class_loss = 0.006423, iou_loss = 0.012872, total_loss = 0.019295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883196), count: 5, class_loss = 0.001972, iou_loss = 0.026007, total_loss = 0.027979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.906080), count: 1, class_loss = 0.000077, iou_loss = 0.005235, total_loss = 0.005312 \n"," total_bbox = 25893, rewritten_bbox = 0.000000 % \n","\u001b]2;3420/4000: loss=0.0 hours left=0.1\u0007\n"," 3420: 0.017529, 0.088647 avg loss, 0.000100 rate, 0.641339 seconds, 27360 images, 0.106269 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000079, iou_loss = 0.000000, total_loss = 0.000079 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880365), count: 5, class_loss = 0.010265, iou_loss = 0.028213, total_loss = 0.038478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.889609), count: 3, class_loss = 0.006136, iou_loss = 0.015138, total_loss = 0.021275 \n"," total_bbox = 25901, rewritten_bbox = 0.000000 % \n","\u001b]2;3421/4000: loss=0.0 hours left=0.1\u0007\n"," 3421: 0.019944, 0.081776 avg loss, 0.000100 rate, 0.223561 seconds, 27368 images, 0.106240 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844637), count: 3, class_loss = 0.059126, iou_loss = 0.020025, total_loss = 0.079151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776083), count: 4, class_loss = 0.201333, iou_loss = 0.167494, total_loss = 0.368827 \n"," total_bbox = 25908, rewritten_bbox = 0.000000 % \n","\u001b]2;3422/4000: loss=0.1 hours left=0.1\u0007\n"," 3422: 0.149326, 0.088531 avg loss, 0.000100 rate, 0.394410 seconds, 27376 images, 0.105537 hours left\n","Loaded: 0.000119 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825855), count: 5, class_loss = 0.082011, iou_loss = 0.067351, total_loss = 0.149362 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.800686), count: 3, class_loss = 0.070087, iou_loss = 0.036589, total_loss = 0.106676 \n"," total_bbox = 25916, rewritten_bbox = 0.000000 % \n","\u001b]2;3423/4000: loss=0.1 hours left=0.1\u0007\n"," 3423: 0.085352, 0.088213 avg loss, 0.000100 rate, 0.414613 seconds, 27384 images, 0.105115 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857328), count: 2, class_loss = 0.002414, iou_loss = 0.011334, total_loss = 0.013748 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871545), count: 5, class_loss = 0.000477, iou_loss = 0.030651, total_loss = 0.031129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000122, iou_loss = 0.000000, total_loss = 0.000122 \n"," total_bbox = 25923, rewritten_bbox = 0.000000 % \n","\u001b]2;3424/4000: loss=0.0 hours left=0.1\u0007\n"," 3424: 0.015000, 0.080892 avg loss, 0.000100 rate, 0.391254 seconds, 27392 images, 0.104729 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899609), count: 2, class_loss = 0.075252, iou_loss = 0.005785, total_loss = 0.081036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827382), count: 2, class_loss = 0.022811, iou_loss = 0.021121, total_loss = 0.043931 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.853401), count: 3, class_loss = 0.000312, iou_loss = 0.027917, total_loss = 0.028229 \n"," total_bbox = 25930, rewritten_bbox = 0.000000 % \n","\u001b]2;3425/4000: loss=0.1 hours left=0.1\u0007\n"," 3425: 0.051065, 0.077909 avg loss, 0.000100 rate, 0.395851 seconds, 27400 images, 0.104307 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859277), count: 2, class_loss = 0.000035, iou_loss = 0.013484, total_loss = 0.013518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835643), count: 4, class_loss = 0.278151, iou_loss = 0.038040, total_loss = 0.316191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.835801), count: 2, class_loss = 0.001752, iou_loss = 0.037248, total_loss = 0.039000 \n"," total_bbox = 25938, rewritten_bbox = 0.000000 % \n","\u001b]2;3426/4000: loss=0.1 hours left=0.1\u0007\n"," 3426: 0.122903, 0.082409 avg loss, 0.000100 rate, 0.406848 seconds, 27408 images, 0.103897 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.966122), count: 1, class_loss = 0.001471, iou_loss = 0.000597, total_loss = 0.002069 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789085), count: 2, class_loss = 0.013390, iou_loss = 0.030406, total_loss = 0.043796 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.748248), count: 3, class_loss = 0.048164, iou_loss = 0.056165, total_loss = 0.104329 \n"," total_bbox = 25944, rewritten_bbox = 0.000000 % \n","\u001b]2;3427/4000: loss=0.1 hours left=0.1\u0007\n"," 3427: 0.050064, 0.079174 avg loss, 0.000100 rate, 0.392553 seconds, 27416 images, 0.103507 hours left\n","Loaded: 0.000094 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845891), count: 3, class_loss = 0.034275, iou_loss = 0.020278, total_loss = 0.054553 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824631), count: 4, class_loss = 0.028777, iou_loss = 0.041537, total_loss = 0.070313 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768350), count: 1, class_loss = 0.000808, iou_loss = 0.012616, total_loss = 0.013424 \n"," total_bbox = 25952, rewritten_bbox = 0.000000 % \n","\u001b]2;3428/4000: loss=0.0 hours left=0.1\u0007\n"," 3428: 0.046097, 0.075867 avg loss, 0.000100 rate, 0.400653 seconds, 27424 images, 0.103097 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855892), count: 5, class_loss = 0.035658, iou_loss = 0.058991, total_loss = 0.094648 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.859110), count: 2, class_loss = 0.013172, iou_loss = 0.017214, total_loss = 0.030386 \n"," total_bbox = 25959, rewritten_bbox = 0.000000 % \n","\u001b]2;3429/4000: loss=0.0 hours left=0.1\u0007\n"," 3429: 0.041678, 0.072448 avg loss, 0.000100 rate, 0.398943 seconds, 27432 images, 0.102702 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.905993), count: 1, class_loss = 0.033868, iou_loss = 0.002550, total_loss = 0.036418 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784069), count: 6, class_loss = 0.026898, iou_loss = 0.072111, total_loss = 0.099009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775458), count: 1, class_loss = 0.011174, iou_loss = 0.027784, total_loss = 0.038959 \n"," total_bbox = 25967, rewritten_bbox = 0.000000 % \n","\u001b]2;3430/4000: loss=0.1 hours left=0.1\u0007\n"," 3430: 0.058128, 0.071016 avg loss, 0.000100 rate, 0.395169 seconds, 27440 images, 0.102308 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.915645), count: 1, class_loss = 0.000377, iou_loss = 0.001715, total_loss = 0.002092 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774676), count: 5, class_loss = 0.116108, iou_loss = 0.094369, total_loss = 0.210478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.827541), count: 2, class_loss = 0.116650, iou_loss = 0.017166, total_loss = 0.133817 \n"," total_bbox = 25975, rewritten_bbox = 0.000000 % \n","\u001b]2;3431/4000: loss=0.1 hours left=0.1\u0007\n"," 3431: 0.115462, 0.075460 avg loss, 0.000100 rate, 0.200129 seconds, 27448 images, 0.101911 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808451), count: 7, class_loss = 0.031714, iou_loss = 0.108435, total_loss = 0.140149 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.819135), count: 1, class_loss = 0.005897, iou_loss = 0.012292, total_loss = 0.018189 \n"," total_bbox = 25983, rewritten_bbox = 0.000000 % \n","\u001b]2;3432/4000: loss=0.1 hours left=0.1\u0007\n"," 3432: 0.052780, 0.073192 avg loss, 0.000100 rate, 0.350770 seconds, 27456 images, 0.101208 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841738), count: 1, class_loss = 0.007115, iou_loss = 0.006601, total_loss = 0.013717 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727052), count: 4, class_loss = 0.229223, iou_loss = 0.120665, total_loss = 0.349888 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.786682), count: 2, class_loss = 0.043275, iou_loss = 0.033403, total_loss = 0.076678 \n"," total_bbox = 25990, rewritten_bbox = 0.000000 % \n","\u001b]2;3433/4000: loss=0.1 hours left=0.1\u0007\n"," 3433: 0.146761, 0.080549 avg loss, 0.000100 rate, 0.364415 seconds, 27464 images, 0.100750 hours left\n","Loaded: 0.000055 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766772), count: 1, class_loss = 0.000570, iou_loss = 0.016221, total_loss = 0.016791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850174), count: 5, class_loss = 0.005536, iou_loss = 0.035586, total_loss = 0.041122 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.879110), count: 1, class_loss = 0.008150, iou_loss = 0.007639, total_loss = 0.015789 \n"," total_bbox = 25997, rewritten_bbox = 0.000000 % \n","\u001b]2;3434/4000: loss=0.0 hours left=0.1\u0007\n"," 3434: 0.024567, 0.074951 avg loss, 0.000100 rate, 0.353920 seconds, 27472 images, 0.100317 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848229), count: 1, class_loss = 0.044734, iou_loss = 0.020199, total_loss = 0.064933 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815740), count: 1, class_loss = 0.054375, iou_loss = 0.014972, total_loss = 0.069347 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.756771), count: 5, class_loss = 0.135886, iou_loss = 0.123000, total_loss = 0.258886 \n"," total_bbox = 26004, rewritten_bbox = 0.000000 % \n","\u001b]2;3435/4000: loss=0.1 hours left=0.1\u0007\n"," 3435: 0.131055, 0.080561 avg loss, 0.000100 rate, 0.351350 seconds, 27480 images, 0.099870 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865770), count: 4, class_loss = 0.024623, iou_loss = 0.023436, total_loss = 0.048058 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734516), count: 4, class_loss = 0.140757, iou_loss = 0.167571, total_loss = 0.308327 \n"," total_bbox = 26012, rewritten_bbox = 0.000000 % \n","\u001b]2;3436/4000: loss=0.1 hours left=0.1\u0007\n"," 3436: 0.118795, 0.084385 avg loss, 0.000100 rate, 0.358377 seconds, 27488 images, 0.099423 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003680, iou_loss = 0.000000, total_loss = 0.003680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835052), count: 6, class_loss = 0.060773, iou_loss = 0.095551, total_loss = 0.156324 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.428049), count: 2, class_loss = 0.242352, iou_loss = 0.354626, total_loss = 0.596978 \n"," total_bbox = 26020, rewritten_bbox = 0.000000 % \n","\u001b]2;3437/4000: loss=0.3 hours left=0.1\u0007\n"," 3437: 0.252327, 0.101179 avg loss, 0.000100 rate, 0.355657 seconds, 27496 images, 0.098990 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812987), count: 4, class_loss = 0.030721, iou_loss = 0.037222, total_loss = 0.067944 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.752623), count: 4, class_loss = 0.140369, iou_loss = 0.129633, total_loss = 0.270002 \n"," total_bbox = 26028, rewritten_bbox = 0.000000 % \n","\u001b]2;3438/4000: loss=0.1 hours left=0.1\u0007\n"," 3438: 0.112648, 0.102326 avg loss, 0.000100 rate, 0.354946 seconds, 27504 images, 0.098557 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853770), count: 1, class_loss = 0.019031, iou_loss = 0.004644, total_loss = 0.023675 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774673), count: 6, class_loss = 0.173315, iou_loss = 0.098653, total_loss = 0.271968 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.664981), count: 1, class_loss = 0.040604, iou_loss = 0.026134, total_loss = 0.066739 \n"," total_bbox = 26036, rewritten_bbox = 0.000000 % \n","\u001b]2;3439/4000: loss=0.1 hours left=0.1\u0007\n"," 3439: 0.120794, 0.104173 avg loss, 0.000100 rate, 0.359071 seconds, 27512 images, 0.098125 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854669), count: 4, class_loss = 0.088427, iou_loss = 0.027642, total_loss = 0.116070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.629789), count: 4, class_loss = 0.150094, iou_loss = 0.458769, total_loss = 0.608863 \n"," total_bbox = 26044, rewritten_bbox = 0.000000 % \n","\u001b]2;3440/4000: loss=0.2 hours left=0.1\u0007\n"," 3440: 0.241644, 0.117920 avg loss, 0.000100 rate, 0.356643 seconds, 27520 images, 0.097704 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.914263), count: 2, class_loss = 0.003414, iou_loss = 0.004610, total_loss = 0.008024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834134), count: 6, class_loss = 0.045998, iou_loss = 0.067005, total_loss = 0.113003 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002038, iou_loss = 0.000000, total_loss = 0.002038 \n"," total_bbox = 26052, rewritten_bbox = 0.000000 % \n","\u001b]2;3441/4000: loss=0.0 hours left=0.1\u0007\n"," 3441: 0.041022, 0.110230 avg loss, 0.000100 rate, 0.336588 seconds, 27528 images, 0.097282 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775902), count: 5, class_loss = 0.006080, iou_loss = 0.088775, total_loss = 0.094855 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796387), count: 3, class_loss = 0.009440, iou_loss = 0.032585, total_loss = 0.042025 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n"," total_bbox = 26060, rewritten_bbox = 0.000000 % \n","\u001b]2;3442/4000: loss=0.0 hours left=0.1\u0007\n"," 3442: 0.045641, 0.103771 avg loss, 0.000100 rate, 0.482291 seconds, 27536 images, 0.096832 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717612), count: 1, class_loss = 0.002157, iou_loss = 0.020314, total_loss = 0.022472 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840214), count: 6, class_loss = 0.096244, iou_loss = 0.045984, total_loss = 0.142228 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.909770), count: 1, class_loss = 0.114897, iou_loss = 0.002263, total_loss = 0.117160 \n"," total_bbox = 26068, rewritten_bbox = 0.000000 % \n","\u001b]2;3443/4000: loss=0.1 hours left=0.1\u0007\n"," 3443: 0.093953, 0.102789 avg loss, 0.000100 rate, 0.504803 seconds, 27544 images, 0.096611 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773355), count: 2, class_loss = 0.051522, iou_loss = 0.028132, total_loss = 0.079653 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834533), count: 3, class_loss = 0.121810, iou_loss = 0.068122, total_loss = 0.189932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.614090), count: 3, class_loss = 0.266287, iou_loss = 0.238489, total_loss = 0.504776 \n"," total_bbox = 26076, rewritten_bbox = 0.000000 % \n","\u001b]2;3444/4000: loss=0.3 hours left=0.1\u0007\n"," 3444: 0.258120, 0.118322 avg loss, 0.000100 rate, 0.480448 seconds, 27552 images, 0.096426 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874060), count: 2, class_loss = 0.015373, iou_loss = 0.007577, total_loss = 0.022950 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817026), count: 5, class_loss = 0.175825, iou_loss = 0.058384, total_loss = 0.234209 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.567581), count: 1, class_loss = 0.111205, iou_loss = 0.049977, total_loss = 0.161182 \n"," total_bbox = 26084, rewritten_bbox = 0.000000 % \n","\u001b]2;3445/4000: loss=0.1 hours left=0.1\u0007\n"," 3445: 0.139447, 0.120435 avg loss, 0.000100 rate, 0.500371 seconds, 27560 images, 0.096204 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856910), count: 1, class_loss = 0.051269, iou_loss = 0.003946, total_loss = 0.055214 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854274), count: 6, class_loss = 0.001106, iou_loss = 0.033033, total_loss = 0.034139 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000355, iou_loss = 0.000000, total_loss = 0.000355 \n"," total_bbox = 26091, rewritten_bbox = 0.000000 % \n","\u001b]2;3446/4000: loss=0.0 hours left=0.1\u0007\n"," 3446: 0.029903, 0.111382 avg loss, 0.000100 rate, 0.484837 seconds, 27568 images, 0.096014 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869417), count: 3, class_loss = 0.000178, iou_loss = 0.011906, total_loss = 0.012084 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850925), count: 5, class_loss = 0.051392, iou_loss = 0.036354, total_loss = 0.087746 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000432, iou_loss = 0.000000, total_loss = 0.000432 \n"," total_bbox = 26099, rewritten_bbox = 0.000000 % \n","\u001b]2;3447/4000: loss=0.0 hours left=0.1\u0007\n"," 3447: 0.033420, 0.103586 avg loss, 0.000100 rate, 0.491922 seconds, 27576 images, 0.095800 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758739), count: 4, class_loss = 0.294117, iou_loss = 0.083246, total_loss = 0.377363 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.815661), count: 4, class_loss = 0.090484, iou_loss = 0.083026, total_loss = 0.173510 \n"," total_bbox = 26107, rewritten_bbox = 0.000000 % \n","\u001b]2;3448/4000: loss=0.2 hours left=0.1\u0007\n"," 3448: 0.183625, 0.111590 avg loss, 0.000100 rate, 0.490300 seconds, 27584 images, 0.095597 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814125), count: 2, class_loss = 0.006203, iou_loss = 0.019458, total_loss = 0.025661 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854030), count: 4, class_loss = 0.047009, iou_loss = 0.034604, total_loss = 0.081613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704703), count: 1, class_loss = 0.052452, iou_loss = 0.025037, total_loss = 0.077489 \n"," total_bbox = 26114, rewritten_bbox = 0.000000 % \n","\u001b]2;3449/4000: loss=0.1 hours left=0.1\u0007\n"," 3449: 0.061588, 0.106589 avg loss, 0.000100 rate, 0.490753 seconds, 27592 images, 0.095393 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003812, iou_loss = 0.000000, total_loss = 0.003812 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824011), count: 7, class_loss = 0.147467, iou_loss = 0.084528, total_loss = 0.231995 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.700159), count: 1, class_loss = 0.000202, iou_loss = 0.031513, total_loss = 0.031715 \n"," total_bbox = 26122, rewritten_bbox = 0.000000 % \n","\u001b]2;3450/4000: loss=0.1 hours left=0.1\u0007\n"," 3450: 0.089174, 0.104848 avg loss, 0.000100 rate, 0.489202 seconds, 27600 images, 0.095191 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725117), count: 4, class_loss = 0.167463, iou_loss = 0.190733, total_loss = 0.358195 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.915585), count: 1, class_loss = 0.039847, iou_loss = 0.001342, total_loss = 0.041188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.705141), count: 3, class_loss = 0.239265, iou_loss = 0.210250, total_loss = 0.449514 \n"," total_bbox = 26130, rewritten_bbox = 0.000000 % \n","\u001b]2;3451/4000: loss=0.3 hours left=0.1\u0007\n"," 3451: 0.282966, 0.122660 avg loss, 0.000100 rate, 0.355216 seconds, 27608 images, 0.094986 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.871967), count: 3, class_loss = 0.180919, iou_loss = 0.022426, total_loss = 0.203345 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882492), count: 5, class_loss = 0.000701, iou_loss = 0.028616, total_loss = 0.029317 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003740, iou_loss = 0.000000, total_loss = 0.003740 \n"," total_bbox = 26138, rewritten_bbox = 0.000000 % \n","\u001b]2;3452/4000: loss=0.1 hours left=0.1\u0007\n"," 3452: 0.078801, 0.118274 avg loss, 0.000100 rate, 0.638512 seconds, 27616 images, 0.094578 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878455), count: 1, class_loss = 0.014974, iou_loss = 0.001396, total_loss = 0.016370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855722), count: 7, class_loss = 0.017369, iou_loss = 0.058920, total_loss = 0.076289 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.088191, iou_loss = 0.000000, total_loss = 0.088191 \n"," total_bbox = 26146, rewritten_bbox = 0.000000 % \n","\u001b]2;3453/4000: loss=0.1 hours left=0.1\u0007\n"," 3453: 0.060283, 0.112475 avg loss, 0.000100 rate, 0.634828 seconds, 27624 images, 0.094605 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849472), count: 6, class_loss = 0.201908, iou_loss = 0.043125, total_loss = 0.245034 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.823386), count: 1, class_loss = 0.000693, iou_loss = 0.022576, total_loss = 0.023270 \n"," total_bbox = 26153, rewritten_bbox = 0.000000 % \n","\u001b]2;3454/4000: loss=0.1 hours left=0.1\u0007\n"," 3454: 0.089442, 0.110171 avg loss, 0.000100 rate, 0.635005 seconds, 27632 images, 0.094623 hours left\n","Loaded: 0.000108 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799223), count: 2, class_loss = 0.000668, iou_loss = 0.026094, total_loss = 0.026762 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822503), count: 5, class_loss = 0.001605, iou_loss = 0.067260, total_loss = 0.068865 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001143, iou_loss = 0.000000, total_loss = 0.001143 \n"," total_bbox = 26160, rewritten_bbox = 0.000000 % \n","\u001b]2;3455/4000: loss=0.0 hours left=0.1\u0007\n"," 3455: 0.032257, 0.102380 avg loss, 0.000100 rate, 0.639123 seconds, 27640 images, 0.094640 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849145), count: 4, class_loss = 0.097794, iou_loss = 0.038691, total_loss = 0.136485 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857735), count: 2, class_loss = 0.015971, iou_loss = 0.009654, total_loss = 0.025624 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.160579), count: 1, class_loss = 0.125005, iou_loss = 0.423530, total_loss = 0.548535 \n"," total_bbox = 26167, rewritten_bbox = 0.000000 % \n","\u001b]2;3456/4000: loss=0.2 hours left=0.1\u0007\n"," 3456: 0.236881, 0.115830 avg loss, 0.000100 rate, 0.646441 seconds, 27648 images, 0.094662 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910911), count: 2, class_loss = 0.000050, iou_loss = 0.011800, total_loss = 0.011850 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.885331), count: 6, class_loss = 0.041194, iou_loss = 0.022785, total_loss = 0.063978 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n"," total_bbox = 26175, rewritten_bbox = 0.000000 % \n","\u001b]2;3457/4000: loss=0.0 hours left=0.1\u0007\n"," 3457: 0.025284, 0.106775 avg loss, 0.000100 rate, 0.641054 seconds, 27656 images, 0.094692 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.912579), count: 1, class_loss = 0.000102, iou_loss = 0.001516, total_loss = 0.001618 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794976), count: 4, class_loss = 0.109613, iou_loss = 0.087999, total_loss = 0.197612 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.723019), count: 1, class_loss = 0.000796, iou_loss = 0.019492, total_loss = 0.020288 \n"," total_bbox = 26181, rewritten_bbox = 0.000000 % \n","\u001b]2;3458/4000: loss=0.1 hours left=0.1\u0007\n"," 3458: 0.073173, 0.103415 avg loss, 0.000100 rate, 0.644220 seconds, 27664 images, 0.094712 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862280), count: 5, class_loss = 0.010323, iou_loss = 0.031410, total_loss = 0.041733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796800), count: 1, class_loss = 0.098815, iou_loss = 0.010562, total_loss = 0.109377 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 26187, rewritten_bbox = 0.000000 % \n","\u001b]2;3459/4000: loss=0.1 hours left=0.1\u0007\n"," 3459: 0.050370, 0.098111 avg loss, 0.000100 rate, 0.646131 seconds, 27672 images, 0.094735 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850477), count: 2, class_loss = 0.000060, iou_loss = 0.010345, total_loss = 0.010404 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797543), count: 4, class_loss = 0.032463, iou_loss = 0.061909, total_loss = 0.094371 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.805391), count: 2, class_loss = 0.006039, iou_loss = 0.032352, total_loss = 0.038391 \n"," total_bbox = 26195, rewritten_bbox = 0.000000 % \n","\u001b]2;3460/4000: loss=0.0 hours left=0.1\u0007\n"," 3460: 0.047722, 0.093072 avg loss, 0.000100 rate, 0.645365 seconds, 27680 images, 0.094759 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000055 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835606), count: 6, class_loss = 0.215381, iou_loss = 0.084049, total_loss = 0.299430 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870692), count: 2, class_loss = 0.012968, iou_loss = 0.028157, total_loss = 0.041126 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 26203, rewritten_bbox = 0.000000 % \n","\u001b]2;3461/4000: loss=0.1 hours left=0.1\u0007\n"," 3461: 0.113519, 0.095117 avg loss, 0.000100 rate, 0.586925 seconds, 27688 images, 0.094780 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861028), count: 2, class_loss = 0.016814, iou_loss = 0.013597, total_loss = 0.030411 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829283), count: 5, class_loss = 0.013633, iou_loss = 0.045214, total_loss = 0.058847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.241676), count: 1, class_loss = 0.124891, iou_loss = 0.222378, total_loss = 0.347269 \n"," total_bbox = 26211, rewritten_bbox = 0.000000 % \n","\u001b]2;3462/4000: loss=0.1 hours left=0.1\u0007\n"," 3462: 0.145509, 0.100156 avg loss, 0.000100 rate, 1.006940 seconds, 27696 images, 0.094711 hours left\n","Loaded: 0.000105 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801502), count: 5, class_loss = 0.198321, iou_loss = 0.091379, total_loss = 0.289700 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729805), count: 3, class_loss = 0.082324, iou_loss = 0.083682, total_loss = 0.166006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n"," total_bbox = 26219, rewritten_bbox = 0.000000 % \n","\u001b]2;3463/4000: loss=0.2 hours left=0.1\u0007\n"," 3463: 0.151905, 0.105331 avg loss, 0.000100 rate, 1.004110 seconds, 27704 images, 0.095269 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829241), count: 3, class_loss = 0.093054, iou_loss = 0.026198, total_loss = 0.119252 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847655), count: 5, class_loss = 0.003049, iou_loss = 0.085118, total_loss = 0.088167 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 26227, rewritten_bbox = 0.000000 % \n","\u001b]2;3464/4000: loss=0.1 hours left=0.1\u0007\n"," 3464: 0.069140, 0.101712 avg loss, 0.000100 rate, 1.004396 seconds, 27712 images, 0.095814 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791487), count: 5, class_loss = 0.047394, iou_loss = 0.084815, total_loss = 0.132210 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857322), count: 3, class_loss = 0.026987, iou_loss = 0.023591, total_loss = 0.050578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n"," total_bbox = 26235, rewritten_bbox = 0.000000 % \n","\u001b]2;3465/4000: loss=0.1 hours left=0.1\u0007\n"," 3465: 0.060939, 0.097634 avg loss, 0.000100 rate, 1.002966 seconds, 27720 images, 0.096351 hours left\n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831809), count: 4, class_loss = 0.015950, iou_loss = 0.043544, total_loss = 0.059494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815116), count: 4, class_loss = 0.125760, iou_loss = 0.054882, total_loss = 0.180641 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 26243, rewritten_bbox = 0.000000 % \n","\u001b]2;3466/4000: loss=0.1 hours left=0.1\u0007\n"," 3466: 0.080048, 0.095876 avg loss, 0.000100 rate, 1.000179 seconds, 27728 images, 0.096878 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842568), count: 4, class_loss = 0.091591, iou_loss = 0.045562, total_loss = 0.137153 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881952), count: 3, class_loss = 0.042950, iou_loss = 0.021035, total_loss = 0.063985 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n"," total_bbox = 26250, rewritten_bbox = 0.000000 % \n","\u001b]2;3467/4000: loss=0.1 hours left=0.1\u0007\n"," 3467: 0.067051, 0.092993 avg loss, 0.000100 rate, 1.005003 seconds, 27736 images, 0.097393 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853898), count: 5, class_loss = 0.048447, iou_loss = 0.033637, total_loss = 0.082084 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752386), count: 3, class_loss = 0.036968, iou_loss = 0.053072, total_loss = 0.090039 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n"," total_bbox = 26258, rewritten_bbox = 0.000000 % \n","\u001b]2;3468/4000: loss=0.1 hours left=0.1\u0007\n"," 3468: 0.057380, 0.089432 avg loss, 0.000100 rate, 1.001310 seconds, 27744 images, 0.097908 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872052), count: 4, class_loss = 0.120128, iou_loss = 0.025172, total_loss = 0.145300 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815459), count: 4, class_loss = 0.125602, iou_loss = 0.067981, total_loss = 0.193582 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n"," total_bbox = 26266, rewritten_bbox = 0.000000 % \n","\u001b]2;3469/4000: loss=0.1 hours left=0.1\u0007\n"," 3469: 0.112964, 0.091785 avg loss, 0.000100 rate, 1.011761 seconds, 27752 images, 0.098408 hours left\n","Loaded: 0.000131 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856056), count: 6, class_loss = 0.060184, iou_loss = 0.077219, total_loss = 0.137403 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855308), count: 2, class_loss = 0.012487, iou_loss = 0.013165, total_loss = 0.025652 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000017, iou_loss = 0.000000, total_loss = 0.000017 \n"," total_bbox = 26274, rewritten_bbox = 0.000000 % \n","\u001b]2;3470/4000: loss=0.1 hours left=0.1\u0007\n"," 3470: 0.054357, 0.088042 avg loss, 0.000100 rate, 1.016187 seconds, 27760 images, 0.098917 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002306, iou_loss = 0.000000, total_loss = 0.002306 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804533), count: 4, class_loss = 0.125645, iou_loss = 0.047537, total_loss = 0.173182 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.818190), count: 4, class_loss = 0.050683, iou_loss = 0.069055, total_loss = 0.119738 \n"," total_bbox = 26282, rewritten_bbox = 0.000000 % \n","\u001b]2;3471/4000: loss=0.1 hours left=0.1\u0007\n"," 3471: 0.098409, 0.089079 avg loss, 0.000100 rate, 0.238034 seconds, 27768 images, 0.099424 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863742), count: 1, class_loss = 0.000294, iou_loss = 0.007160, total_loss = 0.007454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878737), count: 5, class_loss = 0.020929, iou_loss = 0.022024, total_loss = 0.042953 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.815399), count: 2, class_loss = 0.006050, iou_loss = 0.042612, total_loss = 0.048663 \n"," total_bbox = 26290, rewritten_bbox = 0.000000 % \n","\u001b]2;3472/4000: loss=0.0 hours left=0.1\u0007\n"," 3472: 0.033023, 0.083473 avg loss, 0.000100 rate, 0.355075 seconds, 27776 images, 0.098780 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899013), count: 3, class_loss = 0.000732, iou_loss = 0.020029, total_loss = 0.020761 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872759), count: 3, class_loss = 0.002020, iou_loss = 0.023424, total_loss = 0.025444 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.874833), count: 2, class_loss = 0.003334, iou_loss = 0.022185, total_loss = 0.025519 \n"," total_bbox = 26298, rewritten_bbox = 0.000000 % \n","\u001b]2;3473/4000: loss=0.0 hours left=0.1\u0007\n"," 3473: 0.023908, 0.077517 avg loss, 0.000100 rate, 0.366030 seconds, 27784 images, 0.098313 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790472), count: 2, class_loss = 0.000017, iou_loss = 0.031021, total_loss = 0.031037 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821167), count: 1, class_loss = 0.004875, iou_loss = 0.010835, total_loss = 0.015709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.838546), count: 5, class_loss = 0.142233, iou_loss = 0.048237, total_loss = 0.190470 \n"," total_bbox = 26306, rewritten_bbox = 0.000000 % \n","\u001b]2;3474/4000: loss=0.1 hours left=0.1\u0007\n"," 3474: 0.079072, 0.077672 avg loss, 0.000100 rate, 0.359808 seconds, 27792 images, 0.097865 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859679), count: 4, class_loss = 0.077700, iou_loss = 0.023389, total_loss = 0.101089 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822482), count: 2, class_loss = 0.132445, iou_loss = 0.035466, total_loss = 0.167911 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.778928), count: 2, class_loss = 0.009851, iou_loss = 0.035334, total_loss = 0.045185 \n"," total_bbox = 26314, rewritten_bbox = 0.000000 % \n","\u001b]2;3475/4000: loss=0.1 hours left=0.1\u0007\n"," 3475: 0.104728, 0.080378 avg loss, 0.000100 rate, 0.352832 seconds, 27800 images, 0.097413 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837991), count: 2, class_loss = 0.000408, iou_loss = 0.012511, total_loss = 0.012919 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848539), count: 3, class_loss = 0.094988, iou_loss = 0.025736, total_loss = 0.120725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.822766), count: 3, class_loss = 0.034277, iou_loss = 0.041597, total_loss = 0.075875 \n"," total_bbox = 26322, rewritten_bbox = 0.000000 % \n","\u001b]2;3476/4000: loss=0.1 hours left=0.1\u0007\n"," 3476: 0.069839, 0.079324 avg loss, 0.000100 rate, 0.359515 seconds, 27808 images, 0.096953 hours left\n","Loaded: 0.000121 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.914717), count: 2, class_loss = 0.011500, iou_loss = 0.012108, total_loss = 0.023607 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.896313), count: 4, class_loss = 0.000115, iou_loss = 0.013281, total_loss = 0.013395 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.770081), count: 1, class_loss = 0.005468, iou_loss = 0.011450, total_loss = 0.016919 \n"," total_bbox = 26329, rewritten_bbox = 0.000000 % \n","\u001b]2;3477/4000: loss=0.0 hours left=0.1\u0007\n"," 3477: 0.017974, 0.073189 avg loss, 0.000100 rate, 0.361276 seconds, 27816 images, 0.096507 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852722), count: 1, class_loss = 0.000168, iou_loss = 0.004021, total_loss = 0.004189 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890062), count: 6, class_loss = 0.017463, iou_loss = 0.023456, total_loss = 0.040918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n"," total_bbox = 26336, rewritten_bbox = 0.000000 % \n","\u001b]2;3478/4000: loss=0.0 hours left=0.1\u0007\n"," 3478: 0.015038, 0.067374 avg loss, 0.000100 rate, 0.355474 seconds, 27824 images, 0.096067 hours left\n","Loaded: 0.000111 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.898968), count: 2, class_loss = 0.000038, iou_loss = 0.007434, total_loss = 0.007472 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886216), count: 5, class_loss = 0.013349, iou_loss = 0.043565, total_loss = 0.056913 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.887517), count: 1, class_loss = 0.029930, iou_loss = 0.012178, total_loss = 0.042108 \n"," total_bbox = 26344, rewritten_bbox = 0.000000 % \n","\u001b]2;3479/4000: loss=0.0 hours left=0.1\u0007\n"," 3479: 0.035498, 0.064186 avg loss, 0.000100 rate, 0.360763 seconds, 27832 images, 0.095622 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567998), count: 1, class_loss = 0.002710, iou_loss = 0.087831, total_loss = 0.090541 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823895), count: 5, class_loss = 0.000706, iou_loss = 0.043587, total_loss = 0.044293 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.826344), count: 1, class_loss = 0.033018, iou_loss = 0.006207, total_loss = 0.039225 \n"," total_bbox = 26351, rewritten_bbox = 0.000000 % \n","\u001b]2;3480/4000: loss=0.1 hours left=0.1\u0007\n"," 3480: 0.058020, 0.063570 avg loss, 0.000100 rate, 0.358170 seconds, 27840 images, 0.095188 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000079, iou_loss = 0.000000, total_loss = 0.000079 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826598), count: 7, class_loss = 0.062504, iou_loss = 0.091799, total_loss = 0.154303 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000028, iou_loss = 0.000000, total_loss = 0.000028 \n"," total_bbox = 26358, rewritten_bbox = 0.000000 % \n","\u001b]2;3481/4000: loss=0.1 hours left=0.1\u0007\n"," 3481: 0.051470, 0.062360 avg loss, 0.000100 rate, 0.203101 seconds, 27848 images, 0.094754 hours left\n","Loaded: 0.000122 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709521), count: 1, class_loss = 0.096233, iou_loss = 0.031512, total_loss = 0.127744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883473), count: 5, class_loss = 0.011290, iou_loss = 0.024983, total_loss = 0.036273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.857607), count: 1, class_loss = 0.033506, iou_loss = 0.006348, total_loss = 0.039854 \n"," total_bbox = 26365, rewritten_bbox = 0.000000 % \n","\u001b]2;3482/4000: loss=0.1 hours left=0.1\u0007\n"," 3482: 0.067957, 0.062919 avg loss, 0.000100 rate, 0.354602 seconds, 27856 images, 0.094099 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822126), count: 1, class_loss = 0.000359, iou_loss = 0.007787, total_loss = 0.008146 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806292), count: 3, class_loss = 0.044859, iou_loss = 0.036995, total_loss = 0.081854 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.894853), count: 1, class_loss = 0.103960, iou_loss = 0.009233, total_loss = 0.113193 \n"," total_bbox = 26370, rewritten_bbox = 0.000000 % \n","\u001b]2;3483/4000: loss=0.1 hours left=0.1\u0007\n"," 3483: 0.067731, 0.063401 avg loss, 0.000100 rate, 0.365294 seconds, 27864 images, 0.093669 hours left\n","Loaded: 0.000113 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.087624, iou_loss = 0.000000, total_loss = 0.087624 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837732), count: 8, class_loss = 0.003710, iou_loss = 0.073940, total_loss = 0.077649 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.058099, iou_loss = 0.000000, total_loss = 0.058099 \n"," total_bbox = 26378, rewritten_bbox = 0.000000 % \n","\u001b]2;3484/4000: loss=0.1 hours left=0.1\u0007\n"," 3484: 0.074457, 0.064506 avg loss, 0.000100 rate, 0.355147 seconds, 27872 images, 0.093257 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843189), count: 2, class_loss = 0.000755, iou_loss = 0.020795, total_loss = 0.021549 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.682710), count: 6, class_loss = 0.224469, iou_loss = 0.280579, total_loss = 0.505047 \n"," total_bbox = 26386, rewritten_bbox = 0.000000 % \n","\u001b]2;3485/4000: loss=0.2 hours left=0.1\u0007\n"," 3485: 0.175532, 0.075609 avg loss, 0.000100 rate, 0.353755 seconds, 27880 images, 0.092833 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.895309), count: 2, class_loss = 0.019735, iou_loss = 0.020917, total_loss = 0.040652 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813045), count: 2, class_loss = 0.041200, iou_loss = 0.019178, total_loss = 0.060378 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.793029), count: 3, class_loss = 0.129990, iou_loss = 0.078968, total_loss = 0.208958 \n"," total_bbox = 26393, rewritten_bbox = 0.000000 % \n","\u001b]2;3486/4000: loss=0.1 hours left=0.1\u0007\n"," 3486: 0.103329, 0.078381 avg loss, 0.000100 rate, 0.358916 seconds, 27888 images, 0.092411 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.917954), count: 2, class_loss = 0.000048, iou_loss = 0.004839, total_loss = 0.004888 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800181), count: 1, class_loss = 0.082997, iou_loss = 0.008483, total_loss = 0.091480 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.808032), count: 4, class_loss = 0.141008, iou_loss = 0.054573, total_loss = 0.195580 \n"," total_bbox = 26400, rewritten_bbox = 0.000000 % \n","\u001b]2;3487/4000: loss=0.1 hours left=0.1\u0007\n"," 3487: 0.097316, 0.080274 avg loss, 0.000100 rate, 0.358567 seconds, 27896 images, 0.092000 hours left\n","Loaded: 0.000117 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869679), count: 5, class_loss = 0.090809, iou_loss = 0.028818, total_loss = 0.119627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.587943), count: 2, class_loss = 0.101672, iou_loss = 0.154123, total_loss = 0.255795 \n"," total_bbox = 26407, rewritten_bbox = 0.000000 % \n","\u001b]2;3488/4000: loss=0.1 hours left=0.1\u0007\n"," 3488: 0.125145, 0.084762 avg loss, 0.000100 rate, 0.356127 seconds, 27904 images, 0.091591 hours left\n","Loaded: 0.000116 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854115), count: 4, class_loss = 0.038371, iou_loss = 0.028849, total_loss = 0.067220 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800034), count: 3, class_loss = 0.167981, iou_loss = 0.047427, total_loss = 0.215408 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699818), count: 1, class_loss = 0.113859, iou_loss = 0.065743, total_loss = 0.179601 \n"," total_bbox = 26415, rewritten_bbox = 0.000000 % \n","\u001b]2;3489/4000: loss=0.2 hours left=0.1\u0007\n"," 3489: 0.154077, 0.091693 avg loss, 0.000100 rate, 0.357898 seconds, 27912 images, 0.091182 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825147), count: 3, class_loss = 0.031118, iou_loss = 0.034892, total_loss = 0.066010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870571), count: 1, class_loss = 0.119922, iou_loss = 0.004201, total_loss = 0.124124 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796909), count: 4, class_loss = 0.041041, iou_loss = 0.070028, total_loss = 0.111069 \n"," total_bbox = 26423, rewritten_bbox = 0.000000 % \n","\u001b]2;3490/4000: loss=0.1 hours left=0.1\u0007\n"," 3490: 0.100401, 0.092564 avg loss, 0.000100 rate, 0.357923 seconds, 27920 images, 0.090778 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 576 x 576 \n"," try to allocate additional workspace_size = 287.83 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725830), count: 1, class_loss = 0.090110, iou_loss = 0.023450, total_loss = 0.113560 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848958), count: 5, class_loss = 0.161462, iou_loss = 0.049266, total_loss = 0.210728 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014210, iou_loss = 0.000000, total_loss = 0.014210 \n"," total_bbox = 26429, rewritten_bbox = 0.000000 % \n","\u001b]2;3491/4000: loss=0.1 hours left=0.1\u0007\n"," 3491: 0.112833, 0.094591 avg loss, 0.000100 rate, 0.518600 seconds, 27928 images, 0.090378 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844229), count: 3, class_loss = 0.000497, iou_loss = 0.023929, total_loss = 0.024426 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764501), count: 5, class_loss = 0.152750, iou_loss = 0.177229, total_loss = 0.329978 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n"," total_bbox = 26437, rewritten_bbox = 0.000000 % \n","\u001b]2;3492/4000: loss=0.1 hours left=0.1\u0007\n"," 3492: 0.118137, 0.096945 avg loss, 0.000100 rate, 0.898347 seconds, 27936 images, 0.090207 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763141), count: 4, class_loss = 0.129278, iou_loss = 0.099251, total_loss = 0.228530 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881150), count: 2, class_loss = 0.000899, iou_loss = 0.036348, total_loss = 0.037247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.382771), count: 1, class_loss = 0.125544, iou_loss = 0.187768, total_loss = 0.313312 \n"," total_bbox = 26444, rewritten_bbox = 0.000000 % \n","\u001b]2;3493/4000: loss=0.2 hours left=0.1\u0007\n"," 3493: 0.193029, 0.106554 avg loss, 0.000100 rate, 0.896513 seconds, 27944 images, 0.090573 hours left\n","Loaded: 0.000160 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822020), count: 5, class_loss = 0.085246, iou_loss = 0.053231, total_loss = 0.138477 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831527), count: 3, class_loss = 0.159422, iou_loss = 0.046847, total_loss = 0.206269 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000229, iou_loss = 0.000000, total_loss = 0.000229 \n"," total_bbox = 26452, rewritten_bbox = 0.000000 % \n","\u001b]2;3494/4000: loss=0.1 hours left=0.1\u0007\n"," 3494: 0.114992, 0.107398 avg loss, 0.000100 rate, 0.891525 seconds, 27952 images, 0.090930 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766954), count: 3, class_loss = 0.114085, iou_loss = 0.080803, total_loss = 0.194889 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826383), count: 5, class_loss = 0.085796, iou_loss = 0.045772, total_loss = 0.131568 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n"," total_bbox = 26460, rewritten_bbox = 0.000000 % \n","\u001b]2;3495/4000: loss=0.1 hours left=0.1\u0007\n"," 3495: 0.108823, 0.107540 avg loss, 0.000100 rate, 0.899636 seconds, 27960 images, 0.091274 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844966), count: 3, class_loss = 0.023264, iou_loss = 0.032236, total_loss = 0.055501 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834733), count: 4, class_loss = 0.039939, iou_loss = 0.063261, total_loss = 0.103199 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n"," total_bbox = 26467, rewritten_bbox = 0.000000 % \n","\u001b]2;3496/4000: loss=0.1 hours left=0.1\u0007\n"," 3496: 0.052906, 0.102077 avg loss, 0.000100 rate, 0.894059 seconds, 27968 images, 0.091623 hours left\n","Loaded: 0.000116 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800479), count: 6, class_loss = 0.100293, iou_loss = 0.097246, total_loss = 0.197539 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663926), count: 1, class_loss = 0.085448, iou_loss = 0.029047, total_loss = 0.114494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.713631), count: 1, class_loss = 0.009547, iou_loss = 0.023025, total_loss = 0.032571 \n"," total_bbox = 26475, rewritten_bbox = 0.000000 % \n","\u001b]2;3497/4000: loss=0.1 hours left=0.1\u0007\n"," 3497: 0.114868, 0.103356 avg loss, 0.000100 rate, 0.895511 seconds, 27976 images, 0.091959 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856216), count: 5, class_loss = 0.339537, iou_loss = 0.029738, total_loss = 0.369275 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.887243), count: 2, class_loss = 0.010941, iou_loss = 0.017936, total_loss = 0.028877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.084258), count: 1, class_loss = 0.133593, iou_loss = 0.406370, total_loss = 0.539963 \n"," total_bbox = 26483, rewritten_bbox = 0.000000 % \n","\u001b]2;3498/4000: loss=0.3 hours left=0.1\u0007\n"," 3498: 0.312705, 0.124291 avg loss, 0.000100 rate, 0.897776 seconds, 27984 images, 0.092291 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835578), count: 3, class_loss = 0.000020, iou_loss = 0.024158, total_loss = 0.024178 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814171), count: 5, class_loss = 0.243862, iou_loss = 0.125008, total_loss = 0.368871 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.104938, iou_loss = 0.000000, total_loss = 0.104938 \n"," total_bbox = 26491, rewritten_bbox = 0.000000 % \n","\u001b]2;3499/4000: loss=0.2 hours left=0.1\u0007\n"," 3499: 0.165996, 0.128461 avg loss, 0.000100 rate, 0.894121 seconds, 27992 images, 0.092620 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809125), count: 4, class_loss = 0.009688, iou_loss = 0.051539, total_loss = 0.061227 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881438), count: 4, class_loss = 0.103404, iou_loss = 0.025453, total_loss = 0.128857 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000743, iou_loss = 0.000000, total_loss = 0.000743 \n"," total_bbox = 26499, rewritten_bbox = 0.000000 % \n","\u001b]2;3500/4000: loss=0.1 hours left=0.1\u0007\n"," 3500: 0.063609, 0.121976 avg loss, 0.000100 rate, 0.900441 seconds, 28000 images, 0.092938 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000053, iou_loss = 0.000000, total_loss = 0.000053 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835426), count: 6, class_loss = 0.015295, iou_loss = 0.053669, total_loss = 0.068965 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.839237), count: 2, class_loss = 0.238075, iou_loss = 0.015832, total_loss = 0.253908 \n"," total_bbox = 26507, rewritten_bbox = 0.000000 % \n","\u001b]2;3501/4000: loss=0.1 hours left=0.1\u0007\n"," 3501: 0.107642, 0.120543 avg loss, 0.000100 rate, 0.200417 seconds, 28008 images, 0.093260 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805822), count: 5, class_loss = 0.363919, iou_loss = 0.119267, total_loss = 0.483186 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796064), count: 3, class_loss = 0.138987, iou_loss = 0.038358, total_loss = 0.177345 \n"," total_bbox = 26515, rewritten_bbox = 0.000000 % \n","\u001b]2;3502/4000: loss=0.2 hours left=0.1\u0007\n"," 3502: 0.220182, 0.130507 avg loss, 0.000100 rate, 0.351491 seconds, 28016 images, 0.092605 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868673), count: 2, class_loss = 0.000436, iou_loss = 0.010145, total_loss = 0.010581 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860210), count: 4, class_loss = 0.024995, iou_loss = 0.030219, total_loss = 0.055214 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734375), count: 2, class_loss = 0.041519, iou_loss = 0.054130, total_loss = 0.095649 \n"," total_bbox = 26523, rewritten_bbox = 0.000000 % \n","\u001b]2;3503/4000: loss=0.1 hours left=0.1\u0007\n"," 3503: 0.053815, 0.122837 avg loss, 0.000100 rate, 0.360768 seconds, 28024 images, 0.092165 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819140), count: 7, class_loss = 0.186454, iou_loss = 0.127567, total_loss = 0.314021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.642295), count: 1, class_loss = 0.116778, iou_loss = 0.044202, total_loss = 0.160980 \n"," total_bbox = 26531, rewritten_bbox = 0.000000 % \n","\u001b]2;3504/4000: loss=0.2 hours left=0.1\u0007\n"," 3504: 0.158336, 0.126387 avg loss, 0.000100 rate, 0.357890 seconds, 28032 images, 0.091742 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781803), count: 1, class_loss = 0.001419, iou_loss = 0.011173, total_loss = 0.012593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829450), count: 6, class_loss = 0.033740, iou_loss = 0.068234, total_loss = 0.101974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.853374), count: 1, class_loss = 0.000529, iou_loss = 0.008261, total_loss = 0.008790 \n"," total_bbox = 26539, rewritten_bbox = 0.000000 % \n","\u001b]2;3505/4000: loss=0.0 hours left=0.1\u0007\n"," 3505: 0.041119, 0.117860 avg loss, 0.000100 rate, 0.353465 seconds, 28040 images, 0.091318 hours left\n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.889148), count: 2, class_loss = 0.000196, iou_loss = 0.007499, total_loss = 0.007695 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793330), count: 5, class_loss = 0.075768, iou_loss = 0.068991, total_loss = 0.144759 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.887362), count: 1, class_loss = 0.006561, iou_loss = 0.002191, total_loss = 0.008752 \n"," total_bbox = 26547, rewritten_bbox = 0.000000 % \n","\u001b]2;3506/4000: loss=0.1 hours left=0.1\u0007\n"," 3506: 0.053736, 0.111448 avg loss, 0.000100 rate, 0.358540 seconds, 28048 images, 0.090890 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702190), count: 1, class_loss = 0.013841, iou_loss = 0.031398, total_loss = 0.045239 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870352), count: 5, class_loss = 0.090690, iou_loss = 0.034863, total_loss = 0.125553 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.728791), count: 2, class_loss = 0.000465, iou_loss = 0.059648, total_loss = 0.060114 \n"," total_bbox = 26555, rewritten_bbox = 0.000000 % \n","\u001b]2;3507/4000: loss=0.1 hours left=0.1\u0007\n"," 3507: 0.076969, 0.108000 avg loss, 0.000100 rate, 0.358590 seconds, 28056 images, 0.090474 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694544), count: 1, class_loss = 0.068489, iou_loss = 0.032301, total_loss = 0.100790 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836680), count: 4, class_loss = 0.012161, iou_loss = 0.044033, total_loss = 0.056194 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.761033), count: 3, class_loss = 0.065533, iou_loss = 0.256680, total_loss = 0.322213 \n"," total_bbox = 26563, rewritten_bbox = 0.000000 % \n","\u001b]2;3508/4000: loss=0.2 hours left=0.1\u0007\n"," 3508: 0.159732, 0.113173 avg loss, 0.000100 rate, 0.353936 seconds, 28064 images, 0.090060 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825351), count: 2, class_loss = 0.000047, iou_loss = 0.013892, total_loss = 0.013938 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860097), count: 5, class_loss = 0.011964, iou_loss = 0.062591, total_loss = 0.074555 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.780959), count: 1, class_loss = 0.103904, iou_loss = 0.009671, total_loss = 0.113575 \n"," total_bbox = 26571, rewritten_bbox = 0.000000 % \n","\u001b]2;3509/4000: loss=0.1 hours left=0.1\u0007\n"," 3509: 0.067356, 0.108592 avg loss, 0.000100 rate, 0.355360 seconds, 28072 images, 0.089643 hours left\n","Loaded: 0.000094 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764514), count: 7, class_loss = 0.256482, iou_loss = 0.199112, total_loss = 0.455594 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.864979), count: 1, class_loss = 0.094326, iou_loss = 0.005733, total_loss = 0.100060 \n"," total_bbox = 26579, rewritten_bbox = 0.000000 % \n","\u001b]2;3510/4000: loss=0.2 hours left=0.1\u0007\n"," 3510: 0.185218, 0.116254 avg loss, 0.000100 rate, 0.359317 seconds, 28080 images, 0.089232 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.943121), count: 1, class_loss = 0.004451, iou_loss = 0.001270, total_loss = 0.005721 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866395), count: 3, class_loss = 0.012274, iou_loss = 0.021998, total_loss = 0.034272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.798133), count: 4, class_loss = 0.013828, iou_loss = 0.067629, total_loss = 0.081457 \n"," total_bbox = 26587, rewritten_bbox = 0.000000 % \n","\u001b]2;3511/4000: loss=0.0 hours left=0.1\u0007\n"," 3511: 0.040483, 0.108677 avg loss, 0.000100 rate, 0.224884 seconds, 28088 images, 0.088829 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816018), count: 1, class_loss = 0.048824, iou_loss = 0.006698, total_loss = 0.055522 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834522), count: 2, class_loss = 0.008233, iou_loss = 0.022597, total_loss = 0.030830 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.837447), count: 3, class_loss = 0.008782, iou_loss = 0.062566, total_loss = 0.071348 \n"," total_bbox = 26593, rewritten_bbox = 0.000000 % \n","\u001b]2;3512/4000: loss=0.1 hours left=0.1\u0007\n"," 3512: 0.052567, 0.103066 avg loss, 0.000100 rate, 0.396238 seconds, 28096 images, 0.088246 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843400), count: 7, class_loss = 0.018527, iou_loss = 0.067292, total_loss = 0.085818 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023480, iou_loss = 0.000000, total_loss = 0.023480 \n"," total_bbox = 26600, rewritten_bbox = 0.000000 % \n","\u001b]2;3513/4000: loss=0.0 hours left=0.1\u0007\n"," 3513: 0.036433, 0.096403 avg loss, 0.000100 rate, 0.406943 seconds, 28104 images, 0.087901 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.881822), count: 1, class_loss = 0.017516, iou_loss = 0.005543, total_loss = 0.023060 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868561), count: 6, class_loss = 0.083889, iou_loss = 0.061554, total_loss = 0.145443 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.859032), count: 1, class_loss = 0.014544, iou_loss = 0.005583, total_loss = 0.020127 \n"," total_bbox = 26608, rewritten_bbox = 0.000000 % \n","\u001b]2;3514/4000: loss=0.1 hours left=0.1\u0007\n"," 3514: 0.062877, 0.093050 avg loss, 0.000100 rate, 0.392925 seconds, 28112 images, 0.087572 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789216), count: 4, class_loss = 0.000606, iou_loss = 0.059178, total_loss = 0.059785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.913066), count: 1, class_loss = 0.001840, iou_loss = 0.006901, total_loss = 0.008741 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.694234), count: 3, class_loss = 0.160961, iou_loss = 0.091132, total_loss = 0.252093 \n"," total_bbox = 26616, rewritten_bbox = 0.000000 % \n","\u001b]2;3515/4000: loss=0.1 hours left=0.1\u0007\n"," 3515: 0.106873, 0.094432 avg loss, 0.000100 rate, 0.394211 seconds, 28120 images, 0.087227 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.082118, iou_loss = 0.000000, total_loss = 0.082118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826028), count: 5, class_loss = 0.142723, iou_loss = 0.059568, total_loss = 0.202291 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.838731), count: 2, class_loss = 0.062892, iou_loss = 0.023171, total_loss = 0.086064 \n"," total_bbox = 26623, rewritten_bbox = 0.000000 % \n","\u001b]2;3516/4000: loss=0.1 hours left=0.1\u0007\n"," 3516: 0.123491, 0.097338 avg loss, 0.000100 rate, 0.404223 seconds, 28128 images, 0.086886 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830929), count: 1, class_loss = 0.001668, iou_loss = 0.007323, total_loss = 0.008991 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828384), count: 4, class_loss = 0.002668, iou_loss = 0.046830, total_loss = 0.049497 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.812021), count: 3, class_loss = 0.004411, iou_loss = 0.044101, total_loss = 0.048512 \n"," total_bbox = 26631, rewritten_bbox = 0.000000 % \n","\u001b]2;3517/4000: loss=0.0 hours left=0.1\u0007\n"," 3517: 0.035667, 0.091171 avg loss, 0.000100 rate, 0.394723 seconds, 28136 images, 0.086561 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861291), count: 2, class_loss = 0.033159, iou_loss = 0.011198, total_loss = 0.044357 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740277), count: 5, class_loss = 0.144600, iou_loss = 0.149028, total_loss = 0.293628 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.038369, iou_loss = 0.000000, total_loss = 0.038369 \n"," total_bbox = 26638, rewritten_bbox = 0.000000 % \n","\u001b]2;3518/4000: loss=0.1 hours left=0.1\u0007\n"," 3518: 0.125451, 0.094599 avg loss, 0.000100 rate, 0.398949 seconds, 28144 images, 0.086225 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769816), count: 1, class_loss = 0.027938, iou_loss = 0.011880, total_loss = 0.039818 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801853), count: 5, class_loss = 0.029093, iou_loss = 0.060214, total_loss = 0.089307 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704790), count: 2, class_loss = 0.155784, iou_loss = 0.091223, total_loss = 0.247007 \n"," total_bbox = 26646, rewritten_bbox = 0.000000 % \n","\u001b]2;3519/4000: loss=0.1 hours left=0.1\u0007\n"," 3519: 0.125377, 0.097677 avg loss, 0.000100 rate, 0.401941 seconds, 28152 images, 0.085897 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766533), count: 2, class_loss = 0.009155, iou_loss = 0.022554, total_loss = 0.031709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865872), count: 4, class_loss = 0.056350, iou_loss = 0.023835, total_loss = 0.080186 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813560), count: 2, class_loss = 0.005151, iou_loss = 0.030602, total_loss = 0.035753 \n"," total_bbox = 26654, rewritten_bbox = 0.000000 % \n","\u001b]2;3520/4000: loss=0.0 hours left=0.1\u0007\n"," 3520: 0.049216, 0.092831 avg loss, 0.000100 rate, 0.399205 seconds, 28160 images, 0.085575 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864595), count: 1, class_loss = 0.000175, iou_loss = 0.004843, total_loss = 0.005018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861241), count: 3, class_loss = 0.049234, iou_loss = 0.019258, total_loss = 0.068492 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.720231), count: 4, class_loss = 0.046631, iou_loss = 0.130053, total_loss = 0.176685 \n"," total_bbox = 26662, rewritten_bbox = 0.000000 % \n","\u001b]2;3521/4000: loss=0.1 hours left=0.1\u0007\n"," 3521: 0.083398, 0.091888 avg loss, 0.000100 rate, 0.232231 seconds, 28168 images, 0.085252 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831416), count: 6, class_loss = 0.002416, iou_loss = 0.070283, total_loss = 0.072699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.852554), count: 2, class_loss = 0.000122, iou_loss = 0.024412, total_loss = 0.024533 \n"," total_bbox = 26670, rewritten_bbox = 0.000000 % \n","\u001b]2;3522/4000: loss=0.0 hours left=0.1\u0007\n"," 3522: 0.032411, 0.085940 avg loss, 0.000100 rate, 0.396194 seconds, 28176 images, 0.084708 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.871536), count: 1, class_loss = 0.000069, iou_loss = 0.005401, total_loss = 0.005469 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855444), count: 4, class_loss = 0.033188, iou_loss = 0.032709, total_loss = 0.065897 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775287), count: 3, class_loss = 0.144472, iou_loss = 0.084672, total_loss = 0.229144 \n"," total_bbox = 26678, rewritten_bbox = 0.000000 % \n","\u001b]2;3523/4000: loss=0.1 hours left=0.1\u0007\n"," 3523: 0.100170, 0.087363 avg loss, 0.000100 rate, 0.410892 seconds, 28184 images, 0.084387 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873251), count: 4, class_loss = 0.011018, iou_loss = 0.016429, total_loss = 0.027447 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.885199), count: 4, class_loss = 0.023427, iou_loss = 0.028448, total_loss = 0.051875 \n"," total_bbox = 26686, rewritten_bbox = 0.000000 % \n","\u001b]2;3524/4000: loss=0.0 hours left=0.1\u0007\n"," 3524: 0.026446, 0.081271 avg loss, 0.000100 rate, 0.397856 seconds, 28192 images, 0.084088 hours left\n","Loaded: 0.000180 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822159), count: 1, class_loss = 0.001773, iou_loss = 0.006545, total_loss = 0.008318 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001639, iou_loss = 0.000000, total_loss = 0.001639 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.806425), count: 5, class_loss = 0.222377, iou_loss = 0.073230, total_loss = 0.295607 \n"," total_bbox = 26692, rewritten_bbox = 0.000000 % \n","\u001b]2;3525/4000: loss=0.1 hours left=0.1\u0007\n"," 3525: 0.101855, 0.083330 avg loss, 0.000100 rate, 0.395019 seconds, 28200 images, 0.083773 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.007627, iou_loss = 0.000000, total_loss = 0.007627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876659), count: 7, class_loss = 0.038916, iou_loss = 0.050783, total_loss = 0.089699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.780543), count: 1, class_loss = 0.028497, iou_loss = 0.012274, total_loss = 0.040772 \n"," total_bbox = 26700, rewritten_bbox = 0.000000 % \n","\u001b]2;3526/4000: loss=0.0 hours left=0.1\u0007\n"," 3526: 0.046033, 0.079600 avg loss, 0.000100 rate, 0.405652 seconds, 28208 images, 0.083457 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818681), count: 3, class_loss = 0.154884, iou_loss = 0.027313, total_loss = 0.182197 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901667), count: 3, class_loss = 0.013016, iou_loss = 0.013764, total_loss = 0.026780 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.340442), count: 2, class_loss = 0.260490, iou_loss = 1.390556, total_loss = 1.651046 \n"," total_bbox = 26708, rewritten_bbox = 0.000000 % \n","\u001b]2;3527/4000: loss=0.6 hours left=0.1\u0007\n"," 3527: 0.620008, 0.133641 avg loss, 0.000100 rate, 0.398358 seconds, 28216 images, 0.083157 hours left\n","Loaded: 0.000120 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.014248, iou_loss = 0.000000, total_loss = 0.014248 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844896), count: 5, class_loss = 0.004511, iou_loss = 0.090977, total_loss = 0.095488 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.862092), count: 3, class_loss = 0.001193, iou_loss = 0.025768, total_loss = 0.026961 \n"," total_bbox = 26716, rewritten_bbox = 0.000000 % \n","\u001b]2;3528/4000: loss=0.0 hours left=0.1\u0007\n"," 3528: 0.045566, 0.124833 avg loss, 0.000100 rate, 0.403001 seconds, 28224 images, 0.082849 hours left\n","Loaded: 0.000134 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.024625, iou_loss = 0.000000, total_loss = 0.024625 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.899130), count: 2, class_loss = 0.001126, iou_loss = 0.011071, total_loss = 0.012197 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.743410), count: 6, class_loss = 0.133474, iou_loss = 0.173984, total_loss = 0.307459 \n"," total_bbox = 26724, rewritten_bbox = 0.000000 % \n","\u001b]2;3529/4000: loss=0.1 hours left=0.1\u0007\n"," 3529: 0.114760, 0.123826 avg loss, 0.000100 rate, 0.404954 seconds, 28232 images, 0.082549 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875541), count: 6, class_loss = 0.006946, iou_loss = 0.029498, total_loss = 0.036443 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.864001), count: 1, class_loss = 0.001717, iou_loss = 0.006273, total_loss = 0.007990 \n"," total_bbox = 26731, rewritten_bbox = 0.000000 % \n","\u001b]2;3530/4000: loss=0.0 hours left=0.1\u0007\n"," 3530: 0.014811, 0.112924 avg loss, 0.000100 rate, 0.397017 seconds, 28240 images, 0.082253 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000090 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856991), count: 5, class_loss = 0.010139, iou_loss = 0.025127, total_loss = 0.035266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823514), count: 3, class_loss = 0.095618, iou_loss = 0.039149, total_loss = 0.134767 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005607, iou_loss = 0.000000, total_loss = 0.005607 \n"," total_bbox = 26739, rewritten_bbox = 0.000000 % \n","\u001b]2;3531/4000: loss=0.1 hours left=0.1\u0007\n"," 3531: 0.058547, 0.107487 avg loss, 0.000100 rate, 0.351339 seconds, 28248 images, 0.081949 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823804), count: 3, class_loss = 0.000555, iou_loss = 0.024725, total_loss = 0.025281 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879520), count: 4, class_loss = 0.000187, iou_loss = 0.035045, total_loss = 0.035232 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.866405), count: 1, class_loss = 0.000010, iou_loss = 0.012714, total_loss = 0.012724 \n"," total_bbox = 26747, rewritten_bbox = 0.000000 % \n","\u001b]2;3532/4000: loss=0.0 hours left=0.1\u0007\n"," 3532: 0.024412, 0.099179 avg loss, 0.000100 rate, 0.640139 seconds, 28256 images, 0.081588 hours left\n","Loaded: 0.000104 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864420), count: 4, class_loss = 0.010177, iou_loss = 0.036611, total_loss = 0.046788 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853077), count: 4, class_loss = 0.063753, iou_loss = 0.033079, total_loss = 0.096832 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000039, iou_loss = 0.000000, total_loss = 0.000039 \n"," total_bbox = 26755, rewritten_bbox = 0.000000 % \n","\u001b]2;3533/4000: loss=0.0 hours left=0.1\u0007\n"," 3533: 0.047886, 0.094050 avg loss, 0.000100 rate, 0.641080 seconds, 28264 images, 0.081604 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841212), count: 3, class_loss = 0.023342, iou_loss = 0.025991, total_loss = 0.049333 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882469), count: 4, class_loss = 0.017713, iou_loss = 0.030696, total_loss = 0.048409 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.157544), count: 1, class_loss = 0.126321, iou_loss = 0.981119, total_loss = 1.107440 \n"," total_bbox = 26763, rewritten_bbox = 0.000000 % \n","\u001b]2;3534/4000: loss=0.4 hours left=0.1\u0007\n"," 3534: 0.401727, 0.124818 avg loss, 0.000100 rate, 0.645704 seconds, 28272 images, 0.081620 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788321), count: 3, class_loss = 0.063951, iou_loss = 0.031784, total_loss = 0.095735 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810970), count: 4, class_loss = 0.207090, iou_loss = 0.087368, total_loss = 0.294459 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.880258), count: 1, class_loss = 0.124872, iou_loss = 0.004788, total_loss = 0.129659 \n"," total_bbox = 26771, rewritten_bbox = 0.000000 % \n","\u001b]2;3535/4000: loss=0.2 hours left=0.1\u0007\n"," 3535: 0.173285, 0.129664 avg loss, 0.000100 rate, 0.644417 seconds, 28280 images, 0.081640 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.916393), count: 2, class_loss = 0.004935, iou_loss = 0.004366, total_loss = 0.009301 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831367), count: 5, class_loss = 0.158062, iou_loss = 0.107917, total_loss = 0.265979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.674543), count: 1, class_loss = 0.002771, iou_loss = 0.028608, total_loss = 0.031379 \n"," total_bbox = 26779, rewritten_bbox = 0.000000 % \n","\u001b]2;3536/4000: loss=0.1 hours left=0.1\u0007\n"," 3536: 0.102220, 0.126920 avg loss, 0.000100 rate, 0.641193 seconds, 28288 images, 0.081659 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704586), count: 2, class_loss = 0.079388, iou_loss = 0.061315, total_loss = 0.140703 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836449), count: 6, class_loss = 0.005648, iou_loss = 0.056572, total_loss = 0.062221 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n"," total_bbox = 26787, rewritten_bbox = 0.000000 % \n","\u001b]2;3537/4000: loss=0.1 hours left=0.1\u0007\n"," 3537: 0.067644, 0.120992 avg loss, 0.000100 rate, 0.647616 seconds, 28296 images, 0.081669 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752138), count: 4, class_loss = 0.135947, iou_loss = 0.127277, total_loss = 0.263224 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868866), count: 4, class_loss = 0.003913, iou_loss = 0.023519, total_loss = 0.027432 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n"," total_bbox = 26795, rewritten_bbox = 0.000000 % \n","\u001b]2;3538/4000: loss=0.1 hours left=0.1\u0007\n"," 3538: 0.096887, 0.118582 avg loss, 0.000100 rate, 0.644398 seconds, 28304 images, 0.081685 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800732), count: 5, class_loss = 0.047337, iou_loss = 0.057597, total_loss = 0.104934 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860722), count: 2, class_loss = 0.005415, iou_loss = 0.016358, total_loss = 0.021773 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.860504), count: 1, class_loss = 0.000055, iou_loss = 0.014091, total_loss = 0.014146 \n"," total_bbox = 26803, rewritten_bbox = 0.000000 % \n","\u001b]2;3539/4000: loss=0.0 hours left=0.1\u0007\n"," 3539: 0.046951, 0.111419 avg loss, 0.000100 rate, 0.647310 seconds, 28312 images, 0.081696 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815575), count: 5, class_loss = 0.023117, iou_loss = 0.088370, total_loss = 0.111486 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818546), count: 2, class_loss = 0.133889, iou_loss = 0.031552, total_loss = 0.165441 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 26810, rewritten_bbox = 0.000000 % \n","\u001b]2;3540/4000: loss=0.1 hours left=0.1\u0007\n"," 3540: 0.092310, 0.109508 avg loss, 0.000100 rate, 0.646328 seconds, 28320 images, 0.081708 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.940777), count: 1, class_loss = 0.000109, iou_loss = 0.002069, total_loss = 0.002178 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874546), count: 4, class_loss = 0.003643, iou_loss = 0.021030, total_loss = 0.024673 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.781958), count: 3, class_loss = 0.004825, iou_loss = 0.084953, total_loss = 0.089778 \n"," total_bbox = 26818, rewritten_bbox = 0.000000 % \n","\u001b]2;3541/4000: loss=0.0 hours left=0.1\u0007\n"," 3541: 0.038876, 0.102445 avg loss, 0.000100 rate, 0.225120 seconds, 28328 images, 0.081717 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831077), count: 2, class_loss = 0.132981, iou_loss = 0.024634, total_loss = 0.157615 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892026), count: 6, class_loss = 0.003723, iou_loss = 0.056451, total_loss = 0.060175 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000162, iou_loss = 0.000000, total_loss = 0.000162 \n"," total_bbox = 26826, rewritten_bbox = 0.000000 % \n","\u001b]2;3542/4000: loss=0.1 hours left=0.1\u0007\n"," 3542: 0.072651, 0.099465 avg loss, 0.000100 rate, 0.391674 seconds, 28336 images, 0.081187 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823766), count: 2, class_loss = 0.002600, iou_loss = 0.019264, total_loss = 0.021864 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874215), count: 5, class_loss = 0.207600, iou_loss = 0.042934, total_loss = 0.250534 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.827011), count: 1, class_loss = 0.000440, iou_loss = 0.013831, total_loss = 0.014271 \n"," total_bbox = 26834, rewritten_bbox = 0.000000 % \n","\u001b]2;3543/4000: loss=0.1 hours left=0.1\u0007\n"," 3543: 0.095556, 0.099074 avg loss, 0.000100 rate, 0.409884 seconds, 28344 images, 0.080873 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844413), count: 2, class_loss = 0.000059, iou_loss = 0.019916, total_loss = 0.019975 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886248), count: 5, class_loss = 0.001900, iou_loss = 0.022108, total_loss = 0.024008 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745465), count: 1, class_loss = 0.057868, iou_loss = 0.043128, total_loss = 0.100996 \n"," total_bbox = 26842, rewritten_bbox = 0.000000 % \n","\u001b]2;3544/4000: loss=0.0 hours left=0.1\u0007\n"," 3544: 0.048327, 0.094000 avg loss, 0.000100 rate, 0.392548 seconds, 28352 images, 0.080585 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000406, iou_loss = 0.000000, total_loss = 0.000406 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838764), count: 7, class_loss = 0.039176, iou_loss = 0.061244, total_loss = 0.100420 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.892590), count: 1, class_loss = 0.057813, iou_loss = 0.010682, total_loss = 0.068495 \n"," total_bbox = 26850, rewritten_bbox = 0.000000 % \n","\u001b]2;3545/4000: loss=0.1 hours left=0.1\u0007\n"," 3545: 0.056440, 0.090244 avg loss, 0.000100 rate, 0.398513 seconds, 28360 images, 0.080276 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.915872), count: 1, class_loss = 0.000566, iou_loss = 0.002484, total_loss = 0.003050 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749765), count: 2, class_loss = 0.025274, iou_loss = 0.031923, total_loss = 0.057197 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736646), count: 5, class_loss = 0.055819, iou_loss = 0.178359, total_loss = 0.234178 \n"," total_bbox = 26858, rewritten_bbox = 0.000000 % \n","\u001b]2;3546/4000: loss=0.1 hours left=0.1\u0007\n"," 3546: 0.098142, 0.091033 avg loss, 0.000100 rate, 0.404110 seconds, 28368 images, 0.079977 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778435), count: 1, class_loss = 0.000031, iou_loss = 0.013079, total_loss = 0.013109 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859375), count: 4, class_loss = 0.053538, iou_loss = 0.027810, total_loss = 0.081348 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.882745), count: 2, class_loss = 0.045354, iou_loss = 0.015547, total_loss = 0.060901 \n"," total_bbox = 26865, rewritten_bbox = 0.000000 % \n","\u001b]2;3547/4000: loss=0.1 hours left=0.1\u0007\n"," 3547: 0.051786, 0.087109 avg loss, 0.000100 rate, 0.396839 seconds, 28376 images, 0.079687 hours left\n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815029), count: 1, class_loss = 0.000000, iou_loss = 0.006528, total_loss = 0.006529 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828503), count: 4, class_loss = 0.002428, iou_loss = 0.043378, total_loss = 0.045806 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.861103), count: 2, class_loss = 0.002109, iou_loss = 0.012898, total_loss = 0.015008 \n"," total_bbox = 26872, rewritten_bbox = 0.000000 % \n","\u001b]2;3548/4000: loss=0.0 hours left=0.1\u0007\n"," 3548: 0.022447, 0.080643 avg loss, 0.000100 rate, 0.396806 seconds, 28384 images, 0.079390 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864994), count: 2, class_loss = 0.073388, iou_loss = 0.013303, total_loss = 0.086691 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880755), count: 3, class_loss = 0.139494, iou_loss = 0.018184, total_loss = 0.157678 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.847728), count: 3, class_loss = 0.139638, iou_loss = 0.039079, total_loss = 0.178718 \n"," total_bbox = 26880, rewritten_bbox = 0.000000 % \n","\u001b]2;3549/4000: loss=0.1 hours left=0.1\u0007\n"," 3549: 0.141029, 0.086681 avg loss, 0.000100 rate, 0.399119 seconds, 28392 images, 0.079094 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863352), count: 2, class_loss = 0.000013, iou_loss = 0.010510, total_loss = 0.010523 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854839), count: 4, class_loss = 0.006216, iou_loss = 0.032028, total_loss = 0.038244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796072), count: 1, class_loss = 0.001512, iou_loss = 0.041941, total_loss = 0.043452 \n"," total_bbox = 26887, rewritten_bbox = 0.000000 % \n","\u001b]2;3550/4000: loss=0.0 hours left=0.1\u0007\n"," 3550: 0.030740, 0.081087 avg loss, 0.000100 rate, 0.394405 seconds, 28400 images, 0.078804 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875315), count: 3, class_loss = 0.021973, iou_loss = 0.016137, total_loss = 0.038109 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872647), count: 3, class_loss = 0.000907, iou_loss = 0.016731, total_loss = 0.017638 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.763834), count: 2, class_loss = 0.114718, iou_loss = 0.044509, total_loss = 0.159227 \n"," total_bbox = 26895, rewritten_bbox = 0.000000 % \n","\u001b]2;3551/4000: loss=0.1 hours left=0.1\u0007\n"," 3551: 0.071658, 0.080144 avg loss, 0.000100 rate, 0.223324 seconds, 28408 images, 0.078509 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886237), count: 2, class_loss = 0.000005, iou_loss = 0.006165, total_loss = 0.006170 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.920257), count: 3, class_loss = 0.001411, iou_loss = 0.011724, total_loss = 0.013135 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.774977), count: 2, class_loss = 0.005006, iou_loss = 0.037147, total_loss = 0.042153 \n"," total_bbox = 26902, rewritten_bbox = 0.000000 % \n","\u001b]2;3552/4000: loss=0.0 hours left=0.1\u0007\n"," 3552: 0.020486, 0.074178 avg loss, 0.000100 rate, 0.392961 seconds, 28416 images, 0.078002 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872465), count: 2, class_loss = 0.000253, iou_loss = 0.010107, total_loss = 0.010360 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808057), count: 5, class_loss = 0.003583, iou_loss = 0.057967, total_loss = 0.061550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.746677), count: 1, class_loss = 0.071821, iou_loss = 0.017982, total_loss = 0.089803 \n"," total_bbox = 26910, rewritten_bbox = 0.000000 % \n","\u001b]2;3553/4000: loss=0.1 hours left=0.1\u0007\n"," 3553: 0.053904, 0.072151 avg loss, 0.000100 rate, 0.414630 seconds, 28424 images, 0.077711 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.900500), count: 2, class_loss = 0.000285, iou_loss = 0.008370, total_loss = 0.008655 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843142), count: 2, class_loss = 0.008716, iou_loss = 0.027627, total_loss = 0.036342 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.836400), count: 4, class_loss = 0.016778, iou_loss = 0.030239, total_loss = 0.047017 \n"," total_bbox = 26918, rewritten_bbox = 0.000000 % \n","\u001b]2;3554/4000: loss=0.0 hours left=0.1\u0007\n"," 3554: 0.030671, 0.068003 avg loss, 0.000100 rate, 0.393363 seconds, 28432 images, 0.077449 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814640), count: 2, class_loss = 0.000267, iou_loss = 0.024697, total_loss = 0.024964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869054), count: 3, class_loss = 0.059960, iou_loss = 0.022871, total_loss = 0.082831 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.600111), count: 3, class_loss = 0.131271, iou_loss = 0.670093, total_loss = 0.801364 \n"," total_bbox = 26926, rewritten_bbox = 0.000000 % \n","\u001b]2;3555/4000: loss=0.3 hours left=0.1\u0007\n"," 3555: 0.303053, 0.091508 avg loss, 0.000100 rate, 0.395216 seconds, 28440 images, 0.077162 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792846), count: 2, class_loss = 0.109332, iou_loss = 0.027500, total_loss = 0.136833 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863817), count: 5, class_loss = 0.001202, iou_loss = 0.027745, total_loss = 0.028947 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624074), count: 1, class_loss = 0.109681, iou_loss = 0.045145, total_loss = 0.154826 \n"," total_bbox = 26934, rewritten_bbox = 0.000000 % \n","\u001b]2;3556/4000: loss=0.1 hours left=0.1\u0007\n"," 3556: 0.106868, 0.093044 avg loss, 0.000100 rate, 0.403093 seconds, 28448 images, 0.076879 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789620), count: 2, class_loss = 0.075501, iou_loss = 0.029035, total_loss = 0.104536 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839353), count: 3, class_loss = 0.015142, iou_loss = 0.020693, total_loss = 0.035834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.382421), count: 3, class_loss = 0.249798, iou_loss = 0.538607, total_loss = 0.788405 \n"," total_bbox = 26942, rewritten_bbox = 0.000000 % \n","\u001b]2;3557/4000: loss=0.3 hours left=0.1\u0007\n"," 3557: 0.309592, 0.114699 avg loss, 0.000100 rate, 0.395268 seconds, 28456 images, 0.076608 hours left\n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899646), count: 1, class_loss = 0.000186, iou_loss = 0.003523, total_loss = 0.003709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833258), count: 3, class_loss = 0.124234, iou_loss = 0.037625, total_loss = 0.161859 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.696552), count: 3, class_loss = 0.218269, iou_loss = 0.128215, total_loss = 0.346484 \n"," total_bbox = 26949, rewritten_bbox = 0.000000 % \n","\u001b]2;3558/4000: loss=0.2 hours left=0.1\u0007\n"," 3558: 0.170684, 0.120297 avg loss, 0.000100 rate, 0.404463 seconds, 28464 images, 0.076328 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000073, iou_loss = 0.000000, total_loss = 0.000073 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825813), count: 6, class_loss = 0.040746, iou_loss = 0.118423, total_loss = 0.159168 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.859996), count: 2, class_loss = 0.018770, iou_loss = 0.035400, total_loss = 0.054170 \n"," total_bbox = 26957, rewritten_bbox = 0.000000 % \n","\u001b]2;3559/4000: loss=0.1 hours left=0.1\u0007\n"," 3559: 0.071137, 0.115381 avg loss, 0.000100 rate, 0.403748 seconds, 28472 images, 0.076061 hours left\n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796651), count: 1, class_loss = 0.000002, iou_loss = 0.011035, total_loss = 0.011037 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838290), count: 6, class_loss = 0.001888, iou_loss = 0.051434, total_loss = 0.053322 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516419), count: 1, class_loss = 0.188327, iou_loss = 0.082669, total_loss = 0.270997 \n"," total_bbox = 26965, rewritten_bbox = 0.000000 % \n","\u001b]2;3560/4000: loss=0.1 hours left=0.1\u0007\n"," 3560: 0.111785, 0.115022 avg loss, 0.000100 rate, 0.396064 seconds, 28480 images, 0.075796 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867313), count: 2, class_loss = 0.000047, iou_loss = 0.010338, total_loss = 0.010385 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877775), count: 3, class_loss = 0.000841, iou_loss = 0.014686, total_loss = 0.015527 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.770845), count: 3, class_loss = 0.000625, iou_loss = 0.069607, total_loss = 0.070231 \n"," total_bbox = 26973, rewritten_bbox = 0.000000 % \n","\u001b]2;3561/4000: loss=0.0 hours left=0.1\u0007\n"," 3561: 0.032048, 0.106724 avg loss, 0.000100 rate, 0.227379 seconds, 28488 images, 0.075522 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000437, iou_loss = 0.000000, total_loss = 0.000437 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847675), count: 6, class_loss = 0.080237, iou_loss = 0.050984, total_loss = 0.131221 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647701), count: 2, class_loss = 0.152024, iou_loss = 0.084938, total_loss = 0.236962 \n"," total_bbox = 26981, rewritten_bbox = 0.000000 % \n","\u001b]2;3562/4000: loss=0.1 hours left=0.1\u0007\n"," 3562: 0.122873, 0.108339 avg loss, 0.000100 rate, 0.358125 seconds, 28496 images, 0.075044 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866510), count: 5, class_loss = 0.111192, iou_loss = 0.048254, total_loss = 0.159446 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796386), count: 2, class_loss = 0.085094, iou_loss = 0.035438, total_loss = 0.120532 \n"," total_bbox = 26988, rewritten_bbox = 0.000000 % \n","\u001b]2;3563/4000: loss=0.1 hours left=0.1\u0007\n"," 3563: 0.093326, 0.106838 avg loss, 0.000100 rate, 0.363632 seconds, 28504 images, 0.074729 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000197, iou_loss = 0.000000, total_loss = 0.000197 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883584), count: 4, class_loss = 0.007524, iou_loss = 0.017171, total_loss = 0.024695 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.758879), count: 3, class_loss = 0.163587, iou_loss = 0.123391, total_loss = 0.286977 \n"," total_bbox = 26995, rewritten_bbox = 0.000000 % \n","\u001b]2;3564/4000: loss=0.1 hours left=0.1\u0007\n"," 3564: 0.103957, 0.106550 avg loss, 0.000100 rate, 0.355170 seconds, 28512 images, 0.074424 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839882), count: 6, class_loss = 0.023296, iou_loss = 0.066888, total_loss = 0.090184 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.644625), count: 2, class_loss = 0.117101, iou_loss = 0.210047, total_loss = 0.327148 \n"," total_bbox = 27003, rewritten_bbox = 0.000000 % \n","\u001b]2;3565/4000: loss=0.1 hours left=0.1\u0007\n"," 3565: 0.139111, 0.109806 avg loss, 0.000100 rate, 0.353388 seconds, 28520 images, 0.074110 hours left\n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.889709), count: 1, class_loss = 0.001913, iou_loss = 0.005356, total_loss = 0.007269 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853307), count: 6, class_loss = 0.078233, iou_loss = 0.052346, total_loss = 0.130578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.875361), count: 1, class_loss = 0.001272, iou_loss = 0.004613, total_loss = 0.005886 \n"," total_bbox = 27011, rewritten_bbox = 0.000000 % \n","\u001b]2;3566/4000: loss=0.0 hours left=0.1\u0007\n"," 3566: 0.047911, 0.103616 avg loss, 0.000100 rate, 0.357093 seconds, 28528 images, 0.073796 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792227), count: 5, class_loss = 0.026999, iou_loss = 0.061761, total_loss = 0.088760 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.583304), count: 2, class_loss = 0.108340, iou_loss = 0.160007, total_loss = 0.268347 \n"," total_bbox = 27018, rewritten_bbox = 0.000000 % \n","\u001b]2;3567/4000: loss=0.1 hours left=0.1\u0007\n"," 3567: 0.119036, 0.105158 avg loss, 0.000100 rate, 0.358875 seconds, 28536 images, 0.073488 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853855), count: 1, class_loss = 0.044979, iou_loss = 0.003696, total_loss = 0.048675 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822211), count: 5, class_loss = 0.120405, iou_loss = 0.059742, total_loss = 0.180147 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.793822), count: 2, class_loss = 0.040327, iou_loss = 0.031762, total_loss = 0.072089 \n"," total_bbox = 27026, rewritten_bbox = 0.000000 % \n","\u001b]2;3568/4000: loss=0.1 hours left=0.1\u0007\n"," 3568: 0.100304, 0.104673 avg loss, 0.000100 rate, 0.352675 seconds, 28544 images, 0.073185 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842633), count: 2, class_loss = 0.002252, iou_loss = 0.014117, total_loss = 0.016369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851267), count: 3, class_loss = 0.083695, iou_loss = 0.036815, total_loss = 0.120510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.873549), count: 3, class_loss = 0.077943, iou_loss = 0.076789, total_loss = 0.154732 \n"," total_bbox = 27034, rewritten_bbox = 0.000000 % \n","\u001b]2;3569/4000: loss=0.1 hours left=0.1\u0007\n"," 3569: 0.097204, 0.103926 avg loss, 0.000100 rate, 0.357334 seconds, 28552 images, 0.072877 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864394), count: 4, class_loss = 0.012843, iou_loss = 0.033073, total_loss = 0.045916 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768782), count: 4, class_loss = 0.004810, iou_loss = 0.108828, total_loss = 0.113639 \n"," total_bbox = 27042, rewritten_bbox = 0.000000 % \n","\u001b]2;3570/4000: loss=0.1 hours left=0.1\u0007\n"," 3570: 0.053185, 0.098852 avg loss, 0.000100 rate, 0.357705 seconds, 28560 images, 0.072576 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844276), count: 3, class_loss = 0.003737, iou_loss = 0.023483, total_loss = 0.027220 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884679), count: 5, class_loss = 0.196011, iou_loss = 0.028141, total_loss = 0.224152 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001730, iou_loss = 0.000000, total_loss = 0.001730 \n"," total_bbox = 27050, rewritten_bbox = 0.000000 % \n","\u001b]2;3571/4000: loss=0.1 hours left=0.1\u0007\n"," 3571: 0.084367, 0.097403 avg loss, 0.000100 rate, 0.276326 seconds, 28568 images, 0.072277 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809435), count: 3, class_loss = 0.016305, iou_loss = 0.024515, total_loss = 0.040820 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811294), count: 3, class_loss = 0.150362, iou_loss = 0.022411, total_loss = 0.172772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.847360), count: 2, class_loss = 0.006024, iou_loss = 0.027343, total_loss = 0.033367 \n"," total_bbox = 27058, rewritten_bbox = 0.000000 % \n","\u001b]2;3572/4000: loss=0.1 hours left=0.1\u0007\n"," 3572: 0.082320, 0.095895 avg loss, 0.000100 rate, 0.480644 seconds, 28576 images, 0.071884 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813884), count: 4, class_loss = 0.011010, iou_loss = 0.069835, total_loss = 0.080846 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847011), count: 4, class_loss = 0.007261, iou_loss = 0.050470, total_loss = 0.057731 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000090, iou_loss = 0.000000, total_loss = 0.000090 \n"," total_bbox = 27066, rewritten_bbox = 0.000000 % \n","\u001b]2;3573/4000: loss=0.0 hours left=0.1\u0007\n"," 3573: 0.046222, 0.090928 avg loss, 0.000100 rate, 0.505501 seconds, 28584 images, 0.071737 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795962), count: 1, class_loss = 0.095240, iou_loss = 0.008343, total_loss = 0.103583 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816915), count: 4, class_loss = 0.000473, iou_loss = 0.041818, total_loss = 0.042291 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.752673), count: 3, class_loss = 0.123571, iou_loss = 0.080371, total_loss = 0.203942 \n"," total_bbox = 27074, rewritten_bbox = 0.000000 % \n","\u001b]2;3574/4000: loss=0.1 hours left=0.1\u0007\n"," 3574: 0.116605, 0.093496 avg loss, 0.000100 rate, 0.481724 seconds, 28592 images, 0.071619 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.931668), count: 1, class_loss = 0.007471, iou_loss = 0.001195, total_loss = 0.008666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869321), count: 3, class_loss = 0.070495, iou_loss = 0.021564, total_loss = 0.092060 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634429), count: 3, class_loss = 0.131671, iou_loss = 0.502986, total_loss = 0.634658 \n"," total_bbox = 27081, rewritten_bbox = 0.000000 % \n","\u001b]2;3575/4000: loss=0.2 hours left=0.1\u0007\n"," 3575: 0.245128, 0.108659 avg loss, 0.000100 rate, 0.499826 seconds, 28600 images, 0.071473 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821632), count: 1, class_loss = 0.000056, iou_loss = 0.006409, total_loss = 0.006465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794513), count: 4, class_loss = 0.000881, iou_loss = 0.045147, total_loss = 0.046028 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.718701), count: 2, class_loss = 0.093289, iou_loss = 0.061161, total_loss = 0.154450 \n"," total_bbox = 27088, rewritten_bbox = 0.000000 % \n","\u001b]2;3576/4000: loss=0.1 hours left=0.1\u0007\n"," 3576: 0.068981, 0.104691 avg loss, 0.000100 rate, 0.483967 seconds, 28608 images, 0.071348 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.895598), count: 1, class_loss = 0.006025, iou_loss = 0.009493, total_loss = 0.015519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877785), count: 6, class_loss = 0.013105, iou_loss = 0.064922, total_loss = 0.078028 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.703587), count: 1, class_loss = 0.000283, iou_loss = 0.030226, total_loss = 0.030509 \n"," total_bbox = 27096, rewritten_bbox = 0.000000 % \n","\u001b]2;3577/4000: loss=0.0 hours left=0.1\u0007\n"," 3577: 0.041352, 0.098357 avg loss, 0.000100 rate, 0.496577 seconds, 28616 images, 0.071205 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879595), count: 2, class_loss = 0.041079, iou_loss = 0.009191, total_loss = 0.050270 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824159), count: 5, class_loss = 0.008810, iou_loss = 0.052228, total_loss = 0.061038 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554644), count: 1, class_loss = 0.125702, iou_loss = 0.065402, total_loss = 0.191103 \n"," total_bbox = 27104, rewritten_bbox = 0.000000 % \n","\u001b]2;3578/4000: loss=0.1 hours left=0.1\u0007\n"," 3578: 0.100804, 0.098602 avg loss, 0.000100 rate, 0.487984 seconds, 28624 images, 0.071077 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758125), count: 1, class_loss = 0.000318, iou_loss = 0.009913, total_loss = 0.010231 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811790), count: 6, class_loss = 0.001936, iou_loss = 0.071199, total_loss = 0.073135 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000956, iou_loss = 0.000000, total_loss = 0.000956 \n"," total_bbox = 27111, rewritten_bbox = 0.000000 % \n","\u001b]2;3579/4000: loss=0.0 hours left=0.1\u0007\n"," 3579: 0.028108, 0.091552 avg loss, 0.000100 rate, 0.492114 seconds, 28632 images, 0.070938 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834211), count: 5, class_loss = 0.078011, iou_loss = 0.051380, total_loss = 0.129391 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.507320), count: 1, class_loss = 0.105073, iou_loss = 0.084292, total_loss = 0.189365 \n"," total_bbox = 27117, rewritten_bbox = 0.000000 % \n","\u001b]2;3580/4000: loss=0.1 hours left=0.1\u0007\n"," 3580: 0.106252, 0.093022 avg loss, 0.000100 rate, 0.490816 seconds, 28640 images, 0.070804 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892610), count: 7, class_loss = 0.005963, iou_loss = 0.029881, total_loss = 0.035844 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000292, iou_loss = 0.000000, total_loss = 0.000292 \n"," total_bbox = 27124, rewritten_bbox = 0.000000 % \n","\u001b]2;3581/4000: loss=0.0 hours left=0.1\u0007\n"," 3581: 0.012046, 0.084925 avg loss, 0.000100 rate, 0.199710 seconds, 28648 images, 0.070669 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855283), count: 2, class_loss = 0.000090, iou_loss = 0.013793, total_loss = 0.013883 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877534), count: 4, class_loss = 0.004095, iou_loss = 0.021510, total_loss = 0.025605 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.558101), count: 1, class_loss = 0.009971, iou_loss = 0.075796, total_loss = 0.085767 \n"," total_bbox = 27131, rewritten_bbox = 0.000000 % \n","\u001b]2;3582/4000: loss=0.0 hours left=0.1\u0007\n"," 3582: 0.041752, 0.080607 avg loss, 0.000100 rate, 0.354560 seconds, 28656 images, 0.070195 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.192270, iou_loss = 0.000000, total_loss = 0.192270 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844471), count: 6, class_loss = 0.038624, iou_loss = 0.053588, total_loss = 0.092213 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.805527), count: 2, class_loss = 0.032577, iou_loss = 0.043694, total_loss = 0.076271 \n"," total_bbox = 27139, rewritten_bbox = 0.000000 % \n","\u001b]2;3583/4000: loss=0.1 hours left=0.1\u0007\n"," 3583: 0.120251, 0.084572 avg loss, 0.000100 rate, 0.365505 seconds, 28664 images, 0.069905 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873930), count: 1, class_loss = 0.003568, iou_loss = 0.004829, total_loss = 0.008396 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819927), count: 5, class_loss = 0.022144, iou_loss = 0.061390, total_loss = 0.083534 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.764986), count: 2, class_loss = 0.136808, iou_loss = 0.036111, total_loss = 0.172919 \n"," total_bbox = 27147, rewritten_bbox = 0.000000 % \n","\u001b]2;3584/4000: loss=0.1 hours left=0.1\u0007\n"," 3584: 0.088283, 0.084943 avg loss, 0.000100 rate, 0.362936 seconds, 28672 images, 0.069629 hours left\n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.901729), count: 1, class_loss = 0.014835, iou_loss = 0.002068, total_loss = 0.016903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882745), count: 7, class_loss = 0.098593, iou_loss = 0.034849, total_loss = 0.133442 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008995, iou_loss = 0.000000, total_loss = 0.008995 \n"," total_bbox = 27155, rewritten_bbox = 0.000000 % \n","\u001b]2;3585/4000: loss=0.1 hours left=0.1\u0007\n"," 3585: 0.053113, 0.081760 avg loss, 0.000100 rate, 0.356100 seconds, 28680 images, 0.069352 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823807), count: 5, class_loss = 0.002689, iou_loss = 0.049091, total_loss = 0.051781 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.724205), count: 3, class_loss = 0.013294, iou_loss = 0.074152, total_loss = 0.087446 \n"," total_bbox = 27163, rewritten_bbox = 0.000000 % \n","\u001b]2;3586/4000: loss=0.0 hours left=0.1\u0007\n"," 3586: 0.046409, 0.078225 avg loss, 0.000100 rate, 0.358789 seconds, 28688 images, 0.069069 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807292), count: 2, class_loss = 0.000272, iou_loss = 0.031369, total_loss = 0.031642 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862397), count: 4, class_loss = 0.056971, iou_loss = 0.100154, total_loss = 0.157125 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.771219), count: 2, class_loss = 0.020423, iou_loss = 0.040222, total_loss = 0.060645 \n"," total_bbox = 27171, rewritten_bbox = 0.000000 % \n","\u001b]2;3587/4000: loss=0.1 hours left=0.1\u0007\n"," 3587: 0.083137, 0.078716 avg loss, 0.000100 rate, 0.359329 seconds, 28696 images, 0.068791 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845874), count: 2, class_loss = 0.001902, iou_loss = 0.014184, total_loss = 0.016086 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856014), count: 4, class_loss = 0.077021, iou_loss = 0.035666, total_loss = 0.112687 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.660592), count: 2, class_loss = 0.130012, iou_loss = 0.078080, total_loss = 0.208092 \n"," total_bbox = 27179, rewritten_bbox = 0.000000 % \n","\u001b]2;3588/4000: loss=0.1 hours left=0.1\u0007\n"," 3588: 0.112288, 0.082073 avg loss, 0.000100 rate, 0.355092 seconds, 28704 images, 0.068516 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.897872), count: 4, class_loss = 0.098933, iou_loss = 0.017784, total_loss = 0.116718 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.850197), count: 3, class_loss = 0.041637, iou_loss = 0.033771, total_loss = 0.075408 \n"," total_bbox = 27186, rewritten_bbox = 0.000000 % \n","\u001b]2;3589/4000: loss=0.1 hours left=0.1\u0007\n"," 3589: 0.064052, 0.080271 avg loss, 0.000100 rate, 0.362508 seconds, 28712 images, 0.068237 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.931556), count: 1, class_loss = 0.000000, iou_loss = 0.001638, total_loss = 0.001638 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886611), count: 5, class_loss = 0.007830, iou_loss = 0.028240, total_loss = 0.036070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.892666), count: 2, class_loss = 0.006130, iou_loss = 0.012459, total_loss = 0.018589 \n"," total_bbox = 27194, rewritten_bbox = 0.000000 % \n","\u001b]2;3590/4000: loss=0.0 hours left=0.1\u0007\n"," 3590: 0.018766, 0.074121 avg loss, 0.000100 rate, 0.353333 seconds, 28720 images, 0.067969 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798226), count: 4, class_loss = 0.012964, iou_loss = 0.087562, total_loss = 0.100526 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847526), count: 2, class_loss = 0.000167, iou_loss = 0.020717, total_loss = 0.020884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n"," total_bbox = 27200, rewritten_bbox = 0.000000 % \n","\u001b]2;3591/4000: loss=0.0 hours left=0.1\u0007\n"," 3591: 0.040473, 0.070756 avg loss, 0.000100 rate, 0.349819 seconds, 28728 images, 0.067692 hours left\n","Loaded: 0.000112 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849015), count: 4, class_loss = 0.006767, iou_loss = 0.036451, total_loss = 0.043218 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849220), count: 4, class_loss = 0.015621, iou_loss = 0.071085, total_loss = 0.086706 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27208, rewritten_bbox = 0.000000 % \n","\u001b]2;3592/4000: loss=0.0 hours left=0.1\u0007\n"," 3592: 0.043308, 0.068011 avg loss, 0.000100 rate, 0.641855 seconds, 28736 images, 0.067412 hours left\n","Loaded: 0.000112 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826011), count: 3, class_loss = 0.000771, iou_loss = 0.022535, total_loss = 0.023306 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835036), count: 4, class_loss = 0.022488, iou_loss = 0.038511, total_loss = 0.060999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n"," total_bbox = 27215, rewritten_bbox = 0.000000 % \n","\u001b]2;3593/4000: loss=0.0 hours left=0.1\u0007\n"," 3593: 0.028112, 0.064021 avg loss, 0.000100 rate, 0.638505 seconds, 28744 images, 0.067466 hours left\n","Loaded: 0.000114 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775969), count: 1, class_loss = 0.005879, iou_loss = 0.014615, total_loss = 0.020494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.889919), count: 6, class_loss = 0.016948, iou_loss = 0.027083, total_loss = 0.044031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.790520), count: 1, class_loss = 0.034496, iou_loss = 0.017353, total_loss = 0.051849 \n"," total_bbox = 27223, rewritten_bbox = 0.000000 % \n","\u001b]2;3594/4000: loss=0.0 hours left=0.1\u0007\n"," 3594: 0.038791, 0.061498 avg loss, 0.000100 rate, 0.643813 seconds, 28752 images, 0.067513 hours left\n","Loaded: 0.000130 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793507), count: 2, class_loss = 0.001815, iou_loss = 0.031988, total_loss = 0.033803 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858367), count: 5, class_loss = 0.065003, iou_loss = 0.035986, total_loss = 0.100989 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796386), count: 1, class_loss = 0.024774, iou_loss = 0.025840, total_loss = 0.050614 \n"," total_bbox = 27231, rewritten_bbox = 0.000000 % \n","\u001b]2;3595/4000: loss=0.1 hours left=0.1\u0007\n"," 3595: 0.061802, 0.061529 avg loss, 0.000100 rate, 0.639478 seconds, 28760 images, 0.067564 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846264), count: 2, class_loss = 0.025052, iou_loss = 0.044913, total_loss = 0.069964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802209), count: 6, class_loss = 0.154157, iou_loss = 0.162143, total_loss = 0.316300 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001223, iou_loss = 0.000000, total_loss = 0.001223 \n"," total_bbox = 27239, rewritten_bbox = 0.000000 % \n","\u001b]2;3596/4000: loss=0.1 hours left=0.1\u0007\n"," 3596: 0.129163, 0.068292 avg loss, 0.000100 rate, 0.648382 seconds, 28768 images, 0.067608 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879998), count: 3, class_loss = 0.000055, iou_loss = 0.011991, total_loss = 0.012046 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846884), count: 4, class_loss = 0.021130, iou_loss = 0.028964, total_loss = 0.050094 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000406, iou_loss = 0.000000, total_loss = 0.000406 \n"," total_bbox = 27246, rewritten_bbox = 0.000000 % \n","\u001b]2;3597/4000: loss=0.0 hours left=0.1\u0007\n"," 3597: 0.020849, 0.063548 avg loss, 0.000100 rate, 0.645349 seconds, 28776 images, 0.067660 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876477), count: 2, class_loss = 0.000475, iou_loss = 0.012116, total_loss = 0.012591 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862489), count: 5, class_loss = 0.131461, iou_loss = 0.051927, total_loss = 0.183388 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.856607), count: 1, class_loss = 0.034047, iou_loss = 0.008000, total_loss = 0.042048 \n"," total_bbox = 27254, rewritten_bbox = 0.000000 % \n","\u001b]2;3598/4000: loss=0.1 hours left=0.1\u0007\n"," 3598: 0.079342, 0.065127 avg loss, 0.000100 rate, 0.637880 seconds, 28784 images, 0.067706 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000381, iou_loss = 0.000000, total_loss = 0.000381 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739146), count: 6, class_loss = 0.202007, iou_loss = 0.184688, total_loss = 0.386696 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.679648), count: 1, class_loss = 0.121230, iou_loss = 0.078925, total_loss = 0.200154 \n"," total_bbox = 27261, rewritten_bbox = 0.000000 % \n","\u001b]2;3599/4000: loss=0.2 hours left=0.1\u0007\n"," 3599: 0.195744, 0.078189 avg loss, 0.000100 rate, 0.642858 seconds, 28792 images, 0.067741 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833587), count: 3, class_loss = 0.001604, iou_loss = 0.029745, total_loss = 0.031349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810847), count: 2, class_loss = 0.136463, iou_loss = 0.033012, total_loss = 0.169474 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.672665), count: 2, class_loss = 0.107734, iou_loss = 0.078276, total_loss = 0.186010 \n"," total_bbox = 27268, rewritten_bbox = 0.000000 % \n","\u001b]2;3600/4000: loss=0.1 hours left=0.1\u0007\n"," 3600: 0.128944, 0.083264 avg loss, 0.000010 rate, 0.635251 seconds, 28800 images, 0.067780 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778566), count: 5, class_loss = 0.146830, iou_loss = 0.076301, total_loss = 0.223130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.903544), count: 3, class_loss = 0.014421, iou_loss = 0.013088, total_loss = 0.027509 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000314, iou_loss = 0.000000, total_loss = 0.000314 \n"," total_bbox = 27276, rewritten_bbox = 0.000000 % \n","\u001b]2;3601/4000: loss=0.1 hours left=0.1\u0007\n"," 3601: 0.083651, 0.083303 avg loss, 0.000010 rate, 0.604338 seconds, 28808 images, 0.067808 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761373), count: 1, class_loss = 0.003190, iou_loss = 0.012938, total_loss = 0.016128 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738815), count: 5, class_loss = 0.340504, iou_loss = 0.228286, total_loss = 0.568789 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.721067), count: 1, class_loss = 0.031818, iou_loss = 0.026015, total_loss = 0.057833 \n"," total_bbox = 27283, rewritten_bbox = 0.000000 % \n","\u001b]2;3602/4000: loss=0.2 hours left=0.1\u0007\n"," 3602: 0.214250, 0.096398 avg loss, 0.000010 rate, 0.999883 seconds, 28816 images, 0.067800 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877318), count: 3, class_loss = 0.034780, iou_loss = 0.014769, total_loss = 0.049549 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869195), count: 4, class_loss = 0.000048, iou_loss = 0.027638, total_loss = 0.027686 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546622), count: 1, class_loss = 0.124994, iou_loss = 0.074847, total_loss = 0.199841 \n"," total_bbox = 27291, rewritten_bbox = 0.000000 % \n","\u001b]2;3603/4000: loss=0.1 hours left=0.1\u0007\n"," 3603: 0.092359, 0.095994 avg loss, 0.000010 rate, 0.998585 seconds, 28824 images, 0.068227 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870796), count: 5, class_loss = 0.002005, iou_loss = 0.029701, total_loss = 0.031706 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834276), count: 3, class_loss = 0.012167, iou_loss = 0.018289, total_loss = 0.030456 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001994, iou_loss = 0.000000, total_loss = 0.001994 \n"," total_bbox = 27299, rewritten_bbox = 0.000000 % \n","\u001b]2;3604/4000: loss=0.0 hours left=0.1\u0007\n"," 3604: 0.021385, 0.088533 avg loss, 0.000010 rate, 1.000225 seconds, 28832 images, 0.068646 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849112), count: 4, class_loss = 0.012737, iou_loss = 0.028874, total_loss = 0.041611 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868301), count: 4, class_loss = 0.000522, iou_loss = 0.062157, total_loss = 0.062679 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001147, iou_loss = 0.000000, total_loss = 0.001147 \n"," total_bbox = 27307, rewritten_bbox = 0.000000 % \n","\u001b]2;3605/4000: loss=0.0 hours left=0.1\u0007\n"," 3605: 0.035146, 0.083194 avg loss, 0.000010 rate, 1.002281 seconds, 28840 images, 0.069060 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784698), count: 4, class_loss = 0.189373, iou_loss = 0.054625, total_loss = 0.243998 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783632), count: 4, class_loss = 0.312668, iou_loss = 0.090842, total_loss = 0.403510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000658, iou_loss = 0.000000, total_loss = 0.000658 \n"," total_bbox = 27315, rewritten_bbox = 0.000000 % \n","\u001b]2;3606/4000: loss=0.2 hours left=0.1\u0007\n"," 3606: 0.216055, 0.096480 avg loss, 0.000010 rate, 0.997601 seconds, 28848 images, 0.069470 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728845), count: 5, class_loss = 0.237985, iou_loss = 0.128556, total_loss = 0.366542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743540), count: 3, class_loss = 0.161122, iou_loss = 0.061910, total_loss = 0.223032 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000365, iou_loss = 0.000000, total_loss = 0.000365 \n"," total_bbox = 27323, rewritten_bbox = 0.000000 % \n","\u001b]2;3607/4000: loss=0.2 hours left=0.1\u0007\n"," 3607: 0.196646, 0.106497 avg loss, 0.000010 rate, 1.007317 seconds, 28856 images, 0.069867 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773508), count: 7, class_loss = 0.201461, iou_loss = 0.161999, total_loss = 0.363460 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.897630), count: 1, class_loss = 0.021374, iou_loss = 0.002682, total_loss = 0.024056 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n"," total_bbox = 27331, rewritten_bbox = 0.000000 % \n","\u001b]2;3608/4000: loss=0.1 hours left=0.1\u0007\n"," 3608: 0.129182, 0.108765 avg loss, 0.000010 rate, 1.012635 seconds, 28864 images, 0.070268 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823727), count: 3, class_loss = 0.086894, iou_loss = 0.031323, total_loss = 0.118217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.906049), count: 4, class_loss = 0.019971, iou_loss = 0.011758, total_loss = 0.031729 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006294, iou_loss = 0.000000, total_loss = 0.006294 \n"," total_bbox = 27338, rewritten_bbox = 0.000000 % \n","\u001b]2;3609/4000: loss=0.1 hours left=0.1\u0007\n"," 3609: 0.052080, 0.103097 avg loss, 0.000010 rate, 1.006594 seconds, 28872 images, 0.070668 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822646), count: 4, class_loss = 0.009658, iou_loss = 0.049296, total_loss = 0.058954 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873736), count: 3, class_loss = 0.039548, iou_loss = 0.016363, total_loss = 0.055911 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000179, iou_loss = 0.000000, total_loss = 0.000179 \n"," total_bbox = 27345, rewritten_bbox = 0.000000 % \n","\u001b]2;3610/4000: loss=0.0 hours left=0.1\u0007\n"," 3610: 0.038348, 0.096622 avg loss, 0.000010 rate, 1.004186 seconds, 28880 images, 0.071055 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876590), count: 2, class_loss = 0.001057, iou_loss = 0.008538, total_loss = 0.009594 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834735), count: 4, class_loss = 0.004748, iou_loss = 0.038541, total_loss = 0.043289 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.845044), count: 2, class_loss = 0.359791, iou_loss = 0.020440, total_loss = 0.380231 \n"," total_bbox = 27353, rewritten_bbox = 0.000000 % \n","\u001b]2;3611/4000: loss=0.1 hours left=0.1\u0007\n"," 3611: 0.144372, 0.101397 avg loss, 0.000010 rate, 0.202071 seconds, 28888 images, 0.071432 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864275), count: 1, class_loss = 0.000001, iou_loss = 0.006561, total_loss = 0.006562 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842161), count: 5, class_loss = 0.021275, iou_loss = 0.046241, total_loss = 0.067516 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745007), count: 1, class_loss = 0.001542, iou_loss = 0.019714, total_loss = 0.021256 \n"," total_bbox = 27360, rewritten_bbox = 0.000000 % \n","\u001b]2;3612/4000: loss=0.0 hours left=0.1\u0007\n"," 3612: 0.031778, 0.094435 avg loss, 0.000010 rate, 0.355812 seconds, 28896 images, 0.070936 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.896016), count: 1, class_loss = 0.000001, iou_loss = 0.002100, total_loss = 0.002101 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831201), count: 5, class_loss = 0.006430, iou_loss = 0.051871, total_loss = 0.058301 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830705), count: 2, class_loss = 0.067001, iou_loss = 0.014903, total_loss = 0.081904 \n"," total_bbox = 27368, rewritten_bbox = 0.000000 % \n","\u001b]2;3613/4000: loss=0.0 hours left=0.1\u0007\n"," 3613: 0.047435, 0.089735 avg loss, 0.000010 rate, 0.362762 seconds, 28904 images, 0.070610 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867741), count: 2, class_loss = 0.000217, iou_loss = 0.011186, total_loss = 0.011404 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753845), count: 3, class_loss = 0.098411, iou_loss = 0.050738, total_loss = 0.149149 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745290), count: 3, class_loss = 0.000715, iou_loss = 0.085326, total_loss = 0.086041 \n"," total_bbox = 27376, rewritten_bbox = 0.000000 % \n","\u001b]2;3614/4000: loss=0.1 hours left=0.1\u0007\n"," 3614: 0.082198, 0.088981 avg loss, 0.000010 rate, 0.357597 seconds, 28912 images, 0.070294 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.896006), count: 1, class_loss = 0.000003, iou_loss = 0.003397, total_loss = 0.003400 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836799), count: 6, class_loss = 0.010475, iou_loss = 0.076500, total_loss = 0.086975 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.465734), count: 1, class_loss = 0.097562, iou_loss = 0.200840, total_loss = 0.298402 \n"," total_bbox = 27384, rewritten_bbox = 0.000000 % \n","\u001b]2;3615/4000: loss=0.1 hours left=0.1\u0007\n"," 3615: 0.129592, 0.093043 avg loss, 0.000010 rate, 0.354822 seconds, 28920 images, 0.069975 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859410), count: 1, class_loss = 0.013503, iou_loss = 0.005463, total_loss = 0.018966 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874175), count: 2, class_loss = 0.017802, iou_loss = 0.018028, total_loss = 0.035830 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707579), count: 5, class_loss = 0.316176, iou_loss = 0.377648, total_loss = 0.693824 \n"," total_bbox = 27392, rewritten_bbox = 0.000000 % \n","\u001b]2;3616/4000: loss=0.2 hours left=0.1\u0007\n"," 3616: 0.249540, 0.108692 avg loss, 0.000010 rate, 0.356467 seconds, 28928 images, 0.069655 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832510), count: 1, class_loss = 0.017913, iou_loss = 0.006226, total_loss = 0.024138 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808711), count: 6, class_loss = 0.197495, iou_loss = 0.080753, total_loss = 0.278248 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.471892), count: 1, class_loss = 0.124028, iou_loss = 0.189522, total_loss = 0.313550 \n"," total_bbox = 27400, rewritten_bbox = 0.000000 % \n","\u001b]2;3617/4000: loss=0.2 hours left=0.1\u0007\n"," 3617: 0.205312, 0.118354 avg loss, 0.000010 rate, 0.358986 seconds, 28936 images, 0.069338 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840686), count: 2, class_loss = 0.002223, iou_loss = 0.012892, total_loss = 0.015116 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807387), count: 2, class_loss = 0.023018, iou_loss = 0.026736, total_loss = 0.049754 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.797490), count: 4, class_loss = 0.121835, iou_loss = 0.099093, total_loss = 0.220928 \n"," total_bbox = 27408, rewritten_bbox = 0.000000 % \n","\u001b]2;3618/4000: loss=0.1 hours left=0.1\u0007\n"," 3618: 0.095266, 0.116045 avg loss, 0.000010 rate, 0.356899 seconds, 28944 images, 0.069027 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864439), count: 3, class_loss = 0.010641, iou_loss = 0.016343, total_loss = 0.026984 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806582), count: 2, class_loss = 0.042568, iou_loss = 0.029021, total_loss = 0.071589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.709933), count: 2, class_loss = 0.108900, iou_loss = 0.063388, total_loss = 0.172288 \n"," total_bbox = 27415, rewritten_bbox = 0.000000 % \n","\u001b]2;3619/4000: loss=0.1 hours left=0.1\u0007\n"," 3619: 0.090287, 0.113470 avg loss, 0.000010 rate, 0.354855 seconds, 28952 images, 0.068716 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813391), count: 2, class_loss = 0.002735, iou_loss = 0.018915, total_loss = 0.021650 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.909205), count: 3, class_loss = 0.005451, iou_loss = 0.006294, total_loss = 0.011744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.827783), count: 3, class_loss = 0.002534, iou_loss = 0.034697, total_loss = 0.037231 \n"," total_bbox = 27423, rewritten_bbox = 0.000000 % \n","\u001b]2;3620/4000: loss=0.0 hours left=0.1\u0007\n"," 3620: 0.023542, 0.104477 avg loss, 0.000010 rate, 0.359412 seconds, 28960 images, 0.068404 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810390), count: 3, class_loss = 0.033401, iou_loss = 0.039691, total_loss = 0.073092 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774045), count: 4, class_loss = 0.094252, iou_loss = 0.086592, total_loss = 0.180844 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001572, iou_loss = 0.000000, total_loss = 0.001572 \n"," total_bbox = 27430, rewritten_bbox = 0.000000 % \n","\u001b]2;3621/4000: loss=0.1 hours left=0.1\u0007\n"," 3621: 0.085169, 0.102546 avg loss, 0.000010 rate, 0.351140 seconds, 28968 images, 0.068100 hours left\n","Loaded: 0.000111 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878947), count: 2, class_loss = 0.067214, iou_loss = 0.022668, total_loss = 0.089882 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825972), count: 3, class_loss = 0.024654, iou_loss = 0.054650, total_loss = 0.079304 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.814571), count: 2, class_loss = 0.000129, iou_loss = 0.028688, total_loss = 0.028817 \n"," total_bbox = 27437, rewritten_bbox = 0.000000 % \n","\u001b]2;3622/4000: loss=0.1 hours left=0.1\u0007\n"," 3622: 0.066001, 0.098892 avg loss, 0.000010 rate, 0.650559 seconds, 28976 images, 0.067788 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.923172), count: 1, class_loss = 0.017176, iou_loss = 0.002390, total_loss = 0.019566 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788511), count: 7, class_loss = 0.169460, iou_loss = 0.112970, total_loss = 0.282430 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.032725, iou_loss = 0.000000, total_loss = 0.032725 \n"," total_bbox = 27445, rewritten_bbox = 0.000000 % \n","\u001b]2;3623/4000: loss=0.1 hours left=0.1\u0007\n"," 3623: 0.111574, 0.100160 avg loss, 0.000010 rate, 0.639674 seconds, 28984 images, 0.067794 hours left\n","Loaded: 0.000097 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.888902), count: 3, class_loss = 0.116938, iou_loss = 0.009760, total_loss = 0.126699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853079), count: 5, class_loss = 0.110744, iou_loss = 0.036360, total_loss = 0.147104 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000150, iou_loss = 0.000000, total_loss = 0.000150 \n"," total_bbox = 27453, rewritten_bbox = 0.000000 % \n","\u001b]2;3624/4000: loss=0.1 hours left=0.1\u0007\n"," 3624: 0.091317, 0.099276 avg loss, 0.000010 rate, 0.643211 seconds, 28992 images, 0.067786 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858424), count: 3, class_loss = 0.000045, iou_loss = 0.029292, total_loss = 0.029337 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744470), count: 4, class_loss = 0.311269, iou_loss = 0.105940, total_loss = 0.417209 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.679751), count: 1, class_loss = 0.016906, iou_loss = 0.035028, total_loss = 0.051935 \n"," total_bbox = 27461, rewritten_bbox = 0.000000 % \n","\u001b]2;3625/4000: loss=0.2 hours left=0.1\u0007\n"," 3625: 0.166160, 0.105964 avg loss, 0.000010 rate, 0.636865 seconds, 29000 images, 0.067780 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839526), count: 1, class_loss = 0.002997, iou_loss = 0.006502, total_loss = 0.009499 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804043), count: 7, class_loss = 0.072852, iou_loss = 0.140147, total_loss = 0.212999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006553, iou_loss = 0.000000, total_loss = 0.006553 \n"," total_bbox = 27469, rewritten_bbox = 0.000000 % \n","\u001b]2;3626/4000: loss=0.1 hours left=0.1\u0007\n"," 3626: 0.076350, 0.103003 avg loss, 0.000010 rate, 0.641841 seconds, 29008 images, 0.067766 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642246), count: 1, class_loss = 0.003449, iou_loss = 0.034805, total_loss = 0.038254 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842854), count: 7, class_loss = 0.035603, iou_loss = 0.071288, total_loss = 0.106891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012993, iou_loss = 0.000000, total_loss = 0.012993 \n"," total_bbox = 27477, rewritten_bbox = 0.000000 % \n","\u001b]2;3627/4000: loss=0.1 hours left=0.1\u0007\n"," 3627: 0.052712, 0.097974 avg loss, 0.000010 rate, 0.646976 seconds, 29016 images, 0.067755 hours left\n","Loaded: 0.000101 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910108), count: 2, class_loss = 0.000111, iou_loss = 0.005047, total_loss = 0.005158 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858515), count: 6, class_loss = 0.163664, iou_loss = 0.063044, total_loss = 0.226708 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000239, iou_loss = 0.000000, total_loss = 0.000239 \n"," total_bbox = 27485, rewritten_bbox = 0.000000 % \n","\u001b]2;3628/4000: loss=0.1 hours left=0.1\u0007\n"," 3628: 0.077368, 0.095913 avg loss, 0.000010 rate, 0.646078 seconds, 29024 images, 0.067748 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856324), count: 1, class_loss = 0.004263, iou_loss = 0.013426, total_loss = 0.017689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877134), count: 4, class_loss = 0.059334, iou_loss = 0.024875, total_loss = 0.084209 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.727800), count: 1, class_loss = 0.102616, iou_loss = 0.020276, total_loss = 0.122892 \n"," total_bbox = 27491, rewritten_bbox = 0.000000 % \n","\u001b]2;3629/4000: loss=0.1 hours left=0.1\u0007\n"," 3629: 0.074930, 0.093815 avg loss, 0.000010 rate, 0.644585 seconds, 29032 images, 0.067738 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829803), count: 4, class_loss = 0.039282, iou_loss = 0.041610, total_loss = 0.080892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837742), count: 4, class_loss = 0.000322, iou_loss = 0.030303, total_loss = 0.030625 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001556, iou_loss = 0.000000, total_loss = 0.001556 \n"," total_bbox = 27499, rewritten_bbox = 0.000000 % \n","\u001b]2;3630/4000: loss=0.0 hours left=0.1\u0007\n"," 3630: 0.037691, 0.088202 avg loss, 0.000010 rate, 0.646155 seconds, 29040 images, 0.067725 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739535), count: 3, class_loss = 0.011484, iou_loss = 0.077189, total_loss = 0.088673 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799883), count: 5, class_loss = 0.270697, iou_loss = 0.091288, total_loss = 0.361985 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.064827, iou_loss = 0.000000, total_loss = 0.064827 \n"," total_bbox = 27507, rewritten_bbox = 0.000000 % \n","\u001b]2;3631/4000: loss=0.2 hours left=0.1\u0007\n"," 3631: 0.171828, 0.096565 avg loss, 0.000010 rate, 0.352159 seconds, 29048 images, 0.067712 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835063), count: 3, class_loss = 0.293041, iou_loss = 0.028358, total_loss = 0.321399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874741), count: 5, class_loss = 0.058191, iou_loss = 0.037854, total_loss = 0.096045 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 27515, rewritten_bbox = 0.000000 % \n","\u001b]2;3632/4000: loss=0.1 hours left=0.1\u0007\n"," 3632: 0.139149, 0.100823 avg loss, 0.000010 rate, 0.646261 seconds, 29056 images, 0.067396 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869261), count: 3, class_loss = 0.000840, iou_loss = 0.016111, total_loss = 0.016951 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877147), count: 4, class_loss = 0.001024, iou_loss = 0.020311, total_loss = 0.021335 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27522, rewritten_bbox = 0.000000 % \n","\u001b]2;3633/4000: loss=0.0 hours left=0.1\u0007\n"," 3633: 0.012762, 0.092017 avg loss, 0.000010 rate, 0.646262 seconds, 29064 images, 0.067383 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920244), count: 1, class_loss = 0.003423, iou_loss = 0.002305, total_loss = 0.005728 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834134), count: 6, class_loss = 0.026558, iou_loss = 0.092567, total_loss = 0.119126 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 27529, rewritten_bbox = 0.000000 % \n","\u001b]2;3634/4000: loss=0.0 hours left=0.1\u0007\n"," 3634: 0.041619, 0.086977 avg loss, 0.000010 rate, 0.650234 seconds, 29072 images, 0.067368 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848846), count: 3, class_loss = 0.001059, iou_loss = 0.023107, total_loss = 0.024165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853071), count: 4, class_loss = 0.066022, iou_loss = 0.024579, total_loss = 0.090600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 27536, rewritten_bbox = 0.000000 % \n","\u001b]2;3635/4000: loss=0.0 hours left=0.1\u0007\n"," 3635: 0.038256, 0.082105 avg loss, 0.000010 rate, 0.641005 seconds, 29080 images, 0.067355 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737168), count: 6, class_loss = 0.067641, iou_loss = 0.176031, total_loss = 0.243673 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818306), count: 2, class_loss = 0.005583, iou_loss = 0.018125, total_loss = 0.023708 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n"," total_bbox = 27544, rewritten_bbox = 0.000000 % \n","\u001b]2;3636/4000: loss=0.1 hours left=0.1\u0007\n"," 3636: 0.089134, 0.082808 avg loss, 0.000010 rate, 0.646575 seconds, 29088 images, 0.067332 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851818), count: 3, class_loss = 0.129558, iou_loss = 0.022522, total_loss = 0.152080 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.899727), count: 5, class_loss = 0.026967, iou_loss = 0.030584, total_loss = 0.057551 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000062, iou_loss = 0.000000, total_loss = 0.000062 \n"," total_bbox = 27552, rewritten_bbox = 0.000000 % \n","\u001b]2;3637/4000: loss=0.1 hours left=0.1\u0007\n"," 3637: 0.069898, 0.081517 avg loss, 0.000010 rate, 0.648716 seconds, 29096 images, 0.067312 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870130), count: 3, class_loss = 0.095902, iou_loss = 0.014289, total_loss = 0.110191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840203), count: 4, class_loss = 0.069951, iou_loss = 0.052309, total_loss = 0.122260 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009631, iou_loss = 0.000000, total_loss = 0.009631 \n"," total_bbox = 27559, rewritten_bbox = 0.000000 % \n","\u001b]2;3638/4000: loss=0.1 hours left=0.1\u0007\n"," 3638: 0.080694, 0.081435 avg loss, 0.000010 rate, 0.644675 seconds, 29104 images, 0.067293 hours left\n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884860), count: 4, class_loss = 0.076614, iou_loss = 0.037991, total_loss = 0.114606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858241), count: 4, class_loss = 0.002884, iou_loss = 0.031654, total_loss = 0.034538 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n"," total_bbox = 27567, rewritten_bbox = 0.000000 % \n","\u001b]2;3639/4000: loss=0.0 hours left=0.1\u0007\n"," 3639: 0.049723, 0.078264 avg loss, 0.000010 rate, 0.649212 seconds, 29112 images, 0.067269 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872466), count: 1, class_loss = 0.000006, iou_loss = 0.006925, total_loss = 0.006930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810018), count: 7, class_loss = 0.022572, iou_loss = 0.115028, total_loss = 0.137600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002811, iou_loss = 0.000000, total_loss = 0.002811 \n"," total_bbox = 27575, rewritten_bbox = 0.000000 % \n","\u001b]2;3640/4000: loss=0.0 hours left=0.1\u0007\n"," 3640: 0.049114, 0.075349 avg loss, 0.000010 rate, 0.647805 seconds, 29120 images, 0.067247 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.898728), count: 2, class_loss = 0.005130, iou_loss = 0.006464, total_loss = 0.011593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866133), count: 5, class_loss = 0.203447, iou_loss = 0.067082, total_loss = 0.270529 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.842950), count: 1, class_loss = 0.023541, iou_loss = 0.010043, total_loss = 0.033584 \n"," total_bbox = 27583, rewritten_bbox = 0.000000 % \n","\u001b]2;3641/4000: loss=0.1 hours left=0.1\u0007\n"," 3641: 0.105235, 0.078337 avg loss, 0.000010 rate, 0.223147 seconds, 29128 images, 0.067223 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757253), count: 5, class_loss = 0.121914, iou_loss = 0.100229, total_loss = 0.222143 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.752981), count: 2, class_loss = 0.023285, iou_loss = 0.061822, total_loss = 0.085107 \n"," total_bbox = 27590, rewritten_bbox = 0.000000 % \n","\u001b]2;3642/4000: loss=0.1 hours left=0.1\u0007\n"," 3642: 0.102417, 0.080745 avg loss, 0.000010 rate, 0.394266 seconds, 29136 images, 0.066773 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003175, iou_loss = 0.000000, total_loss = 0.003175 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833142), count: 6, class_loss = 0.021372, iou_loss = 0.066632, total_loss = 0.088004 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.892882), count: 2, class_loss = 0.000588, iou_loss = 0.011430, total_loss = 0.012018 \n"," total_bbox = 27598, rewritten_bbox = 0.000000 % \n","\u001b]2;3643/4000: loss=0.0 hours left=0.1\u0007\n"," 3643: 0.034399, 0.076111 avg loss, 0.000010 rate, 0.413662 seconds, 29144 images, 0.066497 hours left\n","Loaded: 0.000104 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886168), count: 2, class_loss = 0.000027, iou_loss = 0.006372, total_loss = 0.006399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865837), count: 3, class_loss = 0.029124, iou_loss = 0.020838, total_loss = 0.049962 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744057), count: 3, class_loss = 0.028619, iou_loss = 0.060354, total_loss = 0.088973 \n"," total_bbox = 27606, rewritten_bbox = 0.000000 % \n","\u001b]2;3644/4000: loss=0.0 hours left=0.1\u0007\n"," 3644: 0.048445, 0.073344 avg loss, 0.000010 rate, 0.395446 seconds, 29152 images, 0.066243 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852702), count: 6, class_loss = 0.025135, iou_loss = 0.068222, total_loss = 0.093357 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.905142), count: 1, class_loss = 0.113482, iou_loss = 0.009855, total_loss = 0.123337 \n"," total_bbox = 27613, rewritten_bbox = 0.000000 % \n","\u001b]2;3645/4000: loss=0.1 hours left=0.1\u0007\n"," 3645: 0.072233, 0.073233 avg loss, 0.000010 rate, 0.396654 seconds, 29160 images, 0.065971 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785792), count: 2, class_loss = 0.011029, iou_loss = 0.027880, total_loss = 0.038909 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901171), count: 3, class_loss = 0.000279, iou_loss = 0.012614, total_loss = 0.012892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828317), count: 2, class_loss = 0.033621, iou_loss = 0.021625, total_loss = 0.055246 \n"," total_bbox = 27620, rewritten_bbox = 0.000000 % \n","\u001b]2;3646/4000: loss=0.0 hours left=0.1\u0007\n"," 3646: 0.035682, 0.069478 avg loss, 0.000010 rate, 0.407569 seconds, 29168 images, 0.065703 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814616), count: 1, class_loss = 0.014064, iou_loss = 0.008124, total_loss = 0.022188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812120), count: 6, class_loss = 0.001593, iou_loss = 0.062521, total_loss = 0.064114 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.717322), count: 1, class_loss = 0.001994, iou_loss = 0.022016, total_loss = 0.024011 \n"," total_bbox = 27628, rewritten_bbox = 0.000000 % \n","\u001b]2;3647/4000: loss=0.0 hours left=0.1\u0007\n"," 3647: 0.036771, 0.066207 avg loss, 0.000010 rate, 0.394895 seconds, 29176 images, 0.065447 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843528), count: 1, class_loss = 0.008312, iou_loss = 0.007409, total_loss = 0.015721 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.889416), count: 4, class_loss = 0.031140, iou_loss = 0.015796, total_loss = 0.046936 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828528), count: 3, class_loss = 0.006386, iou_loss = 0.034591, total_loss = 0.040977 \n"," total_bbox = 27636, rewritten_bbox = 0.000000 % \n","\u001b]2;3648/4000: loss=0.0 hours left=0.1\u0007\n"," 3648: 0.034545, 0.063041 avg loss, 0.000010 rate, 0.406717 seconds, 29184 images, 0.065180 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845411), count: 5, class_loss = 0.014214, iou_loss = 0.045885, total_loss = 0.060099 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.653950), count: 3, class_loss = 0.237697, iou_loss = 0.203503, total_loss = 0.441200 \n"," total_bbox = 27644, rewritten_bbox = 0.000000 % \n","\u001b]2;3649/4000: loss=0.2 hours left=0.1\u0007\n"," 3649: 0.167100, 0.073447 avg loss, 0.000010 rate, 0.399307 seconds, 29192 images, 0.064926 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831607), count: 1, class_loss = 0.046951, iou_loss = 0.010047, total_loss = 0.056997 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837036), count: 5, class_loss = 0.016906, iou_loss = 0.061964, total_loss = 0.078869 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556877), count: 2, class_loss = 0.125097, iou_loss = 0.446454, total_loss = 0.571551 \n"," total_bbox = 27652, rewritten_bbox = 0.000000 % \n","\u001b]2;3650/4000: loss=0.2 hours left=0.1\u0007\n"," 3650: 0.235806, 0.089683 avg loss, 0.000010 rate, 0.399690 seconds, 29200 images, 0.064666 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 576 x 576 \n"," try to allocate additional workspace_size = 287.83 MB \n"," CUDA allocate done! \n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759711), count: 4, class_loss = 0.132471, iou_loss = 0.076354, total_loss = 0.208825 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842225), count: 4, class_loss = 0.011945, iou_loss = 0.029251, total_loss = 0.041196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002885, iou_loss = 0.000000, total_loss = 0.002885 \n"," total_bbox = 27660, rewritten_bbox = 0.000000 % \n","\u001b]2;3651/4000: loss=0.1 hours left=0.1\u0007\n"," 3651: 0.084302, 0.089145 avg loss, 0.000010 rate, 0.559441 seconds, 29208 images, 0.064408 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797332), count: 2, class_loss = 0.000653, iou_loss = 0.067588, total_loss = 0.068241 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761203), count: 6, class_loss = 0.204755, iou_loss = 0.152268, total_loss = 0.357023 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018672, iou_loss = 0.000000, total_loss = 0.018672 \n"," total_bbox = 27668, rewritten_bbox = 0.000000 % \n","\u001b]2;3652/4000: loss=0.1 hours left=0.1\u0007\n"," 3652: 0.147978, 0.095028 avg loss, 0.000010 rate, 0.904939 seconds, 29216 images, 0.064306 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787432), count: 2, class_loss = 0.034620, iou_loss = 0.030174, total_loss = 0.064794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832736), count: 5, class_loss = 0.014379, iou_loss = 0.046145, total_loss = 0.060524 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000017, iou_loss = 0.000000, total_loss = 0.000017 \n"," total_bbox = 27675, rewritten_bbox = 0.000000 % \n","\u001b]2;3653/4000: loss=0.0 hours left=0.1\u0007\n"," 3653: 0.041778, 0.089703 avg loss, 0.000010 rate, 0.891935 seconds, 29224 images, 0.064538 hours left\n","Loaded: 0.000103 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856941), count: 2, class_loss = 0.001501, iou_loss = 0.012423, total_loss = 0.013924 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842058), count: 6, class_loss = 0.091339, iou_loss = 0.106792, total_loss = 0.198130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000601, iou_loss = 0.000000, total_loss = 0.000601 \n"," total_bbox = 27683, rewritten_bbox = 0.000000 % \n","\u001b]2;3654/4000: loss=0.1 hours left=0.1\u0007\n"," 3654: 0.070885, 0.087821 avg loss, 0.000010 rate, 0.895674 seconds, 29232 images, 0.064752 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842808), count: 4, class_loss = 0.015036, iou_loss = 0.030055, total_loss = 0.045091 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867868), count: 3, class_loss = 0.000270, iou_loss = 0.018628, total_loss = 0.018898 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000365, iou_loss = 0.000000, total_loss = 0.000365 \n"," total_bbox = 27690, rewritten_bbox = 0.000000 % \n","\u001b]2;3655/4000: loss=0.0 hours left=0.1\u0007\n"," 3655: 0.021451, 0.081184 avg loss, 0.000010 rate, 0.897689 seconds, 29240 images, 0.064966 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848148), count: 3, class_loss = 0.004554, iou_loss = 0.024418, total_loss = 0.028972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851962), count: 3, class_loss = 0.140823, iou_loss = 0.048991, total_loss = 0.189814 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.701026), count: 1, class_loss = 0.106589, iou_loss = 0.037576, total_loss = 0.144165 \n"," total_bbox = 27697, rewritten_bbox = 0.000000 % \n","\u001b]2;3656/4000: loss=0.1 hours left=0.1\u0007\n"," 3656: 0.120984, 0.085164 avg loss, 0.000010 rate, 0.897648 seconds, 29248 images, 0.065177 hours left\n","Loaded: 0.000120 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884700), count: 3, class_loss = 0.040745, iou_loss = 0.022406, total_loss = 0.063151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859414), count: 4, class_loss = 0.093717, iou_loss = 0.069109, total_loss = 0.162826 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000094, iou_loss = 0.000000, total_loss = 0.000094 \n"," total_bbox = 27704, rewritten_bbox = 0.000000 % \n","\u001b]2;3657/4000: loss=0.1 hours left=0.1\u0007\n"," 3657: 0.075357, 0.084183 avg loss, 0.000010 rate, 0.895241 seconds, 29256 images, 0.065383 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831569), count: 4, class_loss = 0.002244, iou_loss = 0.036812, total_loss = 0.039056 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810503), count: 4, class_loss = 0.025444, iou_loss = 0.044013, total_loss = 0.069457 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.055401, iou_loss = 0.000000, total_loss = 0.055401 \n"," total_bbox = 27712, rewritten_bbox = 0.000000 % \n","\u001b]2;3658/4000: loss=0.1 hours left=0.1\u0007\n"," 3658: 0.054638, 0.081229 avg loss, 0.000010 rate, 0.895717 seconds, 29264 images, 0.065582 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858588), count: 4, class_loss = 0.001500, iou_loss = 0.034167, total_loss = 0.035667 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788158), count: 4, class_loss = 0.050737, iou_loss = 0.058090, total_loss = 0.108827 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003789, iou_loss = 0.000000, total_loss = 0.003789 \n"," total_bbox = 27720, rewritten_bbox = 0.000000 % \n","\u001b]2;3659/4000: loss=0.0 hours left=0.1\u0007\n"," 3659: 0.049428, 0.078049 avg loss, 0.000010 rate, 0.900516 seconds, 29272 images, 0.065777 hours left\n","Loaded: 0.000113 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884691), count: 2, class_loss = 0.116896, iou_loss = 0.011342, total_loss = 0.128238 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853305), count: 5, class_loss = 0.132437, iou_loss = 0.030385, total_loss = 0.162822 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n"," total_bbox = 27727, rewritten_bbox = 0.000000 % \n","\u001b]2;3660/4000: loss=0.1 hours left=0.1\u0007\n"," 3660: 0.097025, 0.079946 avg loss, 0.000010 rate, 0.899259 seconds, 29280 images, 0.065972 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823534), count: 6, class_loss = 0.059455, iou_loss = 0.114751, total_loss = 0.174206 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816819), count: 2, class_loss = 0.002674, iou_loss = 0.021577, total_loss = 0.024251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n"," total_bbox = 27735, rewritten_bbox = 0.000000 % \n","\u001b]2;3661/4000: loss=0.1 hours left=0.1\u0007\n"," 3661: 0.066155, 0.078567 avg loss, 0.000010 rate, 0.581045 seconds, 29288 images, 0.066162 hours left\n","Loaded: 0.000108 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841461), count: 4, class_loss = 0.041681, iou_loss = 0.033747, total_loss = 0.075428 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820819), count: 3, class_loss = 0.080191, iou_loss = 0.057072, total_loss = 0.137263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000100, iou_loss = 0.000000, total_loss = 0.000100 \n"," total_bbox = 27742, rewritten_bbox = 0.000000 % \n","\u001b]2;3662/4000: loss=0.1 hours left=0.1\u0007\n"," 3662: 0.070930, 0.077804 avg loss, 0.000010 rate, 1.025445 seconds, 29296 images, 0.066048 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814397), count: 6, class_loss = 0.151268, iou_loss = 0.095029, total_loss = 0.246297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.903913), count: 2, class_loss = 0.104679, iou_loss = 0.009873, total_loss = 0.114552 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27750, rewritten_bbox = 0.000000 % \n","\u001b]2;3663/4000: loss=0.1 hours left=0.1\u0007\n"," 3663: 0.120284, 0.082052 avg loss, 0.000010 rate, 1.015979 seconds, 29304 images, 0.066350 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883894), count: 4, class_loss = 0.002332, iou_loss = 0.016884, total_loss = 0.019216 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857020), count: 3, class_loss = 0.009856, iou_loss = 0.039269, total_loss = 0.049125 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009733, iou_loss = 0.000000, total_loss = 0.009733 \n"," total_bbox = 27757, rewritten_bbox = 0.000000 % \n","\u001b]2;3664/4000: loss=0.0 hours left=0.1\u0007\n"," 3664: 0.026025, 0.076449 avg loss, 0.000010 rate, 1.006911 seconds, 29312 images, 0.066638 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836560), count: 6, class_loss = 0.039250, iou_loss = 0.083555, total_loss = 0.122805 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752867), count: 2, class_loss = 0.107001, iou_loss = 0.071737, total_loss = 0.178738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000073, iou_loss = 0.000000, total_loss = 0.000073 \n"," total_bbox = 27765, rewritten_bbox = 0.000000 % \n","\u001b]2;3665/4000: loss=0.1 hours left=0.1\u0007\n"," 3665: 0.100539, 0.078858 avg loss, 0.000010 rate, 1.013775 seconds, 29320 images, 0.066911 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861806), count: 1, class_loss = 0.001239, iou_loss = 0.006793, total_loss = 0.008032 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878815), count: 6, class_loss = 0.102999, iou_loss = 0.034335, total_loss = 0.137334 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 27772, rewritten_bbox = 0.000000 % \n","\u001b]2;3666/4000: loss=0.0 hours left=0.1\u0007\n"," 3666: 0.048456, 0.075818 avg loss, 0.000010 rate, 1.008883 seconds, 29328 images, 0.067186 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807077), count: 7, class_loss = 0.020521, iou_loss = 0.093041, total_loss = 0.113562 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759519), count: 1, class_loss = 0.119525, iou_loss = 0.020973, total_loss = 0.140498 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001207, iou_loss = 0.000000, total_loss = 0.001207 \n"," total_bbox = 27780, rewritten_bbox = 0.000000 % \n","\u001b]2;3667/4000: loss=0.1 hours left=0.1\u0007\n"," 3667: 0.085089, 0.076745 avg loss, 0.000010 rate, 1.008698 seconds, 29336 images, 0.067450 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887912), count: 4, class_loss = 0.001755, iou_loss = 0.017836, total_loss = 0.019592 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852259), count: 3, class_loss = 0.006087, iou_loss = 0.023109, total_loss = 0.029196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27787, rewritten_bbox = 0.000000 % \n","\u001b]2;3668/4000: loss=0.0 hours left=0.1\u0007\n"," 3668: 0.016263, 0.070697 avg loss, 0.000010 rate, 1.001597 seconds, 29344 images, 0.067709 hours left\n","Loaded: 0.000104 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814425), count: 5, class_loss = 0.054318, iou_loss = 0.083605, total_loss = 0.137922 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862704), count: 3, class_loss = 0.024501, iou_loss = 0.020758, total_loss = 0.045259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 27795, rewritten_bbox = 0.000000 % \n","\u001b]2;3669/4000: loss=0.1 hours left=0.1\u0007\n"," 3669: 0.061062, 0.069733 avg loss, 0.000010 rate, 1.007716 seconds, 29352 images, 0.067955 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832917), count: 3, class_loss = 0.001335, iou_loss = 0.035145, total_loss = 0.036479 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792821), count: 3, class_loss = 0.138494, iou_loss = 0.054751, total_loss = 0.193245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010595, iou_loss = 0.000000, total_loss = 0.010595 \n"," total_bbox = 27801, rewritten_bbox = 0.000000 % \n","\u001b]2;3670/4000: loss=0.1 hours left=0.1\u0007\n"," 3670: 0.080107, 0.070770 avg loss, 0.000010 rate, 1.007174 seconds, 29360 images, 0.068202 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842653), count: 3, class_loss = 0.001882, iou_loss = 0.046154, total_loss = 0.048036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832512), count: 4, class_loss = 0.227107, iou_loss = 0.096970, total_loss = 0.324078 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000088, iou_loss = 0.000000, total_loss = 0.000088 \n"," total_bbox = 27808, rewritten_bbox = 0.000000 % \n","\u001b]2;3671/4000: loss=0.1 hours left=0.1\u0007\n"," 3671: 0.124067, 0.076100 avg loss, 0.000010 rate, 0.580078 seconds, 29368 images, 0.068444 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817629), count: 4, class_loss = 0.041197, iou_loss = 0.037693, total_loss = 0.078890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751230), count: 4, class_loss = 0.170817, iou_loss = 0.162667, total_loss = 0.333484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000069, iou_loss = 0.000000, total_loss = 0.000069 \n"," total_bbox = 27816, rewritten_bbox = 0.000000 % \n","\u001b]2;3672/4000: loss=0.1 hours left=0.1\u0007\n"," 3672: 0.137481, 0.082238 avg loss, 0.000010 rate, 1.010716 seconds, 29376 images, 0.068290 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799701), count: 4, class_loss = 0.178031, iou_loss = 0.074668, total_loss = 0.252699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864660), count: 4, class_loss = 0.036636, iou_loss = 0.035136, total_loss = 0.071772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000123, iou_loss = 0.000000, total_loss = 0.000123 \n"," total_bbox = 27824, rewritten_bbox = 0.000000 % \n","\u001b]2;3673/4000: loss=0.1 hours left=0.1\u0007\n"," 3673: 0.108198, 0.084834 avg loss, 0.000010 rate, 1.010797 seconds, 29384 images, 0.068528 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788368), count: 5, class_loss = 0.032352, iou_loss = 0.144473, total_loss = 0.176825 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765279), count: 2, class_loss = 0.150892, iou_loss = 0.068661, total_loss = 0.219553 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001879, iou_loss = 0.000000, total_loss = 0.001879 \n"," total_bbox = 27831, rewritten_bbox = 0.000000 % \n","\u001b]2;3674/4000: loss=0.1 hours left=0.1\u0007\n"," 3674: 0.132753, 0.089626 avg loss, 0.000010 rate, 1.019352 seconds, 29392 images, 0.068761 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854338), count: 5, class_loss = 0.051473, iou_loss = 0.040115, total_loss = 0.091587 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850720), count: 3, class_loss = 0.036667, iou_loss = 0.027150, total_loss = 0.063817 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000122, iou_loss = 0.000000, total_loss = 0.000122 \n"," total_bbox = 27839, rewritten_bbox = 0.000000 % \n","\u001b]2;3675/4000: loss=0.1 hours left=0.1\u0007\n"," 3675: 0.051842, 0.085848 avg loss, 0.000010 rate, 1.013977 seconds, 29400 images, 0.068996 hours left\n","Loaded: 0.000103 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842034), count: 7, class_loss = 0.230144, iou_loss = 0.070642, total_loss = 0.300786 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.949890), count: 1, class_loss = 0.000348, iou_loss = 0.001661, total_loss = 0.002009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000224, iou_loss = 0.000000, total_loss = 0.000224 \n"," total_bbox = 27847, rewritten_bbox = 0.000000 % \n","\u001b]2;3676/4000: loss=0.1 hours left=0.1\u0007\n"," 3676: 0.101006, 0.087363 avg loss, 0.000010 rate, 1.010908 seconds, 29408 images, 0.069222 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771625), count: 2, class_loss = 0.041180, iou_loss = 0.055763, total_loss = 0.096943 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770754), count: 4, class_loss = 0.167767, iou_loss = 0.141018, total_loss = 0.308785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000056, iou_loss = 0.000000, total_loss = 0.000056 \n"," total_bbox = 27853, rewritten_bbox = 0.000000 % \n","\u001b]2;3677/4000: loss=0.1 hours left=0.1\u0007\n"," 3677: 0.135261, 0.092153 avg loss, 0.000010 rate, 1.004216 seconds, 29416 images, 0.069439 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841558), count: 4, class_loss = 0.003437, iou_loss = 0.033207, total_loss = 0.036644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.896053), count: 4, class_loss = 0.050243, iou_loss = 0.025380, total_loss = 0.075624 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000109, iou_loss = 0.000000, total_loss = 0.000109 \n"," total_bbox = 27861, rewritten_bbox = 0.000000 % \n","\u001b]2;3678/4000: loss=0.0 hours left=0.1\u0007\n"," 3678: 0.037459, 0.086684 avg loss, 0.000010 rate, 1.012445 seconds, 29424 images, 0.069646 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883280), count: 5, class_loss = 0.024514, iou_loss = 0.023058, total_loss = 0.047573 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810880), count: 2, class_loss = 0.006628, iou_loss = 0.024208, total_loss = 0.030835 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27868, rewritten_bbox = 0.000000 % \n","\u001b]2;3679/4000: loss=0.0 hours left=0.1\u0007\n"," 3679: 0.026136, 0.080629 avg loss, 0.000010 rate, 1.008292 seconds, 29432 images, 0.069855 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869820), count: 5, class_loss = 0.179635, iou_loss = 0.034483, total_loss = 0.214118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766346), count: 3, class_loss = 0.253324, iou_loss = 0.061513, total_loss = 0.314837 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000276, iou_loss = 0.000000, total_loss = 0.000276 \n"," total_bbox = 27876, rewritten_bbox = 0.000000 % \n","\u001b]2;3680/4000: loss=0.2 hours left=0.1\u0007\n"," 3680: 0.176410, 0.090207 avg loss, 0.000010 rate, 1.009277 seconds, 29440 images, 0.070056 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 576 x 576 \n"," try to allocate additional workspace_size = 287.83 MB \n"," CUDA allocate done! \n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875126), count: 4, class_loss = 0.004576, iou_loss = 0.029921, total_loss = 0.034496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845199), count: 4, class_loss = 0.059128, iou_loss = 0.039356, total_loss = 0.098484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n"," total_bbox = 27884, rewritten_bbox = 0.000000 % \n","\u001b]2;3681/4000: loss=0.0 hours left=0.1\u0007\n"," 3681: 0.044328, 0.085619 avg loss, 0.000010 rate, 0.516452 seconds, 29448 images, 0.070253 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863824), count: 3, class_loss = 0.000930, iou_loss = 0.024460, total_loss = 0.025390 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855328), count: 4, class_loss = 0.003555, iou_loss = 0.032704, total_loss = 0.036258 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n"," total_bbox = 27891, rewritten_bbox = 0.000000 % \n","\u001b]2;3682/4000: loss=0.0 hours left=0.1\u0007\n"," 3682: 0.020553, 0.079113 avg loss, 0.000010 rate, 0.893261 seconds, 29456 images, 0.070008 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.923054), count: 2, class_loss = 0.023763, iou_loss = 0.003078, total_loss = 0.026841 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822462), count: 5, class_loss = 0.151639, iou_loss = 0.084800, total_loss = 0.236439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789837), count: 1, class_loss = 0.002525, iou_loss = 0.035250, total_loss = 0.037775 \n"," total_bbox = 27899, rewritten_bbox = 0.000000 % \n","\u001b]2;3683/4000: loss=0.1 hours left=0.1\u0007\n"," 3683: 0.100352, 0.081237 avg loss, 0.000010 rate, 0.896535 seconds, 29464 images, 0.070097 hours left\n","Loaded: 0.000090 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825443), count: 4, class_loss = 0.073917, iou_loss = 0.033188, total_loss = 0.107105 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775745), count: 4, class_loss = 0.124032, iou_loss = 0.105323, total_loss = 0.229355 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000057, iou_loss = 0.000000, total_loss = 0.000057 \n"," total_bbox = 27907, rewritten_bbox = 0.000000 % \n","\u001b]2;3684/4000: loss=0.1 hours left=0.1\u0007\n"," 3684: 0.112172, 0.084330 avg loss, 0.000010 rate, 0.896788 seconds, 29472 images, 0.070185 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.904507), count: 2, class_loss = 0.002956, iou_loss = 0.004073, total_loss = 0.007029 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834672), count: 6, class_loss = 0.028618, iou_loss = 0.083919, total_loss = 0.112537 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 27915, rewritten_bbox = 0.000000 % \n","\u001b]2;3685/4000: loss=0.0 hours left=0.1\u0007\n"," 3685: 0.039858, 0.079883 avg loss, 0.000010 rate, 0.900591 seconds, 29480 images, 0.070271 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786620), count: 4, class_loss = 0.251722, iou_loss = 0.081405, total_loss = 0.333127 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884890), count: 3, class_loss = 0.000011, iou_loss = 0.021227, total_loss = 0.021238 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n"," total_bbox = 27922, rewritten_bbox = 0.000000 % \n","\u001b]2;3686/4000: loss=0.1 hours left=0.1\u0007\n"," 3686: 0.118136, 0.083708 avg loss, 0.000010 rate, 0.899342 seconds, 29488 images, 0.070356 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817056), count: 5, class_loss = 0.023083, iou_loss = 0.080798, total_loss = 0.103881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.887388), count: 3, class_loss = 0.002914, iou_loss = 0.016038, total_loss = 0.018952 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n"," total_bbox = 27930, rewritten_bbox = 0.000000 % \n","\u001b]2;3687/4000: loss=0.0 hours left=0.1\u0007\n"," 3687: 0.040951, 0.079432 avg loss, 0.000010 rate, 0.901868 seconds, 29496 images, 0.070437 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774514), count: 2, class_loss = 0.076390, iou_loss = 0.032208, total_loss = 0.108598 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834165), count: 5, class_loss = 0.118117, iou_loss = 0.034673, total_loss = 0.152791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.159287), count: 1, class_loss = 0.125023, iou_loss = 0.600189, total_loss = 0.725212 \n"," total_bbox = 27938, rewritten_bbox = 0.000000 % \n","\u001b]2;3688/4000: loss=0.3 hours left=0.1\u0007\n"," 3688: 0.328867, 0.104376 avg loss, 0.000010 rate, 0.909169 seconds, 29504 images, 0.070517 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.880288), count: 4, class_loss = 0.000058, iou_loss = 0.017211, total_loss = 0.017268 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837393), count: 4, class_loss = 0.012729, iou_loss = 0.038769, total_loss = 0.051498 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 27946, rewritten_bbox = 0.000000 % \n","\u001b]2;3689/4000: loss=0.0 hours left=0.1\u0007\n"," 3689: 0.022922, 0.096231 avg loss, 0.000010 rate, 0.897062 seconds, 29512 images, 0.070600 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884020), count: 2, class_loss = 0.022244, iou_loss = 0.010388, total_loss = 0.032633 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847285), count: 5, class_loss = 0.132239, iou_loss = 0.035799, total_loss = 0.168038 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000175, iou_loss = 0.000000, total_loss = 0.000175 \n"," total_bbox = 27953, rewritten_bbox = 0.000000 % \n","\u001b]2;3690/4000: loss=0.1 hours left=0.1\u0007\n"," 3690: 0.066948, 0.093302 avg loss, 0.000010 rate, 0.898384 seconds, 29520 images, 0.070669 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868681), count: 8, class_loss = 0.126536, iou_loss = 0.049368, total_loss = 0.175904 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n"," total_bbox = 27961, rewritten_bbox = 0.000000 % \n","\u001b]2;3691/4000: loss=0.1 hours left=0.1\u0007\n"," 3691: 0.058641, 0.089836 avg loss, 0.000010 rate, 0.224784 seconds, 29528 images, 0.070736 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819559), count: 1, class_loss = 0.000206, iou_loss = 0.011407, total_loss = 0.011614 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861210), count: 5, class_loss = 0.058414, iou_loss = 0.052383, total_loss = 0.110797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.876992), count: 2, class_loss = 0.026953, iou_loss = 0.017146, total_loss = 0.044099 \n"," total_bbox = 27969, rewritten_bbox = 0.000000 % \n","\u001b]2;3692/4000: loss=0.1 hours left=0.1\u0007\n"," 3692: 0.055503, 0.086403 avg loss, 0.000010 rate, 0.396138 seconds, 29536 images, 0.070222 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899091), count: 1, class_loss = 0.065473, iou_loss = 0.002480, total_loss = 0.067953 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773576), count: 4, class_loss = 0.064084, iou_loss = 0.080221, total_loss = 0.144305 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.902316), count: 3, class_loss = 0.001550, iou_loss = 0.013741, total_loss = 0.015291 \n"," total_bbox = 27977, rewritten_bbox = 0.000000 % \n","\u001b]2;3693/4000: loss=0.1 hours left=0.1\u0007\n"," 3693: 0.075850, 0.085348 avg loss, 0.000010 rate, 0.411472 seconds, 29544 images, 0.069858 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.942585), count: 1, class_loss = 0.000047, iou_loss = 0.001008, total_loss = 0.001055 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853812), count: 5, class_loss = 0.019643, iou_loss = 0.049898, total_loss = 0.069541 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.824433), count: 2, class_loss = 0.038791, iou_loss = 0.029082, total_loss = 0.067873 \n"," total_bbox = 27985, rewritten_bbox = 0.000000 % \n","\u001b]2;3694/4000: loss=0.0 hours left=0.1\u0007\n"," 3694: 0.046156, 0.081428 avg loss, 0.000010 rate, 0.393646 seconds, 29552 images, 0.069511 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865085), count: 3, class_loss = 0.000317, iou_loss = 0.015080, total_loss = 0.015397 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799971), count: 3, class_loss = 0.011132, iou_loss = 0.043910, total_loss = 0.055042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.844852), count: 2, class_loss = 0.102529, iou_loss = 0.038575, total_loss = 0.141104 \n"," total_bbox = 27993, rewritten_bbox = 0.000000 % \n","\u001b]2;3695/4000: loss=0.1 hours left=0.1\u0007\n"," 3695: 0.070514, 0.080337 avg loss, 0.000010 rate, 0.398091 seconds, 29560 images, 0.069150 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801461), count: 1, class_loss = 0.016601, iou_loss = 0.019289, total_loss = 0.035890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850159), count: 3, class_loss = 0.001967, iou_loss = 0.043883, total_loss = 0.045849 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768386), count: 4, class_loss = 0.082941, iou_loss = 0.124297, total_loss = 0.207238 \n"," total_bbox = 28001, rewritten_bbox = 0.000000 % \n","\u001b]2;3696/4000: loss=0.1 hours left=0.1\u0007\n"," 3696: 0.096326, 0.081936 avg loss, 0.000010 rate, 0.404645 seconds, 29568 images, 0.068796 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862156), count: 1, class_loss = 0.000000, iou_loss = 0.007033, total_loss = 0.007033 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.909775), count: 3, class_loss = 0.005153, iou_loss = 0.006970, total_loss = 0.012123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.777054), count: 2, class_loss = 0.025053, iou_loss = 0.032966, total_loss = 0.058019 \n"," total_bbox = 28007, rewritten_bbox = 0.000000 % \n","\u001b]2;3697/4000: loss=0.0 hours left=0.1\u0007\n"," 3697: 0.025725, 0.076315 avg loss, 0.000010 rate, 0.393985 seconds, 29576 images, 0.068450 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850601), count: 2, class_loss = 0.000004, iou_loss = 0.014157, total_loss = 0.014162 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855410), count: 4, class_loss = 0.008885, iou_loss = 0.032632, total_loss = 0.041517 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.867268), count: 2, class_loss = 0.005026, iou_loss = 0.017033, total_loss = 0.022059 \n"," total_bbox = 28015, rewritten_bbox = 0.000000 % \n","\u001b]2;3698/4000: loss=0.0 hours left=0.1\u0007\n"," 3698: 0.025913, 0.071275 avg loss, 0.000010 rate, 0.399098 seconds, 29584 images, 0.068097 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871576), count: 5, class_loss = 0.052491, iou_loss = 0.019819, total_loss = 0.072310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.785462), count: 2, class_loss = 0.031973, iou_loss = 0.043342, total_loss = 0.075315 \n"," total_bbox = 28022, rewritten_bbox = 0.000000 % \n","\u001b]2;3699/4000: loss=0.0 hours left=0.1\u0007\n"," 3699: 0.049209, 0.069068 avg loss, 0.000010 rate, 0.400533 seconds, 29592 images, 0.067751 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.915756), count: 2, class_loss = 0.003610, iou_loss = 0.009645, total_loss = 0.013255 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881396), count: 4, class_loss = 0.036729, iou_loss = 0.025107, total_loss = 0.061836 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.731752), count: 2, class_loss = 0.001389, iou_loss = 0.082219, total_loss = 0.083608 \n"," total_bbox = 28030, rewritten_bbox = 0.000000 % \n","\u001b]2;3700/4000: loss=0.1 hours left=0.1\u0007\n"," 3700: 0.052899, 0.067451 avg loss, 0.000010 rate, 0.398016 seconds, 29600 images, 0.067408 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 320 x 320 \n"," try to allocate additional workspace_size = 177.24 MB \n"," CUDA allocate done! \n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798062), count: 4, class_loss = 0.059681, iou_loss = 0.044282, total_loss = 0.103963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.820199), count: 4, class_loss = 0.219833, iou_loss = 0.063567, total_loss = 0.283400 \n"," total_bbox = 28038, rewritten_bbox = 0.000000 % \n","\u001b]2;3701/4000: loss=0.1 hours left=0.1\u0007\n"," 3701: 0.129121, 0.073618 avg loss, 0.000010 rate, 0.172830 seconds, 29608 images, 0.067066 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.903877), count: 1, class_loss = 0.000015, iou_loss = 0.001412, total_loss = 0.001427 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846298), count: 5, class_loss = 0.034320, iou_loss = 0.042344, total_loss = 0.076664 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.777065), count: 2, class_loss = 0.008935, iou_loss = 0.049933, total_loss = 0.058868 \n"," total_bbox = 28046, rewritten_bbox = 0.000000 % \n","\u001b]2;3702/4000: loss=0.0 hours left=0.1\u0007\n"," 3702: 0.045653, 0.070822 avg loss, 0.000010 rate, 0.303694 seconds, 29616 images, 0.066539 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843062), count: 1, class_loss = 0.000373, iou_loss = 0.006601, total_loss = 0.006974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865831), count: 5, class_loss = 0.002205, iou_loss = 0.032937, total_loss = 0.035142 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.858606), count: 2, class_loss = 0.009699, iou_loss = 0.023726, total_loss = 0.033426 \n"," total_bbox = 28054, rewritten_bbox = 0.000000 % \n","\u001b]2;3703/4000: loss=0.0 hours left=0.1\u0007\n"," 3703: 0.025180, 0.066258 avg loss, 0.000010 rate, 0.302003 seconds, 29624 images, 0.066125 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803032), count: 5, class_loss = 0.208140, iou_loss = 0.060296, total_loss = 0.268436 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.771419), count: 3, class_loss = 0.145894, iou_loss = 0.065594, total_loss = 0.211488 \n"," total_bbox = 28062, rewritten_bbox = 0.000000 % \n","\u001b]2;3704/4000: loss=0.2 hours left=0.1\u0007\n"," 3704: 0.159977, 0.075629 avg loss, 0.000010 rate, 0.315110 seconds, 29632 images, 0.065713 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900476), count: 2, class_loss = 0.098353, iou_loss = 0.006546, total_loss = 0.104899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.751459), count: 6, class_loss = 0.219110, iou_loss = 0.136709, total_loss = 0.355819 \n"," total_bbox = 28070, rewritten_bbox = 0.000000 % \n","\u001b]2;3705/4000: loss=0.2 hours left=0.1\u0007\n"," 3705: 0.153573, 0.083424 avg loss, 0.000010 rate, 0.303941 seconds, 29640 images, 0.065315 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831387), count: 4, class_loss = 0.136133, iou_loss = 0.038287, total_loss = 0.174420 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678725), count: 4, class_loss = 0.271130, iou_loss = 0.260293, total_loss = 0.531422 \n"," total_bbox = 28078, rewritten_bbox = 0.000000 % \n","\u001b]2;3706/4000: loss=0.2 hours left=0.1\u0007\n"," 3706: 0.235281, 0.098610 avg loss, 0.000010 rate, 0.303796 seconds, 29648 images, 0.064911 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772920), count: 1, class_loss = 0.000098, iou_loss = 0.009733, total_loss = 0.009832 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873597), count: 3, class_loss = 0.002177, iou_loss = 0.053139, total_loss = 0.055316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775610), count: 3, class_loss = 0.002942, iou_loss = 0.052997, total_loss = 0.055939 \n"," total_bbox = 28085, rewritten_bbox = 0.000000 % \n","\u001b]2;3707/4000: loss=0.0 hours left=0.1\u0007\n"," 3707: 0.040362, 0.092785 avg loss, 0.000010 rate, 0.308669 seconds, 29656 images, 0.064510 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000809, iou_loss = 0.000000, total_loss = 0.000809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881061), count: 6, class_loss = 0.000556, iou_loss = 0.028438, total_loss = 0.028994 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.820037), count: 2, class_loss = 0.000442, iou_loss = 0.029896, total_loss = 0.030338 \n"," total_bbox = 28093, rewritten_bbox = 0.000000 % \n","\u001b]2;3708/4000: loss=0.0 hours left=0.1\u0007\n"," 3708: 0.020047, 0.085511 avg loss, 0.000010 rate, 0.305075 seconds, 29664 images, 0.064116 hours left\n","Loaded: 0.000234 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837740), count: 6, class_loss = 0.175664, iou_loss = 0.047905, total_loss = 0.223568 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744045), count: 2, class_loss = 0.228705, iou_loss = 0.096269, total_loss = 0.324974 \n"," total_bbox = 28101, rewritten_bbox = 0.000000 % \n","\u001b]2;3709/4000: loss=0.2 hours left=0.1\u0007\n"," 3709: 0.182848, 0.095245 avg loss, 0.000010 rate, 0.301713 seconds, 29672 images, 0.063723 hours left\n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793328), count: 3, class_loss = 0.097848, iou_loss = 0.038684, total_loss = 0.136532 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.763963), count: 5, class_loss = 0.165033, iou_loss = 0.214806, total_loss = 0.379839 \n"," total_bbox = 28109, rewritten_bbox = 0.000000 % \n","\u001b]2;3710/4000: loss=0.2 hours left=0.1\u0007\n"," 3710: 0.172124, 0.102933 avg loss, 0.000010 rate, 0.306769 seconds, 29680 images, 0.063330 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 480 x 480 \n"," try to allocate additional workspace_size = 200.25 MB \n"," CUDA allocate done! \n","Loaded: 0.000048 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799816), count: 1, class_loss = 0.000010, iou_loss = 0.011321, total_loss = 0.011331 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849600), count: 6, class_loss = 0.001743, iou_loss = 0.042141, total_loss = 0.043884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 28116, rewritten_bbox = 0.000000 % \n","\u001b]2;3711/4000: loss=0.0 hours left=0.1\u0007\n"," 3711: 0.018406, 0.094480 avg loss, 0.000010 rate, 0.364383 seconds, 29688 images, 0.062944 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837290), count: 3, class_loss = 0.000542, iou_loss = 0.028382, total_loss = 0.028924 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852420), count: 3, class_loss = 0.092060, iou_loss = 0.021745, total_loss = 0.113805 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.689513), count: 2, class_loss = 0.128753, iou_loss = 0.074302, total_loss = 0.203055 \n"," total_bbox = 28124, rewritten_bbox = 0.000000 % \n","\u001b]2;3712/4000: loss=0.1 hours left=0.1\u0007\n"," 3712: 0.115261, 0.096558 avg loss, 0.000010 rate, 0.602880 seconds, 29696 images, 0.062607 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858509), count: 2, class_loss = 0.000427, iou_loss = 0.011349, total_loss = 0.011776 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785869), count: 5, class_loss = 0.112134, iou_loss = 0.063591, total_loss = 0.175725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008960, iou_loss = 0.000000, total_loss = 0.008960 \n"," total_bbox = 28131, rewritten_bbox = 0.000000 % \n","\u001b]2;3713/4000: loss=0.1 hours left=0.1\u0007\n"," 3713: 0.065487, 0.093451 avg loss, 0.000010 rate, 0.591095 seconds, 29704 images, 0.062463 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920666), count: 3, class_loss = 0.000133, iou_loss = 0.008148, total_loss = 0.008281 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877446), count: 4, class_loss = 0.040199, iou_loss = 0.015680, total_loss = 0.055879 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.059337, iou_loss = 0.000000, total_loss = 0.059337 \n"," total_bbox = 28138, rewritten_bbox = 0.000000 % \n","\u001b]2;3714/4000: loss=0.0 hours left=0.1\u0007\n"," 3714: 0.041166, 0.088222 avg loss, 0.000010 rate, 0.602765 seconds, 29712 images, 0.062310 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861583), count: 2, class_loss = 0.003349, iou_loss = 0.008787, total_loss = 0.012136 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857754), count: 5, class_loss = 0.154288, iou_loss = 0.045811, total_loss = 0.200099 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.731549), count: 1, class_loss = 0.002564, iou_loss = 0.025648, total_loss = 0.028212 \n"," total_bbox = 28146, rewritten_bbox = 0.000000 % \n","\u001b]2;3715/4000: loss=0.1 hours left=0.1\u0007\n"," 3715: 0.080149, 0.087415 avg loss, 0.000010 rate, 0.589406 seconds, 29720 images, 0.062165 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757868), count: 2, class_loss = 0.082252, iou_loss = 0.053741, total_loss = 0.135993 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878057), count: 6, class_loss = 0.126034, iou_loss = 0.027532, total_loss = 0.153565 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002597, iou_loss = 0.000000, total_loss = 0.002597 \n"," total_bbox = 28154, rewritten_bbox = 0.000000 % \n","\u001b]2;3716/4000: loss=0.1 hours left=0.1\u0007\n"," 3716: 0.097385, 0.088412 avg loss, 0.000010 rate, 0.602372 seconds, 29728 images, 0.062011 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887621), count: 3, class_loss = 0.011060, iou_loss = 0.014563, total_loss = 0.025622 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852144), count: 3, class_loss = 0.033151, iou_loss = 0.026536, total_loss = 0.059687 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828690), count: 1, class_loss = 0.124474, iou_loss = 0.028137, total_loss = 0.152611 \n"," total_bbox = 28161, rewritten_bbox = 0.000000 % \n","\u001b]2;3717/4000: loss=0.1 hours left=0.1\u0007\n"," 3717: 0.079307, 0.087502 avg loss, 0.000010 rate, 0.596064 seconds, 29736 images, 0.061866 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.967693), count: 1, class_loss = 0.000023, iou_loss = 0.000472, total_loss = 0.000495 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.891215), count: 3, class_loss = 0.001974, iou_loss = 0.011867, total_loss = 0.013841 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.818263), count: 3, class_loss = 0.032252, iou_loss = 0.047571, total_loss = 0.079822 \n"," total_bbox = 28168, rewritten_bbox = 0.000000 % \n","\u001b]2;3718/4000: loss=0.0 hours left=0.1\u0007\n"," 3718: 0.031386, 0.081890 avg loss, 0.000010 rate, 0.601901 seconds, 29744 images, 0.061716 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832334), count: 3, class_loss = 0.118403, iou_loss = 0.026387, total_loss = 0.144790 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860218), count: 4, class_loss = 0.002204, iou_loss = 0.024902, total_loss = 0.027106 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.380077), count: 1, class_loss = 0.196551, iou_loss = 0.233832, total_loss = 0.430383 \n"," total_bbox = 28176, rewritten_bbox = 0.000000 % \n","\u001b]2;3719/4000: loss=0.2 hours left=0.1\u0007\n"," 3719: 0.200760, 0.093777 avg loss, 0.000010 rate, 0.602084 seconds, 29752 images, 0.061570 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001034, iou_loss = 0.000000, total_loss = 0.001034 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835680), count: 5, class_loss = 0.072985, iou_loss = 0.074150, total_loss = 0.147136 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.788142), count: 2, class_loss = 0.117035, iou_loss = 0.047619, total_loss = 0.164654 \n"," total_bbox = 28183, rewritten_bbox = 0.000000 % \n","\u001b]2;3720/4000: loss=0.1 hours left=0.1\u0007\n"," 3720: 0.104274, 0.094827 avg loss, 0.000010 rate, 0.607245 seconds, 29760 images, 0.061424 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 320 x 320 \n"," try to allocate additional workspace_size = 177.24 MB \n"," CUDA allocate done! \n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817222), count: 1, class_loss = 0.006866, iou_loss = 0.009103, total_loss = 0.015969 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.893997), count: 2, class_loss = 0.000124, iou_loss = 0.013547, total_loss = 0.013671 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.849601), count: 4, class_loss = 0.002042, iou_loss = 0.035976, total_loss = 0.038018 \n"," total_bbox = 28190, rewritten_bbox = 0.000000 % \n","\u001b]2;3721/4000: loss=0.0 hours left=0.1\u0007\n"," 3721: 0.022552, 0.087599 avg loss, 0.000010 rate, 0.183470 seconds, 29768 images, 0.061283 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857282), count: 2, class_loss = 0.001854, iou_loss = 0.011046, total_loss = 0.012900 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846633), count: 3, class_loss = 0.009155, iou_loss = 0.017373, total_loss = 0.026528 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.790770), count: 3, class_loss = 0.123965, iou_loss = 0.146160, total_loss = 0.270125 \n"," total_bbox = 28198, rewritten_bbox = 0.000000 % \n","\u001b]2;3722/4000: loss=0.1 hours left=0.1\u0007\n"," 3722: 0.103184, 0.089158 avg loss, 0.000010 rate, 0.300731 seconds, 29776 images, 0.060812 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867034), count: 1, class_loss = 0.002128, iou_loss = 0.007839, total_loss = 0.009967 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789268), count: 6, class_loss = 0.057809, iou_loss = 0.113643, total_loss = 0.171453 \n"," total_bbox = 28205, rewritten_bbox = 0.000000 % \n","\u001b]2;3723/4000: loss=0.1 hours left=0.1\u0007\n"," 3723: 0.060474, 0.086289 avg loss, 0.000010 rate, 0.303108 seconds, 29784 images, 0.060436 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001901, iou_loss = 0.000000, total_loss = 0.001901 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859330), count: 5, class_loss = 0.000231, iou_loss = 0.038907, total_loss = 0.039137 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.845989), count: 2, class_loss = 0.005563, iou_loss = 0.010309, total_loss = 0.015872 \n"," total_bbox = 28212, rewritten_bbox = 0.000000 % \n","\u001b]2;3724/4000: loss=0.0 hours left=0.1\u0007\n"," 3724: 0.018970, 0.079557 avg loss, 0.000010 rate, 0.319734 seconds, 29792 images, 0.060065 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802536), count: 4, class_loss = 0.141342, iou_loss = 0.055779, total_loss = 0.197121 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670346), count: 3, class_loss = 0.284659, iou_loss = 0.129215, total_loss = 0.413874 \n"," total_bbox = 28219, rewritten_bbox = 0.000000 % \n","\u001b]2;3725/4000: loss=0.2 hours left=0.1\u0007\n"," 3725: 0.203665, 0.091968 avg loss, 0.000010 rate, 0.301512 seconds, 29800 images, 0.059710 hours left\n","Loaded: 0.000090 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000425, iou_loss = 0.000000, total_loss = 0.000425 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.897556), count: 3, class_loss = 0.000871, iou_loss = 0.016493, total_loss = 0.017363 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796815), count: 4, class_loss = 0.090938, iou_loss = 0.096952, total_loss = 0.187891 \n"," total_bbox = 28226, rewritten_bbox = 0.000000 % \n","\u001b]2;3726/4000: loss=0.1 hours left=0.1\u0007\n"," 3726: 0.068560, 0.089627 avg loss, 0.000010 rate, 0.301827 seconds, 29808 images, 0.059343 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873314), count: 2, class_loss = 0.000047, iou_loss = 0.009366, total_loss = 0.009413 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828565), count: 4, class_loss = 0.043664, iou_loss = 0.035393, total_loss = 0.079057 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000201, iou_loss = 0.000000, total_loss = 0.000201 \n"," total_bbox = 28232, rewritten_bbox = 0.000000 % \n","\u001b]2;3727/4000: loss=0.0 hours left=0.1\u0007\n"," 3727: 0.029557, 0.083620 avg loss, 0.000010 rate, 0.311576 seconds, 29816 images, 0.058979 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862551), count: 2, class_loss = 0.000139, iou_loss = 0.011307, total_loss = 0.011445 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879318), count: 3, class_loss = 0.029613, iou_loss = 0.018109, total_loss = 0.047722 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.749388), count: 2, class_loss = 0.000075, iou_loss = 0.044419, total_loss = 0.044494 \n"," total_bbox = 28239, rewritten_bbox = 0.000000 % \n","\u001b]2;3728/4000: loss=0.0 hours left=0.1\u0007\n"," 3728: 0.034554, 0.078714 avg loss, 0.000010 rate, 0.302983 seconds, 29824 images, 0.058626 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835273), count: 4, class_loss = 0.084772, iou_loss = 0.041198, total_loss = 0.125969 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736684), count: 3, class_loss = 0.125226, iou_loss = 0.098408, total_loss = 0.223634 \n"," total_bbox = 28246, rewritten_bbox = 0.000000 % \n","\u001b]2;3729/4000: loss=0.1 hours left=0.1\u0007\n"," 3729: 0.116534, 0.082496 avg loss, 0.000010 rate, 0.301740 seconds, 29832 images, 0.058269 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740815), count: 7, class_loss = 0.323679, iou_loss = 0.201849, total_loss = 0.525528 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.795599), count: 1, class_loss = 0.005119, iou_loss = 0.017943, total_loss = 0.023062 \n"," total_bbox = 28254, rewritten_bbox = 0.000000 % \n","\u001b]2;3730/4000: loss=0.2 hours left=0.1\u0007\n"," 3730: 0.182870, 0.092533 avg loss, 0.000010 rate, 0.305192 seconds, 29840 images, 0.057913 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.903327), count: 4, class_loss = 0.007145, iou_loss = 0.021435, total_loss = 0.028580 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792241), count: 3, class_loss = 0.070300, iou_loss = 0.065888, total_loss = 0.136188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000057, iou_loss = 0.000000, total_loss = 0.000057 \n"," total_bbox = 28261, rewritten_bbox = 0.000000 % \n","\u001b]2;3731/4000: loss=0.1 hours left=0.1\u0007\n"," 3731: 0.054942, 0.088774 avg loss, 0.000010 rate, 0.610836 seconds, 29848 images, 0.057563 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768168), count: 4, class_loss = 0.081052, iou_loss = 0.105197, total_loss = 0.186249 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843146), count: 4, class_loss = 0.327959, iou_loss = 0.047068, total_loss = 0.375027 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000789, iou_loss = 0.000000, total_loss = 0.000789 \n"," total_bbox = 28269, rewritten_bbox = 0.000000 % \n","\u001b]2;3732/4000: loss=0.2 hours left=0.1\u0007\n"," 3732: 0.187355, 0.098632 avg loss, 0.000010 rate, 1.001697 seconds, 29856 images, 0.057444 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806598), count: 6, class_loss = 0.191802, iou_loss = 0.141637, total_loss = 0.333439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809414), count: 2, class_loss = 0.004840, iou_loss = 0.018015, total_loss = 0.022855 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000315, iou_loss = 0.000000, total_loss = 0.000315 \n"," total_bbox = 28277, rewritten_bbox = 0.000000 % \n","\u001b]2;3733/4000: loss=0.1 hours left=0.1\u0007\n"," 3733: 0.118869, 0.100656 avg loss, 0.000010 rate, 1.004622 seconds, 29864 images, 0.057615 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763572), count: 3, class_loss = 0.089704, iou_loss = 0.062441, total_loss = 0.152145 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823529), count: 5, class_loss = 0.183895, iou_loss = 0.127103, total_loss = 0.310998 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 28285, rewritten_bbox = 0.000000 % \n","\u001b]2;3734/4000: loss=0.2 hours left=0.1\u0007\n"," 3734: 0.154383, 0.106029 avg loss, 0.000010 rate, 1.002012 seconds, 29872 images, 0.057784 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823575), count: 4, class_loss = 0.030439, iou_loss = 0.043116, total_loss = 0.073556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874169), count: 4, class_loss = 0.000846, iou_loss = 0.028450, total_loss = 0.029296 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000368, iou_loss = 0.000000, total_loss = 0.000368 \n"," total_bbox = 28293, rewritten_bbox = 0.000000 % \n","\u001b]2;3735/4000: loss=0.0 hours left=0.1\u0007\n"," 3735: 0.034406, 0.098866 avg loss, 0.000010 rate, 1.002289 seconds, 29880 images, 0.057947 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805795), count: 5, class_loss = 0.134819, iou_loss = 0.089354, total_loss = 0.224174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852970), count: 2, class_loss = 0.145767, iou_loss = 0.014417, total_loss = 0.160183 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 28300, rewritten_bbox = 0.000000 % \n","\u001b]2;3736/4000: loss=0.1 hours left=0.1\u0007\n"," 3736: 0.128120, 0.101792 avg loss, 0.000010 rate, 1.005540 seconds, 29888 images, 0.058105 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878109), count: 3, class_loss = 0.031272, iou_loss = 0.018180, total_loss = 0.049452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745002), count: 5, class_loss = 0.290721, iou_loss = 0.159188, total_loss = 0.449909 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 28308, rewritten_bbox = 0.000000 % \n","\u001b]2;3737/4000: loss=0.2 hours left=0.1\u0007\n"," 3737: 0.166457, 0.108258 avg loss, 0.000010 rate, 1.005779 seconds, 29896 images, 0.058262 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787268), count: 3, class_loss = 0.022942, iou_loss = 0.044358, total_loss = 0.067300 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872338), count: 5, class_loss = 0.165235, iou_loss = 0.035961, total_loss = 0.201195 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000268, iou_loss = 0.000000, total_loss = 0.000268 \n"," total_bbox = 28316, rewritten_bbox = 0.000000 % \n","\u001b]2;3738/4000: loss=0.1 hours left=0.1\u0007\n"," 3738: 0.089588, 0.106391 avg loss, 0.000010 rate, 1.000368 seconds, 29904 images, 0.058414 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829837), count: 5, class_loss = 0.000430, iou_loss = 0.056193, total_loss = 0.056623 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.902058), count: 3, class_loss = 0.001558, iou_loss = 0.019079, total_loss = 0.020637 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 28324, rewritten_bbox = 0.000000 % \n","\u001b]2;3739/4000: loss=0.0 hours left=0.1\u0007\n"," 3739: 0.025754, 0.098327 avg loss, 0.000010 rate, 1.007168 seconds, 29912 images, 0.058558 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867209), count: 3, class_loss = 0.004335, iou_loss = 0.019723, total_loss = 0.024058 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803633), count: 5, class_loss = 0.108949, iou_loss = 0.204829, total_loss = 0.313778 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n"," total_bbox = 28332, rewritten_bbox = 0.000000 % \n","\u001b]2;3740/4000: loss=0.1 hours left=0.1\u0007\n"," 3740: 0.112633, 0.099758 avg loss, 0.000010 rate, 1.008988 seconds, 29920 images, 0.058703 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872632), count: 2, class_loss = 0.001079, iou_loss = 0.012989, total_loss = 0.014069 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823516), count: 5, class_loss = 0.026286, iou_loss = 0.054688, total_loss = 0.080974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.918871), count: 1, class_loss = 0.005555, iou_loss = 0.009668, total_loss = 0.015223 \n"," total_bbox = 28340, rewritten_bbox = 0.000000 % \n","\u001b]2;3741/4000: loss=0.0 hours left=0.1\u0007\n"," 3741: 0.036755, 0.093458 avg loss, 0.000010 rate, 0.223903 seconds, 29928 images, 0.058844 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000103, iou_loss = 0.000000, total_loss = 0.000103 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854313), count: 8, class_loss = 0.004661, iou_loss = 0.083932, total_loss = 0.088592 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000204, iou_loss = 0.000000, total_loss = 0.000204 \n"," total_bbox = 28348, rewritten_bbox = 0.000000 % \n","\u001b]2;3742/4000: loss=0.0 hours left=0.1\u0007\n"," 3742: 0.029633, 0.087075 avg loss, 0.000010 rate, 0.396757 seconds, 29936 images, 0.058417 hours left\n","Loaded: 0.000109 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876696), count: 1, class_loss = 0.000016, iou_loss = 0.002799, total_loss = 0.002815 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810159), count: 6, class_loss = 0.040484, iou_loss = 0.078062, total_loss = 0.118546 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.851586), count: 1, class_loss = 0.119541, iou_loss = 0.007260, total_loss = 0.126801 \n"," total_bbox = 28356, rewritten_bbox = 0.000000 % \n","\u001b]2;3743/4000: loss=0.1 hours left=0.1\u0007\n"," 3743: 0.082721, 0.086640 avg loss, 0.000010 rate, 0.416353 seconds, 29944 images, 0.058117 hours left\n","Loaded: 0.000114 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734933), count: 1, class_loss = 0.000430, iou_loss = 0.018355, total_loss = 0.018785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811526), count: 3, class_loss = 0.092579, iou_loss = 0.054240, total_loss = 0.146820 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789568), count: 4, class_loss = 0.164166, iou_loss = 0.151395, total_loss = 0.315561 \n"," total_bbox = 28364, rewritten_bbox = 0.000000 % \n","\u001b]2;3744/4000: loss=0.2 hours left=0.1\u0007\n"," 3744: 0.160389, 0.094015 avg loss, 0.000010 rate, 0.396969 seconds, 29952 images, 0.057833 hours left\n","Loaded: 0.000105 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872712), count: 2, class_loss = 0.017306, iou_loss = 0.010157, total_loss = 0.027463 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847043), count: 5, class_loss = 0.129536, iou_loss = 0.086813, total_loss = 0.216349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.885740), count: 1, class_loss = 0.000100, iou_loss = 0.005049, total_loss = 0.005149 \n"," total_bbox = 28372, rewritten_bbox = 0.000000 % \n","\u001b]2;3745/4000: loss=0.1 hours left=0.1\u0007\n"," 3745: 0.082987, 0.092912 avg loss, 0.000010 rate, 0.398699 seconds, 29960 images, 0.057537 hours left\n","Loaded: 0.000101 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.943739), count: 2, class_loss = 0.004971, iou_loss = 0.001203, total_loss = 0.006174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876735), count: 5, class_loss = 0.008253, iou_loss = 0.021901, total_loss = 0.030154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.774293), count: 1, class_loss = 0.000489, iou_loss = 0.018712, total_loss = 0.019201 \n"," total_bbox = 28380, rewritten_bbox = 0.000000 % \n","\u001b]2;3746/4000: loss=0.0 hours left=0.1\u0007\n"," 3746: 0.018510, 0.085472 avg loss, 0.000010 rate, 0.407629 seconds, 29968 images, 0.057245 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.891317), count: 5, class_loss = 0.012563, iou_loss = 0.020710, total_loss = 0.033273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.682332), count: 2, class_loss = 0.111388, iou_loss = 0.140413, total_loss = 0.251802 \n"," total_bbox = 28387, rewritten_bbox = 0.000000 % \n","\u001b]2;3747/4000: loss=0.1 hours left=0.1\u0007\n"," 3747: 0.095039, 0.086428 avg loss, 0.000010 rate, 0.394962 seconds, 29976 images, 0.056960 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860075), count: 7, class_loss = 0.152600, iou_loss = 0.065669, total_loss = 0.218269 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.484671), count: 1, class_loss = 0.099053, iou_loss = 0.138161, total_loss = 0.237214 \n"," total_bbox = 28395, rewritten_bbox = 0.000000 % \n","\u001b]2;3748/4000: loss=0.2 hours left=0.1\u0007\n"," 3748: 0.151833, 0.092969 avg loss, 0.000010 rate, 0.403028 seconds, 29984 images, 0.056668 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822104), count: 5, class_loss = 0.285064, iou_loss = 0.067035, total_loss = 0.352099 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.753230), count: 2, class_loss = 0.099660, iou_loss = 0.042810, total_loss = 0.142470 \n"," total_bbox = 28402, rewritten_bbox = 0.000000 % \n","\u001b]2;3749/4000: loss=0.2 hours left=0.1\u0007\n"," 3749: 0.164865, 0.100158 avg loss, 0.000010 rate, 0.397599 seconds, 29992 images, 0.056383 hours left\n","Loaded: 0.000094 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853252), count: 1, class_loss = 0.000490, iou_loss = 0.003951, total_loss = 0.004441 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869908), count: 4, class_loss = 0.016589, iou_loss = 0.022203, total_loss = 0.038792 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.849004), count: 3, class_loss = 0.094043, iou_loss = 0.027040, total_loss = 0.121083 \n"," total_bbox = 28410, rewritten_bbox = 0.000000 % \n","\u001b]2;3750/4000: loss=0.1 hours left=0.1\u0007\n"," 3750: 0.054772, 0.095620 avg loss, 0.000010 rate, 0.396404 seconds, 30000 images, 0.056097 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759437), count: 4, class_loss = 0.148830, iou_loss = 0.112023, total_loss = 0.260853 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847353), count: 4, class_loss = 0.010192, iou_loss = 0.034123, total_loss = 0.044316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n"," total_bbox = 28418, rewritten_bbox = 0.000000 % \n","\u001b]2;3751/4000: loss=0.1 hours left=0.1\u0007\n"," 3751: 0.101736, 0.096231 avg loss, 0.000010 rate, 0.583703 seconds, 30008 images, 0.055811 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831235), count: 3, class_loss = 0.001530, iou_loss = 0.028060, total_loss = 0.029590 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880551), count: 5, class_loss = 0.004233, iou_loss = 0.029211, total_loss = 0.033444 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 28426, rewritten_bbox = 0.000000 % \n","\u001b]2;3752/4000: loss=0.0 hours left=0.1\u0007\n"," 3752: 0.021012, 0.088709 avg loss, 0.000010 rate, 1.007682 seconds, 30016 images, 0.055657 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733308), count: 6, class_loss = 0.323604, iou_loss = 0.206006, total_loss = 0.529610 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002110, iou_loss = 0.000000, total_loss = 0.002110 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 28432, rewritten_bbox = 0.000000 % \n","\u001b]2;3753/4000: loss=0.2 hours left=0.1\u0007\n"," 3753: 0.177240, 0.097563 avg loss, 0.000010 rate, 0.999701 seconds, 30024 images, 0.055795 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839175), count: 4, class_loss = 0.133104, iou_loss = 0.041872, total_loss = 0.174976 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792805), count: 4, class_loss = 0.570682, iou_loss = 0.072322, total_loss = 0.643004 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002352, iou_loss = 0.000000, total_loss = 0.002352 \n"," total_bbox = 28440, rewritten_bbox = 0.000000 % \n","\u001b]2;3754/4000: loss=0.3 hours left=0.1\u0007\n"," 3754: 0.273444, 0.115151 avg loss, 0.000010 rate, 1.006983 seconds, 30032 images, 0.055923 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834474), count: 5, class_loss = 0.007704, iou_loss = 0.052896, total_loss = 0.060600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706383), count: 2, class_loss = 0.065147, iou_loss = 0.049123, total_loss = 0.114270 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007692, iou_loss = 0.000000, total_loss = 0.007692 \n"," total_bbox = 28447, rewritten_bbox = 0.000000 % \n","\u001b]2;3755/4000: loss=0.1 hours left=0.1\u0007\n"," 3755: 0.060854, 0.109721 avg loss, 0.000010 rate, 1.006268 seconds, 30040 images, 0.056052 hours left\n","Loaded: 0.000117 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755585), count: 4, class_loss = 0.068030, iou_loss = 0.079410, total_loss = 0.147441 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820906), count: 3, class_loss = 0.075303, iou_loss = 0.052364, total_loss = 0.127667 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.125180, iou_loss = 0.172071, total_loss = 0.297251 \n"," total_bbox = 28455, rewritten_bbox = 0.000000 % \n","\u001b]2;3756/4000: loss=0.2 hours left=0.1\u0007\n"," 3756: 0.190786, 0.117828 avg loss, 0.000010 rate, 1.005933 seconds, 30048 images, 0.056176 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834531), count: 4, class_loss = 0.135532, iou_loss = 0.041781, total_loss = 0.177314 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841734), count: 4, class_loss = 0.003052, iou_loss = 0.055966, total_loss = 0.059018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000047, iou_loss = 0.000000, total_loss = 0.000047 \n"," total_bbox = 28463, rewritten_bbox = 0.000000 % \n","\u001b]2;3757/4000: loss=0.1 hours left=0.1\u0007\n"," 3757: 0.078793, 0.113924 avg loss, 0.000010 rate, 1.018977 seconds, 30056 images, 0.056296 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834430), count: 4, class_loss = 0.022081, iou_loss = 0.039323, total_loss = 0.061405 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810057), count: 3, class_loss = 0.097252, iou_loss = 0.119919, total_loss = 0.217171 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 28470, rewritten_bbox = 0.000000 % \n","\u001b]2;3758/4000: loss=0.1 hours left=0.1\u0007\n"," 3758: 0.092861, 0.111818 avg loss, 0.000010 rate, 1.011244 seconds, 30064 images, 0.056421 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875610), count: 3, class_loss = 0.080101, iou_loss = 0.012395, total_loss = 0.092496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.896120), count: 4, class_loss = 0.058062, iou_loss = 0.035524, total_loss = 0.093585 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.286964), count: 1, class_loss = 0.125080, iou_loss = 0.379437, total_loss = 0.504517 \n"," total_bbox = 28478, rewritten_bbox = 0.000000 % \n","\u001b]2;3759/4000: loss=0.2 hours left=0.1\u0007\n"," 3759: 0.230200, 0.123656 avg loss, 0.000010 rate, 1.011083 seconds, 30072 images, 0.056537 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864342), count: 4, class_loss = 0.092919, iou_loss = 0.037813, total_loss = 0.130732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869038), count: 4, class_loss = 0.001351, iou_loss = 0.032138, total_loss = 0.033488 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000055, iou_loss = 0.000000, total_loss = 0.000055 \n"," total_bbox = 28486, rewritten_bbox = 0.000000 % \n","\u001b]2;3760/4000: loss=0.1 hours left=0.1\u0007\n"," 3760: 0.054758, 0.116766 avg loss, 0.000010 rate, 1.011827 seconds, 30080 images, 0.056648 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782554), count: 2, class_loss = 0.004087, iou_loss = 0.048901, total_loss = 0.052989 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882926), count: 3, class_loss = 0.001935, iou_loss = 0.019184, total_loss = 0.021119 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.656687), count: 2, class_loss = 0.118151, iou_loss = 0.118116, total_loss = 0.236267 \n"," total_bbox = 28493, rewritten_bbox = 0.000000 % \n","\u001b]2;3761/4000: loss=0.1 hours left=0.1\u0007\n"," 3761: 0.103458, 0.115435 avg loss, 0.000010 rate, 0.277401 seconds, 30088 images, 0.056756 hours left\n","Loaded: 0.000097 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.895691), count: 4, class_loss = 0.001284, iou_loss = 0.017772, total_loss = 0.019057 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838345), count: 2, class_loss = 0.047324, iou_loss = 0.011565, total_loss = 0.058890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n"," total_bbox = 28499, rewritten_bbox = 0.000000 % \n","\u001b]2;3762/4000: loss=0.0 hours left=0.1\u0007\n"," 3762: 0.025992, 0.106491 avg loss, 0.000010 rate, 0.482079 seconds, 30096 images, 0.056373 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875565), count: 1, class_loss = 0.034456, iou_loss = 0.003084, total_loss = 0.037539 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875254), count: 6, class_loss = 0.167578, iou_loss = 0.039598, total_loss = 0.207175 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 28506, rewritten_bbox = 0.000000 % \n","\u001b]2;3763/4000: loss=0.1 hours left=0.1\u0007\n"," 3763: 0.081573, 0.103999 avg loss, 0.000010 rate, 0.508323 seconds, 30104 images, 0.056128 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842056), count: 1, class_loss = 0.000005, iou_loss = 0.008895, total_loss = 0.008900 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857096), count: 6, class_loss = 0.103126, iou_loss = 0.075607, total_loss = 0.178733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854682), count: 1, class_loss = 0.000485, iou_loss = 0.006726, total_loss = 0.007210 \n"," total_bbox = 28514, rewritten_bbox = 0.000000 % \n","\u001b]2;3764/4000: loss=0.1 hours left=0.1\u0007\n"," 3764: 0.064948, 0.100094 avg loss, 0.000010 rate, 0.483496 seconds, 30112 images, 0.055901 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761377), count: 2, class_loss = 0.010908, iou_loss = 0.034887, total_loss = 0.045795 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782055), count: 4, class_loss = 0.209760, iou_loss = 0.188785, total_loss = 0.398545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.807465), count: 2, class_loss = 0.106525, iou_loss = 0.020844, total_loss = 0.127369 \n"," total_bbox = 28522, rewritten_bbox = 0.000000 % \n","\u001b]2;3765/4000: loss=0.2 hours left=0.1\u0007\n"," 3765: 0.190570, 0.109142 avg loss, 0.000010 rate, 0.500366 seconds, 30120 images, 0.055659 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841659), count: 1, class_loss = 0.013084, iou_loss = 0.007191, total_loss = 0.020275 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878244), count: 4, class_loss = 0.003107, iou_loss = 0.018909, total_loss = 0.022016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.694672), count: 3, class_loss = 0.120637, iou_loss = 0.130749, total_loss = 0.251386 \n"," total_bbox = 28530, rewritten_bbox = 0.000000 % \n","\u001b]2;3766/4000: loss=0.1 hours left=0.1\u0007\n"," 3766: 0.097892, 0.108017 avg loss, 0.000010 rate, 0.487039 seconds, 30128 images, 0.055430 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.958776), count: 1, class_loss = 0.000044, iou_loss = 0.000833, total_loss = 0.000877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853787), count: 6, class_loss = 0.043935, iou_loss = 0.038817, total_loss = 0.082751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000686, iou_loss = 0.000000, total_loss = 0.000686 \n"," total_bbox = 28537, rewritten_bbox = 0.000000 % \n","\u001b]2;3767/4000: loss=0.0 hours left=0.1\u0007\n"," 3767: 0.028105, 0.100026 avg loss, 0.000010 rate, 0.495952 seconds, 30136 images, 0.055192 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867875), count: 1, class_loss = 0.003569, iou_loss = 0.009763, total_loss = 0.013332 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.894846), count: 7, class_loss = 0.008416, iou_loss = 0.032570, total_loss = 0.040986 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000067, iou_loss = 0.000000, total_loss = 0.000067 \n"," total_bbox = 28545, rewritten_bbox = 0.000000 % \n","\u001b]2;3768/4000: loss=0.0 hours left=0.1\u0007\n"," 3768: 0.018128, 0.091836 avg loss, 0.000010 rate, 0.487664 seconds, 30144 images, 0.054961 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842401), count: 2, class_loss = 0.000105, iou_loss = 0.013208, total_loss = 0.013313 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878925), count: 4, class_loss = 0.012185, iou_loss = 0.036317, total_loss = 0.048502 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504803), count: 2, class_loss = 0.216394, iou_loss = 0.370561, total_loss = 0.586955 \n"," total_bbox = 28553, rewritten_bbox = 0.000000 % \n","\u001b]2;3769/4000: loss=0.2 hours left=0.1\u0007\n"," 3769: 0.216257, 0.104278 avg loss, 0.000010 rate, 0.495287 seconds, 30152 images, 0.054726 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849536), count: 2, class_loss = 0.019924, iou_loss = 0.011905, total_loss = 0.031828 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841486), count: 3, class_loss = 0.035193, iou_loss = 0.047341, total_loss = 0.082534 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776157), count: 2, class_loss = 0.000660, iou_loss = 0.029277, total_loss = 0.029937 \n"," total_bbox = 28560, rewritten_bbox = 0.000000 % \n","\u001b]2;3770/4000: loss=0.0 hours left=0.1\u0007\n"," 3770: 0.048100, 0.098660 avg loss, 0.000010 rate, 0.489486 seconds, 30160 images, 0.054496 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 576 x 576 \n"," try to allocate additional workspace_size = 287.83 MB \n"," CUDA allocate done! \n","Loaded: 0.000105 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.917288), count: 1, class_loss = 0.000292, iou_loss = 0.001569, total_loss = 0.001861 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865890), count: 6, class_loss = 0.021019, iou_loss = 0.077907, total_loss = 0.098926 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000493, iou_loss = 0.000000, total_loss = 0.000493 \n"," total_bbox = 28567, rewritten_bbox = 0.000000 % \n","\u001b]2;3771/4000: loss=0.0 hours left=0.1\u0007\n"," 3771: 0.033760, 0.092170 avg loss, 0.000010 rate, 0.517088 seconds, 30168 images, 0.054264 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829982), count: 3, class_loss = 0.082163, iou_loss = 0.041241, total_loss = 0.123404 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857396), count: 5, class_loss = 0.108364, iou_loss = 0.076369, total_loss = 0.184733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n"," total_bbox = 28575, rewritten_bbox = 0.000000 % \n","\u001b]2;3772/4000: loss=0.1 hours left=0.1\u0007\n"," 3772: 0.102714, 0.093224 avg loss, 0.000010 rate, 0.899298 seconds, 30176 images, 0.054051 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837204), count: 4, class_loss = 0.021800, iou_loss = 0.066338, total_loss = 0.088138 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.898100), count: 3, class_loss = 0.000029, iou_loss = 0.026560, total_loss = 0.026588 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 28582, rewritten_bbox = 0.000000 % \n","\u001b]2;3773/4000: loss=0.0 hours left=0.1\u0007\n"," 3773: 0.038243, 0.087726 avg loss, 0.000010 rate, 0.898513 seconds, 30184 images, 0.054080 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862886), count: 6, class_loss = 0.004627, iou_loss = 0.036263, total_loss = 0.040889 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723030), count: 2, class_loss = 0.239429, iou_loss = 0.072387, total_loss = 0.311815 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002724, iou_loss = 0.000000, total_loss = 0.002724 \n"," total_bbox = 28590, rewritten_bbox = 0.000000 % \n","\u001b]2;3774/4000: loss=0.1 hours left=0.1\u0007\n"," 3774: 0.118476, 0.090801 avg loss, 0.000010 rate, 0.894845 seconds, 30192 images, 0.054106 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860391), count: 5, class_loss = 0.167110, iou_loss = 0.046476, total_loss = 0.213586 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826146), count: 3, class_loss = 0.000264, iou_loss = 0.035588, total_loss = 0.035851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n"," total_bbox = 28598, rewritten_bbox = 0.000000 % \n","\u001b]2;3775/4000: loss=0.1 hours left=0.1\u0007\n"," 3775: 0.083151, 0.090036 avg loss, 0.000010 rate, 0.900222 seconds, 30200 images, 0.054126 hours left\n","Loaded: 0.000098 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830586), count: 2, class_loss = 0.002952, iou_loss = 0.015049, total_loss = 0.018001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847085), count: 6, class_loss = 0.021105, iou_loss = 0.092682, total_loss = 0.113787 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n"," total_bbox = 28606, rewritten_bbox = 0.000000 % \n","\u001b]2;3776/4000: loss=0.0 hours left=0.1\u0007\n"," 3776: 0.043936, 0.085426 avg loss, 0.000010 rate, 0.897243 seconds, 30208 images, 0.054148 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751462), count: 4, class_loss = 0.176023, iou_loss = 0.113531, total_loss = 0.289554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878821), count: 3, class_loss = 0.009601, iou_loss = 0.014780, total_loss = 0.024381 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000193, iou_loss = 0.000000, total_loss = 0.000193 \n"," total_bbox = 28613, rewritten_bbox = 0.000000 % \n","\u001b]2;3777/4000: loss=0.1 hours left=0.1\u0007\n"," 3777: 0.104709, 0.087355 avg loss, 0.000010 rate, 0.898702 seconds, 30216 images, 0.054165 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.891305), count: 3, class_loss = 0.071219, iou_loss = 0.013745, total_loss = 0.084965 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863563), count: 3, class_loss = 0.001871, iou_loss = 0.037359, total_loss = 0.039230 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.326434), count: 1, class_loss = 0.111314, iou_loss = 0.349905, total_loss = 0.461219 \n"," total_bbox = 28620, rewritten_bbox = 0.000000 % \n","\u001b]2;3778/4000: loss=0.2 hours left=0.1\u0007\n"," 3778: 0.195138, 0.098133 avg loss, 0.000010 rate, 0.894546 seconds, 30224 images, 0.054180 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869667), count: 2, class_loss = 0.050757, iou_loss = 0.010264, total_loss = 0.061021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776645), count: 6, class_loss = 0.127695, iou_loss = 0.105890, total_loss = 0.233585 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001993, iou_loss = 0.000000, total_loss = 0.001993 \n"," total_bbox = 28628, rewritten_bbox = 0.000000 % \n","\u001b]2;3779/4000: loss=0.1 hours left=0.1\u0007\n"," 3779: 0.098866, 0.098206 avg loss, 0.000010 rate, 0.895067 seconds, 30232 images, 0.054190 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853709), count: 4, class_loss = 0.029452, iou_loss = 0.046395, total_loss = 0.075847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895239), count: 3, class_loss = 0.000992, iou_loss = 0.009379, total_loss = 0.010371 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000991, iou_loss = 0.000000, total_loss = 0.000991 \n"," total_bbox = 28635, rewritten_bbox = 0.000000 % \n","\u001b]2;3780/4000: loss=0.0 hours left=0.1\u0007\n"," 3780: 0.029070, 0.091293 avg loss, 0.000010 rate, 0.901584 seconds, 30240 images, 0.054197 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800775), count: 3, class_loss = 0.235996, iou_loss = 0.045548, total_loss = 0.281544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.891202), count: 5, class_loss = 0.095383, iou_loss = 0.033701, total_loss = 0.129084 \n"," total_bbox = 28643, rewritten_bbox = 0.000000 % \n","\u001b]2;3781/4000: loss=0.1 hours left=0.1\u0007\n"," 3781: 0.136889, 0.095852 avg loss, 0.000010 rate, 0.274398 seconds, 30248 images, 0.054206 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787593), count: 2, class_loss = 0.012699, iou_loss = 0.026770, total_loss = 0.039468 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881956), count: 6, class_loss = 0.010404, iou_loss = 0.027793, total_loss = 0.038198 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009295, iou_loss = 0.000000, total_loss = 0.009295 \n"," total_bbox = 28651, rewritten_bbox = 0.000000 % \n","\u001b]2;3782/4000: loss=0.0 hours left=0.1\u0007\n"," 3782: 0.028987, 0.089166 avg loss, 0.000010 rate, 0.478888 seconds, 30256 images, 0.053831 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843031), count: 6, class_loss = 0.099727, iou_loss = 0.060765, total_loss = 0.160493 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.852966), count: 1, class_loss = 0.010208, iou_loss = 0.006734, total_loss = 0.016942 \n"," total_bbox = 28658, rewritten_bbox = 0.000000 % \n","\u001b]2;3783/4000: loss=0.1 hours left=0.1\u0007\n"," 3783: 0.059145, 0.086164 avg loss, 0.000010 rate, 0.511561 seconds, 30264 images, 0.053583 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886240), count: 3, class_loss = 0.104800, iou_loss = 0.012244, total_loss = 0.117044 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900211), count: 4, class_loss = 0.019183, iou_loss = 0.016880, total_loss = 0.036063 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n"," total_bbox = 28665, rewritten_bbox = 0.000000 % \n","\u001b]2;3784/4000: loss=0.1 hours left=0.1\u0007\n"," 3784: 0.051042, 0.082651 avg loss, 0.000010 rate, 0.480596 seconds, 30272 images, 0.053356 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768716), count: 3, class_loss = 0.097396, iou_loss = 0.049451, total_loss = 0.146847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843233), count: 5, class_loss = 0.015829, iou_loss = 0.053943, total_loss = 0.069772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000060, iou_loss = 0.000000, total_loss = 0.000060 \n"," total_bbox = 28673, rewritten_bbox = 0.000000 % \n","\u001b]2;3785/4000: loss=0.1 hours left=0.1\u0007\n"," 3785: 0.072226, 0.081609 avg loss, 0.000010 rate, 0.502180 seconds, 30280 images, 0.053110 hours left\n","Loaded: 0.000102 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835771), count: 1, class_loss = 0.000086, iou_loss = 0.009548, total_loss = 0.009633 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858332), count: 5, class_loss = 0.010710, iou_loss = 0.025474, total_loss = 0.036184 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.627578), count: 2, class_loss = 0.120952, iou_loss = 0.175195, total_loss = 0.296147 \n"," total_bbox = 28681, rewritten_bbox = 0.000000 % \n","\u001b]2;3786/4000: loss=0.1 hours left=0.1\u0007\n"," 3786: 0.113988, 0.084847 avg loss, 0.000010 rate, 0.482225 seconds, 30288 images, 0.052879 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877387), count: 1, class_loss = 0.000376, iou_loss = 0.003188, total_loss = 0.003564 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838623), count: 6, class_loss = 0.069201, iou_loss = 0.062493, total_loss = 0.131694 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.868110), count: 1, class_loss = 0.005601, iou_loss = 0.005853, total_loss = 0.011455 \n"," total_bbox = 28689, rewritten_bbox = 0.000000 % \n","\u001b]2;3787/4000: loss=0.0 hours left=0.1\u0007\n"," 3787: 0.048904, 0.081253 avg loss, 0.000010 rate, 0.500807 seconds, 30296 images, 0.052637 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876287), count: 1, class_loss = 0.127705, iou_loss = 0.002943, total_loss = 0.130648 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824380), count: 6, class_loss = 0.127507, iou_loss = 0.110593, total_loss = 0.238101 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624153), count: 1, class_loss = 0.002328, iou_loss = 0.039306, total_loss = 0.041634 \n"," total_bbox = 28697, rewritten_bbox = 0.000000 % \n","\u001b]2;3788/4000: loss=0.1 hours left=0.1\u0007\n"," 3788: 0.136794, 0.086807 avg loss, 0.000010 rate, 0.486608 seconds, 30304 images, 0.052407 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865389), count: 2, class_loss = 0.003319, iou_loss = 0.007945, total_loss = 0.011263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855826), count: 5, class_loss = 0.000119, iou_loss = 0.037412, total_loss = 0.037531 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.791425), count: 1, class_loss = 0.050089, iou_loss = 0.037685, total_loss = 0.087774 \n"," total_bbox = 28705, rewritten_bbox = 0.000000 % \n","\u001b]2;3789/4000: loss=0.0 hours left=0.1\u0007\n"," 3789: 0.045523, 0.082678 avg loss, 0.000010 rate, 0.500799 seconds, 30312 images, 0.052170 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.924073), count: 2, class_loss = 0.000154, iou_loss = 0.002563, total_loss = 0.002717 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875767), count: 2, class_loss = 0.000106, iou_loss = 0.011355, total_loss = 0.011461 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.762052), count: 4, class_loss = 0.068055, iou_loss = 0.069079, total_loss = 0.137134 \n"," total_bbox = 28713, rewritten_bbox = 0.000000 % \n","\u001b]2;3790/4000: loss=0.1 hours left=0.1\u0007\n"," 3790: 0.050438, 0.079454 avg loss, 0.000010 rate, 0.492419 seconds, 30320 images, 0.051942 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775319), count: 1, class_loss = 0.000114, iou_loss = 0.012234, total_loss = 0.012348 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857620), count: 6, class_loss = 0.120560, iou_loss = 0.039487, total_loss = 0.160046 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.816838), count: 1, class_loss = 0.026241, iou_loss = 0.007558, total_loss = 0.033800 \n"," total_bbox = 28721, rewritten_bbox = 0.000000 % \n","\u001b]2;3791/4000: loss=0.1 hours left=0.1\u0007\n"," 3791: 0.068731, 0.078382 avg loss, 0.000010 rate, 0.317793 seconds, 30328 images, 0.051710 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870321), count: 2, class_loss = 0.003796, iou_loss = 0.011147, total_loss = 0.014944 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840209), count: 5, class_loss = 0.023382, iou_loss = 0.059944, total_loss = 0.083326 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002015, iou_loss = 0.000000, total_loss = 0.002015 \n"," total_bbox = 28728, rewritten_bbox = 0.000000 % \n","\u001b]2;3792/4000: loss=0.0 hours left=0.1\u0007\n"," 3792: 0.033428, 0.073887 avg loss, 0.000010 rate, 0.482782 seconds, 30336 images, 0.051378 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823442), count: 3, class_loss = 0.006804, iou_loss = 0.034625, total_loss = 0.041429 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.940787), count: 2, class_loss = 0.027752, iou_loss = 0.003139, total_loss = 0.030891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.528103), count: 3, class_loss = 0.253089, iou_loss = 0.426106, total_loss = 0.679195 \n"," total_bbox = 28736, rewritten_bbox = 0.000000 % \n","\u001b]2;3793/4000: loss=0.3 hours left=0.1\u0007\n"," 3793: 0.250505, 0.091548 avg loss, 0.000010 rate, 0.504662 seconds, 30344 images, 0.051143 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820924), count: 3, class_loss = 0.040144, iou_loss = 0.035063, total_loss = 0.075208 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826067), count: 4, class_loss = 0.180079, iou_loss = 0.049180, total_loss = 0.229259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830741), count: 1, class_loss = 0.128798, iou_loss = 0.007909, total_loss = 0.136706 \n"," total_bbox = 28744, rewritten_bbox = 0.000000 % \n","\u001b]2;3794/4000: loss=0.1 hours left=0.1\u0007\n"," 3794: 0.147058, 0.097099 avg loss, 0.000010 rate, 0.484980 seconds, 30352 images, 0.050922 hours left\n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873593), count: 2, class_loss = 0.014000, iou_loss = 0.006615, total_loss = 0.020615 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901457), count: 4, class_loss = 0.000733, iou_loss = 0.035388, total_loss = 0.036120 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.009070), count: 1, class_loss = 0.127394, iou_loss = 0.356762, total_loss = 0.484156 \n"," total_bbox = 28751, rewritten_bbox = 0.000000 % \n","\u001b]2;3795/4000: loss=0.2 hours left=0.1\u0007\n"," 3795: 0.180297, 0.105419 avg loss, 0.000010 rate, 0.500991 seconds, 30360 images, 0.050690 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867098), count: 1, class_loss = 0.005705, iou_loss = 0.005052, total_loss = 0.010757 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826305), count: 4, class_loss = 0.002123, iou_loss = 0.039246, total_loss = 0.041369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.866795), count: 2, class_loss = 0.010380, iou_loss = 0.019409, total_loss = 0.029789 \n"," total_bbox = 28758, rewritten_bbox = 0.000000 % \n","\u001b]2;3796/4000: loss=0.0 hours left=0.1\u0007\n"," 3796: 0.027305, 0.097608 avg loss, 0.000010 rate, 0.483743 seconds, 30368 images, 0.050468 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759993), count: 1, class_loss = 0.007067, iou_loss = 0.012486, total_loss = 0.019552 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841494), count: 6, class_loss = 0.000614, iou_loss = 0.062554, total_loss = 0.063168 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.909474), count: 1, class_loss = 0.000527, iou_loss = 0.002151, total_loss = 0.002678 \n"," total_bbox = 28766, rewritten_bbox = 0.000000 % \n","\u001b]2;3797/4000: loss=0.0 hours left=0.1\u0007\n"," 3797: 0.028466, 0.090694 avg loss, 0.000010 rate, 0.490646 seconds, 30376 images, 0.050238 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856990), count: 3, class_loss = 0.000880, iou_loss = 0.017336, total_loss = 0.018216 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884560), count: 4, class_loss = 0.008720, iou_loss = 0.043190, total_loss = 0.051910 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776436), count: 1, class_loss = 0.019036, iou_loss = 0.014236, total_loss = 0.033273 \n"," total_bbox = 28774, rewritten_bbox = 0.000000 % \n","\u001b]2;3798/4000: loss=0.0 hours left=0.1\u0007\n"," 3798: 0.034466, 0.085071 avg loss, 0.000010 rate, 0.485564 seconds, 30384 images, 0.050012 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000807, iou_loss = 0.000000, total_loss = 0.000807 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852889), count: 5, class_loss = 0.003045, iou_loss = 0.043535, total_loss = 0.046580 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.819896), count: 2, class_loss = 0.036153, iou_loss = 0.025785, total_loss = 0.061939 \n"," total_bbox = 28781, rewritten_bbox = 0.000000 % \n","\u001b]2;3799/4000: loss=0.0 hours left=0.0\u0007\n"," 3799: 0.036442, 0.080208 avg loss, 0.000010 rate, 0.492593 seconds, 30392 images, 0.049785 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.925514), count: 1, class_loss = 0.000203, iou_loss = 0.003198, total_loss = 0.003401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838909), count: 4, class_loss = 0.001944, iou_loss = 0.042461, total_loss = 0.044405 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.757401), count: 1, class_loss = 0.000012, iou_loss = 0.017184, total_loss = 0.017197 \n"," total_bbox = 28787, rewritten_bbox = 0.000000 % \n","\u001b]2;3800/4000: loss=0.0 hours left=0.0\u0007\n"," 3800: 0.021668, 0.074354 avg loss, 0.000010 rate, 0.494671 seconds, 30400 images, 0.049562 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 480 x 480 \n"," try to allocate additional workspace_size = 200.25 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828741), count: 3, class_loss = 0.000056, iou_loss = 0.023877, total_loss = 0.023933 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859070), count: 5, class_loss = 0.018301, iou_loss = 0.029756, total_loss = 0.048057 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 28795, rewritten_bbox = 0.000000 % \n","\u001b]2;3801/4000: loss=0.0 hours left=0.0\u0007\n"," 3801: 0.023997, 0.069318 avg loss, 0.000010 rate, 0.324840 seconds, 30408 images, 0.049341 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.915147), count: 1, class_loss = 0.007662, iou_loss = 0.003594, total_loss = 0.011256 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810702), count: 7, class_loss = 0.218749, iou_loss = 0.107096, total_loss = 0.325845 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017570, iou_loss = 0.000000, total_loss = 0.017570 \n"," total_bbox = 28803, rewritten_bbox = 0.000000 % \n","\u001b]2;3802/4000: loss=0.1 hours left=0.0\u0007\n"," 3802: 0.118224, 0.074209 avg loss, 0.000010 rate, 0.602073 seconds, 30416 images, 0.049027 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910383), count: 2, class_loss = 0.003060, iou_loss = 0.005074, total_loss = 0.008134 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849642), count: 4, class_loss = 0.037430, iou_loss = 0.030120, total_loss = 0.067550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.774434), count: 2, class_loss = 0.120778, iou_loss = 0.030076, total_loss = 0.150854 \n"," total_bbox = 28811, rewritten_bbox = 0.000000 % \n","\u001b]2;3803/4000: loss=0.1 hours left=0.0\u0007\n"," 3803: 0.075513, 0.074339 avg loss, 0.000010 rate, 0.592959 seconds, 30424 images, 0.048868 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855866), count: 4, class_loss = 0.001012, iou_loss = 0.023385, total_loss = 0.024396 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890437), count: 3, class_loss = 0.000549, iou_loss = 0.008998, total_loss = 0.009547 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830107), count: 1, class_loss = 0.008218, iou_loss = 0.025004, total_loss = 0.033222 \n"," total_bbox = 28819, rewritten_bbox = 0.000000 % \n","\u001b]2;3804/4000: loss=0.0 hours left=0.0\u0007\n"," 3804: 0.022388, 0.069144 avg loss, 0.000010 rate, 0.605364 seconds, 30432 images, 0.048704 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.898248), count: 3, class_loss = 0.000202, iou_loss = 0.008974, total_loss = 0.009176 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872945), count: 5, class_loss = 0.000255, iou_loss = 0.036435, total_loss = 0.036690 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n"," total_bbox = 28827, rewritten_bbox = 0.000000 % \n","\u001b]2;3805/4000: loss=0.0 hours left=0.0\u0007\n"," 3805: 0.015298, 0.063759 avg loss, 0.000010 rate, 0.596744 seconds, 30440 images, 0.048547 hours left\n","Loaded: 0.000100 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862342), count: 3, class_loss = 0.163281, iou_loss = 0.017117, total_loss = 0.180398 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883494), count: 4, class_loss = 0.084038, iou_loss = 0.020564, total_loss = 0.104603 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000208, iou_loss = 0.000000, total_loss = 0.000208 \n"," total_bbox = 28834, rewritten_bbox = 0.000000 % \n","\u001b]2;3806/4000: loss=0.1 hours left=0.0\u0007\n"," 3806: 0.095069, 0.066890 avg loss, 0.000010 rate, 0.601728 seconds, 30448 images, 0.048384 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853768), count: 2, class_loss = 0.003636, iou_loss = 0.011032, total_loss = 0.014668 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769566), count: 6, class_loss = 0.158669, iou_loss = 0.113946, total_loss = 0.272615 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 28842, rewritten_bbox = 0.000000 % \n","\u001b]2;3807/4000: loss=0.1 hours left=0.0\u0007\n"," 3807: 0.095763, 0.069778 avg loss, 0.000010 rate, 0.596718 seconds, 30456 images, 0.048225 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883516), count: 3, class_loss = 0.000078, iou_loss = 0.016454, total_loss = 0.016533 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812918), count: 5, class_loss = 0.106604, iou_loss = 0.056491, total_loss = 0.163095 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000299, iou_loss = 0.000000, total_loss = 0.000299 \n"," total_bbox = 28850, rewritten_bbox = 0.000000 % \n","\u001b]2;3808/4000: loss=0.1 hours left=0.0\u0007\n"," 3808: 0.059976, 0.068797 avg loss, 0.000010 rate, 0.608336 seconds, 30464 images, 0.048063 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.881875), count: 1, class_loss = 0.000004, iou_loss = 0.005466, total_loss = 0.005470 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803693), count: 6, class_loss = 0.076518, iou_loss = 0.082779, total_loss = 0.159297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n"," total_bbox = 28857, rewritten_bbox = 0.000000 % \n","\u001b]2;3809/4000: loss=0.1 hours left=0.0\u0007\n"," 3809: 0.054944, 0.067412 avg loss, 0.000010 rate, 0.608386 seconds, 30472 images, 0.047907 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846415), count: 3, class_loss = 0.015788, iou_loss = 0.022339, total_loss = 0.038127 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866837), count: 5, class_loss = 0.000361, iou_loss = 0.028234, total_loss = 0.028595 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000509, iou_loss = 0.000000, total_loss = 0.000509 \n"," total_bbox = 28865, rewritten_bbox = 0.000000 % \n","\u001b]2;3810/4000: loss=0.0 hours left=0.0\u0007\n"," 3810: 0.022410, 0.062912 avg loss, 0.000010 rate, 0.601781 seconds, 30480 images, 0.047750 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 544 x 544 \n"," try to allocate additional workspace_size = 256.87 MB \n"," CUDA allocate done! \n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836082), count: 4, class_loss = 0.058574, iou_loss = 0.044053, total_loss = 0.102627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.913253), count: 3, class_loss = 0.000098, iou_loss = 0.022861, total_loss = 0.022959 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n"," total_bbox = 28872, rewritten_bbox = 0.000000 % \n","\u001b]2;3811/4000: loss=0.0 hours left=0.0\u0007\n"," 3811: 0.041862, 0.060807 avg loss, 0.000010 rate, 0.484871 seconds, 30488 images, 0.047590 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.916035), count: 4, class_loss = 0.001365, iou_loss = 0.009991, total_loss = 0.011356 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829452), count: 4, class_loss = 0.059258, iou_loss = 0.037808, total_loss = 0.097065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 28880, rewritten_bbox = 0.000000 % \n","\u001b]2;3812/4000: loss=0.0 hours left=0.0\u0007\n"," 3812: 0.036141, 0.058340 avg loss, 0.000010 rate, 0.850469 seconds, 30496 images, 0.047369 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782824), count: 2, class_loss = 0.010066, iou_loss = 0.020818, total_loss = 0.030884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.904054), count: 6, class_loss = 0.000486, iou_loss = 0.016611, total_loss = 0.017097 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 28888, rewritten_bbox = 0.000000 % \n","\u001b]2;3813/4000: loss=0.0 hours left=0.0\u0007\n"," 3813: 0.015996, 0.054106 avg loss, 0.000010 rate, 0.848631 seconds, 30504 images, 0.047340 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878129), count: 5, class_loss = 0.002012, iou_loss = 0.022374, total_loss = 0.024386 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841098), count: 3, class_loss = 0.054279, iou_loss = 0.070771, total_loss = 0.125051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n"," total_bbox = 28896, rewritten_bbox = 0.000000 % \n","\u001b]2;3814/4000: loss=0.0 hours left=0.0\u0007\n"," 3814: 0.049816, 0.053677 avg loss, 0.000010 rate, 0.837373 seconds, 30512 images, 0.047307 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829297), count: 5, class_loss = 0.165308, iou_loss = 0.049583, total_loss = 0.214891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803757), count: 3, class_loss = 0.240713, iou_loss = 0.070953, total_loss = 0.311666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018443, iou_loss = 0.000000, total_loss = 0.018443 \n"," total_bbox = 28904, rewritten_bbox = 0.000000 % \n","\u001b]2;3815/4000: loss=0.2 hours left=0.0\u0007\n"," 3815: 0.181667, 0.066476 avg loss, 0.000010 rate, 0.841189 seconds, 30520 images, 0.047267 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802416), count: 2, class_loss = 0.026258, iou_loss = 0.046321, total_loss = 0.072580 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806344), count: 5, class_loss = 0.141018, iou_loss = 0.084918, total_loss = 0.225936 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854631), count: 1, class_loss = 0.025442, iou_loss = 0.005929, total_loss = 0.031371 \n"," total_bbox = 28912, rewritten_bbox = 0.000000 % \n","\u001b]2;3816/4000: loss=0.1 hours left=0.0\u0007\n"," 3816: 0.109962, 0.070824 avg loss, 0.000010 rate, 0.842460 seconds, 30528 images, 0.047226 hours left\n","Loaded: 0.000139 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848017), count: 3, class_loss = 0.001294, iou_loss = 0.021927, total_loss = 0.023221 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833383), count: 4, class_loss = 0.002218, iou_loss = 0.032790, total_loss = 0.035007 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436767), count: 1, class_loss = 0.123399, iou_loss = 0.111487, total_loss = 0.234885 \n"," total_bbox = 28920, rewritten_bbox = 0.000000 % \n","\u001b]2;3817/4000: loss=0.1 hours left=0.0\u0007\n"," 3817: 0.097705, 0.073512 avg loss, 0.000010 rate, 0.840473 seconds, 30536 images, 0.047185 hours left\n","Loaded: 0.000113 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841404), count: 3, class_loss = 0.015237, iou_loss = 0.022666, total_loss = 0.037903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816777), count: 5, class_loss = 0.136187, iou_loss = 0.061295, total_loss = 0.197482 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 28928, rewritten_bbox = 0.000000 % \n","\u001b]2;3818/4000: loss=0.1 hours left=0.0\u0007\n"," 3818: 0.078462, 0.074007 avg loss, 0.000010 rate, 0.843556 seconds, 30544 images, 0.047140 hours left\n","Loaded: 0.000109 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801571), count: 3, class_loss = 0.022365, iou_loss = 0.059634, total_loss = 0.081999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806153), count: 4, class_loss = 0.080482, iou_loss = 0.052611, total_loss = 0.133093 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000512, iou_loss = 0.000000, total_loss = 0.000512 \n"," total_bbox = 28935, rewritten_bbox = 0.000000 % \n","\u001b]2;3819/4000: loss=0.1 hours left=0.0\u0007\n"," 3819: 0.071868, 0.073793 avg loss, 0.000010 rate, 0.840886 seconds, 30552 images, 0.047095 hours left\n","Loaded: 0.000113 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831108), count: 1, class_loss = 0.000001, iou_loss = 0.007044, total_loss = 0.007046 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833381), count: 6, class_loss = 0.125120, iou_loss = 0.090807, total_loss = 0.215927 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.625277), count: 1, class_loss = 0.010362, iou_loss = 0.046632, total_loss = 0.056994 \n"," total_bbox = 28943, rewritten_bbox = 0.000000 % \n","\u001b]2;3820/4000: loss=0.1 hours left=0.0\u0007\n"," 3820: 0.093322, 0.075746 avg loss, 0.000010 rate, 0.837681 seconds, 30560 images, 0.047047 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.039849 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887111), count: 2, class_loss = 0.000223, iou_loss = 0.007594, total_loss = 0.007818 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835068), count: 3, class_loss = 0.062796, iou_loss = 0.030722, total_loss = 0.093519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.701208), count: 2, class_loss = 0.111462, iou_loss = 0.095272, total_loss = 0.206734 \n"," total_bbox = 28950, rewritten_bbox = 0.000000 % \n","\u001b]2;3821/4000: loss=0.1 hours left=0.0\u0007\n"," 3821: 0.102690, 0.078441 avg loss, 0.000010 rate, 0.281200 seconds, 30568 images, 0.046996 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.925127), count: 1, class_loss = 0.000036, iou_loss = 0.001487, total_loss = 0.001523 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822383), count: 4, class_loss = 0.048970, iou_loss = 0.112717, total_loss = 0.161687 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.604422), count: 3, class_loss = 0.105745, iou_loss = 0.328438, total_loss = 0.434182 \n"," total_bbox = 28958, rewritten_bbox = 0.000000 % \n","\u001b]2;3822/4000: loss=0.2 hours left=0.0\u0007\n"," 3822: 0.199130, 0.090510 avg loss, 0.000010 rate, 0.484471 seconds, 30576 images, 0.046685 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820495), count: 3, class_loss = 0.028908, iou_loss = 0.030254, total_loss = 0.059162 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900441), count: 3, class_loss = 0.002078, iou_loss = 0.009910, total_loss = 0.011989 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.798818), count: 2, class_loss = 0.003715, iou_loss = 0.027205, total_loss = 0.030920 \n"," total_bbox = 28966, rewritten_bbox = 0.000000 % \n","\u001b]2;3823/4000: loss=0.0 hours left=0.0\u0007\n"," 3823: 0.034024, 0.084861 avg loss, 0.000010 rate, 0.509467 seconds, 30584 images, 0.046458 hours left\n","Loaded: 0.000094 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774548), count: 1, class_loss = 0.012324, iou_loss = 0.022789, total_loss = 0.035113 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875370), count: 4, class_loss = 0.037691, iou_loss = 0.021804, total_loss = 0.059495 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675595), count: 3, class_loss = 0.141098, iou_loss = 0.364367, total_loss = 0.505465 \n"," total_bbox = 28974, rewritten_bbox = 0.000000 % \n","\u001b]2;3824/4000: loss=0.2 hours left=0.0\u0007\n"," 3824: 0.200024, 0.096377 avg loss, 0.000010 rate, 0.482330 seconds, 30592 images, 0.046244 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855675), count: 4, class_loss = 0.003656, iou_loss = 0.030019, total_loss = 0.033675 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832778), count: 2, class_loss = 0.092703, iou_loss = 0.016047, total_loss = 0.108750 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.819844), count: 2, class_loss = 0.255581, iou_loss = 0.025766, total_loss = 0.281347 \n"," total_bbox = 28982, rewritten_bbox = 0.000000 % \n","\u001b]2;3825/4000: loss=0.1 hours left=0.0\u0007\n"," 3825: 0.141257, 0.100865 avg loss, 0.000010 rate, 0.498433 seconds, 30600 images, 0.046018 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781894), count: 5, class_loss = 0.160105, iou_loss = 0.206993, total_loss = 0.367098 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.690814), count: 3, class_loss = 0.096302, iou_loss = 0.161955, total_loss = 0.258258 \n"," total_bbox = 28990, rewritten_bbox = 0.000000 % \n","\u001b]2;3826/4000: loss=0.2 hours left=0.0\u0007\n"," 3826: 0.208455, 0.111624 avg loss, 0.000010 rate, 0.488860 seconds, 30608 images, 0.045800 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824961), count: 1, class_loss = 0.001186, iou_loss = 0.009748, total_loss = 0.010935 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844648), count: 4, class_loss = 0.042554, iou_loss = 0.028239, total_loss = 0.070793 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.636472), count: 2, class_loss = 0.088018, iou_loss = 0.149241, total_loss = 0.237259 \n"," total_bbox = 28997, rewritten_bbox = 0.000000 % \n","\u001b]2;3827/4000: loss=0.1 hours left=0.0\u0007\n"," 3827: 0.106329, 0.111095 avg loss, 0.000010 rate, 0.490412 seconds, 30616 images, 0.045578 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.916312), count: 1, class_loss = 0.000134, iou_loss = 0.001852, total_loss = 0.001987 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835070), count: 4, class_loss = 0.032563, iou_loss = 0.038711, total_loss = 0.071274 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.845600), count: 2, class_loss = 0.058585, iou_loss = 0.013913, total_loss = 0.072499 \n"," total_bbox = 29004, rewritten_bbox = 0.000000 % \n","\u001b]2;3828/4000: loss=0.0 hours left=0.0\u0007\n"," 3828: 0.048586, 0.104844 avg loss, 0.000010 rate, 0.490735 seconds, 30624 images, 0.045358 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911975), count: 1, class_loss = 0.000003, iou_loss = 0.003354, total_loss = 0.003357 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843913), count: 5, class_loss = 0.000557, iou_loss = 0.041943, total_loss = 0.042499 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.853679), count: 1, class_loss = 0.013295, iou_loss = 0.008988, total_loss = 0.022283 \n"," total_bbox = 29011, rewritten_bbox = 0.000000 % \n","\u001b]2;3829/4000: loss=0.0 hours left=0.0\u0007\n"," 3829: 0.022713, 0.096631 avg loss, 0.000010 rate, 0.491081 seconds, 30632 images, 0.045139 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835751), count: 1, class_loss = 0.003277, iou_loss = 0.014487, total_loss = 0.017765 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881863), count: 4, class_loss = 0.046675, iou_loss = 0.019726, total_loss = 0.066401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.914149), count: 1, class_loss = 0.000398, iou_loss = 0.003102, total_loss = 0.003499 \n"," total_bbox = 29017, rewritten_bbox = 0.000000 % \n","\u001b]2;3830/4000: loss=0.0 hours left=0.0\u0007\n"," 3830: 0.029222, 0.089890 avg loss, 0.000010 rate, 0.490548 seconds, 30640 images, 0.044921 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799169), count: 2, class_loss = 0.000008, iou_loss = 0.023881, total_loss = 0.023890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787269), count: 5, class_loss = 0.181696, iou_loss = 0.071891, total_loss = 0.253586 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003577, iou_loss = 0.000000, total_loss = 0.003577 \n"," total_bbox = 29024, rewritten_bbox = 0.000000 % \n","\u001b]2;3831/4000: loss=0.1 hours left=0.0\u0007\n"," 3831: 0.093684, 0.090269 avg loss, 0.000010 rate, 0.277383 seconds, 30648 images, 0.044703 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.930858), count: 2, class_loss = 0.000063, iou_loss = 0.002561, total_loss = 0.002623 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853344), count: 4, class_loss = 0.003850, iou_loss = 0.038226, total_loss = 0.042077 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.888375), count: 1, class_loss = 0.008455, iou_loss = 0.006368, total_loss = 0.014823 \n"," total_bbox = 29031, rewritten_bbox = 0.000000 % \n","\u001b]2;3832/4000: loss=0.0 hours left=0.0\u0007\n"," 3832: 0.019841, 0.083227 avg loss, 0.000010 rate, 0.478921 seconds, 30656 images, 0.044387 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879403), count: 3, class_loss = 0.003501, iou_loss = 0.011227, total_loss = 0.014728 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853232), count: 4, class_loss = 0.216058, iou_loss = 0.025379, total_loss = 0.241437 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.871546), count: 1, class_loss = 0.030508, iou_loss = 0.013777, total_loss = 0.044285 \n"," total_bbox = 29039, rewritten_bbox = 0.000000 % \n","\u001b]2;3833/4000: loss=0.1 hours left=0.0\u0007\n"," 3833: 0.100150, 0.084919 avg loss, 0.000010 rate, 0.511759 seconds, 30664 images, 0.044166 hours left\n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774272), count: 2, class_loss = 0.000810, iou_loss = 0.020991, total_loss = 0.021802 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835019), count: 4, class_loss = 0.031565, iou_loss = 0.036370, total_loss = 0.067935 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.739781), count: 2, class_loss = 0.100855, iou_loss = 0.080224, total_loss = 0.181080 \n"," total_bbox = 29047, rewritten_bbox = 0.000000 % \n","\u001b]2;3834/4000: loss=0.1 hours left=0.0\u0007\n"," 3834: 0.090272, 0.085454 avg loss, 0.000010 rate, 0.481132 seconds, 30672 images, 0.043962 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846803), count: 2, class_loss = 0.004251, iou_loss = 0.009737, total_loss = 0.013988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751576), count: 5, class_loss = 0.016147, iou_loss = 0.228070, total_loss = 0.244217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002720, iou_loss = 0.000000, total_loss = 0.002720 \n"," total_bbox = 29054, rewritten_bbox = 0.000000 % \n","\u001b]2;3835/4000: loss=0.1 hours left=0.0\u0007\n"," 3835: 0.086975, 0.085606 avg loss, 0.000010 rate, 0.499540 seconds, 30680 images, 0.043744 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.894359), count: 4, class_loss = 0.049510, iou_loss = 0.022409, total_loss = 0.071919 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.784145), count: 3, class_loss = 0.110738, iou_loss = 0.046929, total_loss = 0.157667 \n"," total_bbox = 29061, rewritten_bbox = 0.000000 % \n","\u001b]2;3836/4000: loss=0.1 hours left=0.0\u0007\n"," 3836: 0.076529, 0.084699 avg loss, 0.000010 rate, 0.482450 seconds, 30688 images, 0.043536 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852876), count: 3, class_loss = 0.024761, iou_loss = 0.021764, total_loss = 0.046525 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886543), count: 4, class_loss = 0.000082, iou_loss = 0.016984, total_loss = 0.017066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010666, iou_loss = 0.000000, total_loss = 0.010666 \n"," total_bbox = 29068, rewritten_bbox = 0.000000 % \n","\u001b]2;3837/4000: loss=0.0 hours left=0.0\u0007\n"," 3837: 0.024753, 0.078704 avg loss, 0.000010 rate, 0.492837 seconds, 30696 images, 0.043320 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825953), count: 1, class_loss = 0.004168, iou_loss = 0.008009, total_loss = 0.012178 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847111), count: 3, class_loss = 0.019808, iou_loss = 0.034912, total_loss = 0.054720 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.751802), count: 3, class_loss = 0.124961, iou_loss = 0.093943, total_loss = 0.218904 \n"," total_bbox = 29075, rewritten_bbox = 0.000000 % \n","\u001b]2;3838/4000: loss=0.1 hours left=0.0\u0007\n"," 3838: 0.095267, 0.080360 avg loss, 0.000010 rate, 0.488578 seconds, 30704 images, 0.043110 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920030), count: 1, class_loss = 0.000000, iou_loss = 0.002751, total_loss = 0.002751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869348), count: 5, class_loss = 0.009594, iou_loss = 0.034005, total_loss = 0.043599 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.816919), count: 1, class_loss = 0.103021, iou_loss = 0.009770, total_loss = 0.112791 \n"," total_bbox = 29082, rewritten_bbox = 0.000000 % \n","\u001b]2;3839/4000: loss=0.1 hours left=0.0\u0007\n"," 3839: 0.053047, 0.077629 avg loss, 0.000010 rate, 0.494311 seconds, 30712 images, 0.042899 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739126), count: 2, class_loss = 0.105499, iou_loss = 0.030400, total_loss = 0.135899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792314), count: 6, class_loss = 0.269349, iou_loss = 0.213956, total_loss = 0.483305 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000083, iou_loss = 0.000000, total_loss = 0.000083 \n"," total_bbox = 29090, rewritten_bbox = 0.000000 % \n","\u001b]2;3840/4000: loss=0.2 hours left=0.0\u0007\n"," 3840: 0.206429, 0.090509 avg loss, 0.000010 rate, 0.482999 seconds, 30720 images, 0.042691 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000049 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000447, iou_loss = 0.000000, total_loss = 0.000447 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853403), count: 3, class_loss = 0.019607, iou_loss = 0.023533, total_loss = 0.043140 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.686133), count: 5, class_loss = 0.420829, iou_loss = 0.378412, total_loss = 0.799241 \n"," total_bbox = 29098, rewritten_bbox = 0.000000 % \n","\u001b]2;3841/4000: loss=0.3 hours left=0.0\u0007\n"," 3841: 0.280943, 0.109552 avg loss, 0.000010 rate, 0.201958 seconds, 30728 images, 0.042479 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878461), count: 1, class_loss = 0.000036, iou_loss = 0.008595, total_loss = 0.008631 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829317), count: 3, class_loss = 0.094408, iou_loss = 0.027693, total_loss = 0.122101 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.838551), count: 4, class_loss = 0.004243, iou_loss = 0.058340, total_loss = 0.062583 \n"," total_bbox = 29106, rewritten_bbox = 0.000000 % \n","\u001b]2;3842/4000: loss=0.1 hours left=0.0\u0007\n"," 3842: 0.064438, 0.105041 avg loss, 0.000010 rate, 0.352768 seconds, 30736 images, 0.042143 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000505, iou_loss = 0.000000, total_loss = 0.000505 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.578212), count: 7, class_loss = 0.522296, iou_loss = 1.164072, total_loss = 1.686368 \n"," total_bbox = 29113, rewritten_bbox = 0.000000 % \n","\u001b]2;3843/4000: loss=0.6 hours left=0.0\u0007\n"," 3843: 0.562291, 0.150766 avg loss, 0.000010 rate, 0.364446 seconds, 30744 images, 0.041877 hours left\n","Loaded: 0.000078 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810496), count: 5, class_loss = 0.137534, iou_loss = 0.053762, total_loss = 0.191296 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.814088), count: 3, class_loss = 0.049217, iou_loss = 0.038572, total_loss = 0.087789 \n"," total_bbox = 29121, rewritten_bbox = 0.000000 % \n","\u001b]2;3844/4000: loss=0.1 hours left=0.0\u0007\n"," 3844: 0.093028, 0.144992 avg loss, 0.000010 rate, 0.357117 seconds, 30752 images, 0.041617 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.898531), count: 1, class_loss = 0.000004, iou_loss = 0.003705, total_loss = 0.003709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843309), count: 4, class_loss = 0.010311, iou_loss = 0.038039, total_loss = 0.048350 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.780024), count: 3, class_loss = 0.105880, iou_loss = 0.048788, total_loss = 0.154668 \n"," total_bbox = 29129, rewritten_bbox = 0.000000 % \n","\u001b]2;3845/4000: loss=0.1 hours left=0.0\u0007\n"," 3845: 0.068909, 0.137384 avg loss, 0.000010 rate, 0.352138 seconds, 30760 images, 0.041356 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887103), count: 2, class_loss = 0.000053, iou_loss = 0.011541, total_loss = 0.011593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787810), count: 2, class_loss = 0.272379, iou_loss = 0.021513, total_loss = 0.293891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.690294), count: 4, class_loss = 0.103261, iou_loss = 0.297383, total_loss = 0.400644 \n"," total_bbox = 29137, rewritten_bbox = 0.000000 % \n","\u001b]2;3846/4000: loss=0.2 hours left=0.0\u0007\n"," 3846: 0.235376, 0.147183 avg loss, 0.000010 rate, 0.359529 seconds, 30768 images, 0.041094 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824658), count: 3, class_loss = 0.112189, iou_loss = 0.024678, total_loss = 0.136868 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881497), count: 3, class_loss = 0.001011, iou_loss = 0.011721, total_loss = 0.012732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.819550), count: 2, class_loss = 0.115072, iou_loss = 0.026714, total_loss = 0.141786 \n"," total_bbox = 29145, rewritten_bbox = 0.000000 % \n","\u001b]2;3847/4000: loss=0.1 hours left=0.0\u0007\n"," 3847: 0.097129, 0.142178 avg loss, 0.000010 rate, 0.356414 seconds, 30776 images, 0.040837 hours left\n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864595), count: 3, class_loss = 0.160573, iou_loss = 0.016971, total_loss = 0.177544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802782), count: 4, class_loss = 0.002175, iou_loss = 0.060579, total_loss = 0.062753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.834694), count: 1, class_loss = 0.000056, iou_loss = 0.013601, total_loss = 0.013658 \n"," total_bbox = 29153, rewritten_bbox = 0.000000 % \n","\u001b]2;3848/4000: loss=0.1 hours left=0.0\u0007\n"," 3848: 0.084652, 0.136425 avg loss, 0.000010 rate, 0.358531 seconds, 30784 images, 0.040580 hours left\n","Loaded: 0.000063 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799799), count: 1, class_loss = 0.000160, iou_loss = 0.007656, total_loss = 0.007816 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832143), count: 5, class_loss = 0.001842, iou_loss = 0.085169, total_loss = 0.087012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.897735), count: 1, class_loss = 0.003346, iou_loss = 0.022488, total_loss = 0.025834 \n"," total_bbox = 29160, rewritten_bbox = 0.000000 % \n","\u001b]2;3849/4000: loss=0.0 hours left=0.0\u0007\n"," 3849: 0.040221, 0.126805 avg loss, 0.000010 rate, 0.356190 seconds, 30792 images, 0.040325 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875142), count: 1, class_loss = 0.000004, iou_loss = 0.007641, total_loss = 0.007645 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791025), count: 6, class_loss = 0.159048, iou_loss = 0.122884, total_loss = 0.281932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.766417), count: 1, class_loss = 0.098336, iou_loss = 0.040649, total_loss = 0.138985 \n"," total_bbox = 29168, rewritten_bbox = 0.000000 % \n","\u001b]2;3850/4000: loss=0.1 hours left=0.0\u0007\n"," 3850: 0.142854, 0.128410 avg loss, 0.000010 rate, 0.361362 seconds, 30800 images, 0.040072 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866680), count: 4, class_loss = 0.105036, iou_loss = 0.023414, total_loss = 0.128450 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.750860), count: 3, class_loss = 0.201907, iou_loss = 0.118576, total_loss = 0.320484 \n"," total_bbox = 29175, rewritten_bbox = 0.000000 % \n","\u001b]2;3851/4000: loss=0.1 hours left=0.0\u0007\n"," 3851: 0.149645, 0.130533 avg loss, 0.000010 rate, 0.221114 seconds, 30808 images, 0.039822 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797254), count: 1, class_loss = 0.004474, iou_loss = 0.010083, total_loss = 0.014558 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798051), count: 3, class_loss = 0.010807, iou_loss = 0.081917, total_loss = 0.092724 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.834920), count: 3, class_loss = 0.002233, iou_loss = 0.027937, total_loss = 0.030170 \n"," total_bbox = 29182, rewritten_bbox = 0.000000 % \n","\u001b]2;3852/4000: loss=0.0 hours left=0.0\u0007\n"," 3852: 0.045817, 0.122061 avg loss, 0.000010 rate, 0.393269 seconds, 30816 images, 0.039515 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.007542, iou_loss = 0.000000, total_loss = 0.007542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837917), count: 6, class_loss = 0.104435, iou_loss = 0.062197, total_loss = 0.166632 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.809708), count: 1, class_loss = 0.000031, iou_loss = 0.006982, total_loss = 0.007013 \n"," total_bbox = 29189, rewritten_bbox = 0.000000 % \n","\u001b]2;3853/4000: loss=0.1 hours left=0.0\u0007\n"," 3853: 0.060396, 0.115895 avg loss, 0.000010 rate, 0.410335 seconds, 30824 images, 0.039281 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815480), count: 2, class_loss = 0.133468, iou_loss = 0.026075, total_loss = 0.159543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834750), count: 3, class_loss = 0.073247, iou_loss = 0.019765, total_loss = 0.093012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.850401), count: 2, class_loss = 0.000072, iou_loss = 0.016182, total_loss = 0.016254 \n"," total_bbox = 29196, rewritten_bbox = 0.000000 % \n","\u001b]2;3854/4000: loss=0.1 hours left=0.0\u0007\n"," 3854: 0.089603, 0.113266 avg loss, 0.000010 rate, 0.392502 seconds, 30832 images, 0.039056 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000169, iou_loss = 0.000000, total_loss = 0.000169 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877687), count: 5, class_loss = 0.003433, iou_loss = 0.040974, total_loss = 0.044407 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.905444), count: 2, class_loss = 0.081430, iou_loss = 0.014990, total_loss = 0.096420 \n"," total_bbox = 29203, rewritten_bbox = 0.000000 % \n","\u001b]2;3855/4000: loss=0.0 hours left=0.0\u0007\n"," 3855: 0.046999, 0.106639 avg loss, 0.000010 rate, 0.393665 seconds, 30840 images, 0.038825 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.880519), count: 2, class_loss = 0.001044, iou_loss = 0.008474, total_loss = 0.009518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748889), count: 3, class_loss = 0.006912, iou_loss = 0.091683, total_loss = 0.098595 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.835512), count: 3, class_loss = 0.122472, iou_loss = 0.025815, total_loss = 0.148286 \n"," total_bbox = 29211, rewritten_bbox = 0.000000 % \n","\u001b]2;3856/4000: loss=0.1 hours left=0.0\u0007\n"," 3856: 0.085466, 0.104522 avg loss, 0.000010 rate, 0.406522 seconds, 30848 images, 0.038595 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814814), count: 1, class_loss = 0.001714, iou_loss = 0.017709, total_loss = 0.019424 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861236), count: 5, class_loss = 0.018697, iou_loss = 0.039152, total_loss = 0.057849 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.880113), count: 1, class_loss = 0.021688, iou_loss = 0.008576, total_loss = 0.030264 \n"," total_bbox = 29218, rewritten_bbox = 0.000000 % \n","\u001b]2;3857/4000: loss=0.0 hours left=0.0\u0007\n"," 3857: 0.035846, 0.097654 avg loss, 0.000010 rate, 0.398591 seconds, 30856 images, 0.038372 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788990), count: 1, class_loss = 0.000197, iou_loss = 0.010785, total_loss = 0.010982 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867609), count: 5, class_loss = 0.020601, iou_loss = 0.038155, total_loss = 0.058755 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.608613), count: 2, class_loss = 0.142556, iou_loss = 0.293663, total_loss = 0.436219 \n"," total_bbox = 29226, rewritten_bbox = 0.000000 % \n","\u001b]2;3858/4000: loss=0.2 hours left=0.0\u0007\n"," 3858: 0.168652, 0.104754 avg loss, 0.000010 rate, 0.398980 seconds, 30864 images, 0.038147 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850089), count: 2, class_loss = 0.000204, iou_loss = 0.009305, total_loss = 0.009509 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740517), count: 2, class_loss = 0.075153, iou_loss = 0.072366, total_loss = 0.147519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.815770), count: 3, class_loss = 0.018659, iou_loss = 0.061454, total_loss = 0.080113 \n"," total_bbox = 29233, rewritten_bbox = 0.000000 % \n","\u001b]2;3859/4000: loss=0.1 hours left=0.0\u0007\n"," 3859: 0.079047, 0.102183 avg loss, 0.000010 rate, 0.399931 seconds, 30872 images, 0.037923 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887943), count: 2, class_loss = 0.000561, iou_loss = 0.010464, total_loss = 0.011025 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875002), count: 5, class_loss = 0.122657, iou_loss = 0.039534, total_loss = 0.162192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.760987), count: 1, class_loss = 0.000572, iou_loss = 0.036438, total_loss = 0.037010 \n"," total_bbox = 29241, rewritten_bbox = 0.000000 % \n","\u001b]2;3860/4000: loss=0.1 hours left=0.0\u0007\n"," 3860: 0.070076, 0.098972 avg loss, 0.000010 rate, 0.393711 seconds, 30880 images, 0.037700 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 227.67 MB \n"," CUDA allocate done! \n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796111), count: 5, class_loss = 0.068894, iou_loss = 0.070008, total_loss = 0.138902 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839850), count: 3, class_loss = 0.300360, iou_loss = 0.029698, total_loss = 0.330058 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010767, iou_loss = 0.000000, total_loss = 0.010767 \n"," total_bbox = 29249, rewritten_bbox = 0.000000 % \n","\u001b]2;3861/4000: loss=0.2 hours left=0.0\u0007\n"," 3861: 0.159909, 0.105066 avg loss, 0.000010 rate, 0.352691 seconds, 30888 images, 0.037476 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848936), count: 1, class_loss = 0.015521, iou_loss = 0.018323, total_loss = 0.033844 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881404), count: 4, class_loss = 0.118787, iou_loss = 0.027789, total_loss = 0.146576 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.858187), count: 2, class_loss = 0.001190, iou_loss = 0.028823, total_loss = 0.030013 \n"," total_bbox = 29256, rewritten_bbox = 0.000000 % \n","\u001b]2;3862/4000: loss=0.1 hours left=0.0\u0007\n"," 3862: 0.070145, 0.101574 avg loss, 0.000010 rate, 0.643078 seconds, 30896 images, 0.037238 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877102), count: 4, class_loss = 0.074016, iou_loss = 0.025647, total_loss = 0.099663 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.893997), count: 4, class_loss = 0.000260, iou_loss = 0.016090, total_loss = 0.016350 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n"," total_bbox = 29264, rewritten_bbox = 0.000000 % \n","\u001b]2;3863/4000: loss=0.0 hours left=0.0\u0007\n"," 3863: 0.038675, 0.095284 avg loss, 0.000010 rate, 0.632883 seconds, 30904 images, 0.037112 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878409), count: 4, class_loss = 0.001881, iou_loss = 0.011847, total_loss = 0.013727 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793444), count: 3, class_loss = 0.266750, iou_loss = 0.045630, total_loss = 0.312379 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.833559), count: 1, class_loss = 0.001109, iou_loss = 0.018384, total_loss = 0.019493 \n"," total_bbox = 29272, rewritten_bbox = 0.000000 % \n","\u001b]2;3864/4000: loss=0.1 hours left=0.0\u0007\n"," 3864: 0.115200, 0.097276 avg loss, 0.000010 rate, 0.644977 seconds, 30912 images, 0.036982 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868023), count: 1, class_loss = 0.000007, iou_loss = 0.003366, total_loss = 0.003373 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831971), count: 6, class_loss = 0.166905, iou_loss = 0.113778, total_loss = 0.280683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.807577), count: 1, class_loss = 0.005028, iou_loss = 0.022334, total_loss = 0.027362 \n"," total_bbox = 29280, rewritten_bbox = 0.000000 % \n","\u001b]2;3865/4000: loss=0.1 hours left=0.0\u0007\n"," 3865: 0.103806, 0.097929 avg loss, 0.000010 rate, 0.636045 seconds, 30920 images, 0.036855 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820062), count: 6, class_loss = 0.153837, iou_loss = 0.077669, total_loss = 0.231506 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895152), count: 2, class_loss = 0.155310, iou_loss = 0.022018, total_loss = 0.177328 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 29288, rewritten_bbox = 0.000000 % \n","\u001b]2;3866/4000: loss=0.1 hours left=0.0\u0007\n"," 3866: 0.136279, 0.101764 avg loss, 0.000010 rate, 0.641791 seconds, 30928 images, 0.036725 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806429), count: 5, class_loss = 0.004234, iou_loss = 0.057947, total_loss = 0.062181 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.967762), count: 1, class_loss = 0.006662, iou_loss = 0.000651, total_loss = 0.007314 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521700), count: 1, class_loss = 0.115711, iou_loss = 0.086596, total_loss = 0.202307 \n"," total_bbox = 29295, rewritten_bbox = 0.000000 % \n","\u001b]2;3867/4000: loss=0.1 hours left=0.0\u0007\n"," 3867: 0.090600, 0.100647 avg loss, 0.000010 rate, 0.645852 seconds, 30936 images, 0.036597 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.918492), count: 3, class_loss = 0.008918, iou_loss = 0.006492, total_loss = 0.015410 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844838), count: 4, class_loss = 0.002043, iou_loss = 0.025019, total_loss = 0.027062 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.928601), count: 1, class_loss = 0.010047, iou_loss = 0.001891, total_loss = 0.011939 \n"," total_bbox = 29303, rewritten_bbox = 0.000000 % \n","\u001b]2;3868/4000: loss=0.0 hours left=0.0\u0007\n"," 3868: 0.018137, 0.092396 avg loss, 0.000010 rate, 0.649356 seconds, 30944 images, 0.036470 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868234), count: 4, class_loss = 0.004605, iou_loss = 0.022276, total_loss = 0.026880 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879473), count: 4, class_loss = 0.100861, iou_loss = 0.033955, total_loss = 0.134815 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 29311, rewritten_bbox = 0.000000 % \n","\u001b]2;3869/4000: loss=0.1 hours left=0.0\u0007\n"," 3869: 0.053900, 0.088547 avg loss, 0.000010 rate, 0.649205 seconds, 30952 images, 0.036343 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856117), count: 3, class_loss = 0.009842, iou_loss = 0.022905, total_loss = 0.032747 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.887236), count: 5, class_loss = 0.056206, iou_loss = 0.025605, total_loss = 0.081811 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000068, iou_loss = 0.000000, total_loss = 0.000068 \n"," total_bbox = 29319, rewritten_bbox = 0.000000 % \n","\u001b]2;3870/4000: loss=0.0 hours left=0.0\u0007\n"," 3870: 0.038209, 0.083513 avg loss, 0.000010 rate, 0.647718 seconds, 30960 images, 0.036216 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 320 x 320 \n"," try to allocate additional workspace_size = 177.24 MB \n"," CUDA allocate done! \n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.020129, iou_loss = 0.000000, total_loss = 0.020129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866420), count: 5, class_loss = 0.153736, iou_loss = 0.030780, total_loss = 0.184516 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.961476), count: 1, class_loss = 0.000130, iou_loss = 0.001400, total_loss = 0.001530 \n"," total_bbox = 29325, rewritten_bbox = 0.000000 % \n","\u001b]2;3871/4000: loss=0.1 hours left=0.0\u0007\n"," 3871: 0.068725, 0.082034 avg loss, 0.000010 rate, 0.174372 seconds, 30968 images, 0.036088 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816245), count: 3, class_loss = 0.164797, iou_loss = 0.025385, total_loss = 0.190181 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869022), count: 4, class_loss = 0.008021, iou_loss = 0.025854, total_loss = 0.033876 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29332, rewritten_bbox = 0.000000 % \n","\u001b]2;3872/4000: loss=0.1 hours left=0.0\u0007\n"," 3872: 0.074686, 0.081299 avg loss, 0.000010 rate, 0.301563 seconds, 30976 images, 0.035789 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772367), count: 3, class_loss = 0.313301, iou_loss = 0.081344, total_loss = 0.394645 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.754964), count: 5, class_loss = 0.048876, iou_loss = 0.187448, total_loss = 0.236325 \n"," total_bbox = 29340, rewritten_bbox = 0.000000 % \n","\u001b]2;3873/4000: loss=0.2 hours left=0.0\u0007\n"," 3873: 0.210324, 0.094202 avg loss, 0.000010 rate, 0.303722 seconds, 30984 images, 0.035539 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.592911), count: 3, class_loss = 0.295166, iou_loss = 0.275187, total_loss = 0.570353 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.811332), count: 5, class_loss = 0.128871, iou_loss = 0.157710, total_loss = 0.286581 \n"," total_bbox = 29348, rewritten_bbox = 0.000000 % \n","\u001b]2;3874/4000: loss=0.3 hours left=0.0\u0007\n"," 3874: 0.285648, 0.113346 avg loss, 0.000010 rate, 0.321055 seconds, 30992 images, 0.035291 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858152), count: 6, class_loss = 0.096379, iou_loss = 0.061223, total_loss = 0.157602 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.856591), count: 1, class_loss = 0.007205, iou_loss = 0.014598, total_loss = 0.021804 \n"," total_bbox = 29355, rewritten_bbox = 0.000000 % \n","\u001b]2;3875/4000: loss=0.1 hours left=0.0\u0007\n"," 3875: 0.059802, 0.107992 avg loss, 0.000010 rate, 0.301116 seconds, 31000 images, 0.035050 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863751), count: 1, class_loss = 0.001445, iou_loss = 0.005058, total_loss = 0.006503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864027), count: 5, class_loss = 0.078031, iou_loss = 0.045019, total_loss = 0.123051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516293), count: 1, class_loss = 0.000753, iou_loss = 0.096161, total_loss = 0.096915 \n"," total_bbox = 29362, rewritten_bbox = 0.000000 % \n","\u001b]2;3876/4000: loss=0.1 hours left=0.0\u0007\n"," 3876: 0.075489, 0.104742 avg loss, 0.000010 rate, 0.303324 seconds, 31008 images, 0.034804 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000928, iou_loss = 0.000000, total_loss = 0.000928 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847289), count: 4, class_loss = 0.091279, iou_loss = 0.044143, total_loss = 0.135422 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854488), count: 3, class_loss = 0.079336, iou_loss = 0.018521, total_loss = 0.097857 \n"," total_bbox = 29369, rewritten_bbox = 0.000000 % \n","\u001b]2;3877/4000: loss=0.1 hours left=0.0\u0007\n"," 3877: 0.078069, 0.102074 avg loss, 0.000010 rate, 0.309831 seconds, 31016 images, 0.034561 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789103), count: 3, class_loss = 0.075226, iou_loss = 0.045180, total_loss = 0.120406 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678929), count: 5, class_loss = 0.150408, iou_loss = 0.442878, total_loss = 0.593286 \n"," total_bbox = 29377, rewritten_bbox = 0.000000 % \n","\u001b]2;3878/4000: loss=0.2 hours left=0.0\u0007\n"," 3878: 0.237901, 0.115657 avg loss, 0.000010 rate, 0.304690 seconds, 31024 images, 0.034321 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858027), count: 4, class_loss = 0.003009, iou_loss = 0.026961, total_loss = 0.029971 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.705517), count: 3, class_loss = 0.013196, iou_loss = 0.102728, total_loss = 0.115924 \n"," total_bbox = 29384, rewritten_bbox = 0.000000 % \n","\u001b]2;3879/4000: loss=0.0 hours left=0.0\u0007\n"," 3879: 0.048632, 0.108955 avg loss, 0.000010 rate, 0.303664 seconds, 31032 images, 0.034081 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865992), count: 2, class_loss = 0.000805, iou_loss = 0.017884, total_loss = 0.018689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842642), count: 2, class_loss = 0.019421, iou_loss = 0.014422, total_loss = 0.033843 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.760265), count: 4, class_loss = 0.134077, iou_loss = 0.160000, total_loss = 0.294078 \n"," total_bbox = 29392, rewritten_bbox = 0.000000 % \n","\u001b]2;3880/4000: loss=0.1 hours left=0.0\u0007\n"," 3880: 0.115537, 0.109613 avg loss, 0.000010 rate, 0.304816 seconds, 31040 images, 0.033842 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 576 x 576 \n"," try to allocate additional workspace_size = 287.83 MB \n"," CUDA allocate done! \n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761315), count: 2, class_loss = 0.126578, iou_loss = 0.052909, total_loss = 0.179486 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877518), count: 5, class_loss = 0.000354, iou_loss = 0.029350, total_loss = 0.029704 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 29399, rewritten_bbox = 0.000000 % \n","\u001b]2;3881/4000: loss=0.1 hours left=0.0\u0007\n"," 3881: 0.069731, 0.105625 avg loss, 0.000010 rate, 0.515673 seconds, 31048 images, 0.033606 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788921), count: 4, class_loss = 0.136311, iou_loss = 0.107483, total_loss = 0.243794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871753), count: 4, class_loss = 0.130293, iou_loss = 0.033501, total_loss = 0.163794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 29407, rewritten_bbox = 0.000000 % \n","\u001b]2;3882/4000: loss=0.1 hours left=0.0\u0007\n"," 3882: 0.135864, 0.108649 avg loss, 0.000010 rate, 0.889643 seconds, 31056 images, 0.033440 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878107), count: 6, class_loss = 0.062146, iou_loss = 0.039092, total_loss = 0.101238 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852918), count: 2, class_loss = 0.062057, iou_loss = 0.014847, total_loss = 0.076904 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n"," total_bbox = 29415, rewritten_bbox = 0.000000 % \n","\u001b]2;3883/4000: loss=0.1 hours left=0.0\u0007\n"," 3883: 0.059387, 0.103722 avg loss, 0.000010 rate, 0.892095 seconds, 31064 images, 0.033397 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758168), count: 1, class_loss = 0.016045, iou_loss = 0.023533, total_loss = 0.039578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857386), count: 5, class_loss = 0.004825, iou_loss = 0.036908, total_loss = 0.041733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006203, iou_loss = 0.000000, total_loss = 0.006203 \n"," total_bbox = 29421, rewritten_bbox = 0.000000 % \n","\u001b]2;3884/4000: loss=0.0 hours left=0.0\u0007\n"," 3884: 0.029171, 0.096267 avg loss, 0.000010 rate, 0.896313 seconds, 31072 images, 0.033353 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856101), count: 3, class_loss = 0.028189, iou_loss = 0.018457, total_loss = 0.046646 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810408), count: 4, class_loss = 0.112470, iou_loss = 0.092429, total_loss = 0.204899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n"," total_bbox = 29428, rewritten_bbox = 0.000000 % \n","\u001b]2;3885/4000: loss=0.1 hours left=0.0\u0007\n"," 3885: 0.083860, 0.095027 avg loss, 0.000010 rate, 0.896700 seconds, 31080 images, 0.033309 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865860), count: 4, class_loss = 0.002356, iou_loss = 0.027731, total_loss = 0.030087 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864007), count: 3, class_loss = 0.005623, iou_loss = 0.025213, total_loss = 0.030836 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001311, iou_loss = 0.000000, total_loss = 0.001311 \n"," total_bbox = 29435, rewritten_bbox = 0.000000 % \n","\u001b]2;3886/4000: loss=0.0 hours left=0.0\u0007\n"," 3886: 0.020745, 0.087598 avg loss, 0.000010 rate, 0.901299 seconds, 31088 images, 0.033262 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826386), count: 2, class_loss = 0.052716, iou_loss = 0.024847, total_loss = 0.077563 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807933), count: 5, class_loss = 0.053033, iou_loss = 0.080000, total_loss = 0.133033 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002825, iou_loss = 0.000000, total_loss = 0.002825 \n"," total_bbox = 29442, rewritten_bbox = 0.000000 % \n","\u001b]2;3887/4000: loss=0.1 hours left=0.0\u0007\n"," 3887: 0.071141, 0.085953 avg loss, 0.000010 rate, 0.896570 seconds, 31096 images, 0.033215 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887898), count: 4, class_loss = 0.014224, iou_loss = 0.012623, total_loss = 0.026847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800001), count: 4, class_loss = 0.072146, iou_loss = 0.063005, total_loss = 0.135151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 29450, rewritten_bbox = 0.000000 % \n","\u001b]2;3888/4000: loss=0.1 hours left=0.0\u0007\n"," 3888: 0.054002, 0.082758 avg loss, 0.000010 rate, 0.903501 seconds, 31104 images, 0.033164 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814849), count: 2, class_loss = 0.033857, iou_loss = 0.028713, total_loss = 0.062570 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720325), count: 6, class_loss = 0.253624, iou_loss = 0.445101, total_loss = 0.698724 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000281, iou_loss = 0.000000, total_loss = 0.000281 \n"," total_bbox = 29458, rewritten_bbox = 0.000000 % \n","\u001b]2;3889/4000: loss=0.3 hours left=0.0\u0007\n"," 3889: 0.253858, 0.099868 avg loss, 0.000010 rate, 0.894489 seconds, 31112 images, 0.033114 hours left\n","Loaded: 0.000104 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808786), count: 4, class_loss = 0.146837, iou_loss = 0.055318, total_loss = 0.202155 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860225), count: 4, class_loss = 0.026412, iou_loss = 0.039142, total_loss = 0.065554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000582, iou_loss = 0.000000, total_loss = 0.000582 \n"," total_bbox = 29466, rewritten_bbox = 0.000000 % \n","\u001b]2;3890/4000: loss=0.1 hours left=0.0\u0007\n"," 3890: 0.089430, 0.098824 avg loss, 0.000010 rate, 0.892362 seconds, 31120 images, 0.033058 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881300), count: 2, class_loss = 0.000113, iou_loss = 0.013606, total_loss = 0.013719 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.795921), count: 4, class_loss = 0.185593, iou_loss = 0.076818, total_loss = 0.262411 \n"," total_bbox = 29472, rewritten_bbox = 0.000000 % \n","\u001b]2;3891/4000: loss=0.1 hours left=0.0\u0007\n"," 3891: 0.092044, 0.098146 avg loss, 0.000010 rate, 0.201460 seconds, 31128 images, 0.033000 hours left\n","Loaded: 0.000116 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852842), count: 5, class_loss = 0.267746, iou_loss = 0.046406, total_loss = 0.314152 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.850352), count: 3, class_loss = 0.039496, iou_loss = 0.032636, total_loss = 0.072132 \n"," total_bbox = 29480, rewritten_bbox = 0.000000 % \n","\u001b]2;3892/4000: loss=0.1 hours left=0.0\u0007\n"," 3892: 0.128762, 0.101207 avg loss, 0.000010 rate, 0.352195 seconds, 31136 images, 0.032731 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.881973), count: 2, class_loss = 0.000889, iou_loss = 0.006390, total_loss = 0.007279 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819086), count: 6, class_loss = 0.137066, iou_loss = 0.092719, total_loss = 0.229785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004688, iou_loss = 0.000000, total_loss = 0.004688 \n"," total_bbox = 29488, rewritten_bbox = 0.000000 % \n","\u001b]2;3893/4000: loss=0.1 hours left=0.0\u0007\n"," 3893: 0.080584, 0.099145 avg loss, 0.000010 rate, 0.363871 seconds, 31144 images, 0.032510 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820258), count: 7, class_loss = 0.207112, iou_loss = 0.109438, total_loss = 0.316550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.858561), count: 1, class_loss = 0.002117, iou_loss = 0.005843, total_loss = 0.007960 \n"," total_bbox = 29496, rewritten_bbox = 0.000000 % \n","\u001b]2;3894/4000: loss=0.1 hours left=0.0\u0007\n"," 3894: 0.108170, 0.100048 avg loss, 0.000010 rate, 0.359634 seconds, 31152 images, 0.032293 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875949), count: 2, class_loss = 0.000324, iou_loss = 0.011193, total_loss = 0.011518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.880984), count: 6, class_loss = 0.010245, iou_loss = 0.057747, total_loss = 0.067992 \n"," total_bbox = 29503, rewritten_bbox = 0.000000 % \n","\u001b]2;3895/4000: loss=0.0 hours left=0.0\u0007\n"," 3895: 0.026503, 0.092693 avg loss, 0.000010 rate, 0.355524 seconds, 31160 images, 0.032076 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848217), count: 4, class_loss = 0.000053, iou_loss = 0.026451, total_loss = 0.026504 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.808093), count: 3, class_loss = 0.035092, iou_loss = 0.067490, total_loss = 0.102582 \n"," total_bbox = 29510, rewritten_bbox = 0.000000 % \n","\u001b]2;3896/4000: loss=0.0 hours left=0.0\u0007\n"," 3896: 0.043029, 0.087727 avg loss, 0.000010 rate, 0.357223 seconds, 31168 images, 0.031859 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811105), count: 5, class_loss = 0.035779, iou_loss = 0.062776, total_loss = 0.098555 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.687065), count: 3, class_loss = 0.101145, iou_loss = 0.155157, total_loss = 0.256301 \n"," total_bbox = 29518, rewritten_bbox = 0.000000 % \n","\u001b]2;3897/4000: loss=0.1 hours left=0.0\u0007\n"," 3897: 0.118286, 0.090783 avg loss, 0.000010 rate, 0.358335 seconds, 31176 images, 0.031643 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723819), count: 1, class_loss = 0.022510, iou_loss = 0.051117, total_loss = 0.073627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849519), count: 3, class_loss = 0.312176, iou_loss = 0.026435, total_loss = 0.338612 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.706362), count: 2, class_loss = 0.035113, iou_loss = 0.100218, total_loss = 0.135331 \n"," total_bbox = 29524, rewritten_bbox = 0.000000 % \n","\u001b]2;3898/4000: loss=0.2 hours left=0.0\u0007\n"," 3898: 0.182523, 0.099957 avg loss, 0.000010 rate, 0.354029 seconds, 31184 images, 0.031430 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864859), count: 1, class_loss = 0.000181, iou_loss = 0.006694, total_loss = 0.006875 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878656), count: 3, class_loss = 0.032643, iou_loss = 0.013226, total_loss = 0.045870 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789895), count: 4, class_loss = 0.052050, iou_loss = 0.083626, total_loss = 0.135676 \n"," total_bbox = 29532, rewritten_bbox = 0.000000 % \n","\u001b]2;3899/4000: loss=0.1 hours left=0.0\u0007\n"," 3899: 0.062807, 0.096242 avg loss, 0.000010 rate, 0.357378 seconds, 31192 images, 0.031216 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.029157, iou_loss = 0.000000, total_loss = 0.029157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805231), count: 5, class_loss = 0.021941, iou_loss = 0.057808, total_loss = 0.079749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.708031), count: 3, class_loss = 0.202153, iou_loss = 0.083545, total_loss = 0.285699 \n"," total_bbox = 29540, rewritten_bbox = 0.000000 % \n","\u001b]2;3900/4000: loss=0.1 hours left=0.0\u0007\n"," 3900: 0.131535, 0.099771 avg loss, 0.000010 rate, 0.356873 seconds, 31200 images, 0.031004 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 150.99 MB \n"," CUDA allocate done! \n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785349), count: 1, class_loss = 0.000005, iou_loss = 0.008938, total_loss = 0.008943 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900516), count: 3, class_loss = 0.125298, iou_loss = 0.007648, total_loss = 0.132945 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.843536), count: 4, class_loss = 0.032305, iou_loss = 0.050445, total_loss = 0.082749 \n"," total_bbox = 29548, rewritten_bbox = 0.000000 % \n","\u001b]2;3901/4000: loss=0.1 hours left=0.0\u0007\n"," 3901: 0.074879, 0.097282 avg loss, 0.000010 rate, 0.198709 seconds, 31208 images, 0.030793 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813162), count: 6, class_loss = 0.200529, iou_loss = 0.087076, total_loss = 0.287604 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.842196), count: 2, class_loss = 0.021463, iou_loss = 0.029185, total_loss = 0.050648 \n"," total_bbox = 29556, rewritten_bbox = 0.000000 % \n","\u001b]2;3902/4000: loss=0.1 hours left=0.0\u0007\n"," 3902: 0.112759, 0.098830 avg loss, 0.000010 rate, 0.351470 seconds, 31216 images, 0.030540 hours left\n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789102), count: 3, class_loss = 0.070198, iou_loss = 0.054181, total_loss = 0.124379 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736041), count: 5, class_loss = 0.157247, iou_loss = 0.160502, total_loss = 0.317748 \n"," total_bbox = 29564, rewritten_bbox = 0.000000 % \n","\u001b]2;3903/4000: loss=0.1 hours left=0.0\u0007\n"," 3903: 0.147376, 0.103684 avg loss, 0.000010 rate, 0.361693 seconds, 31224 images, 0.030330 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829455), count: 5, class_loss = 0.002487, iou_loss = 0.068577, total_loss = 0.071064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.792387), count: 2, class_loss = 0.041622, iou_loss = 0.030819, total_loss = 0.072442 \n"," total_bbox = 29571, rewritten_bbox = 0.000000 % \n","\u001b]2;3904/4000: loss=0.0 hours left=0.0\u0007\n"," 3904: 0.047838, 0.098100 avg loss, 0.000010 rate, 0.356910 seconds, 31232 images, 0.030124 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842851), count: 1, class_loss = 0.143116, iou_loss = 0.005072, total_loss = 0.148187 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726072), count: 4, class_loss = 0.250066, iou_loss = 0.130768, total_loss = 0.380834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.792826), count: 2, class_loss = 0.124238, iou_loss = 0.048662, total_loss = 0.172900 \n"," total_bbox = 29578, rewritten_bbox = 0.000000 % \n","\u001b]2;3905/4000: loss=0.2 hours left=0.0\u0007\n"," 3905: 0.233974, 0.111687 avg loss, 0.000010 rate, 0.352369 seconds, 31240 images, 0.029918 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805555), count: 1, class_loss = 0.006770, iou_loss = 0.008682, total_loss = 0.015451 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858071), count: 4, class_loss = 0.003860, iou_loss = 0.026950, total_loss = 0.030810 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.470726), count: 2, class_loss = 0.175676, iou_loss = 0.041733, total_loss = 0.217410 \n"," total_bbox = 29585, rewritten_bbox = 0.000000 % \n","\u001b]2;3906/4000: loss=0.1 hours left=0.0\u0007\n"," 3906: 0.087890, 0.109307 avg loss, 0.000010 rate, 0.361388 seconds, 31248 images, 0.029712 hours left\n","Loaded: 0.000129 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852079), count: 3, class_loss = 0.058647, iou_loss = 0.019104, total_loss = 0.077751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838225), count: 3, class_loss = 0.004221, iou_loss = 0.023243, total_loss = 0.027464 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776301), count: 1, class_loss = 0.006069, iou_loss = 0.049510, total_loss = 0.055578 \n"," total_bbox = 29592, rewritten_bbox = 0.000000 % \n","\u001b]2;3907/4000: loss=0.1 hours left=0.0\u0007\n"," 3907: 0.053598, 0.103736 avg loss, 0.000010 rate, 0.357740 seconds, 31256 images, 0.029509 hours left\n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880432), count: 4, class_loss = 0.044121, iou_loss = 0.018411, total_loss = 0.062532 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.831759), count: 3, class_loss = 0.091951, iou_loss = 0.031252, total_loss = 0.123202 \n"," total_bbox = 29599, rewritten_bbox = 0.000000 % \n","\u001b]2;3908/4000: loss=0.1 hours left=0.0\u0007\n"," 3908: 0.061912, 0.099554 avg loss, 0.000010 rate, 0.352271 seconds, 31264 images, 0.029306 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.909282), count: 1, class_loss = 0.000006, iou_loss = 0.001655, total_loss = 0.001661 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770453), count: 5, class_loss = 0.137678, iou_loss = 0.096993, total_loss = 0.234672 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.855003), count: 2, class_loss = 0.144047, iou_loss = 0.040528, total_loss = 0.184575 \n"," total_bbox = 29607, rewritten_bbox = 0.000000 % \n","\u001b]2;3909/4000: loss=0.1 hours left=0.0\u0007\n"," 3909: 0.140302, 0.103629 avg loss, 0.000010 rate, 0.363386 seconds, 31272 images, 0.029103 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846598), count: 3, class_loss = 0.080280, iou_loss = 0.018942, total_loss = 0.099222 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.855114), count: 5, class_loss = 0.135188, iou_loss = 0.053495, total_loss = 0.188682 \n"," total_bbox = 29615, rewritten_bbox = 0.000000 % \n","\u001b]2;3910/4000: loss=0.1 hours left=0.0\u0007\n"," 3910: 0.095968, 0.102863 avg loss, 0.000010 rate, 0.357928 seconds, 31280 images, 0.028904 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783625), count: 5, class_loss = 0.085498, iou_loss = 0.092236, total_loss = 0.177733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777125), count: 2, class_loss = 0.065620, iou_loss = 0.050749, total_loss = 0.116369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.684484), count: 1, class_loss = 0.001582, iou_loss = 0.030224, total_loss = 0.031806 \n"," total_bbox = 29623, rewritten_bbox = 0.000000 % \n","\u001b]2;3911/4000: loss=0.1 hours left=0.0\u0007\n"," 3911: 0.108636, 0.103440 avg loss, 0.000010 rate, 0.574534 seconds, 31288 images, 0.028705 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743655), count: 4, class_loss = 0.032341, iou_loss = 0.166586, total_loss = 0.198927 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836076), count: 1, class_loss = 0.014530, iou_loss = 0.015795, total_loss = 0.030325 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022255, iou_loss = 0.000000, total_loss = 0.022255 \n"," total_bbox = 29628, rewritten_bbox = 0.000000 % \n","\u001b]2;3912/4000: loss=0.1 hours left=0.0\u0007\n"," 3912: 0.083836, 0.101480 avg loss, 0.000010 rate, 1.007610 seconds, 31296 images, 0.028560 hours left\n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857364), count: 4, class_loss = 0.025540, iou_loss = 0.040926, total_loss = 0.066466 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877339), count: 4, class_loss = 0.006274, iou_loss = 0.024596, total_loss = 0.030870 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000084, iou_loss = 0.000000, total_loss = 0.000084 \n"," total_bbox = 29636, rewritten_bbox = 0.000000 % \n","\u001b]2;3913/4000: loss=0.0 hours left=0.0\u0007\n"," 3913: 0.032473, 0.094579 avg loss, 0.000010 rate, 1.005486 seconds, 31304 images, 0.028521 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824881), count: 4, class_loss = 0.202188, iou_loss = 0.090412, total_loss = 0.292600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850311), count: 4, class_loss = 0.006134, iou_loss = 0.043662, total_loss = 0.049796 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29644, rewritten_bbox = 0.000000 % \n","\u001b]2;3914/4000: loss=0.1 hours left=0.0\u0007\n"," 3914: 0.114132, 0.096534 avg loss, 0.000010 rate, 1.011733 seconds, 31312 images, 0.028478 hours left\n","Loaded: 0.000090 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843902), count: 6, class_loss = 0.009260, iou_loss = 0.044505, total_loss = 0.053765 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812986), count: 2, class_loss = 0.033448, iou_loss = 0.022342, total_loss = 0.055790 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000550, iou_loss = 0.000000, total_loss = 0.000550 \n"," total_bbox = 29652, rewritten_bbox = 0.000000 % \n","\u001b]2;3915/4000: loss=0.0 hours left=0.0\u0007\n"," 3915: 0.036702, 0.090551 avg loss, 0.000010 rate, 1.012302 seconds, 31320 images, 0.028435 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822789), count: 5, class_loss = 0.123008, iou_loss = 0.080637, total_loss = 0.203645 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766461), count: 2, class_loss = 0.014970, iou_loss = 0.042387, total_loss = 0.057357 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000262, iou_loss = 0.000000, total_loss = 0.000262 \n"," total_bbox = 29659, rewritten_bbox = 0.000000 % \n","\u001b]2;3916/4000: loss=0.1 hours left=0.0\u0007\n"," 3916: 0.087088, 0.090205 avg loss, 0.000010 rate, 1.013593 seconds, 31328 images, 0.028390 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761049), count: 5, class_loss = 0.194594, iou_loss = 0.096216, total_loss = 0.290810 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848873), count: 3, class_loss = 0.086562, iou_loss = 0.025290, total_loss = 0.111852 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001266, iou_loss = 0.000000, total_loss = 0.001266 \n"," total_bbox = 29667, rewritten_bbox = 0.000000 % \n","\u001b]2;3917/4000: loss=0.1 hours left=0.0\u0007\n"," 3917: 0.134643, 0.094649 avg loss, 0.000010 rate, 1.005171 seconds, 31336 images, 0.028343 hours left\n","Loaded: 0.000100 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855752), count: 5, class_loss = 0.149320, iou_loss = 0.052944, total_loss = 0.202264 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686506), count: 2, class_loss = 0.233119, iou_loss = 0.129517, total_loss = 0.362636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000126, iou_loss = 0.000000, total_loss = 0.000126 \n"," total_bbox = 29674, rewritten_bbox = 0.000000 % \n","\u001b]2;3918/4000: loss=0.2 hours left=0.0\u0007\n"," 3918: 0.188342, 0.104018 avg loss, 0.000010 rate, 1.010277 seconds, 31344 images, 0.028291 hours left\n","Loaded: 0.000130 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866783), count: 4, class_loss = 0.008283, iou_loss = 0.023881, total_loss = 0.032163 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882304), count: 3, class_loss = 0.001359, iou_loss = 0.019731, total_loss = 0.021090 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001945, iou_loss = 0.000000, total_loss = 0.001945 \n"," total_bbox = 29681, rewritten_bbox = 0.000000 % \n","\u001b]2;3919/4000: loss=0.0 hours left=0.0\u0007\n"," 3919: 0.018399, 0.095456 avg loss, 0.000010 rate, 1.005409 seconds, 31352 images, 0.028238 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817285), count: 6, class_loss = 0.382677, iou_loss = 0.067899, total_loss = 0.450575 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.721985), count: 2, class_loss = 0.010989, iou_loss = 0.095701, total_loss = 0.106689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002798, iou_loss = 0.000000, total_loss = 0.002798 \n"," total_bbox = 29689, rewritten_bbox = 0.000000 % \n","\u001b]2;3920/4000: loss=0.2 hours left=0.0\u0007\n"," 3920: 0.186687, 0.104579 avg loss, 0.000010 rate, 1.015985 seconds, 31360 images, 0.028182 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.933420), count: 1, class_loss = 0.000002, iou_loss = 0.001020, total_loss = 0.001021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850528), count: 5, class_loss = 0.019936, iou_loss = 0.051995, total_loss = 0.071931 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n"," total_bbox = 29695, rewritten_bbox = 0.000000 % \n","\u001b]2;3921/4000: loss=0.0 hours left=0.0\u0007\n"," 3921: 0.024322, 0.096553 avg loss, 0.000010 rate, 0.658156 seconds, 31368 images, 0.028126 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824821), count: 4, class_loss = 0.116743, iou_loss = 0.075395, total_loss = 0.192138 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827508), count: 3, class_loss = 0.003658, iou_loss = 0.022698, total_loss = 0.026356 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.508823), count: 1, class_loss = 0.123460, iou_loss = 0.126141, total_loss = 0.249600 \n"," total_bbox = 29703, rewritten_bbox = 0.000000 % \n","\u001b]2;3922/4000: loss=0.2 hours left=0.0\u0007\n"," 3922: 0.156031, 0.102501 avg loss, 0.000010 rate, 1.010293 seconds, 31376 images, 0.027989 hours left\n","Loaded: 0.000071 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819326), count: 4, class_loss = 0.002010, iou_loss = 0.064931, total_loss = 0.066941 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845526), count: 3, class_loss = 0.024555, iou_loss = 0.029469, total_loss = 0.054024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001298, iou_loss = 0.000000, total_loss = 0.001298 \n"," total_bbox = 29710, rewritten_bbox = 0.000000 % \n","\u001b]2;3923/4000: loss=0.0 hours left=0.0\u0007\n"," 3923: 0.040754, 0.096327 avg loss, 0.000010 rate, 1.013476 seconds, 31384 images, 0.027928 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788250), count: 6, class_loss = 0.197596, iou_loss = 0.108743, total_loss = 0.306339 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775892), count: 2, class_loss = 0.309803, iou_loss = 0.043425, total_loss = 0.353229 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000573, iou_loss = 0.000000, total_loss = 0.000573 \n"," total_bbox = 29718, rewritten_bbox = 0.000000 % \n","\u001b]2;3924/4000: loss=0.2 hours left=0.0\u0007\n"," 3924: 0.220047, 0.108699 avg loss, 0.000010 rate, 1.011826 seconds, 31392 images, 0.027866 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852484), count: 1, class_loss = 0.095883, iou_loss = 0.004787, total_loss = 0.100670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857567), count: 6, class_loss = 0.006650, iou_loss = 0.034491, total_loss = 0.041141 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29725, rewritten_bbox = 0.000000 % \n","\u001b]2;3925/4000: loss=0.0 hours left=0.0\u0007\n"," 3925: 0.047271, 0.102556 avg loss, 0.000010 rate, 1.003924 seconds, 31400 images, 0.027801 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828767), count: 3, class_loss = 0.102935, iou_loss = 0.018922, total_loss = 0.121857 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825449), count: 3, class_loss = 0.036404, iou_loss = 0.055552, total_loss = 0.091956 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29731, rewritten_bbox = 0.000000 % \n","\u001b]2;3926/4000: loss=0.1 hours left=0.0\u0007\n"," 3926: 0.071271, 0.099427 avg loss, 0.000010 rate, 1.009407 seconds, 31408 images, 0.027732 hours left\n","Loaded: 0.000097 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855933), count: 5, class_loss = 0.076868, iou_loss = 0.057113, total_loss = 0.133981 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725580), count: 2, class_loss = 0.003941, iou_loss = 0.056212, total_loss = 0.060153 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002138, iou_loss = 0.000000, total_loss = 0.002138 \n"," total_bbox = 29738, rewritten_bbox = 0.000000 % \n","\u001b]2;3927/4000: loss=0.1 hours left=0.0\u0007\n"," 3927: 0.065424, 0.096027 avg loss, 0.000010 rate, 1.010125 seconds, 31416 images, 0.027662 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766287), count: 3, class_loss = 0.107343, iou_loss = 0.060198, total_loss = 0.167540 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849423), count: 5, class_loss = 0.028535, iou_loss = 0.060007, total_loss = 0.088542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000157, iou_loss = 0.000000, total_loss = 0.000157 \n"," total_bbox = 29746, rewritten_bbox = 0.000000 % \n","\u001b]2;3928/4000: loss=0.1 hours left=0.0\u0007\n"," 3928: 0.085413, 0.094966 avg loss, 0.000010 rate, 1.009837 seconds, 31424 images, 0.027590 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853877), count: 3, class_loss = 0.000095, iou_loss = 0.018928, total_loss = 0.019023 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801025), count: 4, class_loss = 0.091952, iou_loss = 0.054555, total_loss = 0.146506 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29753, rewritten_bbox = 0.000000 % \n","\u001b]2;3929/4000: loss=0.1 hours left=0.0\u0007\n"," 3929: 0.055177, 0.090987 avg loss, 0.000010 rate, 1.012375 seconds, 31432 images, 0.027516 hours left\n","Loaded: 0.000094 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726978), count: 3, class_loss = 0.069580, iou_loss = 0.112024, total_loss = 0.181604 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876705), count: 5, class_loss = 0.000431, iou_loss = 0.028317, total_loss = 0.028748 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29761, rewritten_bbox = 0.000000 % \n","\u001b]2;3930/4000: loss=0.1 hours left=0.0\u0007\n"," 3930: 0.070118, 0.088900 avg loss, 0.000010 rate, 1.012957 seconds, 31440 images, 0.027441 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834294), count: 5, class_loss = 0.057654, iou_loss = 0.048760, total_loss = 0.106414 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888689), count: 3, class_loss = 0.000365, iou_loss = 0.013786, total_loss = 0.014151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000097, iou_loss = 0.000000, total_loss = 0.000097 \n"," total_bbox = 29769, rewritten_bbox = 0.000000 % \n","\u001b]2;3931/4000: loss=0.0 hours left=0.0\u0007\n"," 3931: 0.040221, 0.084032 avg loss, 0.000010 rate, 0.663206 seconds, 31448 images, 0.027364 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800112), count: 2, class_loss = 0.009621, iou_loss = 0.026597, total_loss = 0.036219 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865709), count: 5, class_loss = 0.007852, iou_loss = 0.033187, total_loss = 0.041039 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n"," total_bbox = 29776, rewritten_bbox = 0.000000 % \n","\u001b]2;3932/4000: loss=0.0 hours left=0.0\u0007\n"," 3932: 0.025753, 0.078204 avg loss, 0.000010 rate, 1.016432 seconds, 31456 images, 0.027217 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865736), count: 4, class_loss = 0.001304, iou_loss = 0.027531, total_loss = 0.028835 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766722), count: 3, class_loss = 0.127930, iou_loss = 0.086713, total_loss = 0.214643 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.683915), count: 1, class_loss = 0.126443, iou_loss = 0.043659, total_loss = 0.170102 \n"," total_bbox = 29784, rewritten_bbox = 0.000000 % \n","\u001b]2;3933/4000: loss=0.1 hours left=0.0\u0007\n"," 3933: 0.137860, 0.084170 avg loss, 0.000010 rate, 1.008362 seconds, 31464 images, 0.027137 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875050), count: 4, class_loss = 0.026223, iou_loss = 0.025300, total_loss = 0.051524 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586753), count: 2, class_loss = 0.128464, iou_loss = 0.238459, total_loss = 0.366923 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.226138), count: 1, class_loss = 0.168903, iou_loss = 0.146795, total_loss = 0.315697 \n"," total_bbox = 29791, rewritten_bbox = 0.000000 % \n","\u001b]2;3934/4000: loss=0.2 hours left=0.0\u0007\n"," 3934: 0.244715, 0.100224 avg loss, 0.000010 rate, 1.012290 seconds, 31472 images, 0.027053 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835239), count: 3, class_loss = 0.347416, iou_loss = 0.032905, total_loss = 0.380321 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892554), count: 5, class_loss = 0.022314, iou_loss = 0.029727, total_loss = 0.052041 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29799, rewritten_bbox = 0.000000 % \n","\u001b]2;3935/4000: loss=0.1 hours left=0.0\u0007\n"," 3935: 0.144121, 0.104614 avg loss, 0.000010 rate, 1.010738 seconds, 31480 images, 0.026968 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826416), count: 6, class_loss = 0.008157, iou_loss = 0.077758, total_loss = 0.085915 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879376), count: 2, class_loss = 0.000914, iou_loss = 0.012174, total_loss = 0.013088 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29807, rewritten_bbox = 0.000000 % \n","\u001b]2;3936/4000: loss=0.0 hours left=0.0\u0007\n"," 3936: 0.033001, 0.097453 avg loss, 0.000010 rate, 1.006443 seconds, 31488 images, 0.026881 hours left\n","Loaded: 0.000099 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821716), count: 6, class_loss = 0.272060, iou_loss = 0.083213, total_loss = 0.355274 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881205), count: 2, class_loss = 0.047120, iou_loss = 0.020148, total_loss = 0.067268 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000500, iou_loss = 0.000000, total_loss = 0.000500 \n"," total_bbox = 29815, rewritten_bbox = 0.000000 % \n","\u001b]2;3937/4000: loss=0.1 hours left=0.0\u0007\n"," 3937: 0.141014, 0.101809 avg loss, 0.000010 rate, 1.010221 seconds, 31496 images, 0.026791 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864922), count: 3, class_loss = 0.019741, iou_loss = 0.036599, total_loss = 0.056340 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886797), count: 3, class_loss = 0.009891, iou_loss = 0.014132, total_loss = 0.024023 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n"," total_bbox = 29821, rewritten_bbox = 0.000000 % \n","\u001b]2;3938/4000: loss=0.0 hours left=0.0\u0007\n"," 3938: 0.026788, 0.094307 avg loss, 0.000010 rate, 1.010123 seconds, 31504 images, 0.026700 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805471), count: 2, class_loss = 0.007274, iou_loss = 0.027382, total_loss = 0.034656 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883036), count: 5, class_loss = 0.023499, iou_loss = 0.026689, total_loss = 0.050189 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000227, iou_loss = 0.000000, total_loss = 0.000227 \n"," total_bbox = 29828, rewritten_bbox = 0.000000 % \n","\u001b]2;3939/4000: loss=0.0 hours left=0.0\u0007\n"," 3939: 0.028357, 0.087712 avg loss, 0.000010 rate, 1.009547 seconds, 31512 images, 0.026607 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784316), count: 5, class_loss = 0.084545, iou_loss = 0.089744, total_loss = 0.174289 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812255), count: 3, class_loss = 0.004201, iou_loss = 0.056059, total_loss = 0.060261 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 29836, rewritten_bbox = 0.000000 % \n","\u001b]2;3940/4000: loss=0.1 hours left=0.0\u0007\n"," 3940: 0.078185, 0.086759 avg loss, 0.000010 rate, 1.007275 seconds, 31520 images, 0.026512 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000056 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872973), count: 2, class_loss = 0.001892, iou_loss = 0.011071, total_loss = 0.012963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869934), count: 5, class_loss = 0.018604, iou_loss = 0.026742, total_loss = 0.045346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29843, rewritten_bbox = 0.000000 % \n","\u001b]2;3941/4000: loss=0.0 hours left=0.0\u0007\n"," 3941: 0.019437, 0.080027 avg loss, 0.000010 rate, 0.584124 seconds, 31528 images, 0.026415 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835513), count: 4, class_loss = 0.003400, iou_loss = 0.041641, total_loss = 0.045040 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872892), count: 3, class_loss = 0.002037, iou_loss = 0.025672, total_loss = 0.027709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n"," total_bbox = 29850, rewritten_bbox = 0.000000 % \n","\u001b]2;3942/4000: loss=0.0 hours left=0.0\u0007\n"," 3942: 0.024259, 0.074450 avg loss, 0.000010 rate, 1.014133 seconds, 31536 images, 0.026246 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806764), count: 5, class_loss = 0.144321, iou_loss = 0.070021, total_loss = 0.214342 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866650), count: 2, class_loss = 0.000483, iou_loss = 0.022798, total_loss = 0.023281 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000099, iou_loss = 0.000000, total_loss = 0.000099 \n"," total_bbox = 29857, rewritten_bbox = 0.000000 % \n","\u001b]2;3943/4000: loss=0.1 hours left=0.0\u0007\n"," 3943: 0.079240, 0.074929 avg loss, 0.000010 rate, 1.019929 seconds, 31544 images, 0.026147 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867781), count: 7, class_loss = 0.109405, iou_loss = 0.034648, total_loss = 0.144053 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884563), count: 1, class_loss = 0.065227, iou_loss = 0.009369, total_loss = 0.074595 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000436, iou_loss = 0.000000, total_loss = 0.000436 \n"," total_bbox = 29865, rewritten_bbox = 0.000000 % \n","\u001b]2;3944/4000: loss=0.1 hours left=0.0\u0007\n"," 3944: 0.073028, 0.074739 avg loss, 0.000010 rate, 1.013525 seconds, 31552 images, 0.026047 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862208), count: 1, class_loss = 0.026506, iou_loss = 0.004761, total_loss = 0.031266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822854), count: 7, class_loss = 0.143388, iou_loss = 0.088847, total_loss = 0.232235 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 29873, rewritten_bbox = 0.000000 % \n","\u001b]2;3945/4000: loss=0.1 hours left=0.0\u0007\n"," 3945: 0.087835, 0.076049 avg loss, 0.000010 rate, 1.007898 seconds, 31560 images, 0.025945 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886434), count: 3, class_loss = 0.000075, iou_loss = 0.016742, total_loss = 0.016818 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864465), count: 3, class_loss = 0.003214, iou_loss = 0.023913, total_loss = 0.027127 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29879, rewritten_bbox = 0.000000 % \n","\u001b]2;3946/4000: loss=0.0 hours left=0.0\u0007\n"," 3946: 0.014649, 0.069909 avg loss, 0.000010 rate, 1.006935 seconds, 31568 images, 0.025839 hours left\n","Loaded: 0.000130 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787663), count: 7, class_loss = 0.021384, iou_loss = 0.105770, total_loss = 0.127154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 29886, rewritten_bbox = 0.000000 % \n","\u001b]2;3947/4000: loss=0.0 hours left=0.0\u0007\n"," 3947: 0.042389, 0.067157 avg loss, 0.000010 rate, 1.011254 seconds, 31576 images, 0.025732 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840770), count: 5, class_loss = 0.030895, iou_loss = 0.048991, total_loss = 0.079887 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820123), count: 3, class_loss = 0.001233, iou_loss = 0.053486, total_loss = 0.054718 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000127, iou_loss = 0.000000, total_loss = 0.000127 \n"," total_bbox = 29894, rewritten_bbox = 0.000000 % \n","\u001b]2;3948/4000: loss=0.0 hours left=0.0\u0007\n"," 3948: 0.044911, 0.064932 avg loss, 0.000010 rate, 1.006950 seconds, 31584 images, 0.025623 hours left\n","Loaded: 0.000089 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850958), count: 5, class_loss = 0.144939, iou_loss = 0.048156, total_loss = 0.193095 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815233), count: 3, class_loss = 0.017753, iou_loss = 0.049504, total_loss = 0.067257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 29902, rewritten_bbox = 0.000000 % \n","\u001b]2;3949/4000: loss=0.1 hours left=0.0\u0007\n"," 3949: 0.086785, 0.067117 avg loss, 0.000010 rate, 1.006131 seconds, 31592 images, 0.025513 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.907846), count: 3, class_loss = 0.012767, iou_loss = 0.006836, total_loss = 0.019602 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839362), count: 4, class_loss = 0.015519, iou_loss = 0.029329, total_loss = 0.044849 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.708008), count: 1, class_loss = 0.120748, iou_loss = 0.044367, total_loss = 0.165115 \n"," total_bbox = 29910, rewritten_bbox = 0.000000 % \n","\u001b]2;3950/4000: loss=0.1 hours left=0.0\u0007\n"," 3950: 0.076522, 0.068058 avg loss, 0.000010 rate, 1.006272 seconds, 31600 images, 0.025400 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821080), count: 2, class_loss = 0.070581, iou_loss = 0.020909, total_loss = 0.091490 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858761), count: 5, class_loss = 0.001053, iou_loss = 0.032266, total_loss = 0.033319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.586842), count: 1, class_loss = 0.123939, iou_loss = 0.078362, total_loss = 0.202300 \n"," total_bbox = 29917, rewritten_bbox = 0.000000 % \n","\u001b]2;3951/4000: loss=0.1 hours left=0.0\u0007\n"," 3951: 0.109036, 0.072156 avg loss, 0.000010 rate, 0.592144 seconds, 31608 images, 0.025286 hours left\n","Loaded: 0.000092 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774552), count: 6, class_loss = 0.301001, iou_loss = 0.113238, total_loss = 0.414238 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814025), count: 2, class_loss = 0.187108, iou_loss = 0.051330, total_loss = 0.238438 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000062, iou_loss = 0.000000, total_loss = 0.000062 \n"," total_bbox = 29925, rewritten_bbox = 0.000000 % \n","\u001b]2;3952/4000: loss=0.2 hours left=0.0\u0007\n"," 3952: 0.217579, 0.086698 avg loss, 0.000010 rate, 1.011810 seconds, 31616 images, 0.025114 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846858), count: 2, class_loss = 0.000396, iou_loss = 0.017358, total_loss = 0.017753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.889542), count: 6, class_loss = 0.223829, iou_loss = 0.033540, total_loss = 0.257369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000108, iou_loss = 0.000000, total_loss = 0.000108 \n"," total_bbox = 29933, rewritten_bbox = 0.000000 % \n","\u001b]2;3953/4000: loss=0.1 hours left=0.0\u0007\n"," 3953: 0.091744, 0.087203 avg loss, 0.000010 rate, 1.007700 seconds, 31624 images, 0.024997 hours left\n","Loaded: 0.000093 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836273), count: 5, class_loss = 0.006613, iou_loss = 0.072874, total_loss = 0.079487 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705547), count: 3, class_loss = 0.207284, iou_loss = 0.155168, total_loss = 0.362453 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002350, iou_loss = 0.000000, total_loss = 0.002350 \n"," total_bbox = 29941, rewritten_bbox = 0.000000 % \n","\u001b]2;3954/4000: loss=0.1 hours left=0.0\u0007\n"," 3954: 0.148096, 0.093292 avg loss, 0.000010 rate, 1.010648 seconds, 31632 images, 0.024879 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.926491), count: 4, class_loss = 0.001944, iou_loss = 0.009038, total_loss = 0.010982 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862208), count: 2, class_loss = 0.001185, iou_loss = 0.018568, total_loss = 0.019753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.709381), count: 2, class_loss = 0.132024, iou_loss = 0.067170, total_loss = 0.199194 \n"," total_bbox = 29949, rewritten_bbox = 0.000000 % \n","\u001b]2;3955/4000: loss=0.1 hours left=0.0\u0007\n"," 3955: 0.076643, 0.091627 avg loss, 0.000010 rate, 1.013276 seconds, 31640 images, 0.024759 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867659), count: 4, class_loss = 0.009379, iou_loss = 0.033908, total_loss = 0.043287 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804902), count: 3, class_loss = 0.076259, iou_loss = 0.053382, total_loss = 0.129641 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.360663), count: 1, class_loss = 0.127513, iou_loss = 0.282235, total_loss = 0.409747 \n"," total_bbox = 29957, rewritten_bbox = 0.000000 % \n","\u001b]2;3956/4000: loss=0.2 hours left=0.0\u0007\n"," 3956: 0.194225, 0.101887 avg loss, 0.000010 rate, 1.007537 seconds, 31648 images, 0.024638 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857886), count: 3, class_loss = 0.233638, iou_loss = 0.028154, total_loss = 0.261792 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818332), count: 3, class_loss = 0.054290, iou_loss = 0.037467, total_loss = 0.091757 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n"," total_bbox = 29963, rewritten_bbox = 0.000000 % \n","\u001b]2;3957/4000: loss=0.1 hours left=0.0\u0007\n"," 3957: 0.117851, 0.103483 avg loss, 0.000010 rate, 1.010453 seconds, 31656 images, 0.024515 hours left\n","Loaded: 0.000088 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810982), count: 4, class_loss = 0.077037, iou_loss = 0.042388, total_loss = 0.119425 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788628), count: 4, class_loss = 0.145529, iou_loss = 0.116574, total_loss = 0.262103 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000277, iou_loss = 0.000000, total_loss = 0.000277 \n"," total_bbox = 29971, rewritten_bbox = 0.000000 % \n","\u001b]2;3958/4000: loss=0.1 hours left=0.0\u0007\n"," 3958: 0.127268, 0.105862 avg loss, 0.000010 rate, 1.007736 seconds, 31664 images, 0.024391 hours left\n","Loaded: 0.000059 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868194), count: 6, class_loss = 0.060449, iou_loss = 0.042673, total_loss = 0.103121 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735345), count: 2, class_loss = 0.150541, iou_loss = 0.054188, total_loss = 0.204729 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000065, iou_loss = 0.000000, total_loss = 0.000065 \n"," total_bbox = 29979, rewritten_bbox = 0.000000 % \n","\u001b]2;3959/4000: loss=0.1 hours left=0.0\u0007\n"," 3959: 0.102638, 0.105539 avg loss, 0.000010 rate, 1.007892 seconds, 31672 images, 0.024264 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910423), count: 3, class_loss = 0.112658, iou_loss = 0.010499, total_loss = 0.123157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852848), count: 5, class_loss = 0.018661, iou_loss = 0.036866, total_loss = 0.055527 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001084, iou_loss = 0.000000, total_loss = 0.001084 \n"," total_bbox = 29987, rewritten_bbox = 0.000000 % \n","\u001b]2;3960/4000: loss=0.1 hours left=0.0\u0007\n"," 3960: 0.059923, 0.100978 avg loss, 0.000010 rate, 1.005106 seconds, 31680 images, 0.024137 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816288), count: 3, class_loss = 0.002986, iou_loss = 0.034964, total_loss = 0.037950 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800650), count: 4, class_loss = 0.027607, iou_loss = 0.067133, total_loss = 0.094740 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000124, iou_loss = 0.000000, total_loss = 0.000124 \n"," total_bbox = 29994, rewritten_bbox = 0.000000 % \n","\u001b]2;3961/4000: loss=0.0 hours left=0.0\u0007\n"," 3961: 0.044271, 0.095307 avg loss, 0.000010 rate, 0.614362 seconds, 31688 images, 0.024007 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.872561), count: 2, class_loss = 0.000060, iou_loss = 0.016427, total_loss = 0.016487 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844595), count: 4, class_loss = 0.005798, iou_loss = 0.028829, total_loss = 0.034627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.676264), count: 1, class_loss = 0.154707, iou_loss = 0.031544, total_loss = 0.186252 \n"," total_bbox = 30001, rewritten_bbox = 0.000000 % \n","\u001b]2;3962/4000: loss=0.1 hours left=0.0\u0007\n"," 3962: 0.079122, 0.093689 avg loss, 0.000010 rate, 1.006850 seconds, 31696 images, 0.023833 hours left\n","Loaded: 0.000080 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830091), count: 2, class_loss = 0.005284, iou_loss = 0.014090, total_loss = 0.019374 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842224), count: 4, class_loss = 0.001772, iou_loss = 0.046261, total_loss = 0.048033 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n"," total_bbox = 30007, rewritten_bbox = 0.000000 % \n","\u001b]2;3963/4000: loss=0.0 hours left=0.0\u0007\n"," 3963: 0.022472, 0.086567 avg loss, 0.000010 rate, 1.001801 seconds, 31704 images, 0.023701 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840741), count: 6, class_loss = 0.061299, iou_loss = 0.092602, total_loss = 0.153902 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.928226), count: 2, class_loss = 0.005713, iou_loss = 0.004035, total_loss = 0.009748 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014530, iou_loss = 0.000000, total_loss = 0.014530 \n"," total_bbox = 30015, rewritten_bbox = 0.000000 % \n","\u001b]2;3964/4000: loss=0.1 hours left=0.0\u0007\n"," 3964: 0.059393, 0.083850 avg loss, 0.000010 rate, 1.006799 seconds, 31712 images, 0.023567 hours left\n","Loaded: 0.000096 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750244), count: 4, class_loss = 0.035739, iou_loss = 0.132123, total_loss = 0.167863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790557), count: 3, class_loss = 0.183508, iou_loss = 0.059325, total_loss = 0.242834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.605144), count: 1, class_loss = 0.000587, iou_loss = 0.041946, total_loss = 0.042533 \n"," total_bbox = 30023, rewritten_bbox = 0.000000 % \n","\u001b]2;3965/4000: loss=0.2 hours left=0.0\u0007\n"," 3965: 0.151076, 0.090572 avg loss, 0.000010 rate, 1.005368 seconds, 31720 images, 0.023432 hours left\n","Loaded: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822551), count: 5, class_loss = 0.000170, iou_loss = 0.056766, total_loss = 0.056936 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836967), count: 2, class_loss = 0.000630, iou_loss = 0.021193, total_loss = 0.021823 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n"," total_bbox = 30030, rewritten_bbox = 0.000000 % \n","\u001b]2;3966/4000: loss=0.0 hours left=0.0\u0007\n"," 3966: 0.026262, 0.084141 avg loss, 0.000010 rate, 1.010630 seconds, 31728 images, 0.023296 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878653), count: 7, class_loss = 0.053774, iou_loss = 0.042290, total_loss = 0.096064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866724), count: 1, class_loss = 0.002216, iou_loss = 0.008400, total_loss = 0.010616 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n"," total_bbox = 30038, rewritten_bbox = 0.000000 % \n","\u001b]2;3967/4000: loss=0.0 hours left=0.0\u0007\n"," 3967: 0.035570, 0.079284 avg loss, 0.000010 rate, 1.007711 seconds, 31736 images, 0.023158 hours left\n","Loaded: 0.000110 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849142), count: 4, class_loss = 0.083137, iou_loss = 0.027398, total_loss = 0.110536 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784606), count: 4, class_loss = 0.065062, iou_loss = 0.105617, total_loss = 0.170679 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 30046, rewritten_bbox = 0.000000 % \n","\u001b]2;3968/4000: loss=0.1 hours left=0.0\u0007\n"," 3968: 0.093739, 0.080730 avg loss, 0.000010 rate, 1.016571 seconds, 31744 images, 0.023019 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809833), count: 3, class_loss = 0.009861, iou_loss = 0.046683, total_loss = 0.056544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870654), count: 2, class_loss = 0.088509, iou_loss = 0.032563, total_loss = 0.121072 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.747900), count: 1, class_loss = 0.135848, iou_loss = 0.019669, total_loss = 0.155517 \n"," total_bbox = 30052, rewritten_bbox = 0.000000 % \n","\u001b]2;3969/4000: loss=0.1 hours left=0.0\u0007\n"," 3969: 0.111044, 0.083761 avg loss, 0.000010 rate, 1.001848 seconds, 31752 images, 0.022879 hours left\n","Loaded: 0.000105 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789894), count: 2, class_loss = 0.002793, iou_loss = 0.033110, total_loss = 0.035902 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862231), count: 6, class_loss = 0.053726, iou_loss = 0.044709, total_loss = 0.098434 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001029, iou_loss = 0.000000, total_loss = 0.001029 \n"," total_bbox = 30060, rewritten_bbox = 0.000000 % \n","\u001b]2;3970/4000: loss=0.0 hours left=0.0\u0007\n"," 3970: 0.045122, 0.079897 avg loss, 0.000010 rate, 1.002744 seconds, 31760 images, 0.022737 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833576), count: 4, class_loss = 0.046081, iou_loss = 0.037652, total_loss = 0.083732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782842), count: 3, class_loss = 0.297015, iou_loss = 0.043250, total_loss = 0.340264 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006187, iou_loss = 0.000000, total_loss = 0.006187 \n"," total_bbox = 30067, rewritten_bbox = 0.000000 % \n","\u001b]2;3971/4000: loss=0.1 hours left=0.0\u0007\n"," 3971: 0.143395, 0.086247 avg loss, 0.000010 rate, 0.606040 seconds, 31768 images, 0.022593 hours left\n","Loaded: 0.000082 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828609), count: 4, class_loss = 0.047409, iou_loss = 0.039720, total_loss = 0.087129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888847), count: 3, class_loss = 0.003635, iou_loss = 0.060374, total_loss = 0.064008 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.558161), count: 1, class_loss = 0.122217, iou_loss = 0.052364, total_loss = 0.174581 \n"," total_bbox = 30075, rewritten_bbox = 0.000000 % \n","\u001b]2;3972/4000: loss=0.1 hours left=0.0\u0007\n"," 3972: 0.108573, 0.088479 avg loss, 0.000010 rate, 1.006215 seconds, 31776 images, 0.022416 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814514), count: 3, class_loss = 0.006222, iou_loss = 0.040658, total_loss = 0.046880 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837973), count: 5, class_loss = 0.119294, iou_loss = 0.065074, total_loss = 0.184368 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000893, iou_loss = 0.000000, total_loss = 0.000893 \n"," total_bbox = 30083, rewritten_bbox = 0.000000 % \n","\u001b]2;3973/4000: loss=0.1 hours left=0.0\u0007\n"," 3973: 0.077380, 0.087370 avg loss, 0.000010 rate, 1.005342 seconds, 31784 images, 0.022270 hours left\n","Loaded: 0.000077 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780205), count: 3, class_loss = 0.018724, iou_loss = 0.057573, total_loss = 0.076297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777640), count: 3, class_loss = 0.000423, iou_loss = 0.054413, total_loss = 0.054835 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000304, iou_loss = 0.000000, total_loss = 0.000304 \n"," total_bbox = 30089, rewritten_bbox = 0.000000 % \n","\u001b]2;3974/4000: loss=0.0 hours left=0.0\u0007\n"," 3974: 0.043812, 0.083014 avg loss, 0.000010 rate, 1.007344 seconds, 31792 images, 0.022123 hours left\n","Loaded: 0.000072 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844876), count: 5, class_loss = 0.008088, iou_loss = 0.055963, total_loss = 0.064052 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777055), count: 2, class_loss = 0.122612, iou_loss = 0.034572, total_loss = 0.157185 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000140, iou_loss = 0.000000, total_loss = 0.000140 \n"," total_bbox = 30096, rewritten_bbox = 0.000000 % \n","\u001b]2;3975/4000: loss=0.1 hours left=0.0\u0007\n"," 3975: 0.073792, 0.082092 avg loss, 0.000010 rate, 1.005419 seconds, 31800 images, 0.021974 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853622), count: 3, class_loss = 0.013417, iou_loss = 0.033316, total_loss = 0.046732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886626), count: 5, class_loss = 0.105321, iou_loss = 0.045259, total_loss = 0.150579 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 30104, rewritten_bbox = 0.000000 % \n","\u001b]2;3976/4000: loss=0.1 hours left=0.0\u0007\n"," 3976: 0.065773, 0.080460 avg loss, 0.000010 rate, 1.000244 seconds, 31808 images, 0.021824 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879065), count: 3, class_loss = 0.098698, iou_loss = 0.019972, total_loss = 0.118670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763518), count: 5, class_loss = 0.131661, iou_loss = 0.183450, total_loss = 0.315110 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n"," total_bbox = 30112, rewritten_bbox = 0.000000 % \n","\u001b]2;3977/4000: loss=0.1 hours left=0.0\u0007\n"," 3977: 0.144595, 0.086873 avg loss, 0.000010 rate, 1.005366 seconds, 31816 images, 0.021673 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873351), count: 1, class_loss = 0.002592, iou_loss = 0.004770, total_loss = 0.007362 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837018), count: 5, class_loss = 0.003858, iou_loss = 0.076200, total_loss = 0.080059 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000123, iou_loss = 0.000000, total_loss = 0.000123 \n"," total_bbox = 30118, rewritten_bbox = 0.000000 % \n","\u001b]2;3978/4000: loss=0.0 hours left=0.0\u0007\n"," 3978: 0.029181, 0.081104 avg loss, 0.000010 rate, 1.006561 seconds, 31824 images, 0.021520 hours left\n","Loaded: 0.000084 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855589), count: 3, class_loss = 0.016724, iou_loss = 0.031709, total_loss = 0.048433 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847867), count: 5, class_loss = 0.010223, iou_loss = 0.062814, total_loss = 0.073036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n"," total_bbox = 30126, rewritten_bbox = 0.000000 % \n","\u001b]2;3979/4000: loss=0.0 hours left=0.0\u0007\n"," 3979: 0.040491, 0.077043 avg loss, 0.000010 rate, 1.010763 seconds, 31832 images, 0.021367 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805024), count: 5, class_loss = 0.086354, iou_loss = 0.065214, total_loss = 0.151569 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810495), count: 3, class_loss = 0.004375, iou_loss = 0.033299, total_loss = 0.037674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000246, iou_loss = 0.000000, total_loss = 0.000246 \n"," total_bbox = 30134, rewritten_bbox = 0.000000 % \n","\u001b]2;3980/4000: loss=0.1 hours left=0.0\u0007\n"," 3980: 0.063163, 0.075655 avg loss, 0.000010 rate, 1.009104 seconds, 31840 images, 0.021212 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.921788), count: 2, class_loss = 0.002265, iou_loss = 0.003875, total_loss = 0.006140 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844402), count: 6, class_loss = 0.126988, iou_loss = 0.052410, total_loss = 0.179398 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008545, iou_loss = 0.000000, total_loss = 0.008545 \n"," total_bbox = 30142, rewritten_bbox = 0.000000 % \n","\u001b]2;3981/4000: loss=0.1 hours left=0.0\u0007\n"," 3981: 0.064694, 0.074559 avg loss, 0.000010 rate, 0.582173 seconds, 31848 images, 0.021056 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796249), count: 5, class_loss = 0.042056, iou_loss = 0.068207, total_loss = 0.110263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848784), count: 3, class_loss = 0.075186, iou_loss = 0.032522, total_loss = 0.107708 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 30150, rewritten_bbox = 0.000000 % \n","\u001b]2;3982/4000: loss=0.1 hours left=0.0\u0007\n"," 3982: 0.072657, 0.074369 avg loss, 0.000010 rate, 1.009456 seconds, 31856 images, 0.020876 hours left\n","Loaded: 0.000068 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787903), count: 3, class_loss = 0.002224, iou_loss = 0.073492, total_loss = 0.075716 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808926), count: 5, class_loss = 0.065071, iou_loss = 0.063845, total_loss = 0.128917 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n"," total_bbox = 30158, rewritten_bbox = 0.000000 % \n","\u001b]2;3983/4000: loss=0.1 hours left=0.0\u0007\n"," 3983: 0.068224, 0.073754 avg loss, 0.000010 rate, 1.007861 seconds, 31864 images, 0.020718 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.916817), count: 2, class_loss = 0.000235, iou_loss = 0.004186, total_loss = 0.004421 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867184), count: 5, class_loss = 0.022216, iou_loss = 0.033341, total_loss = 0.055558 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002054, iou_loss = 0.000000, total_loss = 0.002054 \n"," total_bbox = 30165, rewritten_bbox = 0.000000 % \n","\u001b]2;3984/4000: loss=0.0 hours left=0.0\u0007\n"," 3984: 0.020677, 0.068446 avg loss, 0.000010 rate, 1.003602 seconds, 31872 images, 0.020558 hours left\n","Loaded: 0.000087 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814918), count: 3, class_loss = 0.122480, iou_loss = 0.033029, total_loss = 0.155509 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892994), count: 5, class_loss = 0.015956, iou_loss = 0.060034, total_loss = 0.075990 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n"," total_bbox = 30172, rewritten_bbox = 0.000000 % \n","\u001b]2;3985/4000: loss=0.1 hours left=0.0\u0007\n"," 3985: 0.077172, 0.069319 avg loss, 0.000010 rate, 1.004301 seconds, 31880 images, 0.020397 hours left\n","Loaded: 0.000074 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866633), count: 4, class_loss = 0.004493, iou_loss = 0.021959, total_loss = 0.026452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.909659), count: 4, class_loss = 0.003879, iou_loss = 0.021117, total_loss = 0.024996 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000891, iou_loss = 0.000000, total_loss = 0.000891 \n"," total_bbox = 30180, rewritten_bbox = 0.000000 % \n","\u001b]2;3986/4000: loss=0.0 hours left=0.0\u0007\n"," 3986: 0.017446, 0.064132 avg loss, 0.000010 rate, 1.008596 seconds, 31888 images, 0.020235 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828011), count: 5, class_loss = 0.001246, iou_loss = 0.042447, total_loss = 0.043693 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.891759), count: 3, class_loss = 0.005931, iou_loss = 0.010025, total_loss = 0.015957 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n"," total_bbox = 30188, rewritten_bbox = 0.000000 % \n","\u001b]2;3987/4000: loss=0.0 hours left=0.0\u0007\n"," 3987: 0.019884, 0.059707 avg loss, 0.000010 rate, 1.004263 seconds, 31896 images, 0.020072 hours left\n","Loaded: 0.000091 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.896807), count: 3, class_loss = 0.001284, iou_loss = 0.014061, total_loss = 0.015345 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730614), count: 5, class_loss = 0.206382, iou_loss = 0.189792, total_loss = 0.396174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000057, iou_loss = 0.000000, total_loss = 0.000057 \n"," total_bbox = 30196, rewritten_bbox = 0.000000 % \n","\u001b]2;3988/4000: loss=0.1 hours left=0.0\u0007\n"," 3988: 0.137192, 0.067455 avg loss, 0.000010 rate, 1.000370 seconds, 31904 images, 0.019908 hours left\n","Loaded: 0.000095 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875168), count: 2, class_loss = 0.000044, iou_loss = 0.011969, total_loss = 0.012013 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790130), count: 5, class_loss = 0.149492, iou_loss = 0.114855, total_loss = 0.264346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000270, iou_loss = 0.000000, total_loss = 0.000270 \n"," total_bbox = 30203, rewritten_bbox = 0.000000 % \n","\u001b]2;3989/4000: loss=0.1 hours left=0.0\u0007\n"," 3989: 0.092210, 0.069931 avg loss, 0.000010 rate, 1.005712 seconds, 31912 images, 0.019742 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852734), count: 2, class_loss = 0.012176, iou_loss = 0.022547, total_loss = 0.034723 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901871), count: 5, class_loss = 0.000467, iou_loss = 0.020542, total_loss = 0.021010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377981), count: 1, class_loss = 0.131771, iou_loss = 0.240283, total_loss = 0.372054 \n"," total_bbox = 30211, rewritten_bbox = 0.000000 % \n","\u001b]2;3990/4000: loss=0.1 hours left=0.0\u0007\n"," 3990: 0.142596, 0.077197 avg loss, 0.000010 rate, 1.010841 seconds, 31920 images, 0.019575 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 320.57 MB \n"," CUDA allocate done! \n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869568), count: 4, class_loss = 0.001872, iou_loss = 0.020871, total_loss = 0.022743 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837798), count: 4, class_loss = 0.121405, iou_loss = 0.045751, total_loss = 0.167157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"," total_bbox = 30219, rewritten_bbox = 0.000000 % \n","\u001b]2;3991/4000: loss=0.1 hours left=0.0\u0007\n"," 3991: 0.063300, 0.075808 avg loss, 0.000010 rate, 0.676190 seconds, 31928 images, 0.019407 hours left\n","Loaded: 0.000076 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806044), count: 3, class_loss = 0.158297, iou_loss = 0.058545, total_loss = 0.216842 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850746), count: 5, class_loss = 0.373220, iou_loss = 0.041148, total_loss = 0.414368 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000297, iou_loss = 0.000000, total_loss = 0.000297 \n"," total_bbox = 30227, rewritten_bbox = 0.000000 % \n","\u001b]2;3992/4000: loss=0.2 hours left=0.0\u0007\n"," 3992: 0.210502, 0.089277 avg loss, 0.000010 rate, 1.004831 seconds, 31936 images, 0.019230 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858088), count: 4, class_loss = 0.083813, iou_loss = 0.030911, total_loss = 0.114724 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823883), count: 3, class_loss = 0.056697, iou_loss = 0.036455, total_loss = 0.093152 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000780, iou_loss = 0.000000, total_loss = 0.000780 \n"," total_bbox = 30234, rewritten_bbox = 0.000000 % \n","\u001b]2;3993/4000: loss=0.1 hours left=0.0\u0007\n"," 3993: 0.069552, 0.087305 avg loss, 0.000010 rate, 1.000534 seconds, 31944 images, 0.019060 hours left\n","Loaded: 0.000102 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816600), count: 6, class_loss = 0.198805, iou_loss = 0.101476, total_loss = 0.300281 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842629), count: 2, class_loss = 0.152213, iou_loss = 0.025911, total_loss = 0.178124 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000146, iou_loss = 0.000000, total_loss = 0.000146 \n"," total_bbox = 30242, rewritten_bbox = 0.000000 % \n","\u001b]2;3994/4000: loss=0.2 hours left=0.0\u0007\n"," 3994: 0.159517, 0.094526 avg loss, 0.000010 rate, 1.004275 seconds, 31952 images, 0.018889 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807641), count: 4, class_loss = 0.004734, iou_loss = 0.035694, total_loss = 0.040428 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827423), count: 3, class_loss = 0.002044, iou_loss = 0.034513, total_loss = 0.036556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n"," total_bbox = 30249, rewritten_bbox = 0.000000 % \n","\u001b]2;3995/4000: loss=0.0 hours left=0.0\u0007\n"," 3995: 0.025662, 0.087639 avg loss, 0.000010 rate, 1.007535 seconds, 31960 images, 0.018717 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911340), count: 4, class_loss = 0.000070, iou_loss = 0.008193, total_loss = 0.008263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853135), count: 3, class_loss = 0.000050, iou_loss = 0.033842, total_loss = 0.033892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.664094), count: 1, class_loss = 0.029417, iou_loss = 0.036926, total_loss = 0.066343 \n"," total_bbox = 30257, rewritten_bbox = 0.000000 % \n","\u001b]2;3996/4000: loss=0.0 hours left=0.0\u0007\n"," 3996: 0.036166, 0.082492 avg loss, 0.000010 rate, 1.001639 seconds, 31968 images, 0.018544 hours left\n","Loaded: 0.000083 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765239), count: 3, class_loss = 0.129195, iou_loss = 0.070124, total_loss = 0.199319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803865), count: 4, class_loss = 0.302057, iou_loss = 0.069729, total_loss = 0.371786 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000131, iou_loss = 0.000000, total_loss = 0.000131 \n"," total_bbox = 30264, rewritten_bbox = 0.000000 % \n","\u001b]2;3997/4000: loss=0.2 hours left=0.0\u0007\n"," 3997: 0.190412, 0.093284 avg loss, 0.000010 rate, 1.009344 seconds, 31976 images, 0.018370 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839709), count: 5, class_loss = 0.031619, iou_loss = 0.047254, total_loss = 0.078873 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883770), count: 2, class_loss = 0.001286, iou_loss = 0.009760, total_loss = 0.011046 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n"," total_bbox = 30271, rewritten_bbox = 0.000000 % \n","\u001b]2;3998/4000: loss=0.0 hours left=0.0\u0007\n"," 3998: 0.029975, 0.086953 avg loss, 0.000010 rate, 1.004521 seconds, 31984 images, 0.018194 hours left\n","Loaded: 0.000086 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840196), count: 4, class_loss = 0.053733, iou_loss = 0.049246, total_loss = 0.102979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796856), count: 3, class_loss = 0.059649, iou_loss = 0.054651, total_loss = 0.114300 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001746, iou_loss = 0.000000, total_loss = 0.001746 \n"," total_bbox = 30278, rewritten_bbox = 0.000000 % \n","\u001b]2;3999/4000: loss=0.1 hours left=0.0\u0007\n"," 3999: 0.073008, 0.085559 avg loss, 0.000010 rate, 1.008911 seconds, 31992 images, 0.018018 hours left\n","Loaded: 0.000081 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726316), count: 2, class_loss = 0.090722, iou_loss = 0.034608, total_loss = 0.125330 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855551), count: 4, class_loss = 0.056515, iou_loss = 0.025491, total_loss = 0.082006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000050, iou_loss = 0.000000, total_loss = 0.000050 \n"," total_bbox = 30284, rewritten_bbox = 0.000000 % \n","\u001b]2;4000/4000: loss=0.1 hours left=0.0\u0007\n"," 4000: 0.069129, 0.083916 avg loss, 0.000010 rate, 0.825661 seconds, 32000 images, 0.017841 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_4000.weights\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Saving weights to /mydrive/yolov3/yolov3_training_final.weights\n","If you want to train from the beginning, then use flag in the end of training command: -clear \n"]}]}]}