{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"yolov3 2 classes.ipynb","provenance":[],"collapsed_sections":[]},"kernelspec":{"name":"python3","display_name":"Python 3"},"accelerator":"GPU"},"cells":[{"cell_type":"markdown","metadata":{"id":"wHBQcQzjD6HJ"},"source":["**Connect google drive**"]},{"cell_type":"code","metadata":{"id":"bwp6NIrsZZFP","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735845754,"user_tz":-330,"elapsed":857,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"59f65733-52aa-4f0f-c632-e01b75a842b9"},"source":["# Check if NVIDIA GPU is enabled\n","!nvidia-smi"],"execution_count":1,"outputs":[{"output_type":"stream","text":["Sun Mar 14 15:30:45 2021       \n","+-----------------------------------------------------------------------------+\n","| NVIDIA-SMI 460.56       Driver Version: 460.32.03    CUDA Version: 11.2     |\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   65C    P8    11W /  70W |      0MiB / 15109MiB |      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"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"yF2L6AagrMjx","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735846929,"user_tz":-330,"elapsed":2028,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"b95d62fd-f806-4cfd-f3c0-764e2efd02cc"},"source":["from google.colab import drive\n","drive.mount('/content/drive')"],"execution_count":2,"outputs":[{"output_type":"stream","text":["Mounted at /content/drive\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"9e9ZW3sqMEPO","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735848001,"user_tz":-330,"elapsed":3098,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"8668b77d-85af-4a62-bb1f-52cbe7c5a212"},"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","text":["Mounted at /content/gdrive\n","ln: failed to create symbolic link '/mydrive/My Drive': File exists\n","'15R503 – MICROPROCESSOR AND MICROCONTROLLER.pptx - Microsoft PowerPoint Online and 1 more page - Personal - Microsoft​ Edge 2020-11-18 18-33-08.mp4'\n","'18R260 11 and 12.pdf'\n","'18R260 13 and 14.pdf'\n","'18R260 cnc assignment.gslides'\n","'18R260 cnc assignment.pdf'\n","'18R260 ped lab.gdoc'\n","'18R260 Vikram.R.pdf'\n","'18R260 Vikram.R RkdHW.pdf'\n","'18R260 Vikram.R Rkd.pdf'\n"," 1-Formelsamling.pdf\n","'2D MAPPING-1.pdf'\n"," 621e82e3b516aab7d24044c7193aa33ccb3c.gdoc\n"," 621e82e3b516aab7d24044c7193aa33ccb3c.pdf\n","'acs docs'\n"," acs.pdf\n"," AGFY-The.Forest.v1.12.rar\n","'algorithm for ac12 to 14.docx'\n","'Applications of ultrasound.pptx'\n"," Ardiuno.gdoc\n"," arduino_tutorial_Rated_Best.pdf\n"," Assem1.JPG\n"," Assem1.PDF\n"," boards.gdoc\n","'BOM (1).pdf'\n","'BOM (2).pdf'\n"," BOM.gsheet\n"," BOM.pdf\n","'CamScanner 04-14-2020 01.11.09.pdf'\n","'CamScanner 04-21-2020 19.27.30.pdf'\n"," Classroom\n"," clientId.gdoc\n","'Colab Notebooks'\n"," csharp_tutorial.pdf\n"," cv.docx\n","'DEV - Bass Down Low (Explicit) ft. The Cataracs (320  kbps)'\n","'Die Another Day'\n","'Document 25.docx'\n"," final1\n","'final robot.png'\n"," FRONT.docx\n","'FUILDSIM PIC'\n","'Gangnam Style PSY pagalworld.com'\n","'Geneva Wheel_David.PDF'\n"," getting-started-with-artificial-intelligence-a-practical-guide-to-building-enterprise-applications_KUM12390USEN.pdf\n","'h0m12s17 Part 1.gdoc'\n","'hardware final.gdoc'\n","'How to get started with Drive.pdf'\n","'hpfinal2(1).mp4'\n","'https:  www.not.txt'\n","'ill Factor - Champion Sound (OST Assassins Creed Syndicate - Trailer Music) (320  kbps)'\n"," iLovePDF\n"," IMPORTANT-TOPICS-FOR-SURE-SUCCESS-IN-CLASS-XII.docx\n","'In.Silence 0.51'\n"," IS_Fix_Repair_Steam_V2_Generic\n","'Jason Derulo - Swalla (feat. Nicki Minaj  Ty Dolla $ign) (Official Music Vid'\n","'Jason Derulo - Swalla (feat. Nicki Minaj  Ty Dolla $ign) (Official Music Vid (1)'\n","'Jim Croce - Greatest Hits - Operator (That'\\''s Not The Way It Feels)'\n","'Jim Croce - Time in a bottle - 1973'\n","'Justin Beiber - Sorry (Audio)'\n","'Ke$ha - TiK ToK'\n"," kk\n","'Lab12- 16 class 12.docx'\n","'Lab17-22 class 12.docx'\n","'LAB- 1 to 7-class 12.docx'\n","'lab23- 26 class 12.docx'\n"," LAB27AND28.docx\n","'lab-8to 11class 12.docx'\n","'Major Lazer & DJ Snake - Lean On (feat. MÃ'$'\\302\\230'') (Official Music Video)'\n","'Mark Ronson - Uptown Funk ft. Bruno Mars'\n","'Martin Jensen - Solo Dance'\n","'Martin Jensen - Solo Dance (1)'\n"," Microcontroller.pdf\n","'Minecraft Style - A Parody of PSYs Gangnam Style (Music Video)'\n","'My Drive'\n","'Network theory by alaxander and sadiku.pdf'\n","'new pcb'\n","'new prjt'\n","'Nicki Minaj - Super Bass'\n","'Notes4069_PROJECT TITLE WITH COVER PAGE1 (1).gdoc'\n","'Notes4069_PROJECT TITLE WITH COVER PAGE1.gdoc'\n","'openni2_launch - ROS Wiki'\n","'painting (1).pdf'\n"," painting.pdf\n"," pcb\n","'Pharrell Williams - Happy (Official Music Video)'\n","'PP format.gdoc'\n","'Python co5 .docx'\n","'Python co5 .gdoc'\n"," RBOT.zip\n","'Rihanna - Diamonds (Lyric Video)'\n","'Rihanna - Diamonds (Lyric Video) (1)'\n","'rkd hw.pdf'\n","'Rossini - William Tell Overture_ Finale [HD]'\n","'Rude Boy'\n","'set ppt.pptx'\n","'Should I Stay or Should I Go'\n"," sketch_feb08a\n"," skyfall\n","'skyfall (1)'\n","'Software part final.gdoc'\n"," spur.PDF\n","'sql Lab2.docx'\n","'stl converted'\n","'Sweet Dreams   Eurythmics lyrics'\n","'Take Back the Night - A Minecraft Original Music Video'\n","'testing assembly.JPG'\n","'The Heart Wants What It Wants'\n"," Tutorial_EDIT.pdf\n"," understanding-machine-learning-theory-algorithms.pdf\n","'Untitled document.gdoc'\n","'Untitled drawing.gdraw'\n","'Untitled folder'\n","'Untitled spreadsheet.gsheet'\n","'Untitled spreadsheet.xlsx'\n","'Usher - OMG ft. will.i.am (320  kbps)'\n","'Visual Studio .NET C# Study Guide.pdf'\n"," VK1.pdf\n"," Voynich-Manuscript.pdf\n","'Weight  (Original Mix) ~by BRML [soundtake.net]'\n","'Wham Bam - Silver [Guardians of the Galaxy Vol. 2] Official Soundtrack-1'\n","'Xbox Music Library'\n"," yolov3\n","'zKsEAIWqFAA=.zip'\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"t7utW4in4azV"},"source":["**1) Clone the Darknet**\n","\n"]},{"cell_type":"code","metadata":{"id":"e03U7Zi-qMr2","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735848768,"user_tz":-330,"elapsed":3862,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"edd83470-87ac-4822-c925-9a1a27377188"},"source":["!git clone https://github.com/AlexeyAB/darknet"],"execution_count":4,"outputs":[{"output_type":"stream","text":["fatal: destination path 'darknet' already exists and is not an empty directory.\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"7gDOF3mU-TAn"},"source":["**2) Compile Darknet using Nvidia GPU**\n"]},{"cell_type":"code","metadata":{"id":"5H-Taj06Tw1c","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735911505,"user_tz":-330,"elapsed":66596,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"8cc54c1d-19e0-47ef-a49a-007d65ec9502"},"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":5,"outputs":[{"output_type":"stream","text":["/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 -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:926:23:\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","                 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:1127:13:\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","             \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:1130:10:\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","          \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:1424:14:\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","         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:1400:9:\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","     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:1404:9:\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","     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:1408:9:\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","     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:1411:9:\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","     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 -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/http_stream.cpp -o obj/http_stream.o\n","In file included from \u001b[01m\u001b[K./src/http_stream.cpp:580:0\u001b[m\u001b[K:\n","\u001b[01m\u001b[K./src/httplib.h:129:0:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K\"INVALID_SOCKET\" redefined\n"," #define INVALID_SOCKET (-1)\n"," \n","\u001b[01m\u001b[K./src/http_stream.cpp:73:0:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kthis is the location of the previous definition\n"," #define INVALID_SOCKET -1\n"," \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:249:21:\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","                 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:507:113:\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","                 sprintf(head, \"--mjpegstream\\r\\nContent-Type: image/jpeg\\r\\nContent-Length: %zu\\r\\n\\r\\n\", outlen\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n","                                                                                                                 \u001b[01;35m\u001b[K^\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:863:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","         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:871:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","     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:890:31:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","     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:926:28:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n","     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 -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:2038:15:\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","     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:2037:15:\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","     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 -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:1045:12:\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","     while (\u001b[01;35m\u001b[Kc\u001b[m\u001b[K = *str++)\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 -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:228:20:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t {aka enum 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","         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 At top level:\n","\u001b[01m\u001b[K./src/dark_cuda.c:306:14:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ktype defaults to ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ in declaration of ‘\u001b[01m\u001b[Kmax_events\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wimplicit-int\u001b[m\u001b[K]\n"," static const \u001b[01;35m\u001b[Kmax_events\u001b[m\u001b[K = 1024;\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:364:40:\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","         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[32m\u001b[K%Ilu\u001b[m\u001b[K\n","             \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[01m\u001b[K./src/dark_cuda.c:364:64:\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 {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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[32m\u001b[K%Ilu\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:364:82:\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","         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[32m\u001b[K%Ilu\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:374:37:\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[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","                 printf(\" Allocated \u001b[01;35m\u001b[K%d\u001b[m\u001b[K pinned block \\n\", pinned_block_size);\n","                                    \u001b[01;35m\u001b[K~^\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:395:43:\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","             printf(\"\\n Pinned block_id = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, filled = %f %% \\n\", pinned_block_id, filled);\n","                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n","                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:410:64:\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","             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[32m\u001b[K%ld\u001b[m\u001b[K\n","\u001b[01m\u001b[K./src/dark_cuda.c:416:63:\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","             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[32m\u001b[K%ld\u001b[m\u001b[K\n","At top level:\n","\u001b[01m\u001b[K./src/dark_cuda.c:256:23:\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"," 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:255:12:\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"," 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 -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:1341:32:\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","                         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 -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 -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 -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","     \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","     \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 -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 -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 -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","                 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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         printf(\" Error: find_sim(): sim isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", i, j, z);\n","                                                          \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, j, z);\n","                                                                  \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, z);\n","                                                                          \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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\", i, j, z);\n","                                                                   \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, j, z);\n","                                                                           \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, z);\n","                                                                                   \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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\", i, l);\n","                                                                              \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, l);\n","                                                                                      \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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\", i, l);\n","                                                                              \u001b[01;35m\u001b[K~^\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 {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","         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, l);\n","                                                                                      \u001b[01;35m\u001b[K~^\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 -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 -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 -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 -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 {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","     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, step);\n","                                                                                                   \u001b[01;35m\u001b[K~~^\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","                     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 {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n","             printf(\" Error: too large number of bboxes: contr_size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K > max_contr_size  = %d \\n\", contr_size, max_contr_size);\n","                                                                      \u001b[01;35m\u001b[K~^\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 -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","                 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","     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","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 -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 -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:434:13:\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","         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:659:42:\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","         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Knet->input_pinned_cpu, size * sizeof(float), cudaHostRegisterMapped))\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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 -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","     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","     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","     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","     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","     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","     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","     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 -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 -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:1689:42:\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","         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Knet.input_pinned_cpu, size * sizeof(float), cudaHostRegisterMapped)) net.input_pinned_cpu_flag = 1;\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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[Kget_classes_multipliers\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/parser.c:431:29:\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","         \u001b[01;35m\u001b[Kclasses_multipliers = (float *)calloc(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:3:0\u001b[m\u001b[K:\n","\u001b[01m\u001b[K/usr/include/stdlib.h:541:14:\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"," 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 -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 -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 -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 -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 -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 -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 -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","     \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","                     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","                     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 -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 -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 -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 -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","     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 -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 -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 -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:386:72:\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","             \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[Kprint_cocos\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:486:29:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat not a string literal and no format arguments [\u001b[01;35m\u001b[K-Wformat-security\u001b[m\u001b[K]\n","                 fprintf(fp, \u001b[01;35m\u001b[Kbuff\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:579:21:\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","                     \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:700:13:\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","         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:698:13:\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","         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:1332:15:\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","         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:1331:15:\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","         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:1867:19:\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","             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 -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","     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 -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 -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","     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","     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","         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","         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 -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 -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 -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","         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 -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 -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 -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 -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 -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 -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 -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:98:15:\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","         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 -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 -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 -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 -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 -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 -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:59:9:\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","     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:58:9:\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","     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 -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 -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 -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 -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 -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 -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","     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.output, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n","                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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","     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.delta, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n","                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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","         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->output, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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","         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->delta, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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","                     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","     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","     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","     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","     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","     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","     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","     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","     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","     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","     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","     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 -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:71:38:\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","     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.output, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n","                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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:78:38:\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","     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.delta, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n","                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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:110:42:\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","         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->output, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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:119:42:\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","         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->delta, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n","                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n","In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\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:4707:39:\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"," extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, 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 -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 -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 -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 -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 -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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n","\n","./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n","\n","./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n","\n","./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n","\n","./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n","\n","./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n","\n","./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n","\n","./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n","\n","./src/blas_kernels.cu(1736): warning: variable \"stage_id\" 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","     \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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n","./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n","\n","./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n","\n","./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n","\n","./src/network_kernels.cu(364): warning: variable \"l\" 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:364:7:\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","       \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 -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', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' 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 -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/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"],"name":"stdout"}]},{"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":1615735911811,"user_tz":-330,"elapsed":66900,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}}},"source":["!cp cfg/yolov3.cfg cfg/yolov3_training.cfg"],"execution_count":6,"outputs":[]},{"cell_type":"code","metadata":{"id":"5ZgVQRop_vwR","executionInfo":{"status":"ok","timestamp":1615735912898,"user_tz":-330,"elapsed":67985,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}}},"source":["!sed -i 's/batch=1/batch=64/' cfg/yolov3_training.cfg\n","!sed -i 's/subdivisions=1/subdivisions=16/' cfg/yolov3_training.cfg\n","!sed -i 's/max_batches = 500200/max_batches = 4000/' cfg/yolov3_training.cfg\n","!sed -i 's/steps=400000,450000/steps=3200,3600/' cfg/yolov3_training.cfg\n","!sed -i '610 s@classes=80@classes=2@' cfg/yolov3_training.cfg\n","!sed -i '696 s@classes=80@classes=2@' cfg/yolov3_training.cfg\n","!sed -i '783 s@classes=80@classes=2@' cfg/yolov3_training.cfg\n","!sed -i '603 s@filters=255@filters=21@' cfg/yolov3_training.cfg\n","!sed -i '689 s@filters=255@filters=21@' cfg/yolov3_training.cfg\n","!sed -i '776 s@filters=255@filters=21@' cfg/yolov3_training.cfg"],"execution_count":7,"outputs":[]},{"cell_type":"code","metadata":{"id":"nscRN-X2Mr3d","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735912899,"user_tz":-330,"elapsed":67984,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"6e93ecfa-5bbb-421a-b014-d2d24d2f4015"},"source":["# Create folder on google drive so that we can save there the weights\n","!mkdir \"/mydrive/yolov3\""],"execution_count":8,"outputs":[{"output_type":"stream","text":["mkdir: cannot create directory ‘/mydrive/yolov3’: File exists\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"7AIBw_psIclz","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735913745,"user_tz":-330,"elapsed":68828,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"80826218-2a2c-4c6f-fe2d-e33773643d10"},"source":["!echo \"Cantaloupe\\nCarrot\" > data/obj.names\n","!echo -e 'classes= 2\\ntrain  = data/train.txt\\nvalid  = data/test.txt\\nnames = data/obj.names\\nbackup = /mydrive/yolov3' > data/obj.data\n","!mkdir data/obj"],"execution_count":9,"outputs":[{"output_type":"stream","text":["mkdir: cannot create directory ‘data/obj’: File exists\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"eZlkzFMW7I_N","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735917868,"user_tz":-330,"elapsed":72949,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"c304c4ae-ab1b-4af1-f918-607bc8ce786c"},"source":["# Download weights darknet model 53\n","!wget https://pjreddie.com/media/files/darknet53.conv.74"],"execution_count":10,"outputs":[{"output_type":"stream","text":["--2021-03-14 15:31:53--  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.74.1’\n","\n","darknet53.conv.74.1 100%[===================>] 154.96M  41.1MB/s    in 4.1s    \n","\n","2021-03-14 15:31:57 (37.4 MB/s) - ‘darknet53.conv.74.1’ saved [162482580/162482580]\n","\n"],"name":"stdout"}]},{"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":{"id":"jhb5nZvsQ_96","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735985289,"user_tz":-330,"elapsed":140367,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"223653ba-3255-4d31-b770-936a1b8709fa"},"source":["!unzip /mydrive/yolov3/images.zip -d data/obj"],"execution_count":11,"outputs":[{"output_type":"stream","text":["Archive:  /mydrive/yolov3/images.zip\n","replace data/obj/00013bb4b9ddfbab.jpg? [y]es, [n]o, [A]ll, [N]one, [r]ename: a\n","error:  invalid response [a]\n","replace data/obj/00013bb4b9ddfbab.jpg? [y]es, [n]o, [A]ll, [N]one, [r]ename: A\n","  inflating: data/obj/00013bb4b9ddfbab.jpg  \n","  inflating: data/obj/00013bb4b9ddfbab.txt  \n","  inflating: data/obj/0031d1537b2e3dd6.jpg  \n","  inflating: data/obj/0031d1537b2e3dd6.txt  \n","  inflating: data/obj/006c2d7ce878c7ce.jpg  \n","  inflating: data/obj/006c2d7ce878c7ce.txt  \n","  inflating: data/obj/0096d83bed765696.jpg  \n","  inflating: data/obj/0096d83bed765696.txt  \n","  inflating: data/obj/00af886180e9eaec.jpg  \n","  inflating: data/obj/00af886180e9eaec.txt  \n","  inflating: data/obj/00ff646ca6637bd7.jpg  \n","  inflating: data/obj/00ff646ca6637bd7.txt  \n","  inflating: data/obj/0116a6abe3410566.jpg  \n","  inflating: data/obj/0116a6abe3410566.txt  \n","  inflating: data/obj/015f76a42ec879f6.jpg  \n","  inflating: data/obj/015f76a42ec879f6.txt  \n","  inflating: data/obj/01a4d6a17c8bfac2.jpg  \n","  inflating: data/obj/01a4d6a17c8bfac2.txt  \n","  inflating: data/obj/01b32dadf81ac313.jpg  \n","  inflating: 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data/obj/Label/29395e83059022b6.txt  \n"," extracting: data/obj/Label/29be1ebfbafaabd0.txt  \n","  inflating: data/obj/Label/2a2c9bc74cb89bbc.txt  \n","  inflating: data/obj/Label/2a926cb71c3f6220.txt  \n","  inflating: data/obj/Label/2ab3574d6a0220c0.txt  \n"," extracting: data/obj/Label/2b2e6c228e3eb276.txt  \n","  inflating: data/obj/Label/2b616ccf897b04da.txt  \n","  inflating: data/obj/Label/2b6b722d1ffe2b15.txt  \n","  inflating: data/obj/Label/2b932d4fa09e1603.txt  \n","  inflating: data/obj/Label/2ba52b4668e75812.txt  \n","  inflating: data/obj/Label/2baaeed61f174d92.txt  \n"," extracting: data/obj/Label/2bbeb6a6ff00e315.txt  \n","  inflating: data/obj/Label/2bd0481f7cd1f4d6.txt  \n","  inflating: data/obj/Label/2dd1c784050d5c8c.txt  \n","  inflating: data/obj/Label/2e127e603ad0df0d.txt  \n","  inflating: data/obj/Label/2e7f19d09d95b12d.txt  \n"," extracting: data/obj/Label/2f2de333e8a64f42.txt  \n","  inflating: data/obj/Label/2fc9006a2d0ff300.txt  \n"," extracting: 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data/obj/Label/3c957e85dbcf11ec.txt  \n"," extracting: data/obj/Label/3cd3ce3558ea683a.txt  \n","  inflating: data/obj/Label/3d5136f581641c8e.txt  \n","  inflating: data/obj/Label/3d8733358d6a2b08.txt  \n","  inflating: data/obj/Label/3e01e0edb0f0a92e.txt  \n","  inflating: data/obj/Label/3e62b95cb81721bb.txt  \n"," extracting: data/obj/Label/3e7729c7f173d448.txt  \n","  inflating: data/obj/Label/3ecb795cdb10a210.txt  \n","  inflating: data/obj/Label/3fcd16f04a6f66fa.txt  \n","  inflating: data/obj/Label/4041f7f3940512f8.txt  \n","  inflating: data/obj/Label/404b1c6453aa7694.txt  \n","  inflating: data/obj/Label/409f3fb5ef962765.txt  \n","  inflating: data/obj/Label/40a01343ff3aab2e.txt  \n"," extracting: data/obj/Label/40b0b02ed6beac22.txt  \n","  inflating: data/obj/Label/41014634621962e4.txt  \n","  inflating: data/obj/Label/4146e56c9040726a.txt  \n"," extracting: data/obj/Label/42169d911888fddd.txt  \n","  inflating: data/obj/Label/4217f7624ea3dbbe.txt  \n","  inflating: data/obj/Label/42255a759e3b27ea.txt  \n","  inflating: data/obj/Label/42d66443231bf963.txt  \n","  inflating: data/obj/Label/43223f5f598b069b.txt  \n","  inflating: data/obj/Label/4356ff36b18f9f35.txt  \n","  inflating: data/obj/Label/438345d4fa6f28ed.txt  \n","  inflating: data/obj/Label/4385835fa92f7040.txt  \n","  inflating: data/obj/Label/4397b8bfb08868d9.txt  \n","  inflating: data/obj/Label/43b12629f9c0b376.txt  \n","  inflating: data/obj/Label/43cb6b6703e4238d.txt  \n"," extracting: data/obj/Label/43e8c8393fa1c64c.txt  \n"," extracting: data/obj/Label/43ea2bd4d91be7f5.txt  \n","  inflating: data/obj/Label/447e42974aa93ee1.txt  \n","  inflating: data/obj/Label/448be450ce0f9c4d.txt  \n","  inflating: data/obj/Label/44b31434fb71a4e6.txt  \n","  inflating: data/obj/Label/450d5b11ac09e36b.txt  \n","  inflating: data/obj/Label/452c98e35a5999c9.txt  \n","  inflating: data/obj/Label/45bbaac8d5445aca.txt  \n"," extracting: data/obj/Label/4707d3632e2f664a.txt  \n","  inflating: 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data/obj/Label/feb66cf97be4bde1.txt  \n","  inflating: data/obj/Label/feb9dabac0f9163f.txt  \n","  inflating: data/obj/Label/fecbbe7a4c6d30fd.txt  \n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"5I_0ht7ITMUu","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615735985290,"user_tz":-330,"elapsed":140366,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"6fca5ef1-abd0-45e1-ee99-7330ece05c07"},"source":["import glob\n","images_list = glob.glob(\"data/obj/*.jpg\")\n","print(images_list)"],"execution_count":12,"outputs":[{"output_type":"stream","text":["['data/obj/d6374a4e3ec9d874.jpg', 'data/obj/c49b6e9cf51bef47.jpg', 'data/obj/448be450ce0f9c4d.jpg', 'data/obj/01b3a4114e31efcb.jpg', 'data/obj/105d2e0fe5512f20.jpg', 'data/obj/14d7c6f55c00203a.jpg', 'data/obj/286fd5b98a75e65f.jpg', 'data/obj/5270079e08e3b965.jpg', 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'data/obj/f55af4914f92afd1.jpg']\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"EzygoAtMSnon","executionInfo":{"status":"ok","timestamp":1615735985290,"user_tz":-330,"elapsed":140364,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}}},"source":["#Create training.txt file\n","file = open(\"data/train.txt\", \"w\") \n","file.write(\"\\n\".join(images_list)) \n","file.close() "],"execution_count":13,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"CeSiuLrXoAjc"},"source":["**6) Start the training**"]},{"cell_type":"code","metadata":{"id":"S3_g3jclUzMm","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1615749670251,"user_tz":-330,"elapsed":101126,"user":{"displayName":"____","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhuCz6eVwV8Lf2WroMWmfkEtiwiCQHn1qSzmS4b2w=s64","userId":"04271429971443696912"}},"outputId":"e1719b26-973b-4969-ae0f-d0953ef0881d"},"source":["# Start the training\n","!./darknet detector train data/obj.data cfg/yolov3_training.cfg darknet53.conv.74 -dont_show"],"execution_count":14,"outputs":[{"output_type":"stream","text":["\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687803), count: 2, class_loss = 0.495112, iou_loss = 0.264273, total_loss = 0.759385 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001160, iou_loss = 0.000000, total_loss = 0.001160 \n"," total_bbox = 303455, rewritten_bbox = 1.395265 % \n","\n"," 2122: 0.591227, 0.557925 avg loss, 0.001000 rate, 8.570106 seconds, 135808 images, 3.673794 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: 0.836433), count: 6, class_loss = 0.577231, iou_loss = 0.264361, total_loss = 0.841593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855907), count: 3, class_loss = 0.265421, iou_loss = 0.088502, total_loss = 0.353923 \n","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 = 303464, rewritten_bbox = 1.395223 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822502), count: 7, class_loss = 0.705104, iou_loss = 0.287973, total_loss = 0.993077 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821089), count: 7, class_loss = 0.508349, iou_loss = 0.444434, total_loss = 0.952783 \n","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 = 303478, rewritten_bbox = 1.395159 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770602), count: 7, class_loss = 0.460979, iou_loss = 0.507433, total_loss = 0.968412 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727985), count: 2, class_loss = 0.142751, iou_loss = 0.138003, total_loss = 0.280753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.560551), count: 1, class_loss = 0.109288, iou_loss = 0.128291, total_loss = 0.237579 \n"," total_bbox = 303488, rewritten_bbox = 1.395113 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751225), count: 5, class_loss = 0.937162, iou_loss = 0.321872, total_loss = 1.259035 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.364653), count: 1, class_loss = 0.543846, iou_loss = 0.338507, total_loss = 0.882352 \n","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 = 303494, rewritten_bbox = 1.395415 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720568), count: 6, class_loss = 0.964655, iou_loss = 0.334098, total_loss = 1.298753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643240), count: 4, class_loss = 0.851689, iou_loss = 0.667570, total_loss = 1.519259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.365060), count: 1, class_loss = 0.188788, iou_loss = 0.413765, total_loss = 0.602552 \n"," total_bbox = 303505, rewritten_bbox = 1.395364 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767637), count: 6, class_loss = 0.721795, iou_loss = 0.292942, total_loss = 1.014737 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000961, iou_loss = 0.000000, total_loss = 0.000961 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.718545), count: 1, class_loss = 0.159693, iou_loss = 0.076948, total_loss = 0.236640 \n"," total_bbox = 303512, rewritten_bbox = 1.395332 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840116), count: 3, class_loss = 0.022437, iou_loss = 0.026859, total_loss = 0.049296 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799649), count: 4, class_loss = 0.170054, iou_loss = 0.122736, total_loss = 0.292790 \n","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 = 303519, rewritten_bbox = 1.395300 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769569), count: 3, class_loss = 0.335907, iou_loss = 0.167044, total_loss = 0.502951 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747311), count: 7, class_loss = 0.810371, iou_loss = 0.399114, total_loss = 1.209485 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001698, iou_loss = 0.000000, total_loss = 0.001698 \n"," total_bbox = 303529, rewritten_bbox = 1.395254 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762213), count: 3, class_loss = 0.186980, iou_loss = 0.088461, total_loss = 0.275441 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884583), count: 1, class_loss = 0.026040, iou_loss = 0.004805, total_loss = 0.030845 \n","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 = 303533, rewritten_bbox = 1.395235 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796562), count: 9, class_loss = 1.034676, iou_loss = 0.413233, total_loss = 1.447909 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639366), count: 2, class_loss = 0.557565, iou_loss = 0.273536, total_loss = 0.831101 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.793635), count: 1, class_loss = 0.007973, iou_loss = 0.030015, total_loss = 0.037988 \n"," total_bbox = 303545, rewritten_bbox = 1.395180 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771460), count: 6, class_loss = 0.493430, iou_loss = 0.472465, total_loss = 0.965895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004375, iou_loss = 0.000000, total_loss = 0.004375 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.412010), count: 2, class_loss = 0.482926, iou_loss = 1.231863, total_loss = 1.714789 \n"," total_bbox = 303553, rewritten_bbox = 1.395144 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738671), count: 4, class_loss = 0.401631, iou_loss = 0.228216, total_loss = 0.629847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000531, iou_loss = 0.000000, total_loss = 0.000531 \n","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 = 303557, rewritten_bbox = 1.395125 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716845), count: 10, class_loss = 1.989637, iou_loss = 0.887164, total_loss = 2.876801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688727), count: 7, class_loss = 1.419487, iou_loss = 1.365832, total_loss = 2.785319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001000, iou_loss = 0.000000, total_loss = 0.001000 \n"," total_bbox = 303574, rewritten_bbox = 1.395047 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815645), count: 7, class_loss = 0.431354, iou_loss = 0.186130, total_loss = 0.617484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682584), count: 2, class_loss = 0.433947, iou_loss = 0.288328, total_loss = 0.722275 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000092, iou_loss = 0.000000, total_loss = 0.000092 \n"," total_bbox = 303583, rewritten_bbox = 1.395006 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761138), count: 7, class_loss = 0.759696, iou_loss = 0.333794, total_loss = 1.093490 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811141), count: 12, class_loss = 1.120821, iou_loss = 0.399198, total_loss = 1.520019 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.711395), count: 11, class_loss = 1.358028, iou_loss = 0.966420, total_loss = 2.324448 \n"," total_bbox = 303613, rewritten_bbox = 1.394868 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744531), count: 8, class_loss = 1.193468, iou_loss = 0.469598, total_loss = 1.663066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743390), count: 8, class_loss = 1.662072, iou_loss = 0.904124, total_loss = 2.566196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013898, iou_loss = 0.000000, total_loss = 0.013898 \n"," total_bbox = 303629, rewritten_bbox = 1.394794 % \n","\n"," 2123: 0.742116, 0.576344 avg loss, 0.001000 rate, 8.608342 seconds, 135872 images, 3.681764 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: 0.837724), count: 4, class_loss = 0.116859, iou_loss = 0.106681, total_loss = 0.223540 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850144), count: 1, class_loss = 0.026600, iou_loss = 0.014279, total_loss = 0.040879 \n","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 = 303634, rewritten_bbox = 1.394771 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787682), count: 7, class_loss = 0.587242, iou_loss = 0.415468, total_loss = 1.002710 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715521), count: 2, class_loss = 0.228186, iou_loss = 0.192182, total_loss = 0.420368 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637644), count: 1, class_loss = 0.267816, iou_loss = 0.090171, total_loss = 0.357987 \n"," total_bbox = 303644, rewritten_bbox = 1.394725 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679458), count: 2, class_loss = 0.222054, iou_loss = 0.089636, total_loss = 0.311689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838907), count: 2, class_loss = 0.033609, iou_loss = 0.046641, total_loss = 0.080251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017405, iou_loss = 0.000000, total_loss = 0.017405 \n"," total_bbox = 303648, rewritten_bbox = 1.394707 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758222), count: 7, class_loss = 0.586294, iou_loss = 0.386776, total_loss = 0.973070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761472), count: 1, class_loss = 0.007909, iou_loss = 0.054363, total_loss = 0.062273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000253, iou_loss = 0.000000, total_loss = 0.000253 \n"," total_bbox = 303656, rewritten_bbox = 1.394670 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745333), count: 4, class_loss = 0.625559, iou_loss = 0.216906, total_loss = 0.842465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723261), count: 3, class_loss = 0.314455, iou_loss = 0.298150, total_loss = 0.612606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000082, iou_loss = 0.000000, total_loss = 0.000082 \n"," total_bbox = 303663, rewritten_bbox = 1.394638 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811885), count: 5, class_loss = 0.365315, iou_loss = 0.151293, total_loss = 0.516608 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774447), count: 3, class_loss = 0.287515, iou_loss = 0.106754, total_loss = 0.394269 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.223002), count: 1, class_loss = 0.262888, iou_loss = 0.571429, total_loss = 0.834317 \n"," total_bbox = 303672, rewritten_bbox = 1.394597 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783814), count: 7, class_loss = 0.438099, iou_loss = 0.238487, total_loss = 0.676585 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627244), count: 3, class_loss = 0.525431, iou_loss = 0.534752, total_loss = 1.060183 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006730, iou_loss = 0.000000, total_loss = 0.006730 \n"," total_bbox = 303682, rewritten_bbox = 1.394551 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818077), count: 8, class_loss = 0.497972, iou_loss = 0.454384, total_loss = 0.952355 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781877), count: 1, class_loss = 0.304186, iou_loss = 0.043480, total_loss = 0.347666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000243, iou_loss = 0.000000, total_loss = 0.000243 \n"," total_bbox = 303691, rewritten_bbox = 1.394839 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744064), count: 10, class_loss = 1.255564, iou_loss = 0.560752, total_loss = 1.816316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787763), count: 1, class_loss = 0.139082, iou_loss = 0.026449, total_loss = 0.165531 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000446, iou_loss = 0.000000, total_loss = 0.000446 \n"," total_bbox = 303702, rewritten_bbox = 1.394788 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769763), count: 7, class_loss = 0.865813, iou_loss = 0.261216, total_loss = 1.127029 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822110), count: 2, class_loss = 0.094648, iou_loss = 0.100971, total_loss = 0.195618 \n","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 = 303711, rewritten_bbox = 1.394747 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796739), count: 6, class_loss = 0.864381, iou_loss = 0.324883, total_loss = 1.189264 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000503, iou_loss = 0.000000, total_loss = 0.000503 \n","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 = 303717, rewritten_bbox = 1.395049 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764320), count: 7, class_loss = 0.562983, iou_loss = 0.538348, total_loss = 1.101331 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621436), count: 18, class_loss = 2.535812, iou_loss = 1.933611, total_loss = 4.469423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.501805), count: 8, class_loss = 2.154567, iou_loss = 1.399927, total_loss = 3.554493 \n"," total_bbox = 303750, rewritten_bbox = 1.394897 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776302), count: 6, class_loss = 1.222660, iou_loss = 0.284584, total_loss = 1.507244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892428), count: 1, class_loss = 0.006495, iou_loss = 0.035578, total_loss = 0.042072 \n","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 = 303757, rewritten_bbox = 1.394865 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.604573), count: 8, class_loss = 1.301818, iou_loss = 3.125370, total_loss = 4.427188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011236, iou_loss = 0.000000, total_loss = 0.011236 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 303765, rewritten_bbox = 1.394828 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771756), count: 6, class_loss = 0.695029, iou_loss = 0.290189, total_loss = 0.985218 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815769), count: 2, class_loss = 0.268739, iou_loss = 0.061191, total_loss = 0.329931 \n","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 = 303773, rewritten_bbox = 1.394791 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796791), count: 3, class_loss = 0.315833, iou_loss = 0.146631, total_loss = 0.462464 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768406), count: 2, class_loss = 0.273499, iou_loss = 0.087353, total_loss = 0.360851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.708731), count: 2, class_loss = 0.658732, iou_loss = 0.163479, total_loss = 0.822211 \n"," total_bbox = 303780, rewritten_bbox = 1.394759 % \n","\n"," 2124: 0.672979, 0.586007 avg loss, 0.001000 rate, 8.601545 seconds, 135936 images, 3.689829 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: 0.781998), count: 8, class_loss = 0.263277, iou_loss = 0.441962, total_loss = 0.705240 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743492), count: 2, class_loss = 0.074334, iou_loss = 0.093215, total_loss = 0.167549 \n","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 = 303790, rewritten_bbox = 1.395043 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798884), count: 7, class_loss = 1.079625, iou_loss = 0.342210, total_loss = 1.421834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.073057, iou_loss = 0.000000, total_loss = 0.073057 \n","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 = 303797, rewritten_bbox = 1.395010 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792664), count: 6, class_loss = 0.736545, iou_loss = 0.316660, total_loss = 1.053205 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620580), count: 2, class_loss = 0.278875, iou_loss = 0.435789, total_loss = 0.714664 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000430, iou_loss = 0.000000, total_loss = 0.000430 \n"," total_bbox = 303805, rewritten_bbox = 1.394974 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756406), count: 6, class_loss = 0.880411, iou_loss = 0.453432, total_loss = 1.333843 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568369), count: 1, class_loss = 0.217258, iou_loss = 0.141685, total_loss = 0.358944 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n"," total_bbox = 303812, rewritten_bbox = 1.394942 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747231), count: 4, class_loss = 0.561980, iou_loss = 0.171485, total_loss = 0.733465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759091), count: 9, class_loss = 1.142860, iou_loss = 0.693694, total_loss = 1.836554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002504, iou_loss = 0.000000, total_loss = 0.002504 \n"," total_bbox = 303825, rewritten_bbox = 1.394882 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825562), count: 4, class_loss = 0.182162, iou_loss = 0.118277, total_loss = 0.300439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821648), count: 22, class_loss = 2.152973, iou_loss = 0.782191, total_loss = 2.935164 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014821, iou_loss = 0.000000, total_loss = 0.014821 \n"," total_bbox = 303851, rewritten_bbox = 1.394763 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817529), count: 6, class_loss = 0.073978, iou_loss = 0.223604, total_loss = 0.297582 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001822, iou_loss = 0.000000, total_loss = 0.001822 \n","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 = 303857, rewritten_bbox = 1.394735 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672927), count: 5, class_loss = 0.657064, iou_loss = 0.450169, total_loss = 1.107233 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752087), count: 5, class_loss = 0.615292, iou_loss = 0.237954, total_loss = 0.853246 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.540157), count: 1, class_loss = 0.287328, iou_loss = 0.126351, total_loss = 0.413680 \n"," total_bbox = 303868, rewritten_bbox = 1.394685 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732445), count: 9, class_loss = 1.469927, iou_loss = 0.711275, total_loss = 2.181202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.102433, iou_loss = 0.000000, total_loss = 0.102433 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000115, iou_loss = 0.000000, total_loss = 0.000115 \n"," total_bbox = 303877, rewritten_bbox = 1.394643 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727919), count: 8, class_loss = 1.099561, iou_loss = 0.631460, total_loss = 1.731021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665177), count: 1, class_loss = 0.249825, iou_loss = 0.115543, total_loss = 0.365367 \n","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 = 303886, rewritten_bbox = 1.394602 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851989), count: 6, class_loss = 0.298239, iou_loss = 0.160239, total_loss = 0.458479 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804079), count: 7, class_loss = 0.222612, iou_loss = 0.177073, total_loss = 0.399685 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.518790), count: 4, class_loss = 0.647948, iou_loss = 0.762078, total_loss = 1.410025 \n"," total_bbox = 303903, rewritten_bbox = 1.394524 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753006), count: 4, class_loss = 0.225228, iou_loss = 0.270593, total_loss = 0.495820 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002926, iou_loss = 0.000000, total_loss = 0.002926 \n","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 = 303907, rewritten_bbox = 1.394506 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849515), count: 3, class_loss = 0.191366, iou_loss = 0.080502, total_loss = 0.271868 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865679), count: 1, class_loss = 0.254503, iou_loss = 0.042586, total_loss = 0.297089 \n","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 = 303911, rewritten_bbox = 1.394487 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752883), count: 6, class_loss = 0.490448, iou_loss = 0.340828, total_loss = 0.831276 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771678), count: 2, class_loss = 0.315241, iou_loss = 0.150969, total_loss = 0.466210 \n","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 = 303919, rewritten_bbox = 1.394451 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697207), count: 5, class_loss = 0.759089, iou_loss = 0.501941, total_loss = 1.261031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608224), count: 3, class_loss = 0.671885, iou_loss = 0.432464, total_loss = 1.104349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.028437, iou_loss = 0.000000, total_loss = 0.028437 \n"," total_bbox = 303927, rewritten_bbox = 1.394414 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778920), count: 13, class_loss = 0.614336, iou_loss = 0.511945, total_loss = 1.126280 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741281), count: 6, class_loss = 0.791994, iou_loss = 0.363875, total_loss = 1.155868 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002232, iou_loss = 0.000000, total_loss = 0.002232 \n"," total_bbox = 303946, rewritten_bbox = 1.394327 % \n","\n"," 2125: 0.583689, 0.585776 avg loss, 0.001000 rate, 8.621453 seconds, 136000 images, 3.697755 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: 0.742656), count: 6, class_loss = 1.176040, iou_loss = 0.335946, total_loss = 1.511986 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875186), count: 1, class_loss = 0.209052, iou_loss = 0.008050, total_loss = 0.217102 \n","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 = 303953, rewritten_bbox = 1.394295 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781575), count: 7, class_loss = 0.509604, iou_loss = 0.287168, total_loss = 0.796772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006295, iou_loss = 0.000000, total_loss = 0.006295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 303960, rewritten_bbox = 1.394262 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697935), count: 5, class_loss = 0.419918, iou_loss = 0.394682, total_loss = 0.814601 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634859), count: 2, class_loss = 0.265023, iou_loss = 0.275829, total_loss = 0.540852 \n","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 = 303967, rewritten_bbox = 1.394230 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789453), count: 8, class_loss = 0.607666, iou_loss = 0.505266, total_loss = 1.112932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878802), count: 1, class_loss = 0.173241, iou_loss = 0.015056, total_loss = 0.188297 \n","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 = 303976, rewritten_bbox = 1.394189 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759036), count: 7, class_loss = 0.529672, iou_loss = 0.297001, total_loss = 0.826673 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000139, iou_loss = 0.000000, total_loss = 0.000139 \n","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 = 303983, rewritten_bbox = 1.394157 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732850), count: 10, class_loss = 1.194446, iou_loss = 0.776230, total_loss = 1.970676 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764162), count: 7, class_loss = 1.119372, iou_loss = 0.737785, total_loss = 1.857156 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.627870), count: 1, class_loss = 0.250002, iou_loss = 0.126463, total_loss = 0.376465 \n"," total_bbox = 304001, rewritten_bbox = 1.394074 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778817), count: 5, class_loss = 0.633482, iou_loss = 0.268165, total_loss = 0.901647 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723080), count: 5, class_loss = 0.936615, iou_loss = 0.427727, total_loss = 1.364343 \n","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 = 304011, rewritten_bbox = 1.394029 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775421), count: 3, class_loss = 0.365240, iou_loss = 0.094451, total_loss = 0.459691 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676262), count: 3, class_loss = 0.452041, iou_loss = 0.162623, total_loss = 0.614664 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.057158), count: 1, class_loss = 0.253452, iou_loss = 1.537251, total_loss = 1.790703 \n"," total_bbox = 304018, rewritten_bbox = 1.393996 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740357), count: 4, class_loss = 0.241405, iou_loss = 0.284547, total_loss = 0.525952 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.045962, iou_loss = 0.000000, total_loss = 0.045962 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000302, iou_loss = 0.000000, total_loss = 0.000302 \n"," total_bbox = 304022, rewritten_bbox = 1.393978 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779437), count: 12, class_loss = 1.150252, iou_loss = 0.695817, total_loss = 1.846070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713187), count: 2, class_loss = 0.172370, iou_loss = 0.310422, total_loss = 0.482792 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n"," total_bbox = 304036, rewritten_bbox = 1.394572 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875601), count: 2, class_loss = 0.078866, iou_loss = 0.067885, total_loss = 0.146751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819320), count: 3, class_loss = 0.248671, iou_loss = 0.075863, total_loss = 0.324535 \n","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 = 304041, rewritten_bbox = 1.394549 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751726), count: 9, class_loss = 1.042307, iou_loss = 0.686563, total_loss = 1.728870 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704200), count: 13, class_loss = 2.288073, iou_loss = 1.072417, total_loss = 3.360490 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.581277), count: 1, class_loss = 0.202565, iou_loss = 0.137573, total_loss = 0.340138 \n"," total_bbox = 304064, rewritten_bbox = 1.394443 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793654), count: 6, class_loss = 0.794753, iou_loss = 0.314657, total_loss = 1.109410 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718972), count: 3, class_loss = 0.399310, iou_loss = 0.305617, total_loss = 0.704928 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004098, iou_loss = 0.000000, total_loss = 0.004098 \n"," total_bbox = 304073, rewritten_bbox = 1.394402 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774815), count: 6, class_loss = 0.822038, iou_loss = 0.285893, total_loss = 1.107932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760052), count: 5, class_loss = 0.715065, iou_loss = 0.404542, total_loss = 1.119607 \n","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 = 304084, rewritten_bbox = 1.394352 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734046), count: 15, class_loss = 1.624220, iou_loss = 2.178497, total_loss = 3.802716 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752761), count: 8, class_loss = 0.754008, iou_loss = 0.431875, total_loss = 1.185883 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.665636), count: 1, class_loss = 0.250406, iou_loss = 0.076830, total_loss = 0.327236 \n"," total_bbox = 304108, rewritten_bbox = 1.395228 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817100), count: 6, class_loss = 0.164822, iou_loss = 0.240020, total_loss = 0.404843 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808249), count: 1, class_loss = 0.004110, iou_loss = 0.015411, total_loss = 0.019521 \n","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 = 304115, rewritten_bbox = 1.395196 % \n","\n"," 2126: 0.707074, 0.597905 avg loss, 0.001000 rate, 8.609966 seconds, 136064 images, 3.705682 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: 0.816836), count: 5, class_loss = 0.460254, iou_loss = 0.129196, total_loss = 0.589451 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881012), count: 1, class_loss = 0.116114, iou_loss = 0.019287, total_loss = 0.135401 \n","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 = 304121, rewritten_bbox = 1.395168 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783035), count: 7, class_loss = 0.514298, iou_loss = 0.260081, total_loss = 0.774380 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861473), count: 1, class_loss = 0.414554, iou_loss = 0.020801, total_loss = 0.435355 \n","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 = 304129, rewritten_bbox = 1.395460 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703048), count: 6, class_loss = 0.701759, iou_loss = 0.570339, total_loss = 1.272098 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636808), count: 1, class_loss = 0.365774, iou_loss = 0.174802, total_loss = 0.540575 \n","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 = 304136, rewritten_bbox = 1.395428 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724399), count: 8, class_loss = 0.820282, iou_loss = 0.512883, total_loss = 1.333165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.038693, iou_loss = 0.000000, total_loss = 0.038693 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000079, iou_loss = 0.000000, total_loss = 0.000079 \n"," total_bbox = 304144, rewritten_bbox = 1.395392 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761507), count: 6, class_loss = 1.412835, iou_loss = 0.306097, total_loss = 1.718931 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.592022), count: 1, class_loss = 0.235181, iou_loss = 0.157136, total_loss = 0.392318 \n","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 = 304151, rewritten_bbox = 1.395360 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786942), count: 5, class_loss = 0.993387, iou_loss = 0.226645, total_loss = 1.220032 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668309), count: 1, class_loss = 0.143574, iou_loss = 0.083435, total_loss = 0.227009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000206, iou_loss = 0.000000, total_loss = 0.000206 \n"," total_bbox = 304157, rewritten_bbox = 1.395332 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787465), count: 5, class_loss = 0.230833, iou_loss = 0.175451, total_loss = 0.406284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769787), count: 4, class_loss = 0.746194, iou_loss = 0.186274, total_loss = 0.932468 \n","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 = 304166, rewritten_bbox = 1.395291 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751251), count: 4, class_loss = 0.477968, iou_loss = 0.192009, total_loss = 0.669977 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816534), count: 1, class_loss = 0.032116, iou_loss = 0.013108, total_loss = 0.045225 \n","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 = 304171, rewritten_bbox = 1.395268 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810923), count: 4, class_loss = 0.236372, iou_loss = 0.148770, total_loss = 0.385142 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837818), count: 1, class_loss = 0.138874, iou_loss = 0.029730, total_loss = 0.168603 \n","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 = 304176, rewritten_bbox = 1.395245 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887455), count: 3, class_loss = 0.042055, iou_loss = 0.033120, total_loss = 0.075176 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740502), count: 2, class_loss = 0.550610, iou_loss = 0.119221, total_loss = 0.669831 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000185, iou_loss = 0.000000, total_loss = 0.000185 \n"," total_bbox = 304181, rewritten_bbox = 1.395222 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762357), count: 6, class_loss = 0.850570, iou_loss = 0.762893, total_loss = 1.613464 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n","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 = 304187, rewritten_bbox = 1.395194 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811463), count: 5, class_loss = 0.662227, iou_loss = 0.132019, total_loss = 0.794246 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001882, iou_loss = 0.000000, total_loss = 0.001882 \n","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 = 304191, rewritten_bbox = 1.395176 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761425), count: 5, class_loss = 0.427754, iou_loss = 0.166835, total_loss = 0.594589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777153), count: 6, class_loss = 0.779834, iou_loss = 0.204852, total_loss = 0.984686 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000736, iou_loss = 0.000000, total_loss = 0.000736 \n"," total_bbox = 304202, rewritten_bbox = 1.395126 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745122), count: 15, class_loss = 1.623756, iou_loss = 1.278779, total_loss = 2.902535 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750414), count: 2, class_loss = 0.327671, iou_loss = 0.192849, total_loss = 0.520520 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n"," total_bbox = 304219, rewritten_bbox = 1.396363 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792334), count: 5, class_loss = 0.773186, iou_loss = 0.196963, total_loss = 0.970148 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.031331, iou_loss = 0.000000, total_loss = 0.031331 \n","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 = 304224, rewritten_bbox = 1.396340 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737170), count: 5, class_loss = 1.106959, iou_loss = 0.299617, total_loss = 1.406576 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.617672), count: 5, class_loss = 1.090316, iou_loss = 0.725928, total_loss = 1.816244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000104, iou_loss = 0.000000, total_loss = 0.000104 \n"," total_bbox = 304234, rewritten_bbox = 1.396294 % \n","\n"," 2127: 0.493089, 0.587424 avg loss, 0.001000 rate, 8.587354 seconds, 136128 images, 3.713445 hours left\n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674615), count: 5, class_loss = 0.399378, iou_loss = 0.666726, total_loss = 1.066104 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767470), count: 6, class_loss = 0.693868, iou_loss = 0.373249, total_loss = 1.067117 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.669783), count: 1, class_loss = 0.242354, iou_loss = 0.118535, total_loss = 0.360889 \n"," total_bbox = 304246, rewritten_bbox = 1.396239 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706923), count: 7, class_loss = 0.571834, iou_loss = 0.523544, total_loss = 1.095378 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634487), count: 1, class_loss = 0.252653, iou_loss = 0.159055, total_loss = 0.411709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000144, iou_loss = 0.000000, total_loss = 0.000144 \n"," total_bbox = 304254, rewritten_bbox = 1.396202 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703594), count: 5, class_loss = 0.754740, iou_loss = 0.417623, total_loss = 1.172363 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.932545), count: 1, class_loss = 0.276585, iou_loss = 0.007829, total_loss = 0.284414 \n","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 = 304260, rewritten_bbox = 1.396174 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578829), count: 6, class_loss = 0.516825, iou_loss = 1.301314, total_loss = 1.818138 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004483, iou_loss = 0.000000, total_loss = 0.004483 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.207091), count: 1, class_loss = 0.251939, iou_loss = 1.355950, total_loss = 1.607888 \n"," total_bbox = 304267, rewritten_bbox = 1.396471 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761199), count: 8, class_loss = 0.851659, iou_loss = 0.494475, total_loss = 1.346135 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837369), count: 1, class_loss = 0.096939, iou_loss = 0.022544, total_loss = 0.119483 \n","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 = 304276, rewritten_bbox = 1.396430 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714107), count: 5, class_loss = 0.609359, iou_loss = 0.328423, total_loss = 0.937782 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775279), count: 1, class_loss = 0.006551, iou_loss = 0.021696, total_loss = 0.028248 \n","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 = 304282, rewritten_bbox = 1.396402 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717814), count: 9, class_loss = 0.448342, iou_loss = 0.554406, total_loss = 1.002748 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764220), count: 3, class_loss = 0.523979, iou_loss = 0.128037, total_loss = 0.652016 \n","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 = 304294, rewritten_bbox = 1.396347 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760534), count: 5, class_loss = 0.634175, iou_loss = 0.231375, total_loss = 0.865550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753492), count: 3, class_loss = 0.593491, iou_loss = 0.217668, total_loss = 0.811159 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n"," total_bbox = 304302, rewritten_bbox = 1.396310 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834050), count: 3, class_loss = 0.119175, iou_loss = 0.052943, total_loss = 0.172118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716876), count: 1, class_loss = 0.038381, iou_loss = 0.095681, total_loss = 0.134062 \n","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 = 304306, rewritten_bbox = 1.396292 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784708), count: 5, class_loss = 0.422541, iou_loss = 0.413790, total_loss = 0.836332 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812117), count: 1, class_loss = 0.112378, iou_loss = 0.089180, total_loss = 0.201558 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.514394), count: 9, class_loss = 2.026146, iou_loss = 2.805244, total_loss = 4.831390 \n"," total_bbox = 304321, rewritten_bbox = 1.396223 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838861), count: 5, class_loss = 0.482713, iou_loss = 0.078047, total_loss = 0.560760 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003877, iou_loss = 0.000000, total_loss = 0.003877 \n","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 = 304326, rewritten_bbox = 1.396200 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767481), count: 6, class_loss = 0.461586, iou_loss = 0.345805, total_loss = 0.807391 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713144), count: 5, class_loss = 0.837740, iou_loss = 0.610883, total_loss = 1.448623 \n","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 = 304337, rewritten_bbox = 1.396150 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857222), count: 5, class_loss = 0.684221, iou_loss = 0.148498, total_loss = 0.832720 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658277), count: 2, class_loss = 0.193554, iou_loss = 0.232146, total_loss = 0.425700 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000352, iou_loss = 0.000000, total_loss = 0.000352 \n"," total_bbox = 304344, rewritten_bbox = 1.396118 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756222), count: 8, class_loss = 1.095289, iou_loss = 0.326199, total_loss = 1.421488 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888781), count: 1, class_loss = 0.036586, iou_loss = 0.015179, total_loss = 0.051765 \n","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 = 304353, rewritten_bbox = 1.396076 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800830), count: 3, class_loss = 0.059233, iou_loss = 0.195116, total_loss = 0.254348 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801070), count: 3, class_loss = 0.157524, iou_loss = 0.104622, total_loss = 0.262146 \n","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 = 304359, rewritten_bbox = 1.396049 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878591), count: 2, class_loss = 0.028473, iou_loss = 0.063521, total_loss = 0.091994 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710387), count: 2, class_loss = 0.215881, iou_loss = 0.194783, total_loss = 0.410664 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n"," total_bbox = 304363, rewritten_bbox = 1.396030 % \n","\n"," 2128: 0.570817, 0.585763 avg loss, 0.001000 rate, 8.582426 seconds, 136192 images, 3.720989 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: 0.773187), count: 6, class_loss = 0.699278, iou_loss = 0.298412, total_loss = 0.997690 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012458, iou_loss = 0.000000, total_loss = 0.012458 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.518992), count: 1, class_loss = 0.250356, iou_loss = 0.129337, total_loss = 0.379694 \n"," total_bbox = 304370, rewritten_bbox = 1.395998 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823240), count: 5, class_loss = 0.425994, iou_loss = 0.238028, total_loss = 0.664022 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712101), count: 2, class_loss = 0.383579, iou_loss = 0.179305, total_loss = 0.562884 \n","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 = 304377, rewritten_bbox = 1.395966 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780411), count: 8, class_loss = 0.377270, iou_loss = 0.391586, total_loss = 0.768856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752371), count: 3, class_loss = 0.173864, iou_loss = 0.134144, total_loss = 0.308007 \n","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 = 304388, rewritten_bbox = 1.395916 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745306), count: 6, class_loss = 0.943049, iou_loss = 0.230923, total_loss = 1.173972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729541), count: 1, class_loss = 0.192920, iou_loss = 0.264729, total_loss = 0.457649 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 304395, rewritten_bbox = 1.395884 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723994), count: 6, class_loss = 1.047923, iou_loss = 0.531053, total_loss = 1.578976 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006430, iou_loss = 0.000000, total_loss = 0.006430 \n","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 = 304401, rewritten_bbox = 1.395856 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781918), count: 7, class_loss = 0.507359, iou_loss = 0.328211, total_loss = 0.835570 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.066963, iou_loss = 0.000000, total_loss = 0.066963 \n","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 = 304408, rewritten_bbox = 1.395824 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762673), count: 4, class_loss = 0.500174, iou_loss = 0.237531, total_loss = 0.737705 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000179, iou_loss = 0.000000, total_loss = 0.000179 \n","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 = 304411, rewritten_bbox = 1.395810 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773320), count: 3, class_loss = 0.322011, iou_loss = 0.134533, total_loss = 0.456545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641968), count: 1, class_loss = 0.615750, iou_loss = 0.157449, total_loss = 0.773199 \n","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 = 304415, rewritten_bbox = 1.395792 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776952), count: 2, class_loss = 0.187656, iou_loss = 0.063720, total_loss = 0.251376 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570269), count: 8, class_loss = 0.701593, iou_loss = 1.077517, total_loss = 1.779110 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573218), count: 14, class_loss = 2.143785, iou_loss = 2.199115, total_loss = 4.342900 \n"," total_bbox = 304439, rewritten_bbox = 1.395682 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735652), count: 6, class_loss = 0.756881, iou_loss = 0.277596, total_loss = 1.034478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703166), count: 2, class_loss = 0.524328, iou_loss = 0.205210, total_loss = 0.729539 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n"," total_bbox = 304447, rewritten_bbox = 1.395645 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815850), count: 4, class_loss = 0.259553, iou_loss = 0.106702, total_loss = 0.366255 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680044), count: 4, class_loss = 0.173531, iou_loss = 0.342078, total_loss = 0.515610 \n","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 = 304455, rewritten_bbox = 1.395609 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828206), count: 4, class_loss = 0.697673, iou_loss = 0.142573, total_loss = 0.840246 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820479), count: 2, class_loss = 0.030624, iou_loss = 0.072587, total_loss = 0.103210 \n","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 = 304461, rewritten_bbox = 1.395581 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730909), count: 6, class_loss = 0.342028, iou_loss = 0.511514, total_loss = 0.853542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.675390), count: 2, class_loss = 0.379926, iou_loss = 0.094363, total_loss = 0.474289 \n","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 = 304469, rewritten_bbox = 1.395544 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734329), count: 6, class_loss = 0.833711, iou_loss = 0.524651, total_loss = 1.358362 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600391), count: 2, class_loss = 0.298568, iou_loss = 0.564782, total_loss = 0.863350 \n","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 = 304477, rewritten_bbox = 1.395508 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666755), count: 3, class_loss = 0.682426, iou_loss = 0.470196, total_loss = 1.152622 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888640), count: 1, class_loss = 0.073125, iou_loss = 0.004512, total_loss = 0.077637 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.892350), count: 1, class_loss = 0.118930, iou_loss = 0.013519, total_loss = 0.132448 \n"," total_bbox = 304482, rewritten_bbox = 1.395485 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742492), count: 5, class_loss = 0.567101, iou_loss = 0.265373, total_loss = 0.832475 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.605931), count: 1, class_loss = 0.032748, iou_loss = 0.088284, total_loss = 0.121032 \n","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 = 304488, rewritten_bbox = 1.395457 % \n","\n"," 2129: 0.533530, 0.580540 avg loss, 0.001000 rate, 8.572284 seconds, 136256 images, 3.728408 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: 0.707924), count: 5, class_loss = 0.721943, iou_loss = 0.679359, total_loss = 1.401303 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797323), count: 1, class_loss = 0.006316, iou_loss = 0.064644, total_loss = 0.070959 \n","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 = 304494, rewritten_bbox = 1.395430 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796649), count: 8, class_loss = 0.969230, iou_loss = 0.439254, total_loss = 1.408484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.642161), count: 1, class_loss = 0.254387, iou_loss = 0.149489, total_loss = 0.403876 \n","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 = 304503, rewritten_bbox = 1.395389 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831878), count: 7, class_loss = 0.590518, iou_loss = 0.291267, total_loss = 0.881785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753072), count: 2, class_loss = 0.257650, iou_loss = 0.124509, total_loss = 0.382159 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022668, iou_loss = 0.000000, total_loss = 0.022668 \n"," total_bbox = 304512, rewritten_bbox = 1.395347 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703764), count: 15, class_loss = 1.262860, iou_loss = 2.086861, total_loss = 3.349722 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808361), count: 2, class_loss = 0.087948, iou_loss = 0.132526, total_loss = 0.220474 \n","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 = 304529, rewritten_bbox = 1.396255 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746531), count: 6, class_loss = 0.608338, iou_loss = 0.334791, total_loss = 0.943130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776460), count: 1, class_loss = 0.188219, iou_loss = 0.082642, total_loss = 0.270861 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.250130), count: 1, class_loss = 0.248857, iou_loss = 1.032701, total_loss = 1.281558 \n"," total_bbox = 304537, rewritten_bbox = 1.396218 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696375), count: 5, class_loss = 0.685447, iou_loss = 0.255522, total_loss = 0.940970 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833656), count: 5, class_loss = 0.470210, iou_loss = 0.114571, total_loss = 0.584781 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.422227), count: 1, class_loss = 0.625615, iou_loss = 0.057688, total_loss = 0.683303 \n"," total_bbox = 304548, rewritten_bbox = 1.396167 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676210), count: 6, class_loss = 0.502533, iou_loss = 0.637227, total_loss = 1.139760 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.076701, iou_loss = 0.000000, total_loss = 0.076701 \n","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 = 304554, rewritten_bbox = 1.396140 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811357), count: 6, class_loss = 0.409497, iou_loss = 0.251431, total_loss = 0.660928 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515202), count: 1, class_loss = 0.256498, iou_loss = 0.253263, total_loss = 0.509761 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 304560, rewritten_bbox = 1.396112 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748259), count: 4, class_loss = 0.741305, iou_loss = 0.388655, total_loss = 1.129960 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.191207, iou_loss = 0.000000, total_loss = 0.191207 \n","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 = 304564, rewritten_bbox = 1.396094 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724738), count: 5, class_loss = 1.144807, iou_loss = 0.382211, total_loss = 1.527018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.675577), count: 1, class_loss = 0.234233, iou_loss = 0.056129, total_loss = 0.290362 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.455004), count: 1, class_loss = 0.234131, iou_loss = 0.421244, total_loss = 0.655374 \n"," total_bbox = 304571, rewritten_bbox = 1.396062 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788985), count: 7, class_loss = 0.675875, iou_loss = 0.451644, total_loss = 1.127519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000639, iou_loss = 0.000000, total_loss = 0.000639 \n","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 = 304578, rewritten_bbox = 1.396030 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763292), count: 5, class_loss = 0.062034, iou_loss = 0.333415, total_loss = 0.395449 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717005), count: 6, class_loss = 0.633262, iou_loss = 0.643855, total_loss = 1.277117 \n","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 = 304589, rewritten_bbox = 1.395980 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849749), count: 4, class_loss = 0.276730, iou_loss = 0.148427, total_loss = 0.425157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000176, iou_loss = 0.000000, total_loss = 0.000176 \n","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 = 304593, rewritten_bbox = 1.395961 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748212), count: 3, class_loss = 0.331209, iou_loss = 0.101061, total_loss = 0.432270 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812681), count: 11, class_loss = 0.450563, iou_loss = 0.425678, total_loss = 0.876241 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.558205), count: 1, class_loss = 0.283746, iou_loss = 0.132762, total_loss = 0.416508 \n"," total_bbox = 304608, rewritten_bbox = 1.395892 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727078), count: 4, class_loss = 0.771026, iou_loss = 0.306320, total_loss = 1.077346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739299), count: 8, class_loss = 1.447511, iou_loss = 0.834835, total_loss = 2.282346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000066, iou_loss = 0.000000, total_loss = 0.000066 \n"," total_bbox = 304620, rewritten_bbox = 1.395837 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777752), count: 4, class_loss = 0.098033, iou_loss = 0.150269, total_loss = 0.248303 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739409), count: 2, class_loss = 0.662121, iou_loss = 0.146857, total_loss = 0.808978 \n","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 = 304626, rewritten_bbox = 1.395810 % \n","\n"," 2130: 0.591569, 0.581643 avg loss, 0.001000 rate, 8.601638 seconds, 136320 images, 3.735677 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 384 x 384 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000042 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.909075), count: 2, class_loss = 0.141468, iou_loss = 0.030516, total_loss = 0.171985 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760858), count: 2, class_loss = 0.220665, iou_loss = 0.138905, total_loss = 0.359570 \n","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 = 304630, rewritten_bbox = 1.395792 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771868), count: 6, class_loss = 0.453342, iou_loss = 0.244035, total_loss = 0.697377 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771800), count: 8, class_loss = 0.371306, iou_loss = 0.375377, total_loss = 0.746683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010411, iou_loss = 0.000000, total_loss = 0.010411 \n"," total_bbox = 304644, rewritten_bbox = 1.395728 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726371), count: 3, class_loss = 0.215098, iou_loss = 0.188700, total_loss = 0.403799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748984), count: 3, class_loss = 0.312611, iou_loss = 0.107288, total_loss = 0.419899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.735955), count: 9, class_loss = 0.789817, iou_loss = 0.588720, total_loss = 1.378537 \n"," total_bbox = 304659, rewritten_bbox = 1.395659 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707617), count: 5, class_loss = 0.928336, iou_loss = 0.286107, total_loss = 1.214443 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751171), count: 4, class_loss = 0.729624, iou_loss = 0.268628, total_loss = 0.998252 \n","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 = 304668, rewritten_bbox = 1.395617 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619785), count: 4, class_loss = 0.248316, iou_loss = 0.426633, total_loss = 0.674949 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.697666), count: 9, class_loss = 1.217693, iou_loss = 0.712495, total_loss = 1.930188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.689964), count: 10, class_loss = 1.552994, iou_loss = 0.993319, total_loss = 2.546313 \n"," total_bbox = 304691, rewritten_bbox = 1.395512 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832900), count: 8, class_loss = 0.664765, iou_loss = 0.430665, total_loss = 1.095430 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","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 = 304699, rewritten_bbox = 1.395476 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678612), count: 11, class_loss = 1.008020, iou_loss = 1.024665, total_loss = 2.032685 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725349), count: 6, class_loss = 0.712910, iou_loss = 0.394095, total_loss = 1.107005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000121, iou_loss = 0.000000, total_loss = 0.000121 \n"," total_bbox = 304716, rewritten_bbox = 1.395726 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738385), count: 5, class_loss = 0.506853, iou_loss = 0.287281, total_loss = 0.794133 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730103), count: 5, class_loss = 0.784434, iou_loss = 0.265314, total_loss = 1.049749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.700015), count: 1, class_loss = 0.501944, iou_loss = 0.078718, total_loss = 0.580661 \n"," total_bbox = 304727, rewritten_bbox = 1.395675 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722950), count: 5, class_loss = 0.514240, iou_loss = 0.387694, total_loss = 0.901934 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734465), count: 1, class_loss = 0.095577, iou_loss = 0.107977, total_loss = 0.203554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.733841), count: 1, class_loss = 0.237511, iou_loss = 0.032467, total_loss = 0.269978 \n"," total_bbox = 304734, rewritten_bbox = 1.395643 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703004), count: 3, class_loss = 0.108556, iou_loss = 0.167427, total_loss = 0.275983 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.724226), count: 5, class_loss = 0.517235, iou_loss = 0.257712, total_loss = 0.774946 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734858), count: 8, class_loss = 1.454305, iou_loss = 0.725404, total_loss = 2.179709 \n"," total_bbox = 304750, rewritten_bbox = 1.395570 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787225), count: 6, class_loss = 1.017115, iou_loss = 0.362250, total_loss = 1.379365 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710562), count: 4, class_loss = 0.695140, iou_loss = 0.322220, total_loss = 1.017360 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n"," total_bbox = 304760, rewritten_bbox = 1.395524 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773373), count: 7, class_loss = 0.770148, iou_loss = 0.329409, total_loss = 1.099556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670569), count: 1, class_loss = 0.325198, iou_loss = 0.065122, total_loss = 0.390321 \n","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 = 304768, rewritten_bbox = 1.395488 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703367), count: 2, class_loss = 0.241189, iou_loss = 0.162274, total_loss = 0.403462 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680242), count: 5, class_loss = 0.690866, iou_loss = 0.384759, total_loss = 1.075625 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.487567), count: 8, class_loss = 1.404971, iou_loss = 1.788246, total_loss = 3.193217 \n"," total_bbox = 304783, rewritten_bbox = 1.395419 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811796), count: 3, class_loss = 0.427131, iou_loss = 0.063334, total_loss = 0.490465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736690), count: 4, class_loss = 0.362786, iou_loss = 0.356143, total_loss = 0.718930 \n","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 = 304790, rewritten_bbox = 1.395387 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746045), count: 3, class_loss = 0.015391, iou_loss = 0.075861, total_loss = 0.091252 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748560), count: 4, class_loss = 0.311612, iou_loss = 0.285057, total_loss = 0.596668 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539206), count: 1, class_loss = 0.077862, iou_loss = 0.161125, total_loss = 0.238987 \n"," total_bbox = 304798, rewritten_bbox = 1.395350 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804082), count: 4, class_loss = 0.297064, iou_loss = 0.099478, total_loss = 0.396542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704817), count: 5, class_loss = 0.605729, iou_loss = 0.462660, total_loss = 1.068389 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.545402), count: 6, class_loss = 0.847689, iou_loss = 1.042926, total_loss = 1.890615 \n"," total_bbox = 304813, rewritten_bbox = 1.395610 % \n","\n"," 2131: 0.768106, 0.600289 avg loss, 0.001000 rate, 4.014764 seconds, 136384 images, 3.743001 hours left\n","Loaded: 0.000050 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830945), count: 5, class_loss = 0.157521, iou_loss = 0.162899, total_loss = 0.320420 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.050972, iou_loss = 0.000000, total_loss = 0.050972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.584269), count: 1, class_loss = 0.249740, iou_loss = 0.107262, total_loss = 0.357002 \n"," total_bbox = 304819, rewritten_bbox = 1.395582 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756575), count: 3, class_loss = 0.772607, iou_loss = 0.195013, total_loss = 0.967620 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658312), count: 6, class_loss = 0.935306, iou_loss = 0.810595, total_loss = 1.745901 \n","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 = 304828, rewritten_bbox = 1.395541 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751546), count: 4, class_loss = 0.438535, iou_loss = 0.251871, total_loss = 0.690407 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782758), count: 2, class_loss = 0.020334, iou_loss = 0.122426, total_loss = 0.142760 \n","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 = 304834, rewritten_bbox = 1.395842 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750200), count: 7, class_loss = 1.167650, iou_loss = 0.377272, total_loss = 1.544922 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767743), count: 4, class_loss = 0.586476, iou_loss = 0.228575, total_loss = 0.815051 \n","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 = 304845, rewritten_bbox = 1.395791 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740872), count: 5, class_loss = 1.029240, iou_loss = 0.283163, total_loss = 1.312403 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717581), count: 4, class_loss = 0.418399, iou_loss = 0.283778, total_loss = 0.702176 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.442347), count: 1, class_loss = 0.250193, iou_loss = 0.210610, total_loss = 0.460803 \n"," total_bbox = 304855, rewritten_bbox = 1.395746 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719402), count: 4, class_loss = 0.444527, iou_loss = 0.317746, total_loss = 0.762273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687862), count: 2, class_loss = 0.890775, iou_loss = 0.135091, total_loss = 1.025866 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.890469), count: 1, class_loss = 0.236570, iou_loss = 0.026764, total_loss = 0.263334 \n"," total_bbox = 304862, rewritten_bbox = 1.395713 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774492), count: 5, class_loss = 0.626161, iou_loss = 0.225851, total_loss = 0.852012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694399), count: 2, class_loss = 0.373824, iou_loss = 0.129358, total_loss = 0.503182 \n","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 = 304869, rewritten_bbox = 1.395681 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644588), count: 3, class_loss = 0.417924, iou_loss = 0.327765, total_loss = 0.745689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705195), count: 4, class_loss = 0.583624, iou_loss = 0.454360, total_loss = 1.037983 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.599077), count: 7, class_loss = 1.219365, iou_loss = 1.521470, total_loss = 2.740835 \n"," total_bbox = 304883, rewritten_bbox = 1.395617 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747883), count: 5, class_loss = 0.650469, iou_loss = 0.303748, total_loss = 0.954217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700869), count: 17, class_loss = 2.160577, iou_loss = 1.354274, total_loss = 3.514851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710351), count: 8, class_loss = 1.179428, iou_loss = 0.524318, total_loss = 1.703746 \n"," total_bbox = 304913, rewritten_bbox = 1.395480 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744923), count: 3, class_loss = 0.195065, iou_loss = 0.158420, total_loss = 0.353485 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788186), count: 1, class_loss = 0.123109, iou_loss = 0.029576, total_loss = 0.152685 \n","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 = 304917, rewritten_bbox = 1.395462 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836197), count: 6, class_loss = 0.303103, iou_loss = 0.262434, total_loss = 0.565536 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.681389), count: 2, class_loss = 0.450403, iou_loss = 0.141528, total_loss = 0.591930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.767372), count: 1, class_loss = 0.237450, iou_loss = 0.030603, total_loss = 0.268053 \n"," total_bbox = 304926, rewritten_bbox = 1.395748 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725723), count: 6, class_loss = 0.611242, iou_loss = 0.641865, total_loss = 1.253108 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.024900, iou_loss = 0.000000, total_loss = 0.024900 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.515371), count: 2, class_loss = 0.484535, iou_loss = 0.511975, total_loss = 0.996510 \n"," total_bbox = 304934, rewritten_bbox = 1.395712 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754385), count: 8, class_loss = 0.926045, iou_loss = 0.917794, total_loss = 1.843839 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750484), count: 2, class_loss = 0.241419, iou_loss = 0.180217, total_loss = 0.421636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001518, iou_loss = 0.000000, total_loss = 0.001518 \n"," total_bbox = 304944, rewritten_bbox = 1.395666 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778628), count: 4, class_loss = 0.175018, iou_loss = 0.344998, total_loss = 0.520016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000823, iou_loss = 0.000000, total_loss = 0.000823 \n","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 = 304948, rewritten_bbox = 1.395648 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739154), count: 5, class_loss = 1.262003, iou_loss = 0.399886, total_loss = 1.661890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719872), count: 1, class_loss = 0.057797, iou_loss = 0.052134, total_loss = 0.109932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000133, iou_loss = 0.000000, total_loss = 0.000133 \n"," total_bbox = 304954, rewritten_bbox = 1.395620 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784502), count: 8, class_loss = 0.868270, iou_loss = 0.323517, total_loss = 1.191787 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.697789), count: 5, class_loss = 0.840946, iou_loss = 0.482867, total_loss = 1.323813 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000746, iou_loss = 0.000000, total_loss = 0.000746 \n"," total_bbox = 304967, rewritten_bbox = 1.395561 % \n","\n"," 2132: 0.718685, 0.612129 avg loss, 0.001000 rate, 4.165761 seconds, 136448 images, 3.726415 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751530), count: 4, class_loss = 0.427581, iou_loss = 0.231829, total_loss = 0.659411 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863376), count: 1, class_loss = 0.157565, iou_loss = 0.010415, total_loss = 0.167980 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003279, iou_loss = 0.000000, total_loss = 0.003279 \n"," total_bbox = 304972, rewritten_bbox = 1.395538 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.687326), count: 9, class_loss = 1.446035, iou_loss = 0.988094, total_loss = 2.434129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747580), count: 7, class_loss = 1.415997, iou_loss = 0.586196, total_loss = 2.002193 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.697933), count: 1, class_loss = 0.102484, iou_loss = 0.102580, total_loss = 0.205064 \n"," total_bbox = 304989, rewritten_bbox = 1.395460 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752196), count: 4, class_loss = 0.687458, iou_loss = 0.189358, total_loss = 0.876816 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000769, iou_loss = 0.000000, total_loss = 0.000769 \n","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 = 304993, rewritten_bbox = 1.395442 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741707), count: 3, class_loss = 0.644432, iou_loss = 0.119384, total_loss = 0.763817 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643392), count: 13, class_loss = 2.638676, iou_loss = 1.924852, total_loss = 4.563528 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.580071), count: 2, class_loss = 0.361458, iou_loss = 0.351361, total_loss = 0.712819 \n"," total_bbox = 305011, rewritten_bbox = 1.395360 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833193), count: 4, class_loss = 0.039585, iou_loss = 0.060502, total_loss = 0.100087 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871699), count: 1, class_loss = 0.177523, iou_loss = 0.008328, total_loss = 0.185851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699513), count: 1, class_loss = 0.134106, iou_loss = 0.080631, total_loss = 0.214738 \n"," total_bbox = 305017, rewritten_bbox = 1.395332 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771385), count: 4, class_loss = 0.212605, iou_loss = 0.183001, total_loss = 0.395605 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.669404), count: 2, class_loss = 0.455153, iou_loss = 0.146343, total_loss = 0.601497 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000251, iou_loss = 0.000000, total_loss = 0.000251 \n"," total_bbox = 305023, rewritten_bbox = 1.395305 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802655), count: 5, class_loss = 0.754820, iou_loss = 0.134923, total_loss = 0.889744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004572, iou_loss = 0.000000, total_loss = 0.004572 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000722, iou_loss = 0.000000, total_loss = 0.000722 \n"," total_bbox = 305028, rewritten_bbox = 1.395282 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698228), count: 4, class_loss = 0.582234, iou_loss = 0.218979, total_loss = 0.801213 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764704), count: 1, class_loss = 0.327826, iou_loss = 0.051834, total_loss = 0.379660 \n","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 = 305033, rewritten_bbox = 1.395259 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733962), count: 5, class_loss = 0.280991, iou_loss = 0.304759, total_loss = 0.585750 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662228), count: 7, class_loss = 0.815289, iou_loss = 0.710659, total_loss = 1.525948 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.680098), count: 1, class_loss = 0.037757, iou_loss = 0.095631, total_loss = 0.133388 \n"," total_bbox = 305046, rewritten_bbox = 1.395199 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786798), count: 4, class_loss = 0.266081, iou_loss = 0.269404, total_loss = 0.535485 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819251), count: 2, class_loss = 0.077004, iou_loss = 0.065981, total_loss = 0.142985 \n","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 = 305052, rewritten_bbox = 1.395172 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000077, iou_loss = 0.000000, total_loss = 0.000077 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627676), count: 4, class_loss = 0.668997, iou_loss = 0.752430, total_loss = 1.421427 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.691452), count: 1, class_loss = 0.105866, iou_loss = 0.068555, total_loss = 0.174421 \n"," total_bbox = 305057, rewritten_bbox = 1.395149 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753939), count: 3, class_loss = 0.011076, iou_loss = 0.223780, total_loss = 0.234855 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767807), count: 3, class_loss = 0.322940, iou_loss = 0.171840, total_loss = 0.494781 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001348, iou_loss = 0.000000, total_loss = 0.001348 \n"," total_bbox = 305062, rewritten_bbox = 1.395126 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761164), count: 6, class_loss = 0.039039, iou_loss = 0.272728, total_loss = 0.311767 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.352604), count: 1, class_loss = 0.598102, iou_loss = 0.542004, total_loss = 1.140106 \n","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 = 305069, rewritten_bbox = 1.395094 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791359), count: 5, class_loss = 0.819246, iou_loss = 0.121245, total_loss = 0.940491 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.462965), count: 1, class_loss = 0.306367, iou_loss = 0.316966, total_loss = 0.623334 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000754, iou_loss = 0.000000, total_loss = 0.000754 \n"," total_bbox = 305075, rewritten_bbox = 1.395067 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837961), count: 3, class_loss = 0.110752, iou_loss = 0.060925, total_loss = 0.171678 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760413), count: 1, class_loss = 0.014798, iou_loss = 0.051156, total_loss = 0.065954 \n","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 = 305079, rewritten_bbox = 1.395048 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716790), count: 3, class_loss = 0.584250, iou_loss = 0.221071, total_loss = 0.805321 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666161), count: 6, class_loss = 1.286320, iou_loss = 0.724581, total_loss = 2.010901 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000137, iou_loss = 0.000000, total_loss = 0.000137 \n"," total_bbox = 305088, rewritten_bbox = 1.395007 % \n","\n"," 2133: 0.568438, 0.607759 avg loss, 0.001000 rate, 4.147605 seconds, 136512 images, 3.710767 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787339), count: 3, class_loss = 0.582036, iou_loss = 0.080334, total_loss = 0.662370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710003), count: 2, class_loss = 0.315737, iou_loss = 0.154892, total_loss = 0.470629 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.735775), count: 1, class_loss = 0.257931, iou_loss = 0.046547, total_loss = 0.304479 \n"," total_bbox = 305094, rewritten_bbox = 1.394980 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685965), count: 9, class_loss = 0.514288, iou_loss = 1.478395, total_loss = 1.992683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001230, iou_loss = 0.000000, total_loss = 0.001230 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000215, iou_loss = 0.000000, total_loss = 0.000215 \n"," total_bbox = 305103, rewritten_bbox = 1.395594 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756744), count: 6, class_loss = 0.999547, iou_loss = 0.783022, total_loss = 1.782569 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799309), count: 1, class_loss = 0.092878, iou_loss = 0.021567, total_loss = 0.114445 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000916, iou_loss = 0.000000, total_loss = 0.000916 \n"," total_bbox = 305110, rewritten_bbox = 1.395562 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775443), count: 4, class_loss = 0.596687, iou_loss = 0.151176, total_loss = 0.747863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597519), count: 2, class_loss = 0.312133, iou_loss = 0.326367, total_loss = 0.638500 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000145, iou_loss = 0.000000, total_loss = 0.000145 \n"," total_bbox = 305116, rewritten_bbox = 1.395535 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884169), count: 3, class_loss = 0.050880, iou_loss = 0.062128, total_loss = 0.113009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701410), count: 4, class_loss = 0.910608, iou_loss = 0.511253, total_loss = 1.421861 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001190, iou_loss = 0.000000, total_loss = 0.001190 \n"," total_bbox = 305123, rewritten_bbox = 1.395503 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714222), count: 5, class_loss = 0.803002, iou_loss = 0.323614, total_loss = 1.126616 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622575), count: 6, class_loss = 1.126202, iou_loss = 0.856905, total_loss = 1.983107 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005725, iou_loss = 0.000000, total_loss = 0.005725 \n"," total_bbox = 305134, rewritten_bbox = 1.395452 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813712), count: 4, class_loss = 0.297608, iou_loss = 0.085710, total_loss = 0.383318 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762850), count: 4, class_loss = 0.282712, iou_loss = 0.177503, total_loss = 0.460215 \n","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 = 305142, rewritten_bbox = 1.395416 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807289), count: 5, class_loss = 0.134726, iou_loss = 0.173074, total_loss = 0.307800 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814325), count: 3, class_loss = 0.267467, iou_loss = 0.112725, total_loss = 0.380192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000503, iou_loss = 0.000000, total_loss = 0.000503 \n"," total_bbox = 305150, rewritten_bbox = 1.395379 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784240), count: 8, class_loss = 0.800889, iou_loss = 0.289338, total_loss = 1.090227 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702370), count: 1, class_loss = 0.007104, iou_loss = 0.039227, total_loss = 0.046331 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.203087, iou_loss = 0.000000, total_loss = 0.203087 \n"," total_bbox = 305159, rewritten_bbox = 1.395338 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723599), count: 4, class_loss = 0.637054, iou_loss = 0.230870, total_loss = 0.867923 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.028668, iou_loss = 0.000000, total_loss = 0.028668 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000107, iou_loss = 0.000000, total_loss = 0.000107 \n"," total_bbox = 305163, rewritten_bbox = 1.395320 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662148), count: 7, class_loss = 0.795297, iou_loss = 0.687465, total_loss = 1.482763 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674115), count: 11, class_loss = 1.644115, iou_loss = 1.035512, total_loss = 2.679627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.731375), count: 9, class_loss = 1.203666, iou_loss = 0.688222, total_loss = 1.891888 \n"," total_bbox = 305190, rewritten_bbox = 1.395196 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756878), count: 6, class_loss = 0.504467, iou_loss = 0.344290, total_loss = 0.848757 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781702), count: 4, class_loss = 0.227192, iou_loss = 0.279662, total_loss = 0.506854 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001327, iou_loss = 0.000000, total_loss = 0.001327 \n"," total_bbox = 305200, rewritten_bbox = 1.395151 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752573), count: 8, class_loss = 0.895427, iou_loss = 0.393912, total_loss = 1.289339 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740469), count: 4, class_loss = 0.748020, iou_loss = 0.323886, total_loss = 1.071905 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.623028), count: 7, class_loss = 1.379927, iou_loss = 0.876433, total_loss = 2.256359 \n"," total_bbox = 305219, rewritten_bbox = 1.395064 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763361), count: 8, class_loss = 0.737809, iou_loss = 0.317953, total_loss = 1.055762 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714158), count: 1, class_loss = 0.158293, iou_loss = 0.044223, total_loss = 0.202516 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004626, iou_loss = 0.000000, total_loss = 0.004626 \n"," total_bbox = 305228, rewritten_bbox = 1.395023 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746399), count: 4, class_loss = 0.375902, iou_loss = 0.358656, total_loss = 0.734558 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661622), count: 4, class_loss = 0.336646, iou_loss = 0.384783, total_loss = 0.721429 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.753026), count: 1, class_loss = 0.064094, iou_loss = 0.042259, total_loss = 0.106353 \n"," total_bbox = 305237, rewritten_bbox = 1.394982 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735496), count: 1, class_loss = 0.214729, iou_loss = 0.028836, total_loss = 0.243566 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757370), count: 8, class_loss = 0.846245, iou_loss = 0.478629, total_loss = 1.324874 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001849, iou_loss = 0.000000, total_loss = 0.001849 \n"," total_bbox = 305246, rewritten_bbox = 1.394940 % \n","\n"," 2134: 0.657507, 0.612734 avg loss, 0.001000 rate, 4.141286 seconds, 136576 images, 3.695170 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: 0.804317), count: 4, class_loss = 0.526514, iou_loss = 0.172331, total_loss = 0.698845 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744460), count: 9, class_loss = 0.454388, iou_loss = 0.444285, total_loss = 0.898674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.677922), count: 1, class_loss = 0.020054, iou_loss = 0.048422, total_loss = 0.068476 \n"," total_bbox = 305260, rewritten_bbox = 1.394876 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735613), count: 5, class_loss = 0.455907, iou_loss = 0.349067, total_loss = 0.804974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712671), count: 6, class_loss = 0.739951, iou_loss = 0.617222, total_loss = 1.357174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000058, iou_loss = 0.000000, total_loss = 0.000058 \n"," total_bbox = 305271, rewritten_bbox = 1.395154 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815202), count: 4, class_loss = 0.345257, iou_loss = 0.109082, total_loss = 0.454339 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513234), count: 1, class_loss = 0.061179, iou_loss = 0.080291, total_loss = 0.141470 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.065280, iou_loss = 0.000000, total_loss = 0.065280 \n"," total_bbox = 305276, rewritten_bbox = 1.395131 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771020), count: 7, class_loss = 1.071044, iou_loss = 0.363610, total_loss = 1.434653 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007601, iou_loss = 0.000000, total_loss = 0.007601 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006676, iou_loss = 0.000000, total_loss = 0.006676 \n"," total_bbox = 305283, rewritten_bbox = 1.395099 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743706), count: 8, class_loss = 0.989731, iou_loss = 0.800288, total_loss = 1.790019 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.681715), count: 3, class_loss = 0.359506, iou_loss = 0.224760, total_loss = 0.584266 \n","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 = 305294, rewritten_bbox = 1.395049 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714684), count: 8, class_loss = 0.589577, iou_loss = 0.570675, total_loss = 1.160252 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000286, iou_loss = 0.000000, total_loss = 0.000286 \n","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 = 305302, rewritten_bbox = 1.395012 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815633), count: 2, class_loss = 0.281457, iou_loss = 0.058292, total_loss = 0.339749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668550), count: 3, class_loss = 0.265748, iou_loss = 0.288887, total_loss = 0.554635 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.064078, iou_loss = 0.000000, total_loss = 0.064078 \n"," total_bbox = 305307, rewritten_bbox = 1.394989 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777384), count: 3, class_loss = 0.260020, iou_loss = 0.116918, total_loss = 0.376938 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828581), count: 3, class_loss = 0.648031, iou_loss = 0.270132, total_loss = 0.918164 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017879, iou_loss = 0.000000, total_loss = 0.017879 \n"," total_bbox = 305313, rewritten_bbox = 1.394962 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776389), count: 5, class_loss = 0.509150, iou_loss = 0.268173, total_loss = 0.777323 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001680, iou_loss = 0.000000, total_loss = 0.001680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002249, iou_loss = 0.000000, total_loss = 0.002249 \n"," total_bbox = 305318, rewritten_bbox = 1.394939 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783624), count: 3, class_loss = 0.386339, iou_loss = 0.106265, total_loss = 0.492604 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725860), count: 1, class_loss = 0.242335, iou_loss = 0.059332, total_loss = 0.301667 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.086622, iou_loss = 0.000000, total_loss = 0.086622 \n"," total_bbox = 305322, rewritten_bbox = 1.394921 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875281), count: 3, class_loss = 0.132322, iou_loss = 0.048832, total_loss = 0.181154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709691), count: 2, class_loss = 0.242971, iou_loss = 0.113013, total_loss = 0.355984 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004030, iou_loss = 0.000000, total_loss = 0.004030 \n"," total_bbox = 305327, rewritten_bbox = 1.394898 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741538), count: 4, class_loss = 0.549704, iou_loss = 0.212041, total_loss = 0.761745 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739589), count: 5, class_loss = 0.361809, iou_loss = 0.344283, total_loss = 0.706091 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512074), count: 1, class_loss = 0.116914, iou_loss = 0.196186, total_loss = 0.313100 \n"," total_bbox = 305337, rewritten_bbox = 1.394852 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747457), count: 5, class_loss = 0.567571, iou_loss = 0.323821, total_loss = 0.891392 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741464), count: 16, class_loss = 1.767923, iou_loss = 1.125211, total_loss = 2.893134 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.050483, iou_loss = 0.000000, total_loss = 0.050483 \n"," total_bbox = 305358, rewritten_bbox = 1.394756 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817611), count: 3, class_loss = 0.351998, iou_loss = 0.058683, total_loss = 0.410680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.057052, iou_loss = 0.000000, total_loss = 0.057052 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.561815), count: 23, class_loss = 2.250639, iou_loss = 4.103687, total_loss = 6.354326 \n"," total_bbox = 305384, rewritten_bbox = 1.394638 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750990), count: 4, class_loss = 0.588561, iou_loss = 0.136851, total_loss = 0.725412 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741681), count: 5, class_loss = 0.365406, iou_loss = 0.487765, total_loss = 0.853171 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707428), count: 1, class_loss = 0.159889, iou_loss = 0.110544, total_loss = 0.270432 \n"," total_bbox = 305394, rewritten_bbox = 1.394592 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791804), count: 5, class_loss = 0.114827, iou_loss = 0.256544, total_loss = 0.371370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793727), count: 2, class_loss = 0.187464, iou_loss = 0.052164, total_loss = 0.239628 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002039, iou_loss = 0.000000, total_loss = 0.002039 \n"," total_bbox = 305401, rewritten_bbox = 1.394560 % \n","\n"," 2135: 0.601001, 0.611561 avg loss, 0.001000 rate, 4.133338 seconds, 136640 images, 3.679684 hours left\n","Loaded: 0.000047 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726189), count: 5, class_loss = 0.850601, iou_loss = 0.273905, total_loss = 1.124506 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872591), count: 2, class_loss = 0.192552, iou_loss = 0.062249, total_loss = 0.254800 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538839), count: 1, class_loss = 0.261553, iou_loss = 0.157117, total_loss = 0.418670 \n"," total_bbox = 305409, rewritten_bbox = 1.394523 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779610), count: 4, class_loss = 0.337661, iou_loss = 0.264474, total_loss = 0.602135 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686732), count: 4, class_loss = 0.493337, iou_loss = 0.273796, total_loss = 0.767134 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003002, iou_loss = 0.000000, total_loss = 0.003002 \n"," total_bbox = 305417, rewritten_bbox = 1.394487 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730943), count: 3, class_loss = 0.123907, iou_loss = 0.158235, total_loss = 0.282142 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846205), count: 2, class_loss = 0.252548, iou_loss = 0.070308, total_loss = 0.322856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.124307, iou_loss = 0.000000, total_loss = 0.124307 \n"," total_bbox = 305422, rewritten_bbox = 1.394464 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696570), count: 3, class_loss = 0.192887, iou_loss = 0.161568, total_loss = 0.354455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800968), count: 4, class_loss = 0.088325, iou_loss = 0.156229, total_loss = 0.244554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.176493, iou_loss = 0.000000, total_loss = 0.176493 \n"," total_bbox = 305429, rewritten_bbox = 1.394432 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810809), count: 3, class_loss = 0.253665, iou_loss = 0.125344, total_loss = 0.379009 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790042), count: 2, class_loss = 0.113867, iou_loss = 0.050057, total_loss = 0.163924 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.593265), count: 4, class_loss = 1.209179, iou_loss = 0.755164, total_loss = 1.964343 \n"," total_bbox = 305438, rewritten_bbox = 1.394391 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746762), count: 5, class_loss = 0.535380, iou_loss = 0.216886, total_loss = 0.752266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737544), count: 2, class_loss = 0.488632, iou_loss = 0.079510, total_loss = 0.568141 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023940, iou_loss = 0.000000, total_loss = 0.023940 \n"," total_bbox = 305445, rewritten_bbox = 1.394359 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755625), count: 6, class_loss = 0.675542, iou_loss = 0.335804, total_loss = 1.011346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710608), count: 6, class_loss = 0.695841, iou_loss = 0.494690, total_loss = 1.190531 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.065703, iou_loss = 0.000000, total_loss = 0.065703 \n"," total_bbox = 305457, rewritten_bbox = 1.394304 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709116), count: 6, class_loss = 1.286767, iou_loss = 0.675421, total_loss = 1.962188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.652728), count: 3, class_loss = 0.722307, iou_loss = 0.427188, total_loss = 1.149496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.598811), count: 1, class_loss = 0.101306, iou_loss = 0.150885, total_loss = 0.252191 \n"," total_bbox = 305467, rewritten_bbox = 1.394259 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811037), count: 5, class_loss = 0.302345, iou_loss = 0.159039, total_loss = 0.461384 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801562), count: 3, class_loss = 0.336169, iou_loss = 0.230488, total_loss = 0.566657 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 305475, rewritten_bbox = 1.394222 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.687005), count: 10, class_loss = 1.438326, iou_loss = 0.988551, total_loss = 2.426876 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.609578), count: 4, class_loss = 0.710540, iou_loss = 0.488320, total_loss = 1.198860 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.409981), count: 2, class_loss = 0.438590, iou_loss = 0.721702, total_loss = 1.160291 \n"," total_bbox = 305491, rewritten_bbox = 1.394149 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738948), count: 5, class_loss = 0.405691, iou_loss = 0.278212, total_loss = 0.683903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.039055, iou_loss = 0.000000, total_loss = 0.039055 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.024625, iou_loss = 0.000000, total_loss = 0.024625 \n"," total_bbox = 305496, rewritten_bbox = 1.394126 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821698), count: 3, class_loss = 0.312903, iou_loss = 0.078484, total_loss = 0.391388 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737897), count: 3, class_loss = 0.515900, iou_loss = 0.379900, total_loss = 0.895800 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.545846), count: 8, class_loss = 1.801587, iou_loss = 1.769752, total_loss = 3.571339 \n"," total_bbox = 305510, rewritten_bbox = 1.394062 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750536), count: 4, class_loss = 0.900226, iou_loss = 0.349565, total_loss = 1.249791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737818), count: 5, class_loss = 1.001782, iou_loss = 0.374982, total_loss = 1.376764 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704557), count: 1, class_loss = 0.087422, iou_loss = 0.069691, total_loss = 0.157113 \n"," total_bbox = 305520, rewritten_bbox = 1.394017 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802583), count: 6, class_loss = 0.684288, iou_loss = 0.220118, total_loss = 0.904406 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758056), count: 3, class_loss = 0.550475, iou_loss = 0.261577, total_loss = 0.812051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553690), count: 3, class_loss = 0.635931, iou_loss = 0.426758, total_loss = 1.062689 \n"," total_bbox = 305532, rewritten_bbox = 1.393962 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724739), count: 3, class_loss = 0.004850, iou_loss = 0.145912, total_loss = 0.150762 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677579), count: 14, class_loss = 1.530291, iou_loss = 1.524538, total_loss = 3.054829 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.849261), count: 2, class_loss = 0.196315, iou_loss = 0.063348, total_loss = 0.259662 \n"," total_bbox = 305551, rewritten_bbox = 1.393875 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662885), count: 4, class_loss = 0.646438, iou_loss = 0.450281, total_loss = 1.096719 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630286), count: 9, class_loss = 1.370375, iou_loss = 1.044542, total_loss = 2.414917 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.720444), count: 2, class_loss = 0.424400, iou_loss = 0.198752, total_loss = 0.623152 \n"," total_bbox = 305566, rewritten_bbox = 1.393807 % \n","\n"," 2136: 0.807108, 0.631116 avg loss, 0.001000 rate, 4.163186 seconds, 136704 images, 3.664301 hours left\n","Loaded: 0.000048 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788701), count: 6, class_loss = 0.332597, iou_loss = 0.229416, total_loss = 0.562014 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756276), count: 4, class_loss = 0.373451, iou_loss = 0.295100, total_loss = 0.668551 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008353, iou_loss = 0.000000, total_loss = 0.008353 \n"," total_bbox = 305576, rewritten_bbox = 1.393761 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751693), count: 6, class_loss = 0.728005, iou_loss = 0.255175, total_loss = 0.983180 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707230), count: 1, class_loss = 0.205839, iou_loss = 0.178061, total_loss = 0.383901 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008845, iou_loss = 0.000000, total_loss = 0.008845 \n"," total_bbox = 305583, rewritten_bbox = 1.393729 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865133), count: 4, class_loss = 0.166892, iou_loss = 0.074318, total_loss = 0.241210 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703325), count: 3, class_loss = 0.528250, iou_loss = 0.345305, total_loss = 0.873555 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000472, iou_loss = 0.000000, total_loss = 0.000472 \n"," total_bbox = 305590, rewritten_bbox = 1.393697 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729978), count: 2, class_loss = 0.098069, iou_loss = 0.065441, total_loss = 0.163510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884118), count: 1, class_loss = 0.336174, iou_loss = 0.041602, total_loss = 0.377776 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004197, iou_loss = 0.000000, total_loss = 0.004197 \n"," total_bbox = 305593, rewritten_bbox = 1.393684 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811664), count: 5, class_loss = 0.490791, iou_loss = 0.217365, total_loss = 0.708157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641054), count: 3, class_loss = 0.621425, iou_loss = 0.330352, total_loss = 0.951777 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.047191, iou_loss = 0.000000, total_loss = 0.047191 \n"," total_bbox = 305601, rewritten_bbox = 1.393647 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750034), count: 6, class_loss = 0.433898, iou_loss = 0.297964, total_loss = 0.731863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704313), count: 4, class_loss = 0.797005, iou_loss = 0.254043, total_loss = 1.051048 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.505958), count: 4, class_loss = 0.934561, iou_loss = 1.550984, total_loss = 2.485545 \n"," total_bbox = 305615, rewritten_bbox = 1.393583 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809532), count: 7, class_loss = 0.574676, iou_loss = 0.301160, total_loss = 0.875836 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843184), count: 4, class_loss = 0.035958, iou_loss = 0.130725, total_loss = 0.166683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.599479), count: 1, class_loss = 0.161475, iou_loss = 0.086967, total_loss = 0.248442 \n"," total_bbox = 305627, rewritten_bbox = 1.393529 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819079), count: 3, class_loss = 0.147923, iou_loss = 0.105765, total_loss = 0.253688 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761630), count: 8, class_loss = 0.487362, iou_loss = 0.461883, total_loss = 0.949245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.404178), count: 1, class_loss = 0.244522, iou_loss = 0.276542, total_loss = 0.521065 \n"," total_bbox = 305639, rewritten_bbox = 1.393474 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852677), count: 3, class_loss = 0.130521, iou_loss = 0.105637, total_loss = 0.236159 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728577), count: 2, class_loss = 0.087524, iou_loss = 0.112225, total_loss = 0.199749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678091), count: 10, class_loss = 1.583716, iou_loss = 1.203687, total_loss = 2.787403 \n"," total_bbox = 305654, rewritten_bbox = 1.393406 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654216), count: 5, class_loss = 0.939251, iou_loss = 1.263754, total_loss = 2.203005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687470), count: 2, class_loss = 0.042163, iou_loss = 0.124722, total_loss = 0.166885 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516054), count: 1, class_loss = 0.302894, iou_loss = 0.210412, total_loss = 0.513306 \n"," total_bbox = 305662, rewritten_bbox = 1.393369 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817571), count: 3, class_loss = 0.444853, iou_loss = 0.089548, total_loss = 0.534401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570918), count: 1, class_loss = 0.359167, iou_loss = 0.132840, total_loss = 0.492007 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001408, iou_loss = 0.000000, total_loss = 0.001408 \n"," total_bbox = 305666, rewritten_bbox = 1.393351 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819982), count: 5, class_loss = 0.550813, iou_loss = 0.306840, total_loss = 0.857653 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692470), count: 4, class_loss = 0.586822, iou_loss = 0.399765, total_loss = 0.986587 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.048165, iou_loss = 0.000000, total_loss = 0.048165 \n"," total_bbox = 305675, rewritten_bbox = 1.393310 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788009), count: 4, class_loss = 0.590314, iou_loss = 0.148324, total_loss = 0.738639 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709772), count: 1, class_loss = 0.205679, iou_loss = 0.082739, total_loss = 0.288418 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591115), count: 1, class_loss = 0.281244, iou_loss = 0.106154, total_loss = 0.387398 \n"," total_bbox = 305681, rewritten_bbox = 1.393283 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809043), count: 5, class_loss = 0.764841, iou_loss = 0.186897, total_loss = 0.951738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707961), count: 2, class_loss = 0.116798, iou_loss = 0.115015, total_loss = 0.231813 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654759), count: 3, class_loss = 0.451239, iou_loss = 0.445575, total_loss = 0.896814 \n"," total_bbox = 305691, rewritten_bbox = 1.393237 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781299), count: 5, class_loss = 0.661111, iou_loss = 0.214150, total_loss = 0.875261 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802901), count: 1, class_loss = 0.525303, iou_loss = 0.022682, total_loss = 0.547985 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008635, iou_loss = 0.000000, total_loss = 0.008635 \n"," total_bbox = 305696, rewritten_bbox = 1.393214 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779166), count: 4, class_loss = 0.212507, iou_loss = 0.195060, total_loss = 0.407567 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676662), count: 2, class_loss = 0.487395, iou_loss = 0.194839, total_loss = 0.682235 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003184, iou_loss = 0.000000, total_loss = 0.003184 \n"," total_bbox = 305702, rewritten_bbox = 1.393187 % \n","\n"," 2137: 0.589844, 0.626988 avg loss, 0.001000 rate, 4.215734 seconds, 136768 images, 3.649214 hours left\n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744075), count: 3, class_loss = 0.155172, iou_loss = 0.156615, total_loss = 0.311787 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699362), count: 9, class_loss = 0.858413, iou_loss = 0.703375, total_loss = 1.561788 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744414), count: 2, class_loss = 0.038498, iou_loss = 0.092966, total_loss = 0.131464 \n"," total_bbox = 305716, rewritten_bbox = 1.393450 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790377), count: 5, class_loss = 0.293714, iou_loss = 0.179904, total_loss = 0.473618 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.550516), count: 2, class_loss = 0.598281, iou_loss = 0.517740, total_loss = 1.116022 \n","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 = 305723, rewritten_bbox = 1.393418 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813030), count: 3, class_loss = 0.210533, iou_loss = 0.079750, total_loss = 0.290284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737104), count: 3, class_loss = 0.318687, iou_loss = 0.276136, total_loss = 0.594823 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001085, iou_loss = 0.000000, total_loss = 0.001085 \n"," total_bbox = 305729, rewritten_bbox = 1.393391 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776240), count: 4, class_loss = 0.403356, iou_loss = 0.174034, total_loss = 0.577389 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712537), count: 2, class_loss = 0.294865, iou_loss = 0.113328, total_loss = 0.408192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011590, iou_loss = 0.000000, total_loss = 0.011590 \n"," total_bbox = 305735, rewritten_bbox = 1.393363 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790987), count: 3, class_loss = 0.082778, iou_loss = 0.107287, total_loss = 0.190065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568064), count: 8, class_loss = 1.530234, iou_loss = 0.920300, total_loss = 2.450534 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.566421), count: 12, class_loss = 2.505912, iou_loss = 2.199397, total_loss = 4.705308 \n"," total_bbox = 305758, rewritten_bbox = 1.393259 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772205), count: 2, class_loss = 0.224176, iou_loss = 0.063501, total_loss = 0.287677 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709549), count: 4, class_loss = 0.382102, iou_loss = 0.233291, total_loss = 0.615393 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.732705), count: 1, class_loss = 0.168302, iou_loss = 0.088123, total_loss = 0.256425 \n"," total_bbox = 305765, rewritten_bbox = 1.393227 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763943), count: 3, class_loss = 0.386823, iou_loss = 0.113734, total_loss = 0.500556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763902), count: 6, class_loss = 0.885031, iou_loss = 0.459558, total_loss = 1.344589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.590396), count: 1, class_loss = 0.154265, iou_loss = 0.086746, total_loss = 0.241011 \n"," total_bbox = 305775, rewritten_bbox = 1.393181 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868643), count: 3, class_loss = 0.132086, iou_loss = 0.076101, total_loss = 0.208187 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835914), count: 8, class_loss = 0.452500, iou_loss = 0.175834, total_loss = 0.628334 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000273, iou_loss = 0.000000, total_loss = 0.000273 \n"," total_bbox = 305786, rewritten_bbox = 1.393131 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757837), count: 5, class_loss = 0.338091, iou_loss = 0.200167, total_loss = 0.538258 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691164), count: 3, class_loss = 0.254100, iou_loss = 0.237785, total_loss = 0.491885 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008979, iou_loss = 0.000000, total_loss = 0.008979 \n"," total_bbox = 305794, rewritten_bbox = 1.393095 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748367), count: 4, class_loss = 0.125493, iou_loss = 0.322746, total_loss = 0.448238 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767585), count: 3, class_loss = 0.276057, iou_loss = 0.258074, total_loss = 0.534131 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.395068), count: 1, class_loss = 0.251900, iou_loss = 0.312560, total_loss = 0.564460 \n"," total_bbox = 305802, rewritten_bbox = 1.393058 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759653), count: 6, class_loss = 0.385546, iou_loss = 0.412396, total_loss = 0.797942 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680450), count: 6, class_loss = 0.960011, iou_loss = 0.589490, total_loss = 1.549501 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.547509), count: 5, class_loss = 0.963065, iou_loss = 0.794547, total_loss = 1.757613 \n"," total_bbox = 305819, rewritten_bbox = 1.392981 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769049), count: 5, class_loss = 0.484490, iou_loss = 0.318692, total_loss = 0.803182 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731743), count: 2, class_loss = 0.284043, iou_loss = 0.177929, total_loss = 0.461973 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513783), count: 1, class_loss = 0.142901, iou_loss = 0.217475, total_loss = 0.360376 \n"," total_bbox = 305827, rewritten_bbox = 1.392944 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828822), count: 2, class_loss = 0.116443, iou_loss = 0.046921, total_loss = 0.163364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781012), count: 2, class_loss = 0.324853, iou_loss = 0.168527, total_loss = 0.493380 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.046104, iou_loss = 0.000000, total_loss = 0.046104 \n"," total_bbox = 305831, rewritten_bbox = 1.392926 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836591), count: 3, class_loss = 0.078397, iou_loss = 0.076317, total_loss = 0.154714 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586887), count: 2, class_loss = 0.618992, iou_loss = 0.324122, total_loss = 0.943114 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.611341), count: 1, class_loss = 0.349210, iou_loss = 0.101626, total_loss = 0.450837 \n"," total_bbox = 305837, rewritten_bbox = 1.392899 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847282), count: 2, class_loss = 0.238644, iou_loss = 0.045060, total_loss = 0.283705 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739577), count: 4, class_loss = 0.363657, iou_loss = 0.394486, total_loss = 0.758143 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.586458), count: 2, class_loss = 0.635879, iou_loss = 0.298474, total_loss = 0.934353 \n"," total_bbox = 305845, rewritten_bbox = 1.393189 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765594), count: 6, class_loss = 1.144220, iou_loss = 0.327120, total_loss = 1.471340 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842884), count: 1, class_loss = 0.297515, iou_loss = 0.038320, total_loss = 0.335834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.049938, iou_loss = 0.000000, total_loss = 0.049938 \n"," total_bbox = 305852, rewritten_bbox = 1.393157 % \n","\n"," 2138: 0.652245, 0.629514 avg loss, 0.001000 rate, 4.181417 seconds, 136832 images, 3.634539 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: 0.778153), count: 2, class_loss = 0.120586, iou_loss = 0.096408, total_loss = 0.216995 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792953), count: 3, class_loss = 0.345114, iou_loss = 0.129008, total_loss = 0.474121 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.575238), count: 1, class_loss = 0.188392, iou_loss = 0.116198, total_loss = 0.304590 \n"," total_bbox = 305858, rewritten_bbox = 1.393130 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756214), count: 6, class_loss = 0.032798, iou_loss = 0.297865, total_loss = 0.330663 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575280), count: 1, class_loss = 0.259233, iou_loss = 0.128653, total_loss = 0.387886 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000253, iou_loss = 0.000000, total_loss = 0.000253 \n"," total_bbox = 305865, rewritten_bbox = 1.393425 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799405), count: 4, class_loss = 0.479523, iou_loss = 0.137134, total_loss = 0.616657 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765842), count: 5, class_loss = 0.526206, iou_loss = 0.397282, total_loss = 0.923487 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.070636, iou_loss = 0.000000, total_loss = 0.070636 \n"," total_bbox = 305874, rewritten_bbox = 1.393384 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770156), count: 2, class_loss = 0.388640, iou_loss = 0.095758, total_loss = 0.484399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712392), count: 6, class_loss = 1.475259, iou_loss = 0.413195, total_loss = 1.888454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.646910), count: 6, class_loss = 0.316351, iou_loss = 0.519491, total_loss = 0.835841 \n"," total_bbox = 305888, rewritten_bbox = 1.393320 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.620871), count: 3, class_loss = 0.383774, iou_loss = 0.573628, total_loss = 0.957402 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.695270), count: 4, class_loss = 0.394309, iou_loss = 0.338129, total_loss = 0.732438 \n","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 = 305895, rewritten_bbox = 1.393288 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833138), count: 5, class_loss = 0.336337, iou_loss = 0.113080, total_loss = 0.449417 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745268), count: 1, class_loss = 0.250904, iou_loss = 0.024344, total_loss = 0.275249 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.640556), count: 3, class_loss = 0.581270, iou_loss = 0.455500, total_loss = 1.036770 \n"," total_bbox = 305904, rewritten_bbox = 1.393248 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794634), count: 4, class_loss = 0.023492, iou_loss = 0.286317, total_loss = 0.309810 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545842), count: 6, class_loss = 0.634464, iou_loss = 0.536186, total_loss = 1.170650 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539711), count: 17, class_loss = 2.991326, iou_loss = 3.094849, total_loss = 6.086175 \n"," total_bbox = 305931, rewritten_bbox = 1.393778 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774554), count: 3, class_loss = 0.281228, iou_loss = 0.225968, total_loss = 0.507196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800855), count: 7, class_loss = 0.411338, iou_loss = 0.208602, total_loss = 0.619939 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.703212), count: 1, class_loss = 0.204144, iou_loss = 0.065109, total_loss = 0.269253 \n"," total_bbox = 305942, rewritten_bbox = 1.393728 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845136), count: 1, class_loss = 0.030596, iou_loss = 0.028026, total_loss = 0.058622 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807314), count: 4, class_loss = 0.485728, iou_loss = 0.181513, total_loss = 0.667240 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000125, iou_loss = 0.000000, total_loss = 0.000125 \n"," total_bbox = 305947, rewritten_bbox = 1.393705 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801287), count: 5, class_loss = 0.200534, iou_loss = 0.129778, total_loss = 0.330313 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735678), count: 5, class_loss = 0.634962, iou_loss = 0.288488, total_loss = 0.923450 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.765140), count: 1, class_loss = 0.253357, iou_loss = 0.025825, total_loss = 0.279182 \n"," total_bbox = 305958, rewritten_bbox = 1.393655 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788853), count: 8, class_loss = 0.564680, iou_loss = 0.622161, total_loss = 1.186841 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783906), count: 6, class_loss = 0.435699, iou_loss = 0.967693, total_loss = 1.403392 \n","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 = 305972, rewritten_bbox = 1.394572 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763803), count: 11, class_loss = 1.062000, iou_loss = 0.906613, total_loss = 1.968614 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746099), count: 5, class_loss = 0.755639, iou_loss = 0.399064, total_loss = 1.154703 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.518469), count: 2, class_loss = 0.481737, iou_loss = 0.356713, total_loss = 0.838450 \n"," total_bbox = 305990, rewritten_bbox = 1.395470 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770627), count: 6, class_loss = 0.628166, iou_loss = 0.208901, total_loss = 0.837067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805267), count: 2, class_loss = 0.276316, iou_loss = 0.099180, total_loss = 0.375495 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000777, iou_loss = 0.000000, total_loss = 0.000777 \n"," total_bbox = 305998, rewritten_bbox = 1.395434 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805196), count: 6, class_loss = 0.718532, iou_loss = 0.278695, total_loss = 0.997227 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n","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 = 306004, rewritten_bbox = 1.395733 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758749), count: 4, class_loss = 0.010459, iou_loss = 0.178355, total_loss = 0.188814 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745222), count: 1, class_loss = 0.087672, iou_loss = 0.037989, total_loss = 0.125661 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.690923), count: 1, class_loss = 0.010946, iou_loss = 0.078438, total_loss = 0.089384 \n"," total_bbox = 306010, rewritten_bbox = 1.396033 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709704), count: 4, class_loss = 0.333584, iou_loss = 0.273391, total_loss = 0.606975 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001448, iou_loss = 0.000000, total_loss = 0.001448 \n","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 = 306014, rewritten_bbox = 1.396015 % \n","\n"," 2139: 0.645462, 0.631109 avg loss, 0.001000 rate, 4.197376 seconds, 136896 images, 3.619821 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: 0.769782), count: 4, class_loss = 0.335835, iou_loss = 0.118453, total_loss = 0.454288 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745928), count: 3, class_loss = 0.188335, iou_loss = 0.116293, total_loss = 0.304628 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.042650, iou_loss = 0.000000, total_loss = 0.042650 \n"," total_bbox = 306021, rewritten_bbox = 1.395983 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706780), count: 6, class_loss = 0.243218, iou_loss = 0.450524, total_loss = 0.693742 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767869), count: 5, class_loss = 0.681809, iou_loss = 0.267789, total_loss = 0.949597 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.783327), count: 1, class_loss = 0.026973, iou_loss = 0.074211, total_loss = 0.101184 \n"," total_bbox = 306033, rewritten_bbox = 1.395928 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740040), count: 4, class_loss = 0.135251, iou_loss = 0.168423, total_loss = 0.303674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731682), count: 6, class_loss = 0.844713, iou_loss = 0.348259, total_loss = 1.192972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.411483), count: 1, class_loss = 0.250234, iou_loss = 0.152402, total_loss = 0.402636 \n"," total_bbox = 306044, rewritten_bbox = 1.395878 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748554), count: 5, class_loss = 0.968727, iou_loss = 0.412191, total_loss = 1.380918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805484), count: 1, class_loss = 0.149733, iou_loss = 0.020485, total_loss = 0.170218 \n","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 = 306050, rewritten_bbox = 1.395850 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803822), count: 4, class_loss = 0.129357, iou_loss = 0.185503, total_loss = 0.314860 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689763), count: 6, class_loss = 0.684756, iou_loss = 0.427917, total_loss = 1.112673 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.729461), count: 1, class_loss = 0.250150, iou_loss = 0.083495, total_loss = 0.333645 \n"," total_bbox = 306061, rewritten_bbox = 1.395800 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739527), count: 7, class_loss = 0.751323, iou_loss = 0.682884, total_loss = 1.434207 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761555), count: 12, class_loss = 1.578992, iou_loss = 0.836244, total_loss = 2.415236 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.757076), count: 1, class_loss = 0.220345, iou_loss = 0.066908, total_loss = 0.287253 \n"," total_bbox = 306081, rewritten_bbox = 1.396036 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625763), count: 2, class_loss = 0.295819, iou_loss = 0.215964, total_loss = 0.511783 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827648), count: 4, class_loss = 0.401099, iou_loss = 0.199136, total_loss = 0.600235 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000289, iou_loss = 0.000000, total_loss = 0.000289 \n"," total_bbox = 306087, rewritten_bbox = 1.396008 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810787), count: 5, class_loss = 0.400227, iou_loss = 0.198843, total_loss = 0.599070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718290), count: 7, class_loss = 1.508257, iou_loss = 0.515994, total_loss = 2.024251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634482), count: 3, class_loss = 0.339098, iou_loss = 0.537564, total_loss = 0.876662 \n"," total_bbox = 306102, rewritten_bbox = 1.395940 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705749), count: 4, class_loss = 0.469807, iou_loss = 0.344009, total_loss = 0.813815 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677187), count: 13, class_loss = 2.290840, iou_loss = 1.519777, total_loss = 3.810617 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.773756), count: 1, class_loss = 0.072914, iou_loss = 0.042298, total_loss = 0.115212 \n"," total_bbox = 306120, rewritten_bbox = 1.395858 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810256), count: 7, class_loss = 0.376062, iou_loss = 0.195211, total_loss = 0.571273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772683), count: 1, class_loss = 0.201805, iou_loss = 0.159494, total_loss = 0.361298 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001005, iou_loss = 0.000000, total_loss = 0.001005 \n"," total_bbox = 306128, rewritten_bbox = 1.395821 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720966), count: 7, class_loss = 1.098103, iou_loss = 0.513472, total_loss = 1.611575 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698882), count: 13, class_loss = 1.755401, iou_loss = 2.133048, total_loss = 3.888449 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000191, iou_loss = 0.000000, total_loss = 0.000191 \n"," total_bbox = 306148, rewritten_bbox = 1.396710 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698992), count: 4, class_loss = 0.285360, iou_loss = 0.261437, total_loss = 0.546797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710726), count: 2, class_loss = 0.234810, iou_loss = 0.113848, total_loss = 0.348658 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000267, iou_loss = 0.000000, total_loss = 0.000267 \n"," total_bbox = 306154, rewritten_bbox = 1.396683 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810120), count: 4, class_loss = 0.180441, iou_loss = 0.088203, total_loss = 0.268644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853329), count: 1, class_loss = 0.604208, iou_loss = 0.055946, total_loss = 0.660154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.526868), count: 3, class_loss = 1.597672, iou_loss = 0.802408, total_loss = 2.400080 \n"," total_bbox = 306162, rewritten_bbox = 1.396646 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747296), count: 4, class_loss = 0.828925, iou_loss = 0.169407, total_loss = 0.998332 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665378), count: 9, class_loss = 1.262995, iou_loss = 1.166553, total_loss = 2.429549 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597085), count: 1, class_loss = 0.275107, iou_loss = 0.069719, total_loss = 0.344826 \n"," total_bbox = 306176, rewritten_bbox = 1.396582 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785758), count: 4, class_loss = 0.463371, iou_loss = 0.260135, total_loss = 0.723507 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838572), count: 3, class_loss = 0.218290, iou_loss = 0.116891, total_loss = 0.335182 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 306183, rewritten_bbox = 1.396877 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686349), count: 3, class_loss = 0.098267, iou_loss = 0.189139, total_loss = 0.287406 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725287), count: 4, class_loss = 0.778878, iou_loss = 0.266419, total_loss = 1.045297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.396197), count: 1, class_loss = 0.200649, iou_loss = 0.386618, total_loss = 0.587267 \n"," total_bbox = 306191, rewritten_bbox = 1.396841 % \n","\n"," 2140: 0.805337, 0.648532 avg loss, 0.001000 rate, 4.193029 seconds, 136960 images, 3.605322 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000042 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763928), count: 6, class_loss = 0.269560, iou_loss = 0.193475, total_loss = 0.463034 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604866), count: 5, class_loss = 0.822003, iou_loss = 0.881515, total_loss = 1.703517 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000079, iou_loss = 0.000000, total_loss = 0.000079 \n"," total_bbox = 306202, rewritten_bbox = 1.396790 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712061), count: 3, class_loss = 0.318736, iou_loss = 0.214092, total_loss = 0.532828 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804972), count: 2, class_loss = 0.502876, iou_loss = 0.096474, total_loss = 0.599350 \n","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 = 306207, rewritten_bbox = 1.396767 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814496), count: 6, class_loss = 0.425589, iou_loss = 0.167780, total_loss = 0.593370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.924676), count: 1, class_loss = 0.252136, iou_loss = 0.008526, total_loss = 0.260662 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710912), count: 1, class_loss = 0.159393, iou_loss = 0.089779, total_loss = 0.249172 \n"," total_bbox = 306215, rewritten_bbox = 1.396731 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677150), count: 4, class_loss = 0.459057, iou_loss = 0.454099, total_loss = 0.913156 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839628), count: 3, class_loss = 0.453034, iou_loss = 0.083918, total_loss = 0.536952 \n","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 = 306222, rewritten_bbox = 1.396699 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800145), count: 4, class_loss = 0.297011, iou_loss = 0.071051, total_loss = 0.368062 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835421), count: 1, class_loss = 0.158726, iou_loss = 0.102372, total_loss = 0.261098 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.659519), count: 1, class_loss = 0.189460, iou_loss = 0.052933, total_loss = 0.242394 \n"," total_bbox = 306228, rewritten_bbox = 1.396672 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806358), count: 5, class_loss = 0.897341, iou_loss = 0.232277, total_loss = 1.129618 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.695127), count: 2, class_loss = 0.154857, iou_loss = 0.199914, total_loss = 0.354771 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.041420, iou_loss = 0.000000, total_loss = 0.041420 \n"," total_bbox = 306235, rewritten_bbox = 1.396640 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818837), count: 4, class_loss = 0.542965, iou_loss = 0.077788, total_loss = 0.620753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735341), count: 7, class_loss = 1.021405, iou_loss = 0.418040, total_loss = 1.439445 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.627063), count: 3, class_loss = 0.576966, iou_loss = 0.287833, total_loss = 0.864799 \n"," total_bbox = 306249, rewritten_bbox = 1.396576 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799341), count: 5, class_loss = 0.351963, iou_loss = 0.259408, total_loss = 0.611372 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737162), count: 1, class_loss = 0.049311, iou_loss = 0.065413, total_loss = 0.114724 \n","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 = 306255, rewritten_bbox = 1.396549 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777792), count: 4, class_loss = 0.434490, iou_loss = 0.192295, total_loss = 0.626785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000272, iou_loss = 0.000000, total_loss = 0.000272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675253), count: 1, class_loss = 0.282600, iou_loss = 0.071089, total_loss = 0.353689 \n"," total_bbox = 306260, rewritten_bbox = 1.396526 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.687001), count: 3, class_loss = 0.052227, iou_loss = 0.093577, total_loss = 0.145804 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.504538), count: 1, class_loss = 0.112371, iou_loss = 0.174921, total_loss = 0.287292 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.527675), count: 2, class_loss = 0.118310, iou_loss = 0.445189, total_loss = 0.563499 \n"," total_bbox = 306266, rewritten_bbox = 1.396498 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825935), count: 4, class_loss = 0.186565, iou_loss = 0.288312, total_loss = 0.474877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.635545), count: 1, class_loss = 0.150595, iou_loss = 0.195445, total_loss = 0.346041 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481325), count: 1, class_loss = 0.238113, iou_loss = 0.111247, total_loss = 0.349360 \n"," total_bbox = 306272, rewritten_bbox = 1.396471 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832120), count: 6, class_loss = 0.045630, iou_loss = 0.103228, total_loss = 0.148858 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790179), count: 5, class_loss = 0.527347, iou_loss = 0.259427, total_loss = 0.786774 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000045, iou_loss = 0.000000, total_loss = 0.000045 \n"," total_bbox = 306283, rewritten_bbox = 1.396421 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713010), count: 6, class_loss = 0.448155, iou_loss = 0.460513, total_loss = 0.908668 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699678), count: 2, class_loss = 0.165851, iou_loss = 0.113303, total_loss = 0.279154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.801623), count: 1, class_loss = 0.247955, iou_loss = 0.026377, total_loss = 0.274332 \n"," total_bbox = 306292, rewritten_bbox = 1.396380 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809119), count: 5, class_loss = 0.459019, iou_loss = 0.168446, total_loss = 0.627465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.904760), count: 1, class_loss = 0.001815, iou_loss = 0.025681, total_loss = 0.027495 \n","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 = 306298, rewritten_bbox = 1.396353 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747066), count: 6, class_loss = 0.350422, iou_loss = 0.345171, total_loss = 0.695592 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873408), count: 4, class_loss = 0.433467, iou_loss = 0.060897, total_loss = 0.494364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000633, iou_loss = 0.000000, total_loss = 0.000633 \n"," total_bbox = 306308, rewritten_bbox = 1.396634 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706628), count: 4, class_loss = 0.311230, iou_loss = 0.353035, total_loss = 0.664264 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766993), count: 14, class_loss = 1.408531, iou_loss = 0.725567, total_loss = 2.134098 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641626), count: 6, class_loss = 1.116568, iou_loss = 0.828369, total_loss = 1.944937 \n"," total_bbox = 306332, rewritten_bbox = 1.396524 % \n","\n"," 2141: 0.500727, 0.633751 avg loss, 0.001000 rate, 4.823023 seconds, 137024 images, 3.590933 hours left\n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713339), count: 7, class_loss = 0.625053, iou_loss = 0.530437, total_loss = 1.155490 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785546), count: 1, class_loss = 0.123535, iou_loss = 0.016517, total_loss = 0.140052 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.396157), count: 1, class_loss = 0.100955, iou_loss = 0.292285, total_loss = 0.393240 \n"," total_bbox = 306341, rewritten_bbox = 1.396483 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751124), count: 2, class_loss = 0.349523, iou_loss = 0.166779, total_loss = 0.516302 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750694), count: 3, class_loss = 0.357914, iou_loss = 0.245817, total_loss = 0.603732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.623714), count: 1, class_loss = 0.251443, iou_loss = 0.122517, total_loss = 0.373960 \n"," total_bbox = 306347, rewritten_bbox = 1.396456 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714954), count: 6, class_loss = 0.726379, iou_loss = 0.497320, total_loss = 1.223698 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727960), count: 2, class_loss = 0.261145, iou_loss = 0.124069, total_loss = 0.385214 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.618448), count: 1, class_loss = 0.076195, iou_loss = 0.122534, total_loss = 0.198729 \n"," total_bbox = 306356, rewritten_bbox = 1.396415 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716376), count: 6, class_loss = 0.923027, iou_loss = 0.429157, total_loss = 1.352184 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688096), count: 7, class_loss = 1.213457, iou_loss = 0.675211, total_loss = 1.888667 \n","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 = 306368, rewritten_bbox = 1.396360 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807188), count: 5, class_loss = 0.220045, iou_loss = 0.135065, total_loss = 0.355110 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732724), count: 6, class_loss = 0.989779, iou_loss = 0.399594, total_loss = 1.389373 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.620398), count: 9, class_loss = 1.527105, iou_loss = 1.148875, total_loss = 2.675980 \n"," total_bbox = 306388, rewritten_bbox = 1.396269 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808673), count: 8, class_loss = 0.531148, iou_loss = 0.188386, total_loss = 0.719534 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012119, iou_loss = 0.000000, total_loss = 0.012119 \n","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 = 306396, rewritten_bbox = 1.396232 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834383), count: 4, class_loss = 0.434967, iou_loss = 0.073868, total_loss = 0.508834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748395), count: 2, class_loss = 0.229132, iou_loss = 0.077437, total_loss = 0.306570 \n","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 = 306402, rewritten_bbox = 1.396205 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741175), count: 10, class_loss = 2.142937, iou_loss = 0.513642, total_loss = 2.656579 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750460), count: 2, class_loss = 0.489856, iou_loss = 0.176943, total_loss = 0.666799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000317, iou_loss = 0.000000, total_loss = 0.000317 \n"," total_bbox = 306414, rewritten_bbox = 1.396150 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797680), count: 5, class_loss = 0.509303, iou_loss = 0.286153, total_loss = 0.795455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.669099), count: 1, class_loss = 0.043384, iou_loss = 0.061855, total_loss = 0.105239 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014795, iou_loss = 0.000000, total_loss = 0.014795 \n"," total_bbox = 306420, rewritten_bbox = 1.396123 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818517), count: 3, class_loss = 0.106736, iou_loss = 0.088464, total_loss = 0.195200 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565361), count: 1, class_loss = 0.042648, iou_loss = 0.125629, total_loss = 0.168277 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.677478), count: 1, class_loss = 0.227906, iou_loss = 0.074962, total_loss = 0.302868 \n"," total_bbox = 306425, rewritten_bbox = 1.396100 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753158), count: 6, class_loss = 0.805778, iou_loss = 0.359829, total_loss = 1.165607 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701550), count: 4, class_loss = 0.757580, iou_loss = 0.491665, total_loss = 1.249245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000473, iou_loss = 0.000000, total_loss = 0.000473 \n"," total_bbox = 306435, rewritten_bbox = 1.396055 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798576), count: 2, class_loss = 0.444023, iou_loss = 0.075542, total_loss = 0.519565 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778835), count: 5, class_loss = 0.339412, iou_loss = 0.230426, total_loss = 0.569838 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001849, iou_loss = 0.000000, total_loss = 0.001849 \n"," total_bbox = 306442, rewritten_bbox = 1.396023 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845838), count: 2, class_loss = 0.009566, iou_loss = 0.037906, total_loss = 0.047472 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832038), count: 3, class_loss = 0.465558, iou_loss = 0.074364, total_loss = 0.539923 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 306447, rewritten_bbox = 1.396000 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708609), count: 6, class_loss = 0.681475, iou_loss = 0.315435, total_loss = 0.996910 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729269), count: 1, class_loss = 0.044412, iou_loss = 0.037653, total_loss = 0.082065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001810, iou_loss = 0.000000, total_loss = 0.001810 \n"," total_bbox = 306454, rewritten_bbox = 1.395968 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794600), count: 6, class_loss = 0.960660, iou_loss = 0.342289, total_loss = 1.302949 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723961), count: 5, class_loss = 0.757563, iou_loss = 0.433425, total_loss = 1.190988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.926605), count: 1, class_loss = 0.004359, iou_loss = 0.007205, total_loss = 0.011563 \n"," total_bbox = 306466, rewritten_bbox = 1.395913 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736637), count: 13, class_loss = 1.549047, iou_loss = 0.973898, total_loss = 2.522945 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689448), count: 1, class_loss = 0.149721, iou_loss = 0.067661, total_loss = 0.217381 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.583023), count: 2, class_loss = 0.497634, iou_loss = 0.388174, total_loss = 0.885808 \n"," total_bbox = 306482, rewritten_bbox = 1.395841 % \n","\n"," 2142: 0.633559, 0.633732 avg loss, 0.001000 rate, 4.950314 seconds, 137088 images, 3.579929 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: 0.739399), count: 4, class_loss = 0.027209, iou_loss = 0.322122, total_loss = 0.349331 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711707), count: 7, class_loss = 0.880426, iou_loss = 0.624440, total_loss = 1.504866 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.598705), count: 1, class_loss = 0.230111, iou_loss = 0.130676, total_loss = 0.360787 \n"," total_bbox = 306494, rewritten_bbox = 1.395786 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797903), count: 4, class_loss = 0.104464, iou_loss = 0.372776, total_loss = 0.477240 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838889), count: 1, class_loss = 0.002003, iou_loss = 0.030939, total_loss = 0.032942 \n","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 = 306499, rewritten_bbox = 1.395763 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829580), count: 1, class_loss = 0.175954, iou_loss = 0.009362, total_loss = 0.185316 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753323), count: 10, class_loss = 0.514748, iou_loss = 0.614811, total_loss = 1.129559 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678663), count: 2, class_loss = 0.281082, iou_loss = 0.154084, total_loss = 0.435166 \n"," total_bbox = 306512, rewritten_bbox = 1.395704 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814043), count: 3, class_loss = 0.035114, iou_loss = 0.104325, total_loss = 0.139439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764311), count: 1, class_loss = 0.009685, iou_loss = 0.049482, total_loss = 0.059166 \n","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 = 306516, rewritten_bbox = 1.395686 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855375), count: 4, class_loss = 0.050090, iou_loss = 0.079169, total_loss = 0.129259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740879), count: 4, class_loss = 0.516836, iou_loss = 0.199137, total_loss = 0.715973 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003675, iou_loss = 0.000000, total_loss = 0.003675 \n"," total_bbox = 306524, rewritten_bbox = 1.395649 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812422), count: 4, class_loss = 0.138885, iou_loss = 0.096808, total_loss = 0.235693 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639781), count: 1, class_loss = 0.043617, iou_loss = 0.092433, total_loss = 0.136050 \n","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 = 306529, rewritten_bbox = 1.395627 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751378), count: 4, class_loss = 0.471857, iou_loss = 0.261358, total_loss = 0.733216 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819936), count: 3, class_loss = 0.303891, iou_loss = 0.143892, total_loss = 0.447783 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.565621), count: 1, class_loss = 0.249962, iou_loss = 0.184637, total_loss = 0.434598 \n"," total_bbox = 306537, rewritten_bbox = 1.395590 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832096), count: 5, class_loss = 0.904545, iou_loss = 0.093538, total_loss = 0.998082 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777585), count: 4, class_loss = 0.311208, iou_loss = 0.143784, total_loss = 0.454992 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001104, iou_loss = 0.000000, total_loss = 0.001104 \n"," total_bbox = 306546, rewritten_bbox = 1.395549 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743302), count: 10, class_loss = 0.659725, iou_loss = 0.806820, total_loss = 1.466545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719635), count: 4, class_loss = 0.369511, iou_loss = 0.307561, total_loss = 0.677072 \n","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 = 306560, rewritten_bbox = 1.395812 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784155), count: 6, class_loss = 0.778978, iou_loss = 0.231563, total_loss = 1.010541 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726670), count: 1, class_loss = 0.235799, iou_loss = 0.067845, total_loss = 0.303644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000102, iou_loss = 0.000000, total_loss = 0.000102 \n"," total_bbox = 306567, rewritten_bbox = 1.395780 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787540), count: 7, class_loss = 0.605681, iou_loss = 0.189215, total_loss = 0.794895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634838), count: 3, class_loss = 0.426171, iou_loss = 0.310695, total_loss = 0.736866 \n","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 = 306577, rewritten_bbox = 1.395734 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840026), count: 2, class_loss = 0.009746, iou_loss = 0.069810, total_loss = 0.079556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812483), count: 6, class_loss = 1.033605, iou_loss = 0.285960, total_loss = 1.319565 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000166, iou_loss = 0.000000, total_loss = 0.000166 \n"," total_bbox = 306585, rewritten_bbox = 1.395698 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812167), count: 3, class_loss = 0.215942, iou_loss = 0.094380, total_loss = 0.310322 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743842), count: 6, class_loss = 0.597156, iou_loss = 0.413228, total_loss = 1.010383 \n","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 = 306594, rewritten_bbox = 1.395657 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772782), count: 7, class_loss = 0.715830, iou_loss = 0.289579, total_loss = 1.005409 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008561, iou_loss = 0.000000, total_loss = 0.008561 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.577182), count: 1, class_loss = 0.241008, iou_loss = 0.160720, total_loss = 0.401727 \n"," total_bbox = 306602, rewritten_bbox = 1.395620 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683004), count: 7, class_loss = 0.659787, iou_loss = 0.493350, total_loss = 1.153136 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839356), count: 2, class_loss = 0.492895, iou_loss = 0.060585, total_loss = 0.553480 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.862332), count: 2, class_loss = 0.209358, iou_loss = 0.032485, total_loss = 0.241843 \n"," total_bbox = 306613, rewritten_bbox = 1.395570 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860752), count: 4, class_loss = 0.281233, iou_loss = 0.105226, total_loss = 0.386459 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750655), count: 1, class_loss = 0.052467, iou_loss = 0.026510, total_loss = 0.078977 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.485821), count: 1, class_loss = 0.250024, iou_loss = 0.281074, total_loss = 0.531099 \n"," total_bbox = 306619, rewritten_bbox = 1.395543 % \n","\n"," 2143: 0.438232, 0.614182 avg loss, 0.001000 rate, 4.948747 seconds, 137152 images, 3.569680 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: 0.803774), count: 6, class_loss = 0.472328, iou_loss = 0.264954, total_loss = 0.737282 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782370), count: 3, class_loss = 0.239877, iou_loss = 0.159124, total_loss = 0.399001 \n","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 = 306628, rewritten_bbox = 1.395502 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817511), count: 6, class_loss = 0.468880, iou_loss = 0.184623, total_loss = 0.653503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775584), count: 6, class_loss = 0.707928, iou_loss = 0.497173, total_loss = 1.205101 \n","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 = 306640, rewritten_bbox = 1.395447 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820824), count: 6, class_loss = 0.438596, iou_loss = 0.265336, total_loss = 0.703932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752847), count: 2, class_loss = 0.063536, iou_loss = 0.259236, total_loss = 0.322772 \n","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 = 306648, rewritten_bbox = 1.395411 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.904023), count: 3, class_loss = 0.467956, iou_loss = 0.165408, total_loss = 0.633364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735352), count: 7, class_loss = 0.317263, iou_loss = 0.468657, total_loss = 0.785919 \n","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 = 306658, rewritten_bbox = 1.395365 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823024), count: 4, class_loss = 0.504953, iou_loss = 0.079802, total_loss = 0.584755 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737476), count: 1, class_loss = 0.250682, iou_loss = 0.095411, total_loss = 0.346093 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n"," total_bbox = 306663, rewritten_bbox = 1.395343 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688592), count: 2, class_loss = 0.050364, iou_loss = 0.100325, total_loss = 0.150690 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788784), count: 1, class_loss = 0.237624, iou_loss = 0.021140, total_loss = 0.258764 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.014615), count: 1, class_loss = 0.250281, iou_loss = 0.832631, total_loss = 1.082913 \n"," total_bbox = 306667, rewritten_bbox = 1.395325 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795538), count: 6, class_loss = 0.671289, iou_loss = 0.267408, total_loss = 0.938697 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784861), count: 1, class_loss = 0.320397, iou_loss = 0.048306, total_loss = 0.368703 \n","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 = 306674, rewritten_bbox = 1.395293 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793837), count: 6, class_loss = 0.392802, iou_loss = 0.227900, total_loss = 0.620702 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725937), count: 2, class_loss = 0.409716, iou_loss = 0.128366, total_loss = 0.538082 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854157), count: 1, class_loss = 0.171657, iou_loss = 0.033239, total_loss = 0.204896 \n"," total_bbox = 306683, rewritten_bbox = 1.395252 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776833), count: 5, class_loss = 0.631737, iou_loss = 0.233281, total_loss = 0.865018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.679433), count: 1, class_loss = 0.030778, iou_loss = 0.103186, total_loss = 0.133964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000194, iou_loss = 0.000000, total_loss = 0.000194 \n"," total_bbox = 306689, rewritten_bbox = 1.395224 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647042), count: 6, class_loss = 0.542359, iou_loss = 0.989804, total_loss = 1.532164 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754448), count: 3, class_loss = 0.550188, iou_loss = 0.164247, total_loss = 0.714435 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002294, iou_loss = 0.000000, total_loss = 0.002294 \n"," total_bbox = 306698, rewritten_bbox = 1.395184 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755807), count: 7, class_loss = 0.597466, iou_loss = 0.471578, total_loss = 1.069044 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699009), count: 3, class_loss = 0.554790, iou_loss = 0.519185, total_loss = 1.073975 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.625242), count: 5, class_loss = 1.200875, iou_loss = 0.490264, total_loss = 1.691139 \n"," total_bbox = 306713, rewritten_bbox = 1.395115 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807013), count: 5, class_loss = 0.690601, iou_loss = 0.234271, total_loss = 0.924872 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.048393, iou_loss = 0.000000, total_loss = 0.048393 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000241, iou_loss = 0.000000, total_loss = 0.000241 \n"," total_bbox = 306718, rewritten_bbox = 1.395093 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769331), count: 8, class_loss = 0.481523, iou_loss = 0.610976, total_loss = 1.092498 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002382, iou_loss = 0.000000, total_loss = 0.002382 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 306726, rewritten_bbox = 1.395056 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875181), count: 2, class_loss = 0.046415, iou_loss = 0.041510, total_loss = 0.087925 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812463), count: 12, class_loss = 1.692228, iou_loss = 0.536925, total_loss = 2.229153 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004225, iou_loss = 0.000000, total_loss = 0.004225 \n"," total_bbox = 306740, rewritten_bbox = 1.394992 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814356), count: 5, class_loss = 0.256684, iou_loss = 0.178110, total_loss = 0.434794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750586), count: 1, class_loss = 0.009117, iou_loss = 0.063593, total_loss = 0.072710 \n","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 = 306746, rewritten_bbox = 1.394965 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771085), count: 1, class_loss = 0.132640, iou_loss = 0.013343, total_loss = 0.145983 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709899), count: 9, class_loss = 0.973172, iou_loss = 0.604199, total_loss = 1.577371 \n","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 = 306756, rewritten_bbox = 1.394920 % \n","\n"," 2144: 0.504969, 0.603261 avg loss, 0.001000 rate, 4.968752 seconds, 137216 images, 3.559511 hours left\n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744074), count: 12, class_loss = 1.503111, iou_loss = 0.830763, total_loss = 2.333874 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567256), count: 2, class_loss = 0.601111, iou_loss = 0.253146, total_loss = 0.854257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.658839), count: 3, class_loss = 0.708581, iou_loss = 0.315687, total_loss = 1.024268 \n"," total_bbox = 306773, rewritten_bbox = 1.394842 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799718), count: 7, class_loss = 0.348242, iou_loss = 0.345386, total_loss = 0.693627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769493), count: 2, class_loss = 0.203360, iou_loss = 0.091524, total_loss = 0.294884 \n","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 = 306782, rewritten_bbox = 1.395128 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702811), count: 2, class_loss = 0.350672, iou_loss = 0.126539, total_loss = 0.477212 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717638), count: 3, class_loss = 0.723955, iou_loss = 0.186897, total_loss = 0.910851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000188, iou_loss = 0.000000, total_loss = 0.000188 \n"," total_bbox = 306787, rewritten_bbox = 1.395105 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810752), count: 3, class_loss = 0.262192, iou_loss = 0.133394, total_loss = 0.395586 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780873), count: 3, class_loss = 0.492135, iou_loss = 0.105962, total_loss = 0.598097 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000278, iou_loss = 0.000000, total_loss = 0.000278 \n"," total_bbox = 306793, rewritten_bbox = 1.395077 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839080), count: 1, class_loss = 0.009316, iou_loss = 0.012690, total_loss = 0.022005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746389), count: 7, class_loss = 1.370822, iou_loss = 0.618990, total_loss = 1.989812 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.779411), count: 1, class_loss = 0.088827, iou_loss = 0.033754, total_loss = 0.122582 \n"," total_bbox = 306802, rewritten_bbox = 1.395037 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852933), count: 7, class_loss = 1.158080, iou_loss = 0.341071, total_loss = 1.499151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760744), count: 4, class_loss = 0.627996, iou_loss = 0.314534, total_loss = 0.942530 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007517, iou_loss = 0.000000, total_loss = 0.007517 \n"," total_bbox = 306813, rewritten_bbox = 1.394987 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843386), count: 5, class_loss = 0.215338, iou_loss = 0.201141, total_loss = 0.416478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874162), count: 2, class_loss = 0.364445, iou_loss = 0.054813, total_loss = 0.419258 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004092, iou_loss = 0.000000, total_loss = 0.004092 \n"," total_bbox = 306820, rewritten_bbox = 1.394955 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795284), count: 3, class_loss = 0.283218, iou_loss = 0.093849, total_loss = 0.377067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682229), count: 1, class_loss = 0.180280, iou_loss = 0.089401, total_loss = 0.269681 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n"," total_bbox = 306824, rewritten_bbox = 1.394937 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764294), count: 3, class_loss = 0.203963, iou_loss = 0.096958, total_loss = 0.300921 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682277), count: 6, class_loss = 0.434013, iou_loss = 0.451683, total_loss = 0.885696 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585992), count: 7, class_loss = 1.161439, iou_loss = 0.969933, total_loss = 2.131372 \n"," total_bbox = 306840, rewritten_bbox = 1.394864 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807180), count: 7, class_loss = 0.253905, iou_loss = 0.233349, total_loss = 0.487254 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015802, iou_loss = 0.000000, total_loss = 0.015802 \n","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 = 306847, rewritten_bbox = 1.394832 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754504), count: 3, class_loss = 0.146385, iou_loss = 0.134510, total_loss = 0.280895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818672), count: 3, class_loss = 0.383136, iou_loss = 0.071221, total_loss = 0.454357 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.635380), count: 1, class_loss = 0.174475, iou_loss = 0.075870, total_loss = 0.250345 \n"," total_bbox = 306854, rewritten_bbox = 1.394800 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673641), count: 6, class_loss = 0.568201, iou_loss = 0.535100, total_loss = 1.103301 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782085), count: 2, class_loss = 0.293543, iou_loss = 0.085324, total_loss = 0.378868 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.210373), count: 1, class_loss = 0.250522, iou_loss = 0.584617, total_loss = 0.835139 \n"," total_bbox = 306863, rewritten_bbox = 1.394759 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702463), count: 5, class_loss = 1.029969, iou_loss = 0.199789, total_loss = 1.229757 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745849), count: 2, class_loss = 0.234580, iou_loss = 0.137914, total_loss = 0.372494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 306870, rewritten_bbox = 1.394727 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832582), count: 4, class_loss = 0.456150, iou_loss = 0.164410, total_loss = 0.620560 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003484, iou_loss = 0.000000, total_loss = 0.003484 \n","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 = 306874, rewritten_bbox = 1.394709 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684982), count: 6, class_loss = 1.241060, iou_loss = 0.565221, total_loss = 1.806281 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777455), count: 3, class_loss = 0.550147, iou_loss = 0.322992, total_loss = 0.873139 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009742, iou_loss = 0.000000, total_loss = 0.009742 \n"," total_bbox = 306883, rewritten_bbox = 1.394668 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792450), count: 4, class_loss = 0.414952, iou_loss = 0.108691, total_loss = 0.523642 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682440), count: 1, class_loss = 0.308543, iou_loss = 0.092320, total_loss = 0.400863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000705, iou_loss = 0.000000, total_loss = 0.000705 \n"," total_bbox = 306888, rewritten_bbox = 1.394646 % \n","\n"," 2145: 0.554542, 0.598389 avg loss, 0.001000 rate, 4.967771 seconds, 137280 images, 3.549533 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: 0.822728), count: 5, class_loss = 0.704731, iou_loss = 0.143512, total_loss = 0.848244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795448), count: 5, class_loss = 0.327314, iou_loss = 0.156569, total_loss = 0.483884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000714, iou_loss = 0.000000, total_loss = 0.000714 \n"," total_bbox = 306898, rewritten_bbox = 1.394926 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689343), count: 5, class_loss = 0.781282, iou_loss = 0.254710, total_loss = 1.035992 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781912), count: 1, class_loss = 0.079994, iou_loss = 0.037290, total_loss = 0.117284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000762, iou_loss = 0.000000, total_loss = 0.000762 \n"," total_bbox = 306904, rewritten_bbox = 1.394899 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.885284), count: 2, class_loss = 0.092186, iou_loss = 0.034781, total_loss = 0.126967 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708481), count: 2, class_loss = 0.681416, iou_loss = 0.111162, total_loss = 0.792578 \n","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 = 306908, rewritten_bbox = 1.394881 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810259), count: 6, class_loss = 0.680718, iou_loss = 0.367944, total_loss = 1.048662 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009082, iou_loss = 0.000000, total_loss = 0.009082 \n","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 = 306914, rewritten_bbox = 1.394853 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704839), count: 14, class_loss = 1.700655, iou_loss = 1.061653, total_loss = 2.762308 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627903), count: 5, class_loss = 0.844008, iou_loss = 0.670907, total_loss = 1.514915 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003207, iou_loss = 0.000000, total_loss = 0.003207 \n"," total_bbox = 306933, rewritten_bbox = 1.394767 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695846), count: 5, class_loss = 0.538525, iou_loss = 0.354825, total_loss = 0.893349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760338), count: 4, class_loss = 0.471392, iou_loss = 0.297377, total_loss = 0.768769 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.726658), count: 1, class_loss = 0.017008, iou_loss = 0.040400, total_loss = 0.057408 \n"," total_bbox = 306943, rewritten_bbox = 1.394722 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712908), count: 4, class_loss = 0.589562, iou_loss = 0.259235, total_loss = 0.848797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682064), count: 1, class_loss = 0.273221, iou_loss = 0.137529, total_loss = 0.410750 \n","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 = 306948, rewritten_bbox = 1.394699 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858186), count: 3, class_loss = 0.532699, iou_loss = 0.067455, total_loss = 0.600154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782428), count: 3, class_loss = 0.331860, iou_loss = 0.097257, total_loss = 0.429117 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.490209), count: 6, class_loss = 1.055088, iou_loss = 1.238496, total_loss = 2.293585 \n"," total_bbox = 306960, rewritten_bbox = 1.394644 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805062), count: 6, class_loss = 0.527817, iou_loss = 0.204909, total_loss = 0.732726 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.588833), count: 1, class_loss = 0.327297, iou_loss = 0.118932, total_loss = 0.446229 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000557, iou_loss = 0.000000, total_loss = 0.000557 \n"," total_bbox = 306967, rewritten_bbox = 1.394938 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860218), count: 3, class_loss = 0.551603, iou_loss = 0.046014, total_loss = 0.597617 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878749), count: 2, class_loss = 0.004125, iou_loss = 0.064784, total_loss = 0.068909 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.324804), count: 1, class_loss = 0.250885, iou_loss = 0.553429, total_loss = 0.804315 \n"," total_bbox = 306973, rewritten_bbox = 1.394911 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740118), count: 10, class_loss = 0.653452, iou_loss = 0.437435, total_loss = 1.090887 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722032), count: 3, class_loss = 0.581512, iou_loss = 0.216450, total_loss = 0.797962 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001866, iou_loss = 0.000000, total_loss = 0.001866 \n"," total_bbox = 306986, rewritten_bbox = 1.395178 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829590), count: 6, class_loss = 0.098537, iou_loss = 0.104797, total_loss = 0.203333 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.026283, iou_loss = 0.000000, total_loss = 0.026283 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000075, iou_loss = 0.000000, total_loss = 0.000075 \n"," total_bbox = 306992, rewritten_bbox = 1.395476 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841140), count: 7, class_loss = 0.364919, iou_loss = 0.241738, total_loss = 0.606656 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855795), count: 1, class_loss = 0.237774, iou_loss = 0.023488, total_loss = 0.261262 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.506538), count: 1, class_loss = 0.250297, iou_loss = 0.257758, total_loss = 0.508056 \n"," total_bbox = 307001, rewritten_bbox = 1.395435 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788607), count: 6, class_loss = 0.854063, iou_loss = 0.231186, total_loss = 1.085249 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802392), count: 3, class_loss = 0.547290, iou_loss = 0.086580, total_loss = 0.633869 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654041), count: 2, class_loss = 0.550174, iou_loss = 0.300988, total_loss = 0.851162 \n"," total_bbox = 307012, rewritten_bbox = 1.395385 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856798), count: 4, class_loss = 0.412874, iou_loss = 0.078150, total_loss = 0.491024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758782), count: 5, class_loss = 0.782112, iou_loss = 0.228650, total_loss = 1.010762 \n","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 = 307021, rewritten_bbox = 1.395344 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793586), count: 7, class_loss = 0.861745, iou_loss = 0.317774, total_loss = 1.179519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754556), count: 2, class_loss = 0.129897, iou_loss = 0.103876, total_loss = 0.233773 \n","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 = 307030, rewritten_bbox = 1.395303 % \n","\n"," 2146: 0.555814, 0.594131 avg loss, 0.001000 rate, 4.963211 seconds, 137344 images, 3.539636 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722988), count: 5, class_loss = 0.325104, iou_loss = 0.283534, total_loss = 0.608639 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771513), count: 6, class_loss = 0.816566, iou_loss = 0.273942, total_loss = 1.090508 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.791392), count: 4, class_loss = 0.814550, iou_loss = 0.236083, total_loss = 1.050633 \n"," total_bbox = 307045, rewritten_bbox = 1.395235 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745689), count: 5, class_loss = 0.362418, iou_loss = 0.248458, total_loss = 0.610877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.544495), count: 1, class_loss = 0.077921, iou_loss = 0.192009, total_loss = 0.269930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005043, iou_loss = 0.000000, total_loss = 0.005043 \n"," total_bbox = 307051, rewritten_bbox = 1.395208 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796708), count: 4, class_loss = 0.145701, iou_loss = 0.141253, total_loss = 0.286954 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641634), count: 2, class_loss = 0.249497, iou_loss = 0.165468, total_loss = 0.414964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001585, iou_loss = 0.000000, total_loss = 0.001585 \n"," total_bbox = 307057, rewritten_bbox = 1.395181 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769450), count: 7, class_loss = 0.166040, iou_loss = 0.353432, total_loss = 0.519472 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736533), count: 1, class_loss = 0.364542, iou_loss = 0.099998, total_loss = 0.464540 \n","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 = 307065, rewritten_bbox = 1.395144 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747908), count: 5, class_loss = 0.301490, iou_loss = 0.171216, total_loss = 0.472706 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001544, iou_loss = 0.000000, total_loss = 0.001544 \n","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 = 307070, rewritten_bbox = 1.395122 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791307), count: 7, class_loss = 0.630543, iou_loss = 0.293593, total_loss = 0.924136 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.685785), count: 2, class_loss = 0.067728, iou_loss = 0.213244, total_loss = 0.280973 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.580673), count: 2, class_loss = 0.345301, iou_loss = 0.246077, total_loss = 0.591377 \n"," total_bbox = 307081, rewritten_bbox = 1.395072 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695652), count: 9, class_loss = 1.314933, iou_loss = 0.976611, total_loss = 2.291544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604700), count: 7, class_loss = 0.881668, iou_loss = 1.344798, total_loss = 2.226465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647743), count: 2, class_loss = 0.324176, iou_loss = 0.202761, total_loss = 0.526937 \n"," total_bbox = 307099, rewritten_bbox = 1.395316 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797712), count: 7, class_loss = 0.660439, iou_loss = 0.426187, total_loss = 1.086626 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824227), count: 2, class_loss = 0.213327, iou_loss = 0.048452, total_loss = 0.261779 \n","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 = 307108, rewritten_bbox = 1.395275 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756642), count: 5, class_loss = 0.333718, iou_loss = 0.271515, total_loss = 0.605234 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760148), count: 2, class_loss = 0.545410, iou_loss = 0.083446, total_loss = 0.628856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000192, iou_loss = 0.000000, total_loss = 0.000192 \n"," total_bbox = 307115, rewritten_bbox = 1.395243 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825211), count: 11, class_loss = 0.395701, iou_loss = 0.442304, total_loss = 0.838005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660650), count: 1, class_loss = 0.183092, iou_loss = 0.136369, total_loss = 0.319461 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000167, iou_loss = 0.000000, total_loss = 0.000167 \n"," total_bbox = 307127, rewritten_bbox = 1.396165 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758146), count: 4, class_loss = 0.491819, iou_loss = 0.168635, total_loss = 0.660455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761034), count: 14, class_loss = 0.749891, iou_loss = 0.683963, total_loss = 1.433855 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.759262), count: 2, class_loss = 0.075806, iou_loss = 0.082729, total_loss = 0.158535 \n"," total_bbox = 307147, rewritten_bbox = 1.396074 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744352), count: 5, class_loss = 0.144029, iou_loss = 0.287579, total_loss = 0.431608 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597518), count: 4, class_loss = 0.342884, iou_loss = 0.459146, total_loss = 0.802029 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.687618), count: 2, class_loss = 0.329017, iou_loss = 0.253047, total_loss = 0.582064 \n"," total_bbox = 307158, rewritten_bbox = 1.396350 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797861), count: 4, class_loss = 0.598608, iou_loss = 0.164664, total_loss = 0.763272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718176), count: 19, class_loss = 3.469990, iou_loss = 1.233282, total_loss = 4.703272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.568207), count: 2, class_loss = 0.957164, iou_loss = 0.212236, total_loss = 1.169401 \n"," total_bbox = 307183, rewritten_bbox = 1.396236 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797727), count: 6, class_loss = 0.488066, iou_loss = 0.173298, total_loss = 0.661364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677893), count: 4, class_loss = 0.774883, iou_loss = 0.482711, total_loss = 1.257595 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000767, iou_loss = 0.000000, total_loss = 0.000767 \n"," total_bbox = 307193, rewritten_bbox = 1.396191 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778544), count: 4, class_loss = 0.345666, iou_loss = 0.129540, total_loss = 0.475206 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601806), count: 1, class_loss = 0.179918, iou_loss = 0.124498, total_loss = 0.304415 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003297, iou_loss = 0.000000, total_loss = 0.003297 \n"," total_bbox = 307198, rewritten_bbox = 1.396168 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658570), count: 7, class_loss = 0.999138, iou_loss = 0.786107, total_loss = 1.785245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749696), count: 3, class_loss = 0.745217, iou_loss = 0.201574, total_loss = 0.946791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004931, iou_loss = 0.000000, total_loss = 0.004931 \n"," total_bbox = 307208, rewritten_bbox = 1.396122 % \n","\n"," 2147: 0.677576, 0.602476 avg loss, 0.001000 rate, 4.970099 seconds, 137408 images, 3.529800 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: 0.779146), count: 3, class_loss = 0.411647, iou_loss = 0.128245, total_loss = 0.539892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759344), count: 7, class_loss = 0.569270, iou_loss = 0.400197, total_loss = 0.969468 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.578264), count: 3, class_loss = 0.670858, iou_loss = 0.739597, total_loss = 1.410456 \n"," total_bbox = 307221, rewritten_bbox = 1.396063 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754016), count: 5, class_loss = 0.938761, iou_loss = 0.275251, total_loss = 1.214012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707828), count: 7, class_loss = 0.456482, iou_loss = 0.514288, total_loss = 0.970770 \n","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 = 307233, rewritten_bbox = 1.396009 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853813), count: 2, class_loss = 0.231734, iou_loss = 0.041226, total_loss = 0.272960 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703856), count: 4, class_loss = 0.704080, iou_loss = 0.332354, total_loss = 1.036434 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.723623), count: 4, class_loss = 0.623143, iou_loss = 0.393784, total_loss = 1.016927 \n"," total_bbox = 307243, rewritten_bbox = 1.395963 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810817), count: 3, class_loss = 0.128866, iou_loss = 0.054947, total_loss = 0.183813 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660890), count: 2, class_loss = 0.512033, iou_loss = 0.170219, total_loss = 0.682253 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591024), count: 1, class_loss = 0.241453, iou_loss = 0.114447, total_loss = 0.355900 \n"," total_bbox = 307249, rewritten_bbox = 1.395936 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809807), count: 6, class_loss = 0.467845, iou_loss = 0.247929, total_loss = 0.715774 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709992), count: 10, class_loss = 0.898078, iou_loss = 0.757362, total_loss = 1.655439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.721594), count: 2, class_loss = 0.095469, iou_loss = 0.123094, total_loss = 0.218563 \n"," total_bbox = 307267, rewritten_bbox = 1.396180 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798296), count: 6, class_loss = 0.312219, iou_loss = 0.273091, total_loss = 0.585310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748439), count: 4, class_loss = 0.391793, iou_loss = 0.216953, total_loss = 0.608746 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002001, iou_loss = 0.000000, total_loss = 0.002001 \n"," total_bbox = 307277, rewritten_bbox = 1.396134 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796950), count: 5, class_loss = 0.577295, iou_loss = 0.198599, total_loss = 0.775894 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850100), count: 1, class_loss = 0.166622, iou_loss = 0.024021, total_loss = 0.190643 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017514, iou_loss = 0.000000, total_loss = 0.017514 \n"," total_bbox = 307283, rewritten_bbox = 1.396107 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756516), count: 5, class_loss = 0.632097, iou_loss = 0.271784, total_loss = 0.903881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789264), count: 3, class_loss = 0.499359, iou_loss = 0.285937, total_loss = 0.785296 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023842, iou_loss = 0.000000, total_loss = 0.023842 \n"," total_bbox = 307291, rewritten_bbox = 1.396071 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658559), count: 6, class_loss = 0.403892, iou_loss = 0.757388, total_loss = 1.161280 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805301), count: 5, class_loss = 0.471826, iou_loss = 0.230918, total_loss = 0.702744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.748973), count: 2, class_loss = 0.289478, iou_loss = 0.057253, total_loss = 0.346731 \n"," total_bbox = 307304, rewritten_bbox = 1.396337 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761148), count: 7, class_loss = 0.640347, iou_loss = 0.743226, total_loss = 1.383574 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696856), count: 2, class_loss = 0.137244, iou_loss = 1.129097, total_loss = 1.266341 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 307313, rewritten_bbox = 1.396947 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875201), count: 5, class_loss = 0.108323, iou_loss = 0.098771, total_loss = 0.207094 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696556), count: 2, class_loss = 0.088087, iou_loss = 0.096988, total_loss = 0.185075 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000137, iou_loss = 0.000000, total_loss = 0.000137 \n"," total_bbox = 307320, rewritten_bbox = 1.396915 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.919584), count: 1, class_loss = 0.037979, iou_loss = 0.002512, total_loss = 0.040491 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662382), count: 5, class_loss = 0.887138, iou_loss = 0.652909, total_loss = 1.540047 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647899), count: 2, class_loss = 0.395256, iou_loss = 0.270432, total_loss = 0.665688 \n"," total_bbox = 307328, rewritten_bbox = 1.396879 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705125), count: 5, class_loss = 0.506463, iou_loss = 0.340547, total_loss = 0.847010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741048), count: 2, class_loss = 0.077477, iou_loss = 0.120985, total_loss = 0.198462 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002694, iou_loss = 0.000000, total_loss = 0.002694 \n"," total_bbox = 307335, rewritten_bbox = 1.396847 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827609), count: 5, class_loss = 0.380122, iou_loss = 0.167989, total_loss = 0.548111 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719909), count: 2, class_loss = 0.309627, iou_loss = 0.144795, total_loss = 0.454422 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000790, iou_loss = 0.000000, total_loss = 0.000790 \n"," total_bbox = 307342, rewritten_bbox = 1.396815 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761121), count: 6, class_loss = 0.725545, iou_loss = 0.290810, total_loss = 1.016354 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691703), count: 2, class_loss = 0.433614, iou_loss = 0.105302, total_loss = 0.538917 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634109), count: 10, class_loss = 1.930925, iou_loss = 1.378404, total_loss = 3.309329 \n"," total_bbox = 307360, rewritten_bbox = 1.396734 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733122), count: 5, class_loss = 0.766183, iou_loss = 0.183530, total_loss = 0.949714 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.384251), count: 2, class_loss = 0.593045, iou_loss = 0.857965, total_loss = 1.451010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000504, iou_loss = 0.000000, total_loss = 0.000504 \n"," total_bbox = 307367, rewritten_bbox = 1.396702 % \n","\n"," 2148: 0.665677, 0.608796 avg loss, 0.001000 rate, 4.997644 seconds, 137472 images, 3.520085 hours left\n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783407), count: 9, class_loss = 1.001131, iou_loss = 0.586871, total_loss = 1.588002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754166), count: 1, class_loss = 0.113088, iou_loss = 0.028614, total_loss = 0.141702 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585466), count: 1, class_loss = 0.227555, iou_loss = 0.211468, total_loss = 0.439023 \n"," total_bbox = 307378, rewritten_bbox = 1.396977 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746330), count: 3, class_loss = 0.003515, iou_loss = 0.116644, total_loss = 0.120159 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.937247), count: 1, class_loss = 0.092116, iou_loss = 0.003102, total_loss = 0.095218 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.575171), count: 1, class_loss = 0.252678, iou_loss = 0.127434, total_loss = 0.380112 \n"," total_bbox = 307383, rewritten_bbox = 1.396954 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784997), count: 8, class_loss = 0.696828, iou_loss = 0.348816, total_loss = 1.045645 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718537), count: 1, class_loss = 0.229167, iou_loss = 0.083034, total_loss = 0.312200 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001087, iou_loss = 0.000000, total_loss = 0.001087 \n"," total_bbox = 307392, rewritten_bbox = 1.396913 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869414), count: 3, class_loss = 0.066069, iou_loss = 0.026607, total_loss = 0.092675 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766435), count: 6, class_loss = 0.630513, iou_loss = 0.361935, total_loss = 0.992448 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001401, iou_loss = 0.000000, total_loss = 0.001401 \n"," total_bbox = 307401, rewritten_bbox = 1.396873 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689466), count: 10, class_loss = 1.402554, iou_loss = 0.909166, total_loss = 2.311720 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661748), count: 8, class_loss = 1.368858, iou_loss = 1.187196, total_loss = 2.556054 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.718287), count: 2, class_loss = 0.476306, iou_loss = 0.276434, total_loss = 0.752740 \n"," total_bbox = 307421, rewritten_bbox = 1.396782 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821589), count: 3, class_loss = 0.464902, iou_loss = 0.038557, total_loss = 0.503459 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.553076), count: 2, class_loss = 0.532477, iou_loss = 0.314972, total_loss = 0.847448 \n","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 = 307426, rewritten_bbox = 1.396759 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710335), count: 7, class_loss = 0.730903, iou_loss = 0.637972, total_loss = 1.368875 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787982), count: 5, class_loss = 0.502809, iou_loss = 0.337667, total_loss = 0.840476 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641790), count: 1, class_loss = 0.038056, iou_loss = 0.077145, total_loss = 0.115201 \n"," total_bbox = 307439, rewritten_bbox = 1.397025 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803728), count: 8, class_loss = 0.364489, iou_loss = 0.452808, total_loss = 0.817297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809793), count: 1, class_loss = 0.052464, iou_loss = 0.131475, total_loss = 0.183939 \n","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 = 307448, rewritten_bbox = 1.396984 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800717), count: 5, class_loss = 1.317300, iou_loss = 0.307154, total_loss = 1.624454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768992), count: 3, class_loss = 0.036223, iou_loss = 0.097738, total_loss = 0.133961 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775654), count: 1, class_loss = 0.028480, iou_loss = 0.051184, total_loss = 0.079663 \n"," total_bbox = 307457, rewritten_bbox = 1.396943 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758119), count: 6, class_loss = 0.295731, iou_loss = 0.312950, total_loss = 0.608681 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723368), count: 3, class_loss = 0.195803, iou_loss = 0.180000, total_loss = 0.375803 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000449, iou_loss = 0.000000, total_loss = 0.000449 \n"," total_bbox = 307466, rewritten_bbox = 1.396902 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791389), count: 4, class_loss = 0.385028, iou_loss = 0.130044, total_loss = 0.515072 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749522), count: 3, class_loss = 0.408888, iou_loss = 0.254787, total_loss = 0.663675 \n","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 = 307473, rewritten_bbox = 1.396871 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783134), count: 6, class_loss = 0.132489, iou_loss = 0.185875, total_loss = 0.318364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676808), count: 2, class_loss = 0.301119, iou_loss = 0.190558, total_loss = 0.491677 \n","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 = 307481, rewritten_bbox = 1.396834 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854825), count: 4, class_loss = 0.261331, iou_loss = 0.076259, total_loss = 0.337591 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795336), count: 3, class_loss = 0.240420, iou_loss = 0.077131, total_loss = 0.317551 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000520, iou_loss = 0.000000, total_loss = 0.000520 \n"," total_bbox = 307488, rewritten_bbox = 1.396802 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803883), count: 5, class_loss = 0.186980, iou_loss = 0.105513, total_loss = 0.292493 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778740), count: 2, class_loss = 0.232022, iou_loss = 0.060883, total_loss = 0.292905 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000502, iou_loss = 0.000000, total_loss = 0.000502 \n"," total_bbox = 307495, rewritten_bbox = 1.396771 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781260), count: 5, class_loss = 0.246608, iou_loss = 0.149348, total_loss = 0.395956 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670337), count: 3, class_loss = 0.264645, iou_loss = 0.242557, total_loss = 0.507202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.025291, iou_loss = 0.000000, total_loss = 0.025291 \n"," total_bbox = 307502, rewritten_bbox = 1.397064 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794115), count: 7, class_loss = 0.959768, iou_loss = 0.246619, total_loss = 1.206387 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806553), count: 1, class_loss = 0.028080, iou_loss = 0.014027, total_loss = 0.042107 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000969, iou_loss = 0.000000, total_loss = 0.000969 \n"," total_bbox = 307510, rewritten_bbox = 1.397028 % \n","\n"," 2149: 0.494548, 0.597371 avg loss, 0.001000 rate, 4.964327 seconds, 137536 images, 3.510595 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: 0.855243), count: 5, class_loss = 0.217988, iou_loss = 0.163686, total_loss = 0.381674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846450), count: 2, class_loss = 0.010468, iou_loss = 0.045700, total_loss = 0.056168 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001967, iou_loss = 0.000000, total_loss = 0.001967 \n"," total_bbox = 307517, rewritten_bbox = 1.396996 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.580758), count: 4, class_loss = 0.540432, iou_loss = 0.668260, total_loss = 1.208692 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722057), count: 3, class_loss = 0.591153, iou_loss = 0.349492, total_loss = 0.940645 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001512, iou_loss = 0.000000, total_loss = 0.001512 \n"," total_bbox = 307524, rewritten_bbox = 1.396964 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767638), count: 4, class_loss = 0.206237, iou_loss = 0.211993, total_loss = 0.418230 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694044), count: 1, class_loss = 0.137849, iou_loss = 0.071285, total_loss = 0.209134 \n","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 = 307529, rewritten_bbox = 1.396941 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756728), count: 4, class_loss = 0.467700, iou_loss = 0.233249, total_loss = 0.700949 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010331, iou_loss = 0.000000, total_loss = 0.010331 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000976, iou_loss = 0.000000, total_loss = 0.000976 \n"," total_bbox = 307533, rewritten_bbox = 1.396923 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776332), count: 4, class_loss = 0.579372, iou_loss = 0.140231, total_loss = 0.719603 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700751), count: 2, class_loss = 0.283660, iou_loss = 0.383597, total_loss = 0.667257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.765187), count: 1, class_loss = 0.076226, iou_loss = 0.035702, total_loss = 0.111928 \n"," total_bbox = 307540, rewritten_bbox = 1.396891 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764341), count: 4, class_loss = 0.268685, iou_loss = 0.124846, total_loss = 0.393532 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694885), count: 4, class_loss = 0.768201, iou_loss = 0.263040, total_loss = 1.031241 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624880), count: 2, class_loss = 0.546950, iou_loss = 0.263231, total_loss = 0.810180 \n"," total_bbox = 307550, rewritten_bbox = 1.396846 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794870), count: 11, class_loss = 1.191073, iou_loss = 0.435525, total_loss = 1.626598 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.581343), count: 1, class_loss = 0.266969, iou_loss = 0.146014, total_loss = 0.412984 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000521, iou_loss = 0.000000, total_loss = 0.000521 \n"," total_bbox = 307562, rewritten_bbox = 1.396792 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848886), count: 3, class_loss = 0.134686, iou_loss = 0.055868, total_loss = 0.190555 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601475), count: 5, class_loss = 0.546555, iou_loss = 0.765857, total_loss = 1.312412 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000282, iou_loss = 0.000000, total_loss = 0.000282 \n"," total_bbox = 307570, rewritten_bbox = 1.396755 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808829), count: 11, class_loss = 0.829912, iou_loss = 0.404406, total_loss = 1.234318 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736376), count: 2, class_loss = 0.293032, iou_loss = 0.176616, total_loss = 0.469648 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634439), count: 1, class_loss = 0.225002, iou_loss = 0.106808, total_loss = 0.331810 \n"," total_bbox = 307584, rewritten_bbox = 1.396692 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790130), count: 6, class_loss = 0.799834, iou_loss = 0.220575, total_loss = 1.020409 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.672564), count: 7, class_loss = 0.389498, iou_loss = 0.598632, total_loss = 0.988130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007406, iou_loss = 0.000000, total_loss = 0.007406 \n"," total_bbox = 307597, rewritten_bbox = 1.396633 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771780), count: 4, class_loss = 0.111593, iou_loss = 0.285722, total_loss = 0.397315 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600527), count: 1, class_loss = 0.240015, iou_loss = 0.101318, total_loss = 0.341333 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.690071), count: 6, class_loss = 0.995769, iou_loss = 0.408325, total_loss = 1.404094 \n"," total_bbox = 307608, rewritten_bbox = 1.396583 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815142), count: 1, class_loss = 0.032571, iou_loss = 0.027918, total_loss = 0.060489 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729643), count: 4, class_loss = 0.449468, iou_loss = 0.221039, total_loss = 0.670507 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n"," total_bbox = 307613, rewritten_bbox = 1.396560 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805013), count: 4, class_loss = 0.349323, iou_loss = 0.165104, total_loss = 0.514427 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818914), count: 1, class_loss = 0.111511, iou_loss = 0.031859, total_loss = 0.143370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002145, iou_loss = 0.000000, total_loss = 0.002145 \n"," total_bbox = 307618, rewritten_bbox = 1.396537 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769101), count: 4, class_loss = 0.372638, iou_loss = 0.153509, total_loss = 0.526147 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797667), count: 15, class_loss = 1.323616, iou_loss = 0.435034, total_loss = 1.758650 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.534558), count: 4, class_loss = 0.729926, iou_loss = 0.742165, total_loss = 1.472091 \n"," total_bbox = 307641, rewritten_bbox = 1.396758 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803338), count: 5, class_loss = 0.225942, iou_loss = 0.219829, total_loss = 0.445771 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683760), count: 4, class_loss = 0.879402, iou_loss = 0.438350, total_loss = 1.317752 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002022, iou_loss = 0.000000, total_loss = 0.002022 \n"," total_bbox = 307650, rewritten_bbox = 1.396717 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812033), count: 4, class_loss = 0.097890, iou_loss = 0.306229, total_loss = 0.404118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742892), count: 13, class_loss = 1.484355, iou_loss = 1.266673, total_loss = 2.751028 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.510206), count: 1, class_loss = 0.157079, iou_loss = 0.128022, total_loss = 0.285101 \n"," total_bbox = 307668, rewritten_bbox = 1.397285 % \n","\n"," 2150: 0.578243, 0.595458 avg loss, 0.001000 rate, 4.962962 seconds, 137600 images, 3.501014 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000043 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786076), count: 5, class_loss = 0.342678, iou_loss = 0.266723, total_loss = 0.609401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696157), count: 2, class_loss = 0.360509, iou_loss = 0.385498, total_loss = 0.746006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001312, iou_loss = 0.000000, total_loss = 0.001312 \n"," total_bbox = 307675, rewritten_bbox = 1.397254 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713995), count: 7, class_loss = 0.767740, iou_loss = 0.611165, total_loss = 1.378904 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766600), count: 2, class_loss = 0.081015, iou_loss = 0.144306, total_loss = 0.225322 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001883, iou_loss = 0.000000, total_loss = 0.001883 \n"," total_bbox = 307684, rewritten_bbox = 1.397213 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817719), count: 5, class_loss = 0.600932, iou_loss = 0.229906, total_loss = 0.830839 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847167), count: 1, class_loss = 0.013279, iou_loss = 0.010994, total_loss = 0.024274 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000524, iou_loss = 0.000000, total_loss = 0.000524 \n"," total_bbox = 307690, rewritten_bbox = 1.397185 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.892429), count: 3, class_loss = 0.151679, iou_loss = 0.026822, total_loss = 0.178500 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007592, iou_loss = 0.000000, total_loss = 0.007592 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475867), count: 2, class_loss = 0.291227, iou_loss = 0.910200, total_loss = 1.201428 \n"," total_bbox = 307695, rewritten_bbox = 1.397163 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842102), count: 4, class_loss = 0.246730, iou_loss = 0.298866, total_loss = 0.545596 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670946), count: 2, class_loss = 0.238420, iou_loss = 0.206456, total_loss = 0.444877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.032134, iou_loss = 0.000000, total_loss = 0.032134 \n"," total_bbox = 307701, rewritten_bbox = 1.397461 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758456), count: 7, class_loss = 0.903949, iou_loss = 0.275637, total_loss = 1.179585 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.626209), count: 1, class_loss = 0.337355, iou_loss = 0.086930, total_loss = 0.424285 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000182, iou_loss = 0.000000, total_loss = 0.000182 \n"," total_bbox = 307709, rewritten_bbox = 1.397424 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740178), count: 4, class_loss = 0.800613, iou_loss = 0.538243, total_loss = 1.338856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698526), count: 2, class_loss = 0.305278, iou_loss = 0.178603, total_loss = 0.483881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001001, iou_loss = 0.000000, total_loss = 0.001001 \n"," total_bbox = 307715, rewritten_bbox = 1.397397 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794985), count: 5, class_loss = 1.171876, iou_loss = 0.235564, total_loss = 1.407440 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750905), count: 15, class_loss = 1.379948, iou_loss = 0.821246, total_loss = 2.201194 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.191607, iou_loss = 0.000000, total_loss = 0.191607 \n"," total_bbox = 307735, rewritten_bbox = 1.397306 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879103), count: 3, class_loss = 0.342644, iou_loss = 0.096680, total_loss = 0.439324 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863541), count: 1, class_loss = 0.123041, iou_loss = 0.043389, total_loss = 0.166430 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.929254), count: 1, class_loss = 0.038895, iou_loss = 0.003029, total_loss = 0.041924 \n"," total_bbox = 307740, rewritten_bbox = 1.397283 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824135), count: 6, class_loss = 0.266861, iou_loss = 0.159244, total_loss = 0.426104 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819649), count: 1, class_loss = 0.315081, iou_loss = 0.027869, total_loss = 0.342949 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.857123), count: 1, class_loss = 0.116178, iou_loss = 0.011499, total_loss = 0.127677 \n"," total_bbox = 307748, rewritten_bbox = 1.397247 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746542), count: 4, class_loss = 0.588141, iou_loss = 0.332981, total_loss = 0.921122 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.651902), count: 4, class_loss = 0.339949, iou_loss = 0.433548, total_loss = 0.773497 \n","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 = 307756, rewritten_bbox = 1.397211 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795119), count: 10, class_loss = 0.877920, iou_loss = 0.481358, total_loss = 1.359278 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.603269), count: 2, class_loss = 0.499050, iou_loss = 0.259014, total_loss = 0.758064 \n","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 = 307768, rewritten_bbox = 1.397156 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743017), count: 4, class_loss = 0.909863, iou_loss = 0.463062, total_loss = 1.372925 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752288), count: 24, class_loss = 2.485512, iou_loss = 1.703118, total_loss = 4.188630 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.671729), count: 1, class_loss = 0.334262, iou_loss = 0.125203, total_loss = 0.459465 \n"," total_bbox = 307797, rewritten_bbox = 1.397025 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831743), count: 4, class_loss = 0.399598, iou_loss = 0.213286, total_loss = 0.612884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821176), count: 5, class_loss = 0.785202, iou_loss = 0.217958, total_loss = 1.003160 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.042693, iou_loss = 0.000000, total_loss = 0.042693 \n"," total_bbox = 307806, rewritten_bbox = 1.396984 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735098), count: 11, class_loss = 1.053153, iou_loss = 1.355098, total_loss = 2.408251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826524), count: 2, class_loss = 0.285261, iou_loss = 0.072482, total_loss = 0.357744 \n","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 = 307819, rewritten_bbox = 1.397250 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763113), count: 7, class_loss = 1.171818, iou_loss = 0.592057, total_loss = 1.763875 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874967), count: 2, class_loss = 0.209509, iou_loss = 0.033154, total_loss = 0.242663 \n","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 = 307828, rewritten_bbox = 1.397209 % \n","\n"," 2151: 0.651382, 0.601051 avg loss, 0.001000 rate, 6.438583 seconds, 137664 images, 3.491509 hours left\n","Loaded: 0.000052 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886398), count: 2, class_loss = 0.012336, iou_loss = 0.022069, total_loss = 0.034405 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728450), count: 4, class_loss = 0.303986, iou_loss = 0.181939, total_loss = 0.485924 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.397854), count: 1, class_loss = 0.249826, iou_loss = 0.394769, total_loss = 0.644595 \n"," total_bbox = 307835, rewritten_bbox = 1.397177 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830684), count: 4, class_loss = 0.546029, iou_loss = 0.240571, total_loss = 0.786600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.028442, iou_loss = 0.000000, total_loss = 0.028442 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.693257), count: 9, class_loss = 1.049837, iou_loss = 0.664087, total_loss = 1.713924 \n"," total_bbox = 307848, rewritten_bbox = 1.397118 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760373), count: 6, class_loss = 0.445761, iou_loss = 0.254431, total_loss = 0.700192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.024011, iou_loss = 0.000000, total_loss = 0.024011 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000045, iou_loss = 0.000000, total_loss = 0.000045 \n"," total_bbox = 307854, rewritten_bbox = 1.397091 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842578), count: 5, class_loss = 0.353137, iou_loss = 0.118828, total_loss = 0.471965 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708158), count: 3, class_loss = 0.571578, iou_loss = 0.412791, total_loss = 0.984369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000119, iou_loss = 0.000000, total_loss = 0.000119 \n"," total_bbox = 307862, rewritten_bbox = 1.397055 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785816), count: 5, class_loss = 0.732067, iou_loss = 0.170705, total_loss = 0.902772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.219979, iou_loss = 0.000000, total_loss = 0.219979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000391, iou_loss = 0.000000, total_loss = 0.000391 \n"," total_bbox = 307867, rewritten_bbox = 1.397032 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844051), count: 3, class_loss = 0.145214, iou_loss = 0.145222, total_loss = 0.290436 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812244), count: 1, class_loss = 0.088344, iou_loss = 0.018264, total_loss = 0.106608 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.180528), count: 1, class_loss = 0.678861, iou_loss = 1.276945, total_loss = 1.955806 \n"," total_bbox = 307872, rewritten_bbox = 1.397009 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801957), count: 6, class_loss = 0.739159, iou_loss = 0.271462, total_loss = 1.010621 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846924), count: 4, class_loss = 0.421420, iou_loss = 0.132993, total_loss = 0.554413 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002233, iou_loss = 0.000000, total_loss = 0.002233 \n"," total_bbox = 307882, rewritten_bbox = 1.396964 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861198), count: 4, class_loss = 0.314595, iou_loss = 0.088038, total_loss = 0.402633 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004938, iou_loss = 0.000000, total_loss = 0.004938 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512663), count: 1, class_loss = 0.235340, iou_loss = 0.287630, total_loss = 0.522969 \n"," total_bbox = 307887, rewritten_bbox = 1.396941 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765959), count: 6, class_loss = 0.886981, iou_loss = 0.298529, total_loss = 1.185510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686262), count: 1, class_loss = 0.151502, iou_loss = 0.115203, total_loss = 0.266705 \n","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 = 307894, rewritten_bbox = 1.396909 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864390), count: 3, class_loss = 0.283126, iou_loss = 0.133685, total_loss = 0.416811 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799364), count: 5, class_loss = 0.274797, iou_loss = 0.131839, total_loss = 0.406636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.177005, iou_loss = 0.000000, total_loss = 0.177005 \n"," total_bbox = 307902, rewritten_bbox = 1.396873 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735241), count: 4, class_loss = 0.472730, iou_loss = 0.245566, total_loss = 0.718296 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748469), count: 1, class_loss = 0.194962, iou_loss = 0.044696, total_loss = 0.239658 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001925, iou_loss = 0.000000, total_loss = 0.001925 \n"," total_bbox = 307907, rewritten_bbox = 1.396850 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823828), count: 4, class_loss = 0.194160, iou_loss = 0.094076, total_loss = 0.288236 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794099), count: 4, class_loss = 0.295875, iou_loss = 0.135697, total_loss = 0.431572 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.739132), count: 7, class_loss = 0.962751, iou_loss = 0.429311, total_loss = 1.392062 \n"," total_bbox = 307922, rewritten_bbox = 1.396782 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812241), count: 6, class_loss = 0.467750, iou_loss = 0.332465, total_loss = 0.800215 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770233), count: 2, class_loss = 0.284462, iou_loss = 0.152601, total_loss = 0.437063 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n"," total_bbox = 307930, rewritten_bbox = 1.397071 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837498), count: 3, class_loss = 0.570611, iou_loss = 0.092461, total_loss = 0.663072 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720298), count: 3, class_loss = 0.444956, iou_loss = 0.252236, total_loss = 0.697191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000155, iou_loss = 0.000000, total_loss = 0.000155 \n"," total_bbox = 307936, rewritten_bbox = 1.397044 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775206), count: 8, class_loss = 0.749445, iou_loss = 0.426008, total_loss = 1.175453 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002204, iou_loss = 0.000000, total_loss = 0.002204 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000054, iou_loss = 0.000000, total_loss = 0.000054 \n"," total_bbox = 307944, rewritten_bbox = 1.397007 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819683), count: 8, class_loss = 0.427310, iou_loss = 0.356251, total_loss = 0.783561 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008614, iou_loss = 0.000000, total_loss = 0.008614 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000189, iou_loss = 0.000000, total_loss = 0.000189 \n"," total_bbox = 307952, rewritten_bbox = 1.396971 % \n","\n"," 2152: 0.457098, 0.586655 avg loss, 0.001000 rate, 6.552679 seconds, 137728 images, 3.489663 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: 0.777091), count: 5, class_loss = 0.038205, iou_loss = 0.312488, total_loss = 0.350694 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736179), count: 6, class_loss = 0.953163, iou_loss = 0.473448, total_loss = 1.426611 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637006), count: 5, class_loss = 0.688761, iou_loss = 0.591967, total_loss = 1.280728 \n"," total_bbox = 307968, rewritten_bbox = 1.396898 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806443), count: 7, class_loss = 1.140164, iou_loss = 0.382761, total_loss = 1.522924 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802514), count: 1, class_loss = 0.286527, iou_loss = 0.118587, total_loss = 0.405114 \n","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 = 307976, rewritten_bbox = 1.397187 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808442), count: 7, class_loss = 0.862615, iou_loss = 0.414662, total_loss = 1.277276 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011260, iou_loss = 0.000000, total_loss = 0.011260 \n","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 = 307983, rewritten_bbox = 1.397155 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793781), count: 5, class_loss = 0.229989, iou_loss = 0.239088, total_loss = 0.469077 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800445), count: 7, class_loss = 0.765206, iou_loss = 0.213517, total_loss = 0.978723 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.650390), count: 1, class_loss = 0.223144, iou_loss = 0.109997, total_loss = 0.333141 \n"," total_bbox = 307996, rewritten_bbox = 1.397096 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722587), count: 4, class_loss = 0.130351, iou_loss = 0.374505, total_loss = 0.504856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888444), count: 2, class_loss = 0.331480, iou_loss = 0.100929, total_loss = 0.432409 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.825910), count: 1, class_loss = 0.195513, iou_loss = 0.009573, total_loss = 0.205086 \n"," total_bbox = 308003, rewritten_bbox = 1.397064 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795516), count: 6, class_loss = 0.436993, iou_loss = 0.200638, total_loss = 0.637631 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879543), count: 2, class_loss = 0.202826, iou_loss = 0.022421, total_loss = 0.225247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.685429), count: 1, class_loss = 0.063999, iou_loss = 0.041491, total_loss = 0.105490 \n"," total_bbox = 308012, rewritten_bbox = 1.397023 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691459), count: 3, class_loss = 0.683095, iou_loss = 0.151158, total_loss = 0.834253 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850962), count: 3, class_loss = 0.163379, iou_loss = 0.087262, total_loss = 0.250641 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000120, iou_loss = 0.000000, total_loss = 0.000120 \n"," total_bbox = 308018, rewritten_bbox = 1.396996 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754342), count: 8, class_loss = 0.829882, iou_loss = 0.645280, total_loss = 1.475162 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.652858), count: 5, class_loss = 0.880028, iou_loss = 0.609598, total_loss = 1.489625 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003492, iou_loss = 0.000000, total_loss = 0.003492 \n"," total_bbox = 308031, rewritten_bbox = 1.396937 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671987), count: 7, class_loss = 1.099642, iou_loss = 0.477648, total_loss = 1.577289 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895561), count: 1, class_loss = 0.046023, iou_loss = 0.007727, total_loss = 0.053750 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019015, iou_loss = 0.000000, total_loss = 0.019015 \n"," total_bbox = 308039, rewritten_bbox = 1.396901 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729025), count: 4, class_loss = 0.212115, iou_loss = 0.208831, total_loss = 0.420946 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755796), count: 3, class_loss = 0.345661, iou_loss = 0.136485, total_loss = 0.482146 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002115, iou_loss = 0.000000, total_loss = 0.002115 \n"," total_bbox = 308046, rewritten_bbox = 1.396869 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796511), count: 8, class_loss = 0.542111, iou_loss = 0.744407, total_loss = 1.286518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004512, iou_loss = 0.000000, total_loss = 0.004512 \n","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 = 308054, rewritten_bbox = 1.397158 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772483), count: 5, class_loss = 0.436800, iou_loss = 0.313944, total_loss = 0.750744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726463), count: 7, class_loss = 0.916475, iou_loss = 0.613455, total_loss = 1.529930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.530174), count: 1, class_loss = 0.167263, iou_loss = 0.110789, total_loss = 0.278052 \n"," total_bbox = 308067, rewritten_bbox = 1.397423 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841984), count: 4, class_loss = 0.321750, iou_loss = 0.164270, total_loss = 0.486020 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001439, iou_loss = 0.000000, total_loss = 0.001439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.715041), count: 1, class_loss = 0.222016, iou_loss = 0.083568, total_loss = 0.305585 \n"," total_bbox = 308071, rewritten_bbox = 1.397405 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761121), count: 5, class_loss = 0.759207, iou_loss = 0.214077, total_loss = 0.973284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854623), count: 1, class_loss = 0.115993, iou_loss = 0.025542, total_loss = 0.141534 \n","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 = 308077, rewritten_bbox = 1.397378 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762891), count: 4, class_loss = 0.374944, iou_loss = 0.200862, total_loss = 0.575806 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836262), count: 2, class_loss = 0.030096, iou_loss = 0.051030, total_loss = 0.081126 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000312, iou_loss = 0.000000, total_loss = 0.000312 \n"," total_bbox = 308083, rewritten_bbox = 1.397351 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771356), count: 5, class_loss = 0.113291, iou_loss = 0.219724, total_loss = 0.333015 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773192), count: 2, class_loss = 0.106564, iou_loss = 0.051781, total_loss = 0.158345 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.802867), count: 2, class_loss = 0.071222, iou_loss = 0.063269, total_loss = 0.134491 \n"," total_bbox = 308092, rewritten_bbox = 1.397310 % \n","\n"," 2153: 0.496160, 0.577606 avg loss, 0.001000 rate, 6.599424 seconds, 137792 images, 3.488404 hours left\n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865351), count: 6, class_loss = 0.200501, iou_loss = 0.165603, total_loss = 0.366104 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827589), count: 1, class_loss = 0.031773, iou_loss = 0.022828, total_loss = 0.054601 \n","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 = 308099, rewritten_bbox = 1.397278 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826665), count: 6, class_loss = 0.372879, iou_loss = 0.199204, total_loss = 0.572083 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747889), count: 1, class_loss = 0.031034, iou_loss = 0.139715, total_loss = 0.170749 \n","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 = 308106, rewritten_bbox = 1.397246 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818368), count: 5, class_loss = 0.697005, iou_loss = 0.179435, total_loss = 0.876440 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687631), count: 1, class_loss = 0.071497, iou_loss = 0.081815, total_loss = 0.153312 \n","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 = 308112, rewritten_bbox = 1.397219 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857223), count: 2, class_loss = 0.050130, iou_loss = 0.065383, total_loss = 0.115514 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804898), count: 3, class_loss = 0.332395, iou_loss = 0.126771, total_loss = 0.459166 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n"," total_bbox = 308117, rewritten_bbox = 1.397197 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742636), count: 5, class_loss = 0.726306, iou_loss = 0.305625, total_loss = 1.031931 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867394), count: 6, class_loss = 0.579562, iou_loss = 0.117982, total_loss = 0.697544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.435989), count: 1, class_loss = 0.249911, iou_loss = 0.519434, total_loss = 0.769345 \n"," total_bbox = 308129, rewritten_bbox = 1.397142 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775770), count: 2, class_loss = 0.100360, iou_loss = 0.112784, total_loss = 0.213144 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728485), count: 4, class_loss = 0.260977, iou_loss = 0.318466, total_loss = 0.579443 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n"," total_bbox = 308135, rewritten_bbox = 1.397115 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733916), count: 11, class_loss = 1.653455, iou_loss = 0.868699, total_loss = 2.522154 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704152), count: 1, class_loss = 0.035178, iou_loss = 0.073318, total_loss = 0.108496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000103, iou_loss = 0.000000, total_loss = 0.000103 \n"," total_bbox = 308147, rewritten_bbox = 1.397061 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792276), count: 6, class_loss = 0.475596, iou_loss = 0.280181, total_loss = 0.755778 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782371), count: 3, class_loss = 0.165995, iou_loss = 0.183801, total_loss = 0.349797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.695653), count: 6, class_loss = 1.072636, iou_loss = 0.876951, total_loss = 1.949587 \n"," total_bbox = 308162, rewritten_bbox = 1.396992 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806486), count: 6, class_loss = 0.895447, iou_loss = 0.306278, total_loss = 1.201725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006183, iou_loss = 0.000000, total_loss = 0.006183 \n","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 = 308168, rewritten_bbox = 1.396965 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841340), count: 3, class_loss = 0.665826, iou_loss = 0.115905, total_loss = 0.781731 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821770), count: 7, class_loss = 0.582836, iou_loss = 0.258551, total_loss = 0.841387 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.575860), count: 2, class_loss = 0.394795, iou_loss = 0.435359, total_loss = 0.830154 \n"," total_bbox = 308180, rewritten_bbox = 1.397235 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752955), count: 2, class_loss = 0.348864, iou_loss = 0.109771, total_loss = 0.458634 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753613), count: 9, class_loss = 1.020248, iou_loss = 0.764710, total_loss = 1.784958 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.611256), count: 2, class_loss = 0.482477, iou_loss = 0.354407, total_loss = 0.836884 \n"," total_bbox = 308193, rewritten_bbox = 1.397177 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758295), count: 4, class_loss = 0.662202, iou_loss = 0.265996, total_loss = 0.928198 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792662), count: 8, class_loss = 0.643480, iou_loss = 0.621472, total_loss = 1.264952 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736974), count: 7, class_loss = 0.960334, iou_loss = 0.455995, total_loss = 1.416329 \n"," total_bbox = 308212, rewritten_bbox = 1.397090 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763993), count: 3, class_loss = 0.191934, iou_loss = 0.177544, total_loss = 0.369478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738285), count: 2, class_loss = 0.355635, iou_loss = 0.194454, total_loss = 0.550089 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000115, iou_loss = 0.000000, total_loss = 0.000115 \n"," total_bbox = 308217, rewritten_bbox = 1.397068 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766191), count: 5, class_loss = 0.324424, iou_loss = 0.258374, total_loss = 0.582798 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.509624), count: 2, class_loss = 0.515568, iou_loss = 0.603604, total_loss = 1.119173 \n","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 = 308224, rewritten_bbox = 1.397036 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660780), count: 3, class_loss = 0.459228, iou_loss = 0.227438, total_loss = 0.686666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769358), count: 5, class_loss = 0.552865, iou_loss = 0.342083, total_loss = 0.894948 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.062347, iou_loss = 0.000000, total_loss = 0.062347 \n"," total_bbox = 308232, rewritten_bbox = 1.397000 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750624), count: 4, class_loss = 0.335327, iou_loss = 0.155733, total_loss = 0.491060 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637024), count: 2, class_loss = 0.483742, iou_loss = 0.358288, total_loss = 0.842030 \n","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 = 308238, rewritten_bbox = 1.396972 % \n","\n"," 2154: 0.576984, 0.577544 avg loss, 0.001000 rate, 6.585110 seconds, 137856 images, 3.487379 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.653667), count: 5, class_loss = 0.422965, iou_loss = 0.521334, total_loss = 0.944299 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678222), count: 6, class_loss = 1.082987, iou_loss = 0.664444, total_loss = 1.747431 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597861), count: 1, class_loss = 0.248243, iou_loss = 0.075988, total_loss = 0.324231 \n"," total_bbox = 308250, rewritten_bbox = 1.396918 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796697), count: 7, class_loss = 0.813334, iou_loss = 0.406938, total_loss = 1.220272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000243, iou_loss = 0.000000, total_loss = 0.000243 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000072, iou_loss = 0.000000, total_loss = 0.000072 \n"," total_bbox = 308257, rewritten_bbox = 1.396886 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750862), count: 5, class_loss = 0.601937, iou_loss = 0.301390, total_loss = 0.903326 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704283), count: 1, class_loss = 0.268023, iou_loss = 0.055927, total_loss = 0.323950 \n","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 = 308263, rewritten_bbox = 1.396859 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794869), count: 5, class_loss = 0.203681, iou_loss = 0.296590, total_loss = 0.500272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726544), count: 2, class_loss = 0.325166, iou_loss = 0.172111, total_loss = 0.497278 \n","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 = 308270, rewritten_bbox = 1.396827 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780707), count: 3, class_loss = 0.343796, iou_loss = 0.160657, total_loss = 0.504452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805803), count: 12, class_loss = 1.147126, iou_loss = 0.679708, total_loss = 1.826834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000504, iou_loss = 0.000000, total_loss = 0.000504 \n"," total_bbox = 308285, rewritten_bbox = 1.396760 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855772), count: 4, class_loss = 0.377780, iou_loss = 0.082970, total_loss = 0.460750 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822103), count: 2, class_loss = 0.174411, iou_loss = 0.061208, total_loss = 0.235619 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n"," total_bbox = 308291, rewritten_bbox = 1.396732 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789493), count: 6, class_loss = 0.363197, iou_loss = 0.362994, total_loss = 0.726191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710302), count: 3, class_loss = 0.268478, iou_loss = 0.272059, total_loss = 0.540537 \n","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 = 308300, rewritten_bbox = 1.396692 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805587), count: 4, class_loss = 0.303579, iou_loss = 0.188054, total_loss = 0.491633 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758896), count: 3, class_loss = 0.582262, iou_loss = 0.215358, total_loss = 0.797620 \n","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 = 308307, rewritten_bbox = 1.396660 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745037), count: 12, class_loss = 0.582967, iou_loss = 0.699309, total_loss = 1.282276 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777165), count: 4, class_loss = 0.592283, iou_loss = 0.234637, total_loss = 0.826920 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001122, iou_loss = 0.000000, total_loss = 0.001122 \n"," total_bbox = 308323, rewritten_bbox = 1.396587 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742906), count: 4, class_loss = 0.436125, iou_loss = 0.175893, total_loss = 0.612017 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768897), count: 3, class_loss = 0.201825, iou_loss = 0.121678, total_loss = 0.323503 \n","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 = 308330, rewritten_bbox = 1.396556 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741098), count: 7, class_loss = 0.618136, iou_loss = 0.296385, total_loss = 0.914521 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780064), count: 2, class_loss = 0.053077, iou_loss = 0.070100, total_loss = 0.123178 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529186), count: 5, class_loss = 1.181713, iou_loss = 1.018543, total_loss = 2.200256 \n"," total_bbox = 308344, rewritten_bbox = 1.396492 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763472), count: 5, class_loss = 0.560243, iou_loss = 0.185858, total_loss = 0.746100 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845973), count: 4, class_loss = 0.499568, iou_loss = 0.142238, total_loss = 0.641806 \n","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 = 308353, rewritten_bbox = 1.396451 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719834), count: 3, class_loss = 0.468485, iou_loss = 0.163313, total_loss = 0.631798 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815715), count: 6, class_loss = 0.348550, iou_loss = 0.200692, total_loss = 0.549242 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591001), count: 2, class_loss = 0.472799, iou_loss = 0.322130, total_loss = 0.794929 \n"," total_bbox = 308364, rewritten_bbox = 1.396402 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.693088), count: 11, class_loss = 1.191239, iou_loss = 0.881466, total_loss = 2.072705 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006666, iou_loss = 0.000000, total_loss = 0.006666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000093, iou_loss = 0.000000, total_loss = 0.000093 \n"," total_bbox = 308375, rewritten_bbox = 1.397000 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779285), count: 6, class_loss = 0.437971, iou_loss = 0.242434, total_loss = 0.680404 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.653923), count: 5, class_loss = 0.850299, iou_loss = 0.491438, total_loss = 1.341737 \n","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 = 308386, rewritten_bbox = 1.396951 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720694), count: 4, class_loss = 0.558354, iou_loss = 0.293948, total_loss = 0.852302 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776858), count: 3, class_loss = 0.811203, iou_loss = 0.428204, total_loss = 1.239407 \n","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 = 308393, rewritten_bbox = 1.396919 % \n","\n"," 2155: 0.580974, 0.577887 avg loss, 0.001000 rate, 6.582920 seconds, 137920 images, 3.486273 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: 0.839937), count: 3, class_loss = 0.115634, iou_loss = 0.083583, total_loss = 0.199217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738689), count: 4, class_loss = 0.227212, iou_loss = 0.210713, total_loss = 0.437925 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000174, iou_loss = 0.000000, total_loss = 0.000174 \n"," total_bbox = 308400, rewritten_bbox = 1.396887 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835696), count: 5, class_loss = 0.415994, iou_loss = 0.117499, total_loss = 0.533494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802519), count: 4, class_loss = 0.354987, iou_loss = 0.146063, total_loss = 0.501050 \n","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 = 308409, rewritten_bbox = 1.396846 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718937), count: 15, class_loss = 1.726075, iou_loss = 1.423467, total_loss = 3.149542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772756), count: 6, class_loss = 1.256199, iou_loss = 0.370774, total_loss = 1.626972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654669), count: 1, class_loss = 0.251139, iou_loss = 0.110804, total_loss = 0.361943 \n"," total_bbox = 308431, rewritten_bbox = 1.397395 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813547), count: 9, class_loss = 0.874237, iou_loss = 0.443399, total_loss = 1.317636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.646266), count: 2, class_loss = 0.492819, iou_loss = 0.418740, total_loss = 0.911559 \n","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 = 308442, rewritten_bbox = 1.397345 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788841), count: 7, class_loss = 0.355029, iou_loss = 0.308494, total_loss = 0.663523 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797723), count: 3, class_loss = 0.142356, iou_loss = 0.077972, total_loss = 0.220328 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.525711), count: 1, class_loss = 0.232012, iou_loss = 0.173337, total_loss = 0.405349 \n"," total_bbox = 308453, rewritten_bbox = 1.397296 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873980), count: 2, class_loss = 0.442849, iou_loss = 0.083202, total_loss = 0.526051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696533), count: 3, class_loss = 0.380874, iou_loss = 0.299935, total_loss = 0.680809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.639676), count: 6, class_loss = 0.982863, iou_loss = 0.742792, total_loss = 1.725655 \n"," total_bbox = 308464, rewritten_bbox = 1.397246 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742877), count: 8, class_loss = 1.103155, iou_loss = 0.379909, total_loss = 1.483064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805439), count: 4, class_loss = 0.651579, iou_loss = 0.302818, total_loss = 0.954397 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.458127), count: 1, class_loss = 0.250193, iou_loss = 0.113517, total_loss = 0.363710 \n"," total_bbox = 308477, rewritten_bbox = 1.397187 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856199), count: 4, class_loss = 0.250151, iou_loss = 0.104824, total_loss = 0.354976 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821204), count: 1, class_loss = 0.266853, iou_loss = 0.012317, total_loss = 0.279170 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n"," total_bbox = 308482, rewritten_bbox = 1.397164 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831441), count: 5, class_loss = 0.287162, iou_loss = 0.299257, total_loss = 0.586419 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793177), count: 1, class_loss = 0.222925, iou_loss = 0.047096, total_loss = 0.270021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.750681), count: 1, class_loss = 0.117918, iou_loss = 0.088296, total_loss = 0.206214 \n"," total_bbox = 308489, rewritten_bbox = 1.397133 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821262), count: 6, class_loss = 0.817465, iou_loss = 0.266786, total_loss = 1.084251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752699), count: 2, class_loss = 0.375723, iou_loss = 0.129198, total_loss = 0.504921 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000510, iou_loss = 0.000000, total_loss = 0.000510 \n"," total_bbox = 308497, rewritten_bbox = 1.397096 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688315), count: 8, class_loss = 0.928043, iou_loss = 0.743873, total_loss = 1.671916 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764547), count: 17, class_loss = 1.223047, iou_loss = 0.879275, total_loss = 2.102321 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.785573), count: 1, class_loss = 0.074261, iou_loss = 0.037128, total_loss = 0.111390 \n"," total_bbox = 308523, rewritten_bbox = 1.396978 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.867957), count: 1, class_loss = 0.011254, iou_loss = 0.022862, total_loss = 0.034116 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595382), count: 2, class_loss = 0.421106, iou_loss = 0.228928, total_loss = 0.650034 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000077, iou_loss = 0.000000, total_loss = 0.000077 \n"," total_bbox = 308526, rewritten_bbox = 1.396965 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787560), count: 6, class_loss = 0.474096, iou_loss = 0.371652, total_loss = 0.845748 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864111), count: 1, class_loss = 0.233649, iou_loss = 0.055123, total_loss = 0.288772 \n","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 = 308533, rewritten_bbox = 1.396933 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779881), count: 4, class_loss = 0.573150, iou_loss = 0.137594, total_loss = 0.710744 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639597), count: 2, class_loss = 0.228237, iou_loss = 0.235278, total_loss = 0.463515 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 308539, rewritten_bbox = 1.396906 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849404), count: 5, class_loss = 0.581123, iou_loss = 0.168094, total_loss = 0.749217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000493, iou_loss = 0.000000, total_loss = 0.000493 \n","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 = 308544, rewritten_bbox = 1.396883 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690202), count: 6, class_loss = 0.813505, iou_loss = 0.502242, total_loss = 1.315747 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620756), count: 1, class_loss = 0.288151, iou_loss = 0.042464, total_loss = 0.330615 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000032, iou_loss = 0.000000, total_loss = 0.000032 \n"," total_bbox = 308551, rewritten_bbox = 1.396852 % \n","\n"," 2156: 0.596329, 0.579731 avg loss, 0.001000 rate, 6.610040 seconds, 137984 images, 3.485148 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: 0.763909), count: 10, class_loss = 0.669211, iou_loss = 0.493950, total_loss = 1.163161 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831979), count: 2, class_loss = 0.293110, iou_loss = 0.068063, total_loss = 0.361173 \n","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 = 308563, rewritten_bbox = 1.397122 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762232), count: 5, class_loss = 0.410535, iou_loss = 0.281093, total_loss = 0.691627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716322), count: 1, class_loss = 0.046188, iou_loss = 0.075437, total_loss = 0.121625 \n","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 = 308569, rewritten_bbox = 1.397094 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736665), count: 8, class_loss = 0.899004, iou_loss = 0.697233, total_loss = 1.596237 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719972), count: 3, class_loss = 0.447604, iou_loss = 0.246353, total_loss = 0.693957 \n","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 = 308580, rewritten_bbox = 1.397045 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.904766), count: 2, class_loss = 0.016682, iou_loss = 0.051265, total_loss = 0.067947 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689944), count: 3, class_loss = 0.268261, iou_loss = 0.315861, total_loss = 0.584122 \n","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 = 308585, rewritten_bbox = 1.397022 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777266), count: 6, class_loss = 1.146422, iou_loss = 0.364060, total_loss = 1.510482 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.024253, iou_loss = 0.000000, total_loss = 0.024253 \n","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 = 308591, rewritten_bbox = 1.396995 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757565), count: 12, class_loss = 0.882797, iou_loss = 0.703037, total_loss = 1.585834 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876878), count: 1, class_loss = 0.172995, iou_loss = 0.018250, total_loss = 0.191245 \n","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 = 308604, rewritten_bbox = 1.396936 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685814), count: 4, class_loss = 0.580424, iou_loss = 0.251278, total_loss = 0.831702 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836374), count: 1, class_loss = 0.144900, iou_loss = 0.016969, total_loss = 0.161869 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.567741), count: 1, class_loss = 0.173473, iou_loss = 0.122524, total_loss = 0.295997 \n"," total_bbox = 308610, rewritten_bbox = 1.396909 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808170), count: 4, class_loss = 0.333746, iou_loss = 0.088749, total_loss = 0.422495 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738995), count: 6, class_loss = 0.755539, iou_loss = 0.338132, total_loss = 1.093671 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002797, iou_loss = 0.000000, total_loss = 0.002797 \n"," total_bbox = 308620, rewritten_bbox = 1.396863 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772175), count: 7, class_loss = 0.780168, iou_loss = 0.404502, total_loss = 1.184670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.564919), count: 1, class_loss = 0.297474, iou_loss = 0.136471, total_loss = 0.433945 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.816661), count: 1, class_loss = 0.073673, iou_loss = 0.021020, total_loss = 0.094692 \n"," total_bbox = 308629, rewritten_bbox = 1.396823 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684243), count: 18, class_loss = 1.780435, iou_loss = 2.069989, total_loss = 3.850424 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711028), count: 5, class_loss = 0.657794, iou_loss = 0.450517, total_loss = 1.108312 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000576, iou_loss = 0.000000, total_loss = 0.000576 \n"," total_bbox = 308651, rewritten_bbox = 1.398019 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863234), count: 3, class_loss = 0.014673, iou_loss = 0.055437, total_loss = 0.070109 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709260), count: 5, class_loss = 0.583226, iou_loss = 0.302408, total_loss = 0.885634 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.636620), count: 3, class_loss = 0.274788, iou_loss = 0.342661, total_loss = 0.617448 \n"," total_bbox = 308662, rewritten_bbox = 1.397969 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686577), count: 4, class_loss = 0.818757, iou_loss = 0.431913, total_loss = 1.250670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770585), count: 1, class_loss = 0.244121, iou_loss = 0.159983, total_loss = 0.404104 \n","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 = 308667, rewritten_bbox = 1.397947 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706247), count: 11, class_loss = 1.447459, iou_loss = 0.873240, total_loss = 2.320699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698224), count: 5, class_loss = 0.586649, iou_loss = 0.399128, total_loss = 0.985778 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.730671), count: 1, class_loss = 0.187949, iou_loss = 0.094203, total_loss = 0.282151 \n"," total_bbox = 308684, rewritten_bbox = 1.397870 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752070), count: 7, class_loss = 0.540152, iou_loss = 0.479812, total_loss = 1.019964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.933482), count: 1, class_loss = 0.002424, iou_loss = 0.006409, total_loss = 0.008833 \n","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 = 308692, rewritten_bbox = 1.397833 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695827), count: 5, class_loss = 0.230599, iou_loss = 0.431915, total_loss = 0.662513 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662879), count: 5, class_loss = 0.469571, iou_loss = 0.479463, total_loss = 0.949034 \n","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 = 308702, rewritten_bbox = 1.397788 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798805), count: 7, class_loss = 0.619719, iou_loss = 0.425781, total_loss = 1.045500 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786878), count: 4, class_loss = 0.491516, iou_loss = 0.185035, total_loss = 0.676552 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.629287), count: 1, class_loss = 0.250217, iou_loss = 0.126197, total_loss = 0.376415 \n"," total_bbox = 308714, rewritten_bbox = 1.397734 % \n","\n"," 2157: 0.617256, 0.583484 avg loss, 0.001000 rate, 6.593130 seconds, 138048 images, 3.484155 hours left\n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768653), count: 7, class_loss = 0.638195, iou_loss = 0.385359, total_loss = 1.023554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752938), count: 3, class_loss = 0.255114, iou_loss = 0.192409, total_loss = 0.447524 \n","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 = 308724, rewritten_bbox = 1.397689 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815348), count: 3, class_loss = 0.276384, iou_loss = 0.122069, total_loss = 0.398452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003436, iou_loss = 0.000000, total_loss = 0.003436 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.449982), count: 1, class_loss = 0.653379, iou_loss = 0.373562, total_loss = 1.026941 \n"," total_bbox = 308728, rewritten_bbox = 1.397670 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780366), count: 9, class_loss = 0.996339, iou_loss = 0.358347, total_loss = 1.354686 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.613526), count: 1, class_loss = 0.375082, iou_loss = 0.102121, total_loss = 0.477203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000096, iou_loss = 0.000000, total_loss = 0.000096 \n"," total_bbox = 308738, rewritten_bbox = 1.397625 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793152), count: 5, class_loss = 0.979863, iou_loss = 0.323521, total_loss = 1.303384 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817029), count: 6, class_loss = 0.215484, iou_loss = 0.217977, total_loss = 0.433461 \n","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 = 308749, rewritten_bbox = 1.397575 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803433), count: 4, class_loss = 0.777434, iou_loss = 0.100547, total_loss = 0.877982 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707170), count: 3, class_loss = 0.202033, iou_loss = 0.191803, total_loss = 0.393837 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001931, iou_loss = 0.000000, total_loss = 0.001931 \n"," total_bbox = 308756, rewritten_bbox = 1.397544 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743881), count: 7, class_loss = 0.626416, iou_loss = 0.541156, total_loss = 1.167572 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n","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 = 308763, rewritten_bbox = 1.397512 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723683), count: 7, class_loss = 0.586647, iou_loss = 0.406936, total_loss = 0.993584 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722373), count: 1, class_loss = 0.247844, iou_loss = 0.052778, total_loss = 0.300622 \n","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 = 308771, rewritten_bbox = 1.397476 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740148), count: 5, class_loss = 1.076719, iou_loss = 0.246691, total_loss = 1.323410 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848018), count: 2, class_loss = 0.184065, iou_loss = 0.060130, total_loss = 0.244196 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000152, iou_loss = 0.000000, total_loss = 0.000152 \n"," total_bbox = 308778, rewritten_bbox = 1.397444 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802994), count: 4, class_loss = 0.398690, iou_loss = 0.209300, total_loss = 0.607991 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821446), count: 2, class_loss = 0.313093, iou_loss = 0.062076, total_loss = 0.375169 \n","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 = 308784, rewritten_bbox = 1.397417 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750868), count: 12, class_loss = 0.804178, iou_loss = 0.764896, total_loss = 1.569074 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660012), count: 2, class_loss = 0.151990, iou_loss = 0.272354, total_loss = 0.424344 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539065), count: 1, class_loss = 0.248384, iou_loss = 0.176065, total_loss = 0.424449 \n"," total_bbox = 308799, rewritten_bbox = 1.397673 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738648), count: 8, class_loss = 1.346624, iou_loss = 0.849399, total_loss = 2.196023 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.640548), count: 2, class_loss = 0.347703, iou_loss = 0.235971, total_loss = 0.583675 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000782, iou_loss = 0.000000, total_loss = 0.000782 \n"," total_bbox = 308809, rewritten_bbox = 1.397628 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727106), count: 7, class_loss = 1.175396, iou_loss = 0.543204, total_loss = 1.718600 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003647, iou_loss = 0.000000, total_loss = 0.003647 \n","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 = 308816, rewritten_bbox = 1.397596 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713008), count: 6, class_loss = 1.086509, iou_loss = 0.338104, total_loss = 1.424612 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759600), count: 3, class_loss = 0.417500, iou_loss = 0.174479, total_loss = 0.591980 \n","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 = 308825, rewritten_bbox = 1.397555 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761886), count: 5, class_loss = 0.732034, iou_loss = 0.189799, total_loss = 0.921832 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786608), count: 5, class_loss = 0.376662, iou_loss = 0.234342, total_loss = 0.611003 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 308835, rewritten_bbox = 1.397510 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734814), count: 5, class_loss = 0.561736, iou_loss = 0.301647, total_loss = 0.863383 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850900), count: 1, class_loss = 0.129490, iou_loss = 0.009387, total_loss = 0.138877 \n","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 = 308841, rewritten_bbox = 1.397483 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782544), count: 9, class_loss = 0.848354, iou_loss = 0.644446, total_loss = 1.492799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810180), count: 4, class_loss = 0.104402, iou_loss = 0.155724, total_loss = 0.260126 \n","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 = 308854, rewritten_bbox = 1.397424 % \n","\n"," 2158: 0.541262, 0.579261 avg loss, 0.001000 rate, 6.555524 seconds, 138112 images, 3.483067 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812828), count: 6, class_loss = 0.362329, iou_loss = 0.207822, total_loss = 0.570152 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689384), count: 1, class_loss = 0.257559, iou_loss = 0.049986, total_loss = 0.307545 \n","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 = 308861, rewritten_bbox = 1.397392 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789979), count: 6, class_loss = 0.528885, iou_loss = 0.237625, total_loss = 0.766510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003758, iou_loss = 0.000000, total_loss = 0.003758 \n","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 = 308867, rewritten_bbox = 1.397365 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704475), count: 2, class_loss = 0.070684, iou_loss = 0.168210, total_loss = 0.238894 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692512), count: 2, class_loss = 0.154694, iou_loss = 0.155088, total_loss = 0.309783 \n","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 = 308871, rewritten_bbox = 1.397347 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778012), count: 9, class_loss = 0.941499, iou_loss = 0.413250, total_loss = 1.354750 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790191), count: 3, class_loss = 0.280485, iou_loss = 0.186979, total_loss = 0.467465 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000218, iou_loss = 0.000000, total_loss = 0.000218 \n"," total_bbox = 308883, rewritten_bbox = 1.397617 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796325), count: 6, class_loss = 0.555497, iou_loss = 0.245601, total_loss = 0.801098 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810353), count: 4, class_loss = 0.310298, iou_loss = 0.223815, total_loss = 0.534112 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000987, iou_loss = 0.000000, total_loss = 0.000987 \n"," total_bbox = 308893, rewritten_bbox = 1.397571 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810113), count: 5, class_loss = 0.373868, iou_loss = 0.200168, total_loss = 0.574036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.030948, iou_loss = 0.000000, total_loss = 0.030948 \n","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 = 308898, rewritten_bbox = 1.397549 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798594), count: 5, class_loss = 0.427673, iou_loss = 0.149532, total_loss = 0.577205 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763962), count: 1, class_loss = 0.110977, iou_loss = 0.144320, total_loss = 0.255297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000082, iou_loss = 0.000000, total_loss = 0.000082 \n"," total_bbox = 308904, rewritten_bbox = 1.397522 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761289), count: 5, class_loss = 0.695910, iou_loss = 0.344779, total_loss = 1.040689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845644), count: 1, class_loss = 0.278359, iou_loss = 0.047869, total_loss = 0.326228 \n","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 = 308910, rewritten_bbox = 1.397494 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848328), count: 5, class_loss = 0.204456, iou_loss = 0.096004, total_loss = 0.300460 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765693), count: 2, class_loss = 0.083986, iou_loss = 0.081036, total_loss = 0.165022 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000941, iou_loss = 0.000000, total_loss = 0.000941 \n"," total_bbox = 308917, rewritten_bbox = 1.397463 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736273), count: 3, class_loss = 0.465406, iou_loss = 0.214576, total_loss = 0.679982 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747498), count: 1, class_loss = 0.232688, iou_loss = 0.075172, total_loss = 0.307860 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624835), count: 1, class_loss = 0.077820, iou_loss = 0.086107, total_loss = 0.163927 \n"," total_bbox = 308922, rewritten_bbox = 1.397764 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749290), count: 7, class_loss = 0.699693, iou_loss = 0.447851, total_loss = 1.147545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663150), count: 1, class_loss = 0.032166, iou_loss = 0.076155, total_loss = 0.108321 \n","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 = 308930, rewritten_bbox = 1.398051 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759152), count: 6, class_loss = 0.270978, iou_loss = 0.294226, total_loss = 0.565204 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712900), count: 3, class_loss = 0.322388, iou_loss = 0.205351, total_loss = 0.527739 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.783600), count: 1, class_loss = 0.075609, iou_loss = 0.035398, total_loss = 0.111007 \n"," total_bbox = 308940, rewritten_bbox = 1.398006 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801288), count: 4, class_loss = 0.246759, iou_loss = 0.176877, total_loss = 0.423636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788327), count: 2, class_loss = 0.091747, iou_loss = 0.067761, total_loss = 0.159508 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.622460), count: 1, class_loss = 0.248274, iou_loss = 0.101180, total_loss = 0.349454 \n"," total_bbox = 308947, rewritten_bbox = 1.397974 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776639), count: 11, class_loss = 1.198695, iou_loss = 1.095728, total_loss = 2.294424 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729178), count: 1, class_loss = 0.221635, iou_loss = 0.102253, total_loss = 0.323888 \n","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 = 308959, rewritten_bbox = 1.399215 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810683), count: 6, class_loss = 0.261058, iou_loss = 0.381466, total_loss = 0.642524 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767103), count: 24, class_loss = 2.660123, iou_loss = 1.473253, total_loss = 4.133376 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.829727), count: 1, class_loss = 0.250660, iou_loss = 0.044370, total_loss = 0.295030 \n"," total_bbox = 308990, rewritten_bbox = 1.399398 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718791), count: 6, class_loss = 0.798240, iou_loss = 1.069724, total_loss = 1.867964 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007791, iou_loss = 0.000000, total_loss = 0.007791 \n","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 = 308996, rewritten_bbox = 1.399371 % \n","\n"," 2159: 0.473656, 0.568701 avg loss, 0.001000 rate, 6.563706 seconds, 138176 images, 3.481779 hours left\n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741875), count: 5, class_loss = 0.314759, iou_loss = 0.362945, total_loss = 0.677704 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762237), count: 15, class_loss = 1.242162, iou_loss = 0.727741, total_loss = 1.969903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.313084), count: 1, class_loss = 0.251281, iou_loss = 0.506670, total_loss = 0.757950 \n"," total_bbox = 309017, rewritten_bbox = 1.399599 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828379), count: 5, class_loss = 0.666928, iou_loss = 0.195070, total_loss = 0.861998 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752438), count: 12, class_loss = 1.325270, iou_loss = 0.861761, total_loss = 2.187031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.697982), count: 8, class_loss = 1.560107, iou_loss = 0.808297, total_loss = 2.368405 \n"," total_bbox = 309042, rewritten_bbox = 1.399486 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770543), count: 4, class_loss = 0.287340, iou_loss = 0.167157, total_loss = 0.454497 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747169), count: 1, class_loss = 0.231363, iou_loss = 0.056046, total_loss = 0.287409 \n","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 = 309047, rewritten_bbox = 1.399464 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770896), count: 5, class_loss = 0.694186, iou_loss = 0.239273, total_loss = 0.933459 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.540164), count: 2, class_loss = 0.476167, iou_loss = 0.517081, total_loss = 0.993248 \n","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 = 309054, rewritten_bbox = 1.399432 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748778), count: 8, class_loss = 1.235187, iou_loss = 0.599100, total_loss = 1.834287 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751499), count: 4, class_loss = 0.529951, iou_loss = 0.200315, total_loss = 0.730267 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001027, iou_loss = 0.000000, total_loss = 0.001027 \n"," total_bbox = 309066, rewritten_bbox = 1.399377 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800431), count: 10, class_loss = 0.714015, iou_loss = 0.446461, total_loss = 1.160476 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.697632), count: 2, class_loss = 0.262466, iou_loss = 0.238790, total_loss = 0.501256 \n","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 = 309078, rewritten_bbox = 1.399323 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802981), count: 5, class_loss = 0.971963, iou_loss = 0.255726, total_loss = 1.227689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.100851, iou_loss = 0.000000, total_loss = 0.100851 \n","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 = 309083, rewritten_bbox = 1.399300 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816021), count: 7, class_loss = 0.535964, iou_loss = 0.330163, total_loss = 0.866127 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712359), count: 2, class_loss = 0.119025, iou_loss = 0.257656, total_loss = 0.376680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000273, iou_loss = 0.000000, total_loss = 0.000273 \n"," total_bbox = 309092, rewritten_bbox = 1.399260 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780877), count: 12, class_loss = 1.303627, iou_loss = 0.575873, total_loss = 1.879500 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.258980, iou_loss = 0.000000, total_loss = 0.258980 \n","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 = 309104, rewritten_bbox = 1.399205 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789653), count: 8, class_loss = 1.513344, iou_loss = 0.561290, total_loss = 2.074634 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779734), count: 4, class_loss = 0.651605, iou_loss = 0.173224, total_loss = 0.824829 \n","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 = 309116, rewritten_bbox = 1.399151 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815253), count: 5, class_loss = 0.483142, iou_loss = 0.254028, total_loss = 0.737170 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801226), count: 1, class_loss = 0.007965, iou_loss = 0.030959, total_loss = 0.038925 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002756, iou_loss = 0.000000, total_loss = 0.002756 \n"," total_bbox = 309122, rewritten_bbox = 1.399124 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817552), count: 4, class_loss = 0.381658, iou_loss = 0.097456, total_loss = 0.479114 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716192), count: 3, class_loss = 0.590276, iou_loss = 0.316150, total_loss = 0.906427 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000159, iou_loss = 0.000000, total_loss = 0.000159 \n"," total_bbox = 309129, rewritten_bbox = 1.399092 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768991), count: 5, class_loss = 0.692515, iou_loss = 0.212471, total_loss = 0.904986 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736450), count: 9, class_loss = 1.370896, iou_loss = 0.643820, total_loss = 2.014716 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004903, iou_loss = 0.000000, total_loss = 0.004903 \n"," total_bbox = 309143, rewritten_bbox = 1.399029 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841692), count: 3, class_loss = 0.099796, iou_loss = 0.114398, total_loss = 0.214194 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873668), count: 1, class_loss = 0.064721, iou_loss = 0.010356, total_loss = 0.075076 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.667641), count: 4, class_loss = 0.784530, iou_loss = 0.536996, total_loss = 1.321525 \n"," total_bbox = 309151, rewritten_bbox = 1.398993 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760427), count: 5, class_loss = 0.441378, iou_loss = 0.241099, total_loss = 0.682477 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771210), count: 2, class_loss = 0.260975, iou_loss = 0.080288, total_loss = 0.341263 \n","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 = 309158, rewritten_bbox = 1.398961 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779528), count: 7, class_loss = 1.057090, iou_loss = 0.676029, total_loss = 1.733119 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799472), count: 3, class_loss = 0.293061, iou_loss = 0.108772, total_loss = 0.401834 \n","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 = 309168, rewritten_bbox = 1.398916 % \n","\n"," 2160: 0.691416, 0.580972 avg loss, 0.001000 rate, 6.628275 seconds, 138240 images, 3.480528 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 544 x 544 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000042 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750383), count: 5, class_loss = 0.360312, iou_loss = 0.326123, total_loss = 0.686435 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658310), count: 2, class_loss = 0.286872, iou_loss = 0.243937, total_loss = 0.530809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000160, iou_loss = 0.000000, total_loss = 0.000160 \n"," total_bbox = 309175, rewritten_bbox = 1.398884 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768576), count: 14, class_loss = 1.868121, iou_loss = 0.903670, total_loss = 2.771791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761702), count: 3, class_loss = 0.261914, iou_loss = 0.121721, total_loss = 0.383635 \n","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 = 309192, rewritten_bbox = 1.398807 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758959), count: 6, class_loss = 0.650017, iou_loss = 0.371257, total_loss = 1.021274 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.259845, iou_loss = 0.000000, total_loss = 0.259845 \n","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 = 309198, rewritten_bbox = 1.398780 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705627), count: 9, class_loss = 1.658416, iou_loss = 0.779301, total_loss = 2.437717 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775069), count: 3, class_loss = 0.610651, iou_loss = 0.323183, total_loss = 0.933835 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000081, iou_loss = 0.000000, total_loss = 0.000081 \n"," total_bbox = 309210, rewritten_bbox = 1.398726 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817690), count: 9, class_loss = 0.627046, iou_loss = 0.565676, total_loss = 1.192722 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728439), count: 1, class_loss = 0.101380, iou_loss = 0.035233, total_loss = 0.136613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000424, iou_loss = 0.000000, total_loss = 0.000424 \n"," total_bbox = 309220, rewritten_bbox = 1.399327 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785038), count: 4, class_loss = 0.705842, iou_loss = 0.134489, total_loss = 0.840332 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.681167), count: 1, class_loss = 0.215815, iou_loss = 0.081833, total_loss = 0.297648 \n","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 = 309225, rewritten_bbox = 1.399305 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743081), count: 7, class_loss = 0.553789, iou_loss = 0.368893, total_loss = 0.922682 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015291, iou_loss = 0.000000, total_loss = 0.015291 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006288, iou_loss = 0.000000, total_loss = 0.006288 \n"," total_bbox = 309232, rewritten_bbox = 1.399273 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695527), count: 3, class_loss = 0.999446, iou_loss = 0.213866, total_loss = 1.213312 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818352), count: 2, class_loss = 0.068557, iou_loss = 0.052062, total_loss = 0.120619 \n","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 = 309237, rewritten_bbox = 1.399250 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771511), count: 6, class_loss = 0.817185, iou_loss = 0.413103, total_loss = 1.230288 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772070), count: 1, class_loss = 0.071088, iou_loss = 0.024140, total_loss = 0.095228 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554182), count: 1, class_loss = 0.249761, iou_loss = 0.211849, total_loss = 0.461609 \n"," total_bbox = 309245, rewritten_bbox = 1.399214 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722985), count: 12, class_loss = 2.081213, iou_loss = 1.224818, total_loss = 3.306031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.690628), count: 4, class_loss = 0.614010, iou_loss = 0.477197, total_loss = 1.091207 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481626), count: 2, class_loss = 0.498843, iou_loss = 0.611875, total_loss = 1.110718 \n"," total_bbox = 309263, rewritten_bbox = 1.399779 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811143), count: 7, class_loss = 0.376266, iou_loss = 0.408000, total_loss = 0.784267 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.724193), count: 4, class_loss = 0.841900, iou_loss = 0.362919, total_loss = 1.204820 \n","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 = 309274, rewritten_bbox = 1.399730 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787778), count: 4, class_loss = 0.347633, iou_loss = 0.213977, total_loss = 0.561611 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796573), count: 7, class_loss = 0.434905, iou_loss = 0.194742, total_loss = 0.629647 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.537143), count: 6, class_loss = 0.957982, iou_loss = 0.974786, total_loss = 1.932768 \n"," total_bbox = 309291, rewritten_bbox = 1.399653 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805234), count: 3, class_loss = 0.391811, iou_loss = 0.084801, total_loss = 0.476612 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789722), count: 2, class_loss = 0.246772, iou_loss = 0.083753, total_loss = 0.330525 \n","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 = 309296, rewritten_bbox = 1.399630 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791879), count: 4, class_loss = 0.639561, iou_loss = 0.190684, total_loss = 0.830245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713086), count: 2, class_loss = 0.262055, iou_loss = 0.145126, total_loss = 0.407180 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001779, iou_loss = 0.000000, total_loss = 0.001779 \n"," total_bbox = 309302, rewritten_bbox = 1.399603 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709299), count: 7, class_loss = 0.719819, iou_loss = 0.576645, total_loss = 1.296464 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000453, iou_loss = 0.000000, total_loss = 0.000453 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000070, iou_loss = 0.000000, total_loss = 0.000070 \n"," total_bbox = 309309, rewritten_bbox = 1.399571 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729345), count: 4, class_loss = 0.507116, iou_loss = 0.451964, total_loss = 0.959079 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734974), count: 2, class_loss = 0.650743, iou_loss = 0.094733, total_loss = 0.745476 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000977, iou_loss = 0.000000, total_loss = 0.000977 \n"," total_bbox = 309315, rewritten_bbox = 1.399544 % \n","\n"," 2161: 0.650597, 0.587935 avg loss, 0.001000 rate, 8.331096 seconds, 138304 images, 3.479601 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: 0.799853), count: 5, class_loss = 0.827573, iou_loss = 0.237313, total_loss = 1.064886 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831548), count: 2, class_loss = 0.470019, iou_loss = 0.088859, total_loss = 0.558877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670903), count: 4, class_loss = 0.771823, iou_loss = 0.333649, total_loss = 1.105472 \n"," total_bbox = 309326, rewritten_bbox = 1.399818 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780362), count: 5, class_loss = 0.578668, iou_loss = 0.381221, total_loss = 0.959889 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.034095, iou_loss = 0.000000, total_loss = 0.034095 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.593471), count: 1, class_loss = 0.247982, iou_loss = 0.127413, total_loss = 0.375396 \n"," total_bbox = 309332, rewritten_bbox = 1.399791 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774801), count: 4, class_loss = 0.294791, iou_loss = 0.243842, total_loss = 0.538634 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775928), count: 2, class_loss = 0.497495, iou_loss = 0.077486, total_loss = 0.574982 \n","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 = 309338, rewritten_bbox = 1.399763 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823393), count: 6, class_loss = 0.370304, iou_loss = 0.260828, total_loss = 0.631132 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638479), count: 1, class_loss = 0.159731, iou_loss = 0.104355, total_loss = 0.264087 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.025711, iou_loss = 0.000000, total_loss = 0.025711 \n"," total_bbox = 309345, rewritten_bbox = 1.399732 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808885), count: 3, class_loss = 0.480588, iou_loss = 0.141655, total_loss = 0.622243 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.645473), count: 22, class_loss = 2.251334, iou_loss = 1.883072, total_loss = 4.134406 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482605), count: 13, class_loss = 2.352022, iou_loss = 3.040683, total_loss = 5.392705 \n"," total_bbox = 309383, rewritten_bbox = 1.400206 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834965), count: 9, class_loss = 0.912224, iou_loss = 0.558110, total_loss = 1.470335 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001086, iou_loss = 0.000000, total_loss = 0.001086 \n","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 = 309392, rewritten_bbox = 1.400489 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806463), count: 4, class_loss = 0.113723, iou_loss = 0.117044, total_loss = 0.230767 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761486), count: 4, class_loss = 0.421921, iou_loss = 0.273816, total_loss = 0.695737 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.860420), count: 1, class_loss = 0.128567, iou_loss = 0.007657, total_loss = 0.136224 \n"," total_bbox = 309401, rewritten_bbox = 1.400448 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842927), count: 5, class_loss = 0.189144, iou_loss = 0.127862, total_loss = 0.317006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.538485), count: 1, class_loss = 0.102418, iou_loss = 0.160785, total_loss = 0.263203 \n","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 = 309406, rewritten_bbox = 1.400425 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789297), count: 6, class_loss = 0.522889, iou_loss = 0.476880, total_loss = 0.999769 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693261), count: 1, class_loss = 0.189934, iou_loss = 0.069903, total_loss = 0.259838 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000389, iou_loss = 0.000000, total_loss = 0.000389 \n"," total_bbox = 309413, rewritten_bbox = 1.400394 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737516), count: 5, class_loss = 0.753748, iou_loss = 0.370797, total_loss = 1.124545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670572), count: 1, class_loss = 0.157534, iou_loss = 0.112716, total_loss = 0.270250 \n","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 = 309419, rewritten_bbox = 1.400367 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858321), count: 4, class_loss = 0.578416, iou_loss = 0.071458, total_loss = 0.649874 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746134), count: 3, class_loss = 0.661295, iou_loss = 0.327209, total_loss = 0.988504 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007317, iou_loss = 0.000000, total_loss = 0.007317 \n"," total_bbox = 309426, rewritten_bbox = 1.400335 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759269), count: 7, class_loss = 0.656301, iou_loss = 0.292009, total_loss = 0.948310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.233662, iou_loss = 0.000000, total_loss = 0.233662 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n"," total_bbox = 309433, rewritten_bbox = 1.400303 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755342), count: 7, class_loss = 0.879713, iou_loss = 0.249709, total_loss = 1.129423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844825), count: 2, class_loss = 0.073177, iou_loss = 0.049400, total_loss = 0.122577 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000207, iou_loss = 0.000000, total_loss = 0.000207 \n"," total_bbox = 309442, rewritten_bbox = 1.400262 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761232), count: 8, class_loss = 0.851702, iou_loss = 0.521807, total_loss = 1.373508 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770045), count: 5, class_loss = 0.338921, iou_loss = 0.325997, total_loss = 0.664918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.809886), count: 1, class_loss = 0.251239, iou_loss = 0.089296, total_loss = 0.340535 \n"," total_bbox = 309456, rewritten_bbox = 1.400199 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851943), count: 4, class_loss = 0.237909, iou_loss = 0.171482, total_loss = 0.409390 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799568), count: 2, class_loss = 0.035610, iou_loss = 0.153177, total_loss = 0.188788 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000261, iou_loss = 0.000000, total_loss = 0.000261 \n"," total_bbox = 309462, rewritten_bbox = 1.400172 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725238), count: 4, class_loss = 0.336439, iou_loss = 0.191766, total_loss = 0.528205 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734754), count: 4, class_loss = 0.556072, iou_loss = 0.328398, total_loss = 0.884469 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.777405), count: 1, class_loss = 0.084934, iou_loss = 0.073258, total_loss = 0.158192 \n"," total_bbox = 309471, rewritten_bbox = 1.400131 % \n","\n"," 2162: 0.639164, 0.593058 avg loss, 0.001000 rate, 8.570060 seconds, 138368 images, 3.487364 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: 0.648065), count: 5, class_loss = 0.620170, iou_loss = 0.914721, total_loss = 1.534891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678566), count: 4, class_loss = 0.580305, iou_loss = 0.440630, total_loss = 1.020935 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.655177), count: 2, class_loss = 0.505238, iou_loss = 0.204134, total_loss = 0.709371 \n"," total_bbox = 309482, rewritten_bbox = 1.400081 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705125), count: 4, class_loss = 0.670744, iou_loss = 0.236625, total_loss = 0.907369 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786065), count: 3, class_loss = 0.464833, iou_loss = 0.093905, total_loss = 0.558738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.826181), count: 1, class_loss = 0.099473, iou_loss = 0.025594, total_loss = 0.125068 \n"," total_bbox = 309490, rewritten_bbox = 1.400045 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756304), count: 11, class_loss = 2.533258, iou_loss = 0.823448, total_loss = 3.356706 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687143), count: 3, class_loss = 0.495699, iou_loss = 0.210562, total_loss = 0.706261 \n","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 = 309504, rewritten_bbox = 1.399982 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.869090), count: 6, class_loss = 0.514159, iou_loss = 0.133044, total_loss = 0.647203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.654155), count: 1, class_loss = 0.160484, iou_loss = 0.088453, total_loss = 0.248937 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000823, iou_loss = 0.000000, total_loss = 0.000823 \n"," total_bbox = 309511, rewritten_bbox = 1.399950 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800877), count: 3, class_loss = 0.094451, iou_loss = 0.068274, total_loss = 0.162725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732523), count: 2, class_loss = 0.080617, iou_loss = 0.071329, total_loss = 0.151946 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.755004), count: 2, class_loss = 0.407054, iou_loss = 0.197659, total_loss = 0.604713 \n"," total_bbox = 309518, rewritten_bbox = 1.399919 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769959), count: 7, class_loss = 1.347591, iou_loss = 0.384012, total_loss = 1.731604 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.014554, iou_loss = 0.000000, total_loss = 0.014554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.327339), count: 1, class_loss = 0.249570, iou_loss = 0.383750, total_loss = 0.633320 \n"," total_bbox = 309526, rewritten_bbox = 1.399882 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827346), count: 7, class_loss = 0.249376, iou_loss = 0.653465, total_loss = 0.902841 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900124), count: 1, class_loss = 0.000589, iou_loss = 0.022242, total_loss = 0.022831 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641221), count: 1, class_loss = 0.241451, iou_loss = 0.214208, total_loss = 0.455659 \n"," total_bbox = 309535, rewritten_bbox = 1.400488 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794676), count: 5, class_loss = 0.338894, iou_loss = 0.269745, total_loss = 0.608638 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815301), count: 3, class_loss = 0.313624, iou_loss = 0.136050, total_loss = 0.449674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.731565), count: 1, class_loss = 0.207386, iou_loss = 0.042777, total_loss = 0.250164 \n"," total_bbox = 309544, rewritten_bbox = 1.400447 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805996), count: 9, class_loss = 1.134592, iou_loss = 0.515761, total_loss = 1.650353 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796316), count: 2, class_loss = 0.425253, iou_loss = 0.099687, total_loss = 0.524940 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000285, iou_loss = 0.000000, total_loss = 0.000285 \n"," total_bbox = 309555, rewritten_bbox = 1.400397 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792219), count: 4, class_loss = 0.614117, iou_loss = 0.154792, total_loss = 0.768909 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000299, iou_loss = 0.000000, total_loss = 0.000299 \n","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 = 309559, rewritten_bbox = 1.400379 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761059), count: 5, class_loss = 0.701239, iou_loss = 0.224722, total_loss = 0.925960 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647972), count: 1, class_loss = 0.027204, iou_loss = 0.111440, total_loss = 0.138644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000439, iou_loss = 0.000000, total_loss = 0.000439 \n"," total_bbox = 309565, rewritten_bbox = 1.400352 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767610), count: 8, class_loss = 0.756518, iou_loss = 0.730108, total_loss = 1.486625 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.649558), count: 2, class_loss = 0.505293, iou_loss = 0.189851, total_loss = 0.695144 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.659350), count: 1, class_loss = 0.250839, iou_loss = 0.101388, total_loss = 0.352226 \n"," total_bbox = 309576, rewritten_bbox = 1.400302 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776355), count: 6, class_loss = 0.325753, iou_loss = 0.356787, total_loss = 0.682540 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834509), count: 1, class_loss = 0.028385, iou_loss = 0.027384, total_loss = 0.055770 \n","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 = 309583, rewritten_bbox = 1.400271 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729717), count: 7, class_loss = 0.799423, iou_loss = 0.578297, total_loss = 1.377721 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756375), count: 1, class_loss = 0.072628, iou_loss = 0.056394, total_loss = 0.129022 \n","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 = 309591, rewritten_bbox = 1.400234 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821845), count: 4, class_loss = 0.161891, iou_loss = 0.136614, total_loss = 0.298505 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723777), count: 2, class_loss = 0.211276, iou_loss = 0.122693, total_loss = 0.333969 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.547299), count: 1, class_loss = 0.249368, iou_loss = 0.194167, total_loss = 0.443536 \n"," total_bbox = 309598, rewritten_bbox = 1.400203 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791765), count: 6, class_loss = 0.385502, iou_loss = 0.300470, total_loss = 0.685972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002442, iou_loss = 0.000000, total_loss = 0.002442 \n","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 = 309603, rewritten_bbox = 1.400180 % \n","\n"," 2163: 0.549132, 0.588665 avg loss, 0.001000 rate, 8.601324 seconds, 138432 images, 3.496245 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: 0.793247), count: 3, class_loss = 1.032397, iou_loss = 0.071976, total_loss = 1.104373 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803776), count: 7, class_loss = 0.670966, iou_loss = 0.239069, total_loss = 0.910035 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.047921, iou_loss = 0.000000, total_loss = 0.047921 \n"," total_bbox = 309613, rewritten_bbox = 1.400135 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780338), count: 2, class_loss = 0.735961, iou_loss = 0.145036, total_loss = 0.880997 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.684609), count: 7, class_loss = 1.151110, iou_loss = 1.052160, total_loss = 2.203269 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000602, iou_loss = 0.000000, total_loss = 0.000602 \n"," total_bbox = 309622, rewritten_bbox = 1.400094 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784056), count: 6, class_loss = 1.054152, iou_loss = 0.242960, total_loss = 1.297112 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000466, iou_loss = 0.000000, total_loss = 0.000466 \n","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 = 309628, rewritten_bbox = 1.400067 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818864), count: 7, class_loss = 0.060883, iou_loss = 0.289377, total_loss = 0.350261 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637891), count: 1, class_loss = 0.004744, iou_loss = 0.078216, total_loss = 0.082960 \n","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 = 309636, rewritten_bbox = 1.400031 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711472), count: 7, class_loss = 1.474043, iou_loss = 0.534519, total_loss = 2.008562 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.671856), count: 1, class_loss = 0.314822, iou_loss = 0.059606, total_loss = 0.374429 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000181, iou_loss = 0.000000, total_loss = 0.000181 \n"," total_bbox = 309644, rewritten_bbox = 1.399995 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800479), count: 6, class_loss = 0.538003, iou_loss = 0.282232, total_loss = 0.820234 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678279), count: 5, class_loss = 0.469287, iou_loss = 0.532604, total_loss = 1.001891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734152), count: 1, class_loss = 0.220691, iou_loss = 0.080623, total_loss = 0.301315 \n"," total_bbox = 309656, rewritten_bbox = 1.399941 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717019), count: 11, class_loss = 0.736091, iou_loss = 0.846708, total_loss = 1.582799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767689), count: 8, class_loss = 1.050888, iou_loss = 0.387631, total_loss = 1.438519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000455, iou_loss = 0.000000, total_loss = 0.000455 \n"," total_bbox = 309675, rewritten_bbox = 1.399855 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796053), count: 2, class_loss = 0.084311, iou_loss = 0.106325, total_loss = 0.190636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729470), count: 2, class_loss = 0.128701, iou_loss = 0.101470, total_loss = 0.230171 \n","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 = 309679, rewritten_bbox = 1.399837 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831414), count: 6, class_loss = 0.468880, iou_loss = 0.188327, total_loss = 0.657207 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.631088), count: 1, class_loss = 0.175175, iou_loss = 0.085989, total_loss = 0.261165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004746, iou_loss = 0.000000, total_loss = 0.004746 \n"," total_bbox = 309685, rewritten_bbox = 1.399809 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804296), count: 6, class_loss = 0.799038, iou_loss = 0.163032, total_loss = 0.962070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.071769, iou_loss = 0.000000, total_loss = 0.071769 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000154, iou_loss = 0.000000, total_loss = 0.000154 \n"," total_bbox = 309691, rewritten_bbox = 1.399782 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764961), count: 10, class_loss = 0.979378, iou_loss = 0.621633, total_loss = 1.601011 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.092372, iou_loss = 0.000000, total_loss = 0.092372 \n","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 = 309701, rewritten_bbox = 1.399737 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804097), count: 3, class_loss = 0.201533, iou_loss = 0.109656, total_loss = 0.311188 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858263), count: 1, class_loss = 0.007024, iou_loss = 0.012705, total_loss = 0.019729 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000114, iou_loss = 0.000000, total_loss = 0.000114 \n"," total_bbox = 309705, rewritten_bbox = 1.399719 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749058), count: 6, class_loss = 1.590256, iou_loss = 0.436935, total_loss = 2.027191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795618), count: 1, class_loss = 0.117372, iou_loss = 0.056575, total_loss = 0.173947 \n","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 = 309712, rewritten_bbox = 1.399687 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750153), count: 9, class_loss = 0.471762, iou_loss = 0.480213, total_loss = 0.951975 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782351), count: 2, class_loss = 0.277517, iou_loss = 0.245962, total_loss = 0.523478 \n","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 = 309723, rewritten_bbox = 1.399638 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702651), count: 5, class_loss = 0.561552, iou_loss = 0.198376, total_loss = 0.759928 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600864), count: 1, class_loss = 0.211438, iou_loss = 0.112598, total_loss = 0.324036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573494), count: 6, class_loss = 1.055091, iou_loss = 1.019331, total_loss = 2.074423 \n"," total_bbox = 309735, rewritten_bbox = 1.399583 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750889), count: 6, class_loss = 0.956587, iou_loss = 0.490117, total_loss = 1.446704 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770963), count: 15, class_loss = 1.535942, iou_loss = 1.288177, total_loss = 2.824118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.519471), count: 1, class_loss = 0.222190, iou_loss = 0.267921, total_loss = 0.490111 \n"," total_bbox = 309757, rewritten_bbox = 1.399484 % \n","\n"," 2164: 0.633434, 0.593142 avg loss, 0.001000 rate, 8.631678 seconds, 138496 images, 3.505174 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: 0.777612), count: 4, class_loss = 0.291742, iou_loss = 0.231776, total_loss = 0.523518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001647, iou_loss = 0.000000, total_loss = 0.001647 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704691), count: 1, class_loss = 0.166144, iou_loss = 0.090249, total_loss = 0.256393 \n"," total_bbox = 309762, rewritten_bbox = 1.399462 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828954), count: 8, class_loss = 0.863773, iou_loss = 0.332549, total_loss = 1.196322 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731204), count: 2, class_loss = 0.447959, iou_loss = 0.402171, total_loss = 0.850130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000166, iou_loss = 0.000000, total_loss = 0.000166 \n"," total_bbox = 309772, rewritten_bbox = 1.399739 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756881), count: 7, class_loss = 0.603353, iou_loss = 0.630505, total_loss = 1.233859 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739337), count: 7, class_loss = 0.626227, iou_loss = 0.611134, total_loss = 1.237361 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.666653), count: 1, class_loss = 0.234906, iou_loss = 0.071888, total_loss = 0.306793 \n"," total_bbox = 309787, rewritten_bbox = 1.399671 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722130), count: 11, class_loss = 1.515356, iou_loss = 0.832003, total_loss = 2.347359 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700301), count: 6, class_loss = 1.237095, iou_loss = 0.889448, total_loss = 2.126543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000213, iou_loss = 0.000000, total_loss = 0.000213 \n"," total_bbox = 309804, rewritten_bbox = 1.399595 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805557), count: 5, class_loss = 0.190127, iou_loss = 0.162866, total_loss = 0.352992 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593804), count: 1, class_loss = 0.239463, iou_loss = 0.121359, total_loss = 0.360821 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001391, iou_loss = 0.000000, total_loss = 0.001391 \n"," total_bbox = 309810, rewritten_bbox = 1.399567 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747996), count: 7, class_loss = 1.065677, iou_loss = 0.265801, total_loss = 1.331478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668462), count: 3, class_loss = 0.936214, iou_loss = 0.460385, total_loss = 1.396599 \n","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 = 309820, rewritten_bbox = 1.399522 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814343), count: 4, class_loss = 0.450656, iou_loss = 0.109333, total_loss = 0.559989 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734682), count: 2, class_loss = 0.007811, iou_loss = 0.136334, total_loss = 0.144145 \n","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 = 309826, rewritten_bbox = 1.399495 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776534), count: 6, class_loss = 0.059219, iou_loss = 0.340281, total_loss = 0.399500 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780268), count: 2, class_loss = 0.311747, iou_loss = 0.068675, total_loss = 0.380422 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000196, iou_loss = 0.000000, total_loss = 0.000196 \n"," total_bbox = 309834, rewritten_bbox = 1.399459 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776672), count: 8, class_loss = 0.886379, iou_loss = 0.353668, total_loss = 1.240047 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773526), count: 4, class_loss = 0.500710, iou_loss = 0.198364, total_loss = 0.699074 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n"," total_bbox = 309846, rewritten_bbox = 1.399405 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776495), count: 9, class_loss = 0.331235, iou_loss = 0.780063, total_loss = 1.111299 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765306), count: 9, class_loss = 0.536971, iou_loss = 0.692076, total_loss = 1.229047 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000081, iou_loss = 0.000000, total_loss = 0.000081 \n"," total_bbox = 309864, rewritten_bbox = 1.400615 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748106), count: 3, class_loss = 0.288843, iou_loss = 0.143498, total_loss = 0.432341 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000319, iou_loss = 0.000000, total_loss = 0.000319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.724504), count: 1, class_loss = 0.015840, iou_loss = 0.105160, total_loss = 0.121000 \n"," total_bbox = 309868, rewritten_bbox = 1.400596 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745461), count: 7, class_loss = 0.580528, iou_loss = 0.464460, total_loss = 1.044988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693572), count: 1, class_loss = 0.227543, iou_loss = 0.044190, total_loss = 0.271734 \n","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 = 309876, rewritten_bbox = 1.400560 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730769), count: 4, class_loss = 0.494642, iou_loss = 0.293774, total_loss = 0.788416 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780543), count: 3, class_loss = 0.052988, iou_loss = 0.172633, total_loss = 0.225621 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000965, iou_loss = 0.000000, total_loss = 0.000965 \n"," total_bbox = 309883, rewritten_bbox = 1.400529 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699217), count: 9, class_loss = 0.605597, iou_loss = 1.174762, total_loss = 1.780359 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809659), count: 2, class_loss = 0.329903, iou_loss = 0.028791, total_loss = 0.358694 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.838831), count: 1, class_loss = 0.170995, iou_loss = 0.012132, total_loss = 0.183127 \n"," total_bbox = 309895, rewritten_bbox = 1.400797 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797217), count: 9, class_loss = 0.397319, iou_loss = 0.415381, total_loss = 0.812700 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774617), count: 3, class_loss = 0.350226, iou_loss = 0.180834, total_loss = 0.531060 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002552, iou_loss = 0.000000, total_loss = 0.002552 \n"," total_bbox = 309907, rewritten_bbox = 1.400743 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774428), count: 4, class_loss = 0.466550, iou_loss = 0.272608, total_loss = 0.739158 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859089), count: 2, class_loss = 0.252114, iou_loss = 0.074097, total_loss = 0.326211 \n","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 = 309913, rewritten_bbox = 1.400716 % \n","\n"," 2165: 0.560559, 0.589884 avg loss, 0.001000 rate, 8.602747 seconds, 138560 images, 3.514145 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: 0.704561), count: 6, class_loss = 0.881152, iou_loss = 0.671347, total_loss = 1.552499 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802277), count: 8, class_loss = 0.225058, iou_loss = 0.242513, total_loss = 0.467571 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.798319), count: 4, class_loss = 0.199428, iou_loss = 0.201509, total_loss = 0.400937 \n"," total_bbox = 309931, rewritten_bbox = 1.400634 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736664), count: 11, class_loss = 1.582089, iou_loss = 0.626328, total_loss = 2.208417 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833895), count: 1, class_loss = 0.022813, iou_loss = 0.059886, total_loss = 0.082699 \n","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 = 309943, rewritten_bbox = 1.400580 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829340), count: 5, class_loss = 0.854738, iou_loss = 0.240616, total_loss = 1.095354 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786884), count: 1, class_loss = 0.235318, iou_loss = 0.082453, total_loss = 0.317771 \n","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 = 309949, rewritten_bbox = 1.400553 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783130), count: 6, class_loss = 0.379917, iou_loss = 0.161949, total_loss = 0.541866 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.025640, iou_loss = 0.000000, total_loss = 0.025640 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002488, iou_loss = 0.000000, total_loss = 0.002488 \n"," total_bbox = 309955, rewritten_bbox = 1.400526 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735269), count: 4, class_loss = 0.413386, iou_loss = 0.241496, total_loss = 0.654881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756807), count: 4, class_loss = 0.529692, iou_loss = 0.310858, total_loss = 0.840550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002456, iou_loss = 0.000000, total_loss = 0.002456 \n"," total_bbox = 309963, rewritten_bbox = 1.400490 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769269), count: 6, class_loss = 0.913901, iou_loss = 0.204697, total_loss = 1.118598 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795856), count: 2, class_loss = 0.190881, iou_loss = 0.081494, total_loss = 0.272375 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000344, iou_loss = 0.000000, total_loss = 0.000344 \n"," total_bbox = 309971, rewritten_bbox = 1.400454 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673132), count: 6, class_loss = 1.244958, iou_loss = 0.420893, total_loss = 1.665851 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007880, iou_loss = 0.000000, total_loss = 0.007880 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000188, iou_loss = 0.000000, total_loss = 0.000188 \n"," total_bbox = 309977, rewritten_bbox = 1.400427 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796458), count: 4, class_loss = 0.096600, iou_loss = 0.106267, total_loss = 0.202867 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000480, iou_loss = 0.000000, total_loss = 0.000480 \n","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 = 309981, rewritten_bbox = 1.400408 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705007), count: 6, class_loss = 0.548056, iou_loss = 0.898438, total_loss = 1.446495 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829834), count: 4, class_loss = 0.559490, iou_loss = 0.130244, total_loss = 0.689735 \n","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 = 309991, rewritten_bbox = 1.400363 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806532), count: 8, class_loss = 0.558552, iou_loss = 0.357172, total_loss = 0.915724 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009751, iou_loss = 0.000000, total_loss = 0.009751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000425, iou_loss = 0.000000, total_loss = 0.000425 \n"," total_bbox = 309999, rewritten_bbox = 1.400327 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714603), count: 5, class_loss = 0.940563, iou_loss = 0.373943, total_loss = 1.314506 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714068), count: 2, class_loss = 0.710595, iou_loss = 0.144407, total_loss = 0.855002 \n","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 = 310006, rewritten_bbox = 1.400295 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778988), count: 5, class_loss = 0.525773, iou_loss = 0.180647, total_loss = 0.706420 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.184364), count: 1, class_loss = 0.259689, iou_loss = 0.782125, total_loss = 1.041814 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002129, iou_loss = 0.000000, total_loss = 0.002129 \n"," total_bbox = 310012, rewritten_bbox = 1.400268 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824938), count: 4, class_loss = 0.626311, iou_loss = 0.119633, total_loss = 0.745944 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787450), count: 2, class_loss = 0.396905, iou_loss = 0.046746, total_loss = 0.443651 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001255, iou_loss = 0.000000, total_loss = 0.001255 \n"," total_bbox = 310018, rewritten_bbox = 1.400241 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701223), count: 7, class_loss = 1.453717, iou_loss = 0.732788, total_loss = 2.186506 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586111), count: 2, class_loss = 0.456188, iou_loss = 0.439170, total_loss = 0.895359 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001089, iou_loss = 0.000000, total_loss = 0.001089 \n"," total_bbox = 310027, rewritten_bbox = 1.400201 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796625), count: 3, class_loss = 0.227249, iou_loss = 0.201293, total_loss = 0.428542 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830107), count: 1, class_loss = 0.252984, iou_loss = 0.052732, total_loss = 0.305715 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001046, iou_loss = 0.000000, total_loss = 0.001046 \n"," total_bbox = 310031, rewritten_bbox = 1.400183 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738348), count: 4, class_loss = 0.518945, iou_loss = 0.172545, total_loss = 0.691490 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634573), count: 5, class_loss = 0.772068, iou_loss = 2.218008, total_loss = 2.990075 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.121055), count: 1, class_loss = 0.250221, iou_loss = 1.299427, total_loss = 1.549647 \n"," total_bbox = 310041, rewritten_bbox = 1.400137 % \n","\n"," 2166: 0.597587, 0.590654 avg loss, 0.001000 rate, 8.662489 seconds, 138624 images, 3.522854 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: 0.700584), count: 4, class_loss = 0.479193, iou_loss = 0.297947, total_loss = 0.777140 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751747), count: 3, class_loss = 0.532753, iou_loss = 0.246230, total_loss = 0.778983 \n","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 = 310048, rewritten_bbox = 1.400106 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728566), count: 4, class_loss = 0.471503, iou_loss = 0.294859, total_loss = 0.766362 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000092, iou_loss = 0.000000, total_loss = 0.000092 \n"," total_bbox = 310052, rewritten_bbox = 1.400088 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789324), count: 2, class_loss = 0.077844, iou_loss = 0.046835, total_loss = 0.124680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737379), count: 5, class_loss = 0.486539, iou_loss = 0.389466, total_loss = 0.876005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000171, iou_loss = 0.000000, total_loss = 0.000171 \n"," total_bbox = 310059, rewritten_bbox = 1.400056 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786477), count: 9, class_loss = 0.729355, iou_loss = 0.358578, total_loss = 1.087932 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736786), count: 1, class_loss = 0.250146, iou_loss = 0.035298, total_loss = 0.285444 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000045, iou_loss = 0.000000, total_loss = 0.000045 \n"," total_bbox = 310069, rewritten_bbox = 1.400334 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735844), count: 3, class_loss = 0.403407, iou_loss = 0.239605, total_loss = 0.643012 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793395), count: 7, class_loss = 0.231794, iou_loss = 0.321460, total_loss = 0.553254 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.849960), count: 1, class_loss = 0.353483, iou_loss = 0.021332, total_loss = 0.374814 \n"," total_bbox = 310080, rewritten_bbox = 1.400284 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820268), count: 4, class_loss = 0.233072, iou_loss = 0.240177, total_loss = 0.473249 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772406), count: 1, class_loss = 0.128588, iou_loss = 0.050813, total_loss = 0.179401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.662780), count: 6, class_loss = 1.322901, iou_loss = 0.630916, total_loss = 1.953818 \n"," total_bbox = 310091, rewritten_bbox = 1.400234 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790431), count: 6, class_loss = 0.242870, iou_loss = 0.305095, total_loss = 0.547965 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580103), count: 1, class_loss = 0.043829, iou_loss = 0.138298, total_loss = 0.182127 \n","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 = 310098, rewritten_bbox = 1.400203 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814083), count: 8, class_loss = 1.335540, iou_loss = 0.488919, total_loss = 1.824459 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733392), count: 3, class_loss = 0.228830, iou_loss = 0.148038, total_loss = 0.376869 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000287, iou_loss = 0.000000, total_loss = 0.000287 \n"," total_bbox = 310109, rewritten_bbox = 1.400153 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744508), count: 7, class_loss = 0.623978, iou_loss = 0.531708, total_loss = 1.155686 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805157), count: 2, class_loss = 0.130830, iou_loss = 0.078246, total_loss = 0.209076 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002620, iou_loss = 0.000000, total_loss = 0.002620 \n"," total_bbox = 310118, rewritten_bbox = 1.400112 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750121), count: 5, class_loss = 0.642013, iou_loss = 0.402431, total_loss = 1.044444 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853782), count: 1, class_loss = 0.090796, iou_loss = 0.135760, total_loss = 0.226556 \n","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 = 310124, rewritten_bbox = 1.400085 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738544), count: 6, class_loss = 0.559979, iou_loss = 0.255355, total_loss = 0.815334 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725380), count: 3, class_loss = 0.515884, iou_loss = 0.283279, total_loss = 0.799163 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000458, iou_loss = 0.000000, total_loss = 0.000458 \n"," total_bbox = 310133, rewritten_bbox = 1.400044 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829679), count: 4, class_loss = 0.111976, iou_loss = 0.212487, total_loss = 0.324464 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704916), count: 3, class_loss = 0.509340, iou_loss = 0.209532, total_loss = 0.718872 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000418, iou_loss = 0.000000, total_loss = 0.000418 \n"," total_bbox = 310140, rewritten_bbox = 1.400013 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775759), count: 6, class_loss = 0.613188, iou_loss = 0.238163, total_loss = 0.851351 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774785), count: 2, class_loss = 0.131913, iou_loss = 0.062448, total_loss = 0.194361 \n","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 = 310148, rewritten_bbox = 1.399977 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732828), count: 3, class_loss = 0.330585, iou_loss = 0.149284, total_loss = 0.479869 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719285), count: 2, class_loss = 0.407185, iou_loss = 0.226074, total_loss = 0.633260 \n","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 = 310153, rewritten_bbox = 1.399954 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793137), count: 5, class_loss = 0.415615, iou_loss = 0.212277, total_loss = 0.627892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836055), count: 2, class_loss = 0.053201, iou_loss = 0.049145, total_loss = 0.102345 \n","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 = 310160, rewritten_bbox = 1.399923 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858133), count: 9, class_loss = 0.998610, iou_loss = 0.310457, total_loss = 1.309067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597904), count: 1, class_loss = 0.137068, iou_loss = 0.102686, total_loss = 0.239753 \n","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 = 310170, rewritten_bbox = 1.400200 % \n","\n"," 2167: 0.448791, 0.576468 avg loss, 0.001000 rate, 8.571600 seconds, 138688 images, 3.531757 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: 0.854804), count: 4, class_loss = 0.245992, iou_loss = 0.105275, total_loss = 0.351268 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493274), count: 3, class_loss = 0.576620, iou_loss = 1.868530, total_loss = 2.445149 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000352, iou_loss = 0.000000, total_loss = 0.000352 \n"," total_bbox = 310177, rewritten_bbox = 1.400168 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742634), count: 8, class_loss = 0.987074, iou_loss = 0.510170, total_loss = 1.497244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799369), count: 1, class_loss = 0.227887, iou_loss = 0.035210, total_loss = 0.263097 \n","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 = 310186, rewritten_bbox = 1.400128 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823864), count: 4, class_loss = 0.170834, iou_loss = 0.190864, total_loss = 0.361698 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n","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 = 310190, rewritten_bbox = 1.400110 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761273), count: 4, class_loss = 0.480679, iou_loss = 0.339889, total_loss = 0.820568 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713585), count: 5, class_loss = 0.488764, iou_loss = 0.347219, total_loss = 0.835983 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003257, iou_loss = 0.000000, total_loss = 0.003257 \n"," total_bbox = 310199, rewritten_bbox = 1.400069 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780193), count: 4, class_loss = 0.385658, iou_loss = 0.179372, total_loss = 0.565030 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834242), count: 1, class_loss = 0.095490, iou_loss = 0.043781, total_loss = 0.139271 \n","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 = 310204, rewritten_bbox = 1.400046 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739428), count: 6, class_loss = 0.694492, iou_loss = 0.474326, total_loss = 1.168817 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789952), count: 2, class_loss = 0.114544, iou_loss = 0.074477, total_loss = 0.189021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000496, iou_loss = 0.000000, total_loss = 0.000496 \n"," total_bbox = 310212, rewritten_bbox = 1.400010 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749086), count: 5, class_loss = 0.448869, iou_loss = 0.277717, total_loss = 0.726586 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748362), count: 3, class_loss = 0.557803, iou_loss = 0.452481, total_loss = 1.010284 \n","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 = 310220, rewritten_bbox = 1.399974 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808043), count: 6, class_loss = 0.605476, iou_loss = 0.247135, total_loss = 0.852610 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813197), count: 4, class_loss = 0.608420, iou_loss = 0.196200, total_loss = 0.804619 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.530910), count: 2, class_loss = 0.510064, iou_loss = 0.455631, total_loss = 0.965695 \n"," total_bbox = 310232, rewritten_bbox = 1.400242 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785453), count: 6, class_loss = 0.352787, iou_loss = 0.473857, total_loss = 0.826644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760604), count: 4, class_loss = 0.681694, iou_loss = 0.446447, total_loss = 1.128141 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000640, iou_loss = 0.000000, total_loss = 0.000640 \n"," total_bbox = 310242, rewritten_bbox = 1.400197 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787443), count: 7, class_loss = 0.538130, iou_loss = 0.248129, total_loss = 0.786259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.893610), count: 2, class_loss = 0.031123, iou_loss = 0.016285, total_loss = 0.047408 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007164, iou_loss = 0.000000, total_loss = 0.007164 \n"," total_bbox = 310251, rewritten_bbox = 1.400157 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787512), count: 9, class_loss = 0.229017, iou_loss = 0.314739, total_loss = 0.543756 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776273), count: 3, class_loss = 0.314630, iou_loss = 0.084730, total_loss = 0.399360 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.848989), count: 1, class_loss = 0.108911, iou_loss = 0.019354, total_loss = 0.128266 \n"," total_bbox = 310264, rewritten_bbox = 1.400098 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.844289), count: 5, class_loss = 0.358522, iou_loss = 0.157804, total_loss = 0.516325 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785261), count: 1, class_loss = 0.130584, iou_loss = 0.054811, total_loss = 0.185395 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n"," total_bbox = 310270, rewritten_bbox = 1.400071 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791136), count: 5, class_loss = 0.275717, iou_loss = 0.265833, total_loss = 0.541550 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001040, iou_loss = 0.000000, total_loss = 0.001040 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.874171), count: 1, class_loss = 0.118365, iou_loss = 0.022149, total_loss = 0.140514 \n"," total_bbox = 310276, rewritten_bbox = 1.400044 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725816), count: 13, class_loss = 1.447253, iou_loss = 1.403207, total_loss = 2.850460 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.659931), count: 2, class_loss = 0.543660, iou_loss = 0.289716, total_loss = 0.833376 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000590, iou_loss = 0.000000, total_loss = 0.000590 \n"," total_bbox = 310291, rewritten_bbox = 1.400621 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768958), count: 8, class_loss = 0.371862, iou_loss = 0.347099, total_loss = 0.718960 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716533), count: 5, class_loss = 0.683272, iou_loss = 0.298683, total_loss = 0.981954 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003776, iou_loss = 0.000000, total_loss = 0.003776 \n"," total_bbox = 310304, rewritten_bbox = 1.400562 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779194), count: 5, class_loss = 0.713538, iou_loss = 0.232637, total_loss = 0.946174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n","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 = 310309, rewritten_bbox = 1.400540 % \n","\n"," 2168: 0.512270, 0.570048 avg loss, 0.001000 rate, 8.596333 seconds, 138752 images, 3.540083 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: 0.771647), count: 6, class_loss = 0.522544, iou_loss = 0.307225, total_loss = 0.829768 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752350), count: 1, class_loss = 0.127492, iou_loss = 0.023118, total_loss = 0.150610 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n"," total_bbox = 310316, rewritten_bbox = 1.400508 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728568), count: 4, class_loss = 0.676004, iou_loss = 0.281048, total_loss = 0.957051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720341), count: 7, class_loss = 0.416459, iou_loss = 0.539740, total_loss = 0.956199 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002270, iou_loss = 0.000000, total_loss = 0.002270 \n"," total_bbox = 310327, rewritten_bbox = 1.400458 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767718), count: 9, class_loss = 1.822366, iou_loss = 0.570794, total_loss = 2.393161 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620982), count: 3, class_loss = 0.615569, iou_loss = 0.620339, total_loss = 1.235908 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000842, iou_loss = 0.000000, total_loss = 0.000842 \n"," total_bbox = 310339, rewritten_bbox = 1.400404 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793181), count: 4, class_loss = 0.193524, iou_loss = 0.170083, total_loss = 0.363607 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.589493), count: 17, class_loss = 2.645454, iou_loss = 2.352039, total_loss = 4.997493 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.651518), count: 5, class_loss = 1.031331, iou_loss = 0.576520, total_loss = 1.607851 \n"," total_bbox = 310365, rewritten_bbox = 1.400287 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720008), count: 5, class_loss = 0.805947, iou_loss = 0.360118, total_loss = 1.166065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884806), count: 1, class_loss = 0.064502, iou_loss = 0.010648, total_loss = 0.075150 \n","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 = 310371, rewritten_bbox = 1.400260 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766048), count: 6, class_loss = 0.801913, iou_loss = 1.072342, total_loss = 1.874255 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728403), count: 3, class_loss = 0.371760, iou_loss = 0.162346, total_loss = 0.534106 \n","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 = 310380, rewritten_bbox = 1.400219 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702273), count: 5, class_loss = 0.628551, iou_loss = 0.367872, total_loss = 0.996423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838682), count: 2, class_loss = 0.232644, iou_loss = 0.039204, total_loss = 0.271847 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.434147), count: 1, class_loss = 0.250796, iou_loss = 0.253423, total_loss = 0.504219 \n"," total_bbox = 310388, rewritten_bbox = 1.400183 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799054), count: 6, class_loss = 0.487951, iou_loss = 0.232988, total_loss = 0.720939 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772366), count: 2, class_loss = 0.267546, iou_loss = 0.096443, total_loss = 0.363989 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003922, iou_loss = 0.000000, total_loss = 0.003922 \n"," total_bbox = 310396, rewritten_bbox = 1.400147 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790892), count: 5, class_loss = 0.688472, iou_loss = 0.165932, total_loss = 0.854404 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825594), count: 1, class_loss = 0.240011, iou_loss = 0.075598, total_loss = 0.315609 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.045587, iou_loss = 0.000000, total_loss = 0.045587 \n"," total_bbox = 310402, rewritten_bbox = 1.400120 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736973), count: 5, class_loss = 0.586706, iou_loss = 0.489096, total_loss = 1.075802 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493535), count: 2, class_loss = 0.400236, iou_loss = 1.002815, total_loss = 1.403051 \n","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 = 310409, rewritten_bbox = 1.400088 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750977), count: 6, class_loss = 0.858700, iou_loss = 0.457568, total_loss = 1.316268 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781617), count: 12, class_loss = 0.585002, iou_loss = 0.419756, total_loss = 1.004758 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.839842), count: 4, class_loss = 0.359597, iou_loss = 0.087424, total_loss = 0.447020 \n"," total_bbox = 310431, rewritten_bbox = 1.399989 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755180), count: 3, class_loss = 0.072624, iou_loss = 0.104443, total_loss = 0.177067 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744702), count: 16, class_loss = 2.130384, iou_loss = 0.961176, total_loss = 3.091560 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.623092), count: 3, class_loss = 0.415065, iou_loss = 0.362501, total_loss = 0.777566 \n"," total_bbox = 310453, rewritten_bbox = 1.399890 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805813), count: 5, class_loss = 0.339820, iou_loss = 0.307592, total_loss = 0.647412 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696940), count: 3, class_loss = 0.640526, iou_loss = 0.493231, total_loss = 1.133758 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009474, iou_loss = 0.000000, total_loss = 0.009474 \n"," total_bbox = 310461, rewritten_bbox = 1.399854 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719276), count: 5, class_loss = 0.941856, iou_loss = 0.487028, total_loss = 1.428884 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001103, iou_loss = 0.000000, total_loss = 0.001103 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.792853), count: 1, class_loss = 0.250035, iou_loss = 0.080546, total_loss = 0.330581 \n"," total_bbox = 310467, rewritten_bbox = 1.399827 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764733), count: 5, class_loss = 0.707485, iou_loss = 0.604477, total_loss = 1.311962 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800713), count: 1, class_loss = 0.044297, iou_loss = 0.036320, total_loss = 0.080616 \n","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 = 310473, rewritten_bbox = 1.399800 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758957), count: 10, class_loss = 1.165660, iou_loss = 0.580803, total_loss = 1.746463 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768911), count: 1, class_loss = 0.057317, iou_loss = 0.026293, total_loss = 0.083610 \n","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 = 310484, rewritten_bbox = 1.399750 % \n","\n"," 2169: 0.776843, 0.590728 avg loss, 0.001000 rate, 8.598645 seconds, 138816 images, 3.548429 hours left\n","Loaded: 0.000050 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778149), count: 5, class_loss = 0.403649, iou_loss = 0.307541, total_loss = 0.711191 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.508376), count: 1, class_loss = 0.043477, iou_loss = 0.140680, total_loss = 0.184157 \n","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 = 310490, rewritten_bbox = 1.400045 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810866), count: 4, class_loss = 0.087074, iou_loss = 0.147528, total_loss = 0.234603 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013868, iou_loss = 0.000000, total_loss = 0.013868 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.805868), count: 1, class_loss = 0.249822, iou_loss = 0.177821, total_loss = 0.427643 \n"," total_bbox = 310495, rewritten_bbox = 1.400023 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824480), count: 9, class_loss = 0.526801, iou_loss = 0.348885, total_loss = 0.875685 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735237), count: 4, class_loss = 0.124590, iou_loss = 0.279795, total_loss = 0.404384 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022172, iou_loss = 0.000000, total_loss = 0.022172 \n"," total_bbox = 310508, rewritten_bbox = 1.399964 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759162), count: 4, class_loss = 0.367652, iou_loss = 0.120180, total_loss = 0.487832 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.578949), count: 1, class_loss = 0.030089, iou_loss = 0.213311, total_loss = 0.243400 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n"," total_bbox = 310513, rewritten_bbox = 1.399941 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730995), count: 8, class_loss = 0.980429, iou_loss = 0.880083, total_loss = 1.860512 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763952), count: 1, class_loss = 0.043644, iou_loss = 0.042806, total_loss = 0.086450 \n","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 = 310522, rewritten_bbox = 1.399901 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805523), count: 4, class_loss = 0.575557, iou_loss = 0.215651, total_loss = 0.791208 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716514), count: 4, class_loss = 0.919507, iou_loss = 0.577813, total_loss = 1.497320 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.843365), count: 1, class_loss = 0.142127, iou_loss = 0.045820, total_loss = 0.187947 \n"," total_bbox = 310531, rewritten_bbox = 1.399860 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797822), count: 5, class_loss = 0.228969, iou_loss = 0.161972, total_loss = 0.390941 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731649), count: 1, class_loss = 0.135317, iou_loss = 0.038940, total_loss = 0.174257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.088137, iou_loss = 0.000000, total_loss = 0.088137 \n"," total_bbox = 310537, rewritten_bbox = 1.400155 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846465), count: 4, class_loss = 0.192703, iou_loss = 0.093820, total_loss = 0.286523 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000220, iou_loss = 0.000000, total_loss = 0.000220 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.342234), count: 1, class_loss = 0.250198, iou_loss = 0.371143, total_loss = 0.621340 \n"," total_bbox = 310542, rewritten_bbox = 1.400133 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753143), count: 8, class_loss = 0.677338, iou_loss = 0.422794, total_loss = 1.100132 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000501, iou_loss = 0.000000, total_loss = 0.000501 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000621, iou_loss = 0.000000, total_loss = 0.000621 \n"," total_bbox = 310550, rewritten_bbox = 1.400097 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761305), count: 2, class_loss = 0.137842, iou_loss = 0.027263, total_loss = 0.165105 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782074), count: 7, class_loss = 0.914270, iou_loss = 0.543492, total_loss = 1.457763 \n","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 = 310559, rewritten_bbox = 1.400378 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792892), count: 4, class_loss = 0.355997, iou_loss = 0.114881, total_loss = 0.470878 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731220), count: 1, class_loss = 0.138134, iou_loss = 0.107692, total_loss = 0.245825 \n","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 = 310564, rewritten_bbox = 1.400355 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854751), count: 5, class_loss = 0.483929, iou_loss = 0.146268, total_loss = 0.630197 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715108), count: 3, class_loss = 0.391863, iou_loss = 0.308215, total_loss = 0.700077 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.566246), count: 2, class_loss = 0.501779, iou_loss = 0.478285, total_loss = 0.980064 \n"," total_bbox = 310574, rewritten_bbox = 1.400310 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.892342), count: 3, class_loss = 0.163891, iou_loss = 0.083401, total_loss = 0.247291 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766708), count: 5, class_loss = 0.285468, iou_loss = 0.307434, total_loss = 0.592903 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601014), count: 1, class_loss = 0.045746, iou_loss = 0.108566, total_loss = 0.154312 \n"," total_bbox = 310583, rewritten_bbox = 1.400270 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738278), count: 6, class_loss = 0.832325, iou_loss = 0.279230, total_loss = 1.111555 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783560), count: 3, class_loss = 0.537835, iou_loss = 0.064427, total_loss = 0.602262 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.806467), count: 1, class_loss = 0.240191, iou_loss = 0.042493, total_loss = 0.282684 \n"," total_bbox = 310593, rewritten_bbox = 1.400547 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812404), count: 8, class_loss = 1.338057, iou_loss = 0.301791, total_loss = 1.639848 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755596), count: 3, class_loss = 0.460413, iou_loss = 0.172136, total_loss = 0.632549 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004769, iou_loss = 0.000000, total_loss = 0.004769 \n"," total_bbox = 310604, rewritten_bbox = 1.400497 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773304), count: 4, class_loss = 0.236900, iou_loss = 0.152164, total_loss = 0.389065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680662), count: 1, class_loss = 0.092562, iou_loss = 0.124170, total_loss = 0.216732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000461, iou_loss = 0.000000, total_loss = 0.000461 \n"," total_bbox = 310609, rewritten_bbox = 1.400475 % \n","\n"," 2170: 0.441989, 0.575854 avg loss, 0.001000 rate, 8.568659 seconds, 138880 images, 3.556679 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 52.43 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: 0.766900), count: 5, class_loss = 0.040487, iou_loss = 0.245097, total_loss = 0.285584 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726295), count: 6, class_loss = 0.508042, iou_loss = 0.357454, total_loss = 0.865496 \n","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 = 310620, rewritten_bbox = 1.400425 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747037), count: 3, class_loss = 0.689851, iou_loss = 0.127047, total_loss = 0.816897 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733462), count: 3, class_loss = 0.308601, iou_loss = 0.339293, total_loss = 0.647894 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.740327), count: 1, class_loss = 0.154819, iou_loss = 0.073882, total_loss = 0.228701 \n"," total_bbox = 310627, rewritten_bbox = 1.400393 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750737), count: 7, class_loss = 1.290286, iou_loss = 0.281974, total_loss = 1.572260 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746161), count: 6, class_loss = 1.070018, iou_loss = 0.338272, total_loss = 1.408290 \n","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 = 310640, rewritten_bbox = 1.400335 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783572), count: 2, class_loss = 0.156963, iou_loss = 0.078601, total_loss = 0.235564 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680672), count: 3, class_loss = 0.617925, iou_loss = 0.443279, total_loss = 1.061203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495342), count: 4, class_loss = 1.251258, iou_loss = 1.517019, total_loss = 2.768277 \n"," total_bbox = 310649, rewritten_bbox = 1.400294 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720515), count: 2, class_loss = 0.087255, iou_loss = 0.101408, total_loss = 0.188663 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662000), count: 10, class_loss = 0.772972, iou_loss = 0.824024, total_loss = 1.596996 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.726439), count: 7, class_loss = 0.762204, iou_loss = 0.648031, total_loss = 1.410234 \n"," total_bbox = 310668, rewritten_bbox = 1.400209 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769864), count: 4, class_loss = 0.503695, iou_loss = 0.182653, total_loss = 0.686348 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683701), count: 1, class_loss = 0.038490, iou_loss = 0.047693, total_loss = 0.086183 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.711422), count: 1, class_loss = 0.085773, iou_loss = 0.075366, total_loss = 0.161140 \n"," total_bbox = 310674, rewritten_bbox = 1.400182 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719181), count: 6, class_loss = 0.823934, iou_loss = 0.340148, total_loss = 1.164083 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836405), count: 3, class_loss = 0.525468, iou_loss = 0.113260, total_loss = 0.638727 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n"," total_bbox = 310683, rewritten_bbox = 1.400463 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827319), count: 6, class_loss = 0.667181, iou_loss = 0.202235, total_loss = 0.869416 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.106855), count: 1, class_loss = 0.252228, iou_loss = 1.097054, total_loss = 1.349282 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000059, iou_loss = 0.000000, total_loss = 0.000059 \n"," total_bbox = 310690, rewritten_bbox = 1.400431 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786957), count: 6, class_loss = 0.588550, iou_loss = 0.368456, total_loss = 0.957006 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880005), count: 2, class_loss = 0.293384, iou_loss = 0.138300, total_loss = 0.431685 \n","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 = 310698, rewritten_bbox = 1.400395 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671051), count: 12, class_loss = 1.862233, iou_loss = 1.496279, total_loss = 3.358512 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683412), count: 1, class_loss = 0.012661, iou_loss = 0.044030, total_loss = 0.056691 \n","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 = 310711, rewritten_bbox = 1.400658 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744735), count: 5, class_loss = 0.298164, iou_loss = 0.398413, total_loss = 0.696577 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.684895), count: 1, class_loss = 0.269237, iou_loss = 0.132813, total_loss = 0.402050 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.015219, iou_loss = 0.000000, total_loss = 0.015219 \n"," total_bbox = 310717, rewritten_bbox = 1.400631 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727431), count: 3, class_loss = 0.075378, iou_loss = 0.140033, total_loss = 0.215411 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789098), count: 3, class_loss = 0.318860, iou_loss = 0.085556, total_loss = 0.404416 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.434037), count: 1, class_loss = 0.351275, iou_loss = 0.386167, total_loss = 0.737442 \n"," total_bbox = 310724, rewritten_bbox = 1.400600 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664471), count: 5, class_loss = 0.840072, iou_loss = 0.441464, total_loss = 1.281536 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000234, iou_loss = 0.000000, total_loss = 0.000234 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.051630), count: 4, class_loss = 1.036931, iou_loss = 5.284823, total_loss = 6.321754 \n"," total_bbox = 310733, rewritten_bbox = 1.400559 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785541), count: 2, class_loss = 0.453960, iou_loss = 0.197072, total_loss = 0.651032 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641203), count: 6, class_loss = 1.223102, iou_loss = 0.957223, total_loss = 2.180325 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775371), count: 2, class_loss = 0.482896, iou_loss = 0.113625, total_loss = 0.596520 \n"," total_bbox = 310743, rewritten_bbox = 1.400514 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817967), count: 4, class_loss = 0.325384, iou_loss = 0.152547, total_loss = 0.477930 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.484563), count: 1, class_loss = 0.185460, iou_loss = 0.195501, total_loss = 0.380960 \n","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 = 310748, rewritten_bbox = 1.400492 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624337), count: 2, class_loss = 0.207912, iou_loss = 0.210947, total_loss = 0.418859 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742561), count: 4, class_loss = 0.997787, iou_loss = 0.504402, total_loss = 1.502189 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011664, iou_loss = 0.000000, total_loss = 0.011664 \n"," total_bbox = 310754, rewritten_bbox = 1.400465 % \n","\n"," 2171: 0.815406, 0.599809 avg loss, 0.001000 rate, 3.672029 seconds, 138944 images, 3.564670 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: 0.623624), count: 4, class_loss = 0.456389, iou_loss = 0.438322, total_loss = 0.894711 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730422), count: 3, class_loss = 0.408464, iou_loss = 0.189314, total_loss = 0.597779 \n","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 = 310761, rewritten_bbox = 1.400433 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722891), count: 4, class_loss = 0.408726, iou_loss = 0.174185, total_loss = 0.582912 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747032), count: 2, class_loss = 0.183693, iou_loss = 0.190354, total_loss = 0.374046 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000801, iou_loss = 0.000000, total_loss = 0.000801 \n"," total_bbox = 310767, rewritten_bbox = 1.400406 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734478), count: 7, class_loss = 0.814972, iou_loss = 0.417274, total_loss = 1.232246 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745375), count: 2, class_loss = 0.378595, iou_loss = 0.117536, total_loss = 0.496130 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.035687, iou_loss = 0.000000, total_loss = 0.035687 \n"," total_bbox = 310776, rewritten_bbox = 1.400366 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740616), count: 8, class_loss = 1.177258, iou_loss = 0.464813, total_loss = 1.642071 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754954), count: 8, class_loss = 1.462411, iou_loss = 0.623754, total_loss = 2.086165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.547198), count: 5, class_loss = 1.067951, iou_loss = 0.837896, total_loss = 1.905846 \n"," total_bbox = 310797, rewritten_bbox = 1.400271 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729649), count: 2, class_loss = 0.289235, iou_loss = 0.184075, total_loss = 0.473310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765476), count: 2, class_loss = 0.280116, iou_loss = 0.134624, total_loss = 0.414740 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699813), count: 2, class_loss = 0.510226, iou_loss = 0.243373, total_loss = 0.753600 \n"," total_bbox = 310803, rewritten_bbox = 1.400244 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732735), count: 5, class_loss = 0.357333, iou_loss = 0.186481, total_loss = 0.543814 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782181), count: 5, class_loss = 0.707803, iou_loss = 0.223710, total_loss = 0.931513 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.520671), count: 4, class_loss = 0.938935, iou_loss = 0.719141, total_loss = 1.658076 \n"," total_bbox = 310817, rewritten_bbox = 1.400181 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743657), count: 3, class_loss = 0.321911, iou_loss = 0.143217, total_loss = 0.465128 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759469), count: 2, class_loss = 0.361929, iou_loss = 0.174567, total_loss = 0.536496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005229, iou_loss = 0.000000, total_loss = 0.005229 \n"," total_bbox = 310822, rewritten_bbox = 1.400158 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837989), count: 5, class_loss = 0.272082, iou_loss = 0.083165, total_loss = 0.355247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688925), count: 3, class_loss = 0.449451, iou_loss = 0.326885, total_loss = 0.776336 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000460, iou_loss = 0.000000, total_loss = 0.000460 \n"," total_bbox = 310830, rewritten_bbox = 1.400122 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792959), count: 5, class_loss = 0.618477, iou_loss = 0.169292, total_loss = 0.787768 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801956), count: 5, class_loss = 0.065897, iou_loss = 0.189447, total_loss = 0.255344 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001154, iou_loss = 0.000000, total_loss = 0.001154 \n"," total_bbox = 310840, rewritten_bbox = 1.400077 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737670), count: 6, class_loss = 1.126726, iou_loss = 0.342133, total_loss = 1.468858 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743321), count: 2, class_loss = 0.444026, iou_loss = 0.299118, total_loss = 0.743144 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n"," total_bbox = 310848, rewritten_bbox = 1.400041 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784083), count: 4, class_loss = 0.162748, iou_loss = 0.174240, total_loss = 0.336988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804716), count: 2, class_loss = 0.232212, iou_loss = 0.065893, total_loss = 0.298105 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.164711), count: 1, class_loss = 0.250146, iou_loss = 0.653548, total_loss = 0.903694 \n"," total_bbox = 310855, rewritten_bbox = 1.400010 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767210), count: 4, class_loss = 0.196412, iou_loss = 0.131954, total_loss = 0.328366 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729507), count: 6, class_loss = 0.712553, iou_loss = 0.432185, total_loss = 1.144738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.779909), count: 1, class_loss = 0.191096, iou_loss = 0.029462, total_loss = 0.220559 \n"," total_bbox = 310866, rewritten_bbox = 1.399960 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732123), count: 5, class_loss = 0.891118, iou_loss = 0.238973, total_loss = 1.130091 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638249), count: 6, class_loss = 1.129137, iou_loss = 0.954275, total_loss = 2.083411 \n","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 = 310877, rewritten_bbox = 1.399911 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783075), count: 2, class_loss = 0.180307, iou_loss = 0.076947, total_loss = 0.257254 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783106), count: 2, class_loss = 0.225692, iou_loss = 0.108691, total_loss = 0.334383 \n","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 = 310881, rewritten_bbox = 1.399893 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759742), count: 6, class_loss = 0.552510, iou_loss = 0.327286, total_loss = 0.879797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.606731), count: 1, class_loss = 0.179295, iou_loss = 0.115383, total_loss = 0.294678 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.590939), count: 4, class_loss = 0.720434, iou_loss = 0.749027, total_loss = 1.469461 \n"," total_bbox = 310892, rewritten_bbox = 1.399843 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735387), count: 4, class_loss = 0.123966, iou_loss = 0.197986, total_loss = 0.321952 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.644585), count: 4, class_loss = 0.685688, iou_loss = 0.482525, total_loss = 1.168212 \n","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 = 310900, rewritten_bbox = 1.400129 % \n","\n"," 2172: 0.649805, 0.604809 avg loss, 0.001000 rate, 3.705841 seconds, 139008 images, 3.547679 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: 0.714358), count: 4, class_loss = 0.424146, iou_loss = 0.325814, total_loss = 0.749960 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662450), count: 3, class_loss = 0.440438, iou_loss = 0.469919, total_loss = 0.910358 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670495), count: 1, class_loss = 0.068435, iou_loss = 0.077019, total_loss = 0.145454 \n"," total_bbox = 310908, rewritten_bbox = 1.400093 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769240), count: 4, class_loss = 0.560264, iou_loss = 0.152239, total_loss = 0.712503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.019448, iou_loss = 0.000000, total_loss = 0.019448 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.638191), count: 1, class_loss = 0.236743, iou_loss = 0.102602, total_loss = 0.339345 \n"," total_bbox = 310913, rewritten_bbox = 1.400070 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777610), count: 5, class_loss = 0.608865, iou_loss = 0.186362, total_loss = 0.795227 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855551), count: 2, class_loss = 0.505632, iou_loss = 0.044736, total_loss = 0.550368 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513680), count: 2, class_loss = 0.355083, iou_loss = 0.392694, total_loss = 0.747777 \n"," total_bbox = 310922, rewritten_bbox = 1.400030 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778594), count: 2, class_loss = 0.397395, iou_loss = 0.060657, total_loss = 0.458052 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791767), count: 3, class_loss = 0.505132, iou_loss = 0.222729, total_loss = 0.727861 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005301, iou_loss = 0.000000, total_loss = 0.005301 \n"," total_bbox = 310927, rewritten_bbox = 1.400007 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789202), count: 4, class_loss = 0.497789, iou_loss = 0.454031, total_loss = 0.951821 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009726, iou_loss = 0.000000, total_loss = 0.009726 \n","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 = 310931, rewritten_bbox = 1.399989 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841054), count: 7, class_loss = 0.666795, iou_loss = 0.179898, total_loss = 0.846694 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799671), count: 2, class_loss = 0.384706, iou_loss = 0.080702, total_loss = 0.465408 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000059, iou_loss = 0.000000, total_loss = 0.000059 \n"," total_bbox = 310940, rewritten_bbox = 1.399949 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728106), count: 3, class_loss = 0.769476, iou_loss = 0.127039, total_loss = 0.896515 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754502), count: 2, class_loss = 0.581797, iou_loss = 0.105850, total_loss = 0.687647 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.020529, iou_loss = 0.000000, total_loss = 0.020529 \n"," total_bbox = 310945, rewritten_bbox = 1.399926 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685972), count: 7, class_loss = 0.583037, iou_loss = 0.905964, total_loss = 1.489001 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728838), count: 2, class_loss = 0.105945, iou_loss = 0.183247, total_loss = 0.289192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000054, iou_loss = 0.000000, total_loss = 0.000054 \n"," total_bbox = 310954, rewritten_bbox = 1.400207 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710929), count: 5, class_loss = 1.147538, iou_loss = 0.273171, total_loss = 1.420709 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701807), count: 5, class_loss = 0.717995, iou_loss = 0.341760, total_loss = 1.059755 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000114, iou_loss = 0.000000, total_loss = 0.000114 \n"," total_bbox = 310964, rewritten_bbox = 1.400162 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696786), count: 5, class_loss = 0.375002, iou_loss = 0.391049, total_loss = 0.766051 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795406), count: 2, class_loss = 0.227747, iou_loss = 0.075463, total_loss = 0.303210 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000076, iou_loss = 0.000000, total_loss = 0.000076 \n"," total_bbox = 310971, rewritten_bbox = 1.400452 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735552), count: 4, class_loss = 0.253189, iou_loss = 0.130181, total_loss = 0.383370 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727775), count: 4, class_loss = 0.626942, iou_loss = 0.300016, total_loss = 0.926958 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008066, iou_loss = 0.000000, total_loss = 0.008066 \n"," total_bbox = 310979, rewritten_bbox = 1.400738 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786865), count: 3, class_loss = 0.206253, iou_loss = 0.102424, total_loss = 0.308677 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.629595), count: 7, class_loss = 1.172839, iou_loss = 0.920210, total_loss = 2.093049 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.702106), count: 5, class_loss = 1.170716, iou_loss = 0.461328, total_loss = 1.632044 \n"," total_bbox = 310994, rewritten_bbox = 1.400670 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672349), count: 2, class_loss = 0.208235, iou_loss = 0.129797, total_loss = 0.338032 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677420), count: 5, class_loss = 0.761205, iou_loss = 0.531388, total_loss = 1.292593 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.547391), count: 2, class_loss = 0.369828, iou_loss = 0.267044, total_loss = 0.636872 \n"," total_bbox = 311003, rewritten_bbox = 1.400630 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765325), count: 4, class_loss = 0.862067, iou_loss = 0.126083, total_loss = 0.988149 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773285), count: 2, class_loss = 0.227676, iou_loss = 0.134684, total_loss = 0.362360 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.579609), count: 1, class_loss = 0.035049, iou_loss = 0.106126, total_loss = 0.141176 \n"," total_bbox = 311010, rewritten_bbox = 1.400598 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737751), count: 6, class_loss = 0.656501, iou_loss = 0.253380, total_loss = 0.909881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692031), count: 2, class_loss = 0.763418, iou_loss = 0.189674, total_loss = 0.953092 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.564339), count: 2, class_loss = 0.472079, iou_loss = 0.418753, total_loss = 0.890832 \n"," total_bbox = 311020, rewritten_bbox = 1.400553 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689449), count: 2, class_loss = 0.493047, iou_loss = 0.183893, total_loss = 0.676940 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769827), count: 6, class_loss = 0.905094, iou_loss = 0.437436, total_loss = 1.342530 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.688617), count: 2, class_loss = 0.285361, iou_loss = 0.143152, total_loss = 0.428513 \n"," total_bbox = 311030, rewritten_bbox = 1.400508 % \n","\n"," 2173: 0.618368, 0.606165 avg loss, 0.001000 rate, 3.741847 seconds, 139072 images, 3.531021 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734138), count: 3, class_loss = 0.361426, iou_loss = 0.149657, total_loss = 0.511083 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805588), count: 1, class_loss = 0.241639, iou_loss = 0.067131, total_loss = 0.308770 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.672763), count: 2, class_loss = 0.366855, iou_loss = 0.153875, total_loss = 0.520730 \n"," total_bbox = 311036, rewritten_bbox = 1.400481 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837094), count: 2, class_loss = 0.109733, iou_loss = 0.055104, total_loss = 0.164836 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762301), count: 2, class_loss = 0.613469, iou_loss = 0.124261, total_loss = 0.737731 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000200, iou_loss = 0.000000, total_loss = 0.000200 \n"," total_bbox = 311040, rewritten_bbox = 1.400463 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707353), count: 4, class_loss = 0.393359, iou_loss = 0.483177, total_loss = 0.876536 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.035201, iou_loss = 0.000000, total_loss = 0.035201 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.740871), count: 1, class_loss = 0.039980, iou_loss = 0.044776, total_loss = 0.084756 \n"," total_bbox = 311045, rewritten_bbox = 1.400762 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.392421, iou_loss = 0.000000, total_loss = 0.392421 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689753), count: 16, class_loss = 1.762331, iou_loss = 1.607622, total_loss = 3.369953 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521343), count: 3, class_loss = 0.505160, iou_loss = 1.005571, total_loss = 1.510731 \n"," total_bbox = 311064, rewritten_bbox = 1.400676 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753985), count: 3, class_loss = 0.453648, iou_loss = 0.136303, total_loss = 0.589951 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773884), count: 4, class_loss = 0.618931, iou_loss = 0.223788, total_loss = 0.842720 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.533611), count: 1, class_loss = 0.162089, iou_loss = 0.138136, total_loss = 0.300225 \n"," total_bbox = 311072, rewritten_bbox = 1.400640 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709963), count: 5, class_loss = 0.541655, iou_loss = 0.405227, total_loss = 0.946882 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.942248), count: 1, class_loss = 0.146960, iou_loss = 0.001787, total_loss = 0.148746 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000638, iou_loss = 0.000000, total_loss = 0.000638 \n"," total_bbox = 311078, rewritten_bbox = 1.400613 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727717), count: 6, class_loss = 0.454190, iou_loss = 0.363702, total_loss = 0.817892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680017), count: 1, class_loss = 0.006113, iou_loss = 0.053492, total_loss = 0.059605 \n","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 = 311085, rewritten_bbox = 1.400582 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747060), count: 3, class_loss = 0.285024, iou_loss = 0.143869, total_loss = 0.428893 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.536521), count: 4, class_loss = 0.800980, iou_loss = 0.665450, total_loss = 1.466430 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.655398), count: 4, class_loss = 0.955573, iou_loss = 0.686993, total_loss = 1.642566 \n"," total_bbox = 311096, rewritten_bbox = 1.400532 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763302), count: 7, class_loss = 0.370662, iou_loss = 0.353806, total_loss = 0.724468 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722365), count: 7, class_loss = 0.844647, iou_loss = 0.877775, total_loss = 1.722421 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.032207, iou_loss = 0.000000, total_loss = 0.032207 \n"," total_bbox = 311110, rewritten_bbox = 1.400469 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883140), count: 2, class_loss = 0.302983, iou_loss = 0.031880, total_loss = 0.334863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742294), count: 2, class_loss = 0.546510, iou_loss = 0.093556, total_loss = 0.640066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.075816, iou_loss = 0.000000, total_loss = 0.075816 \n"," total_bbox = 311114, rewritten_bbox = 1.400451 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.675650), count: 5, class_loss = 0.245602, iou_loss = 0.489464, total_loss = 0.735066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754261), count: 21, class_loss = 1.968612, iou_loss = 1.178631, total_loss = 3.147244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.631065), count: 3, class_loss = 0.674223, iou_loss = 0.407964, total_loss = 1.082188 \n"," total_bbox = 311143, rewritten_bbox = 1.400321 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746502), count: 7, class_loss = 0.249843, iou_loss = 0.368210, total_loss = 0.618053 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842714), count: 2, class_loss = 0.305252, iou_loss = 0.075979, total_loss = 0.381231 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000107, iou_loss = 0.000000, total_loss = 0.000107 \n"," total_bbox = 311152, rewritten_bbox = 1.400280 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828038), count: 3, class_loss = 0.297051, iou_loss = 0.086087, total_loss = 0.383139 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746119), count: 5, class_loss = 0.321185, iou_loss = 0.203428, total_loss = 0.524613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.680410), count: 3, class_loss = 0.523054, iou_loss = 0.181276, total_loss = 0.704330 \n"," total_bbox = 311163, rewritten_bbox = 1.400231 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837449), count: 4, class_loss = 0.283058, iou_loss = 0.139231, total_loss = 0.422289 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665208), count: 11, class_loss = 1.426171, iou_loss = 1.664815, total_loss = 3.090986 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.617825), count: 2, class_loss = 0.582753, iou_loss = 0.478549, total_loss = 1.061301 \n"," total_bbox = 311180, rewritten_bbox = 1.400476 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842433), count: 3, class_loss = 0.202981, iou_loss = 0.044277, total_loss = 0.247258 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807516), count: 4, class_loss = 0.272636, iou_loss = 0.130030, total_loss = 0.402666 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002235, iou_loss = 0.000000, total_loss = 0.002235 \n"," total_bbox = 311187, rewritten_bbox = 1.400444 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751014), count: 4, class_loss = 0.345974, iou_loss = 0.225556, total_loss = 0.571530 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801883), count: 1, class_loss = 0.335075, iou_loss = 0.025146, total_loss = 0.360221 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.715161), count: 5, class_loss = 0.814503, iou_loss = 0.391618, total_loss = 1.206121 \n"," total_bbox = 311197, rewritten_bbox = 1.400399 % \n","\n"," 2174: 0.713082, 0.616856 avg loss, 0.001000 rate, 3.720334 seconds, 139136 images, 3.514701 hours left\n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795436), count: 3, class_loss = 0.424793, iou_loss = 0.105207, total_loss = 0.530000 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759741), count: 5, class_loss = 0.546634, iou_loss = 0.377849, total_loss = 0.924483 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513388), count: 2, class_loss = 0.775228, iou_loss = 0.453927, total_loss = 1.229155 \n"," total_bbox = 311207, rewritten_bbox = 1.400354 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809474), count: 6, class_loss = 0.526869, iou_loss = 0.230814, total_loss = 0.757683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709959), count: 4, class_loss = 0.847887, iou_loss = 0.253436, total_loss = 1.101323 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004919, iou_loss = 0.000000, total_loss = 0.004919 \n"," total_bbox = 311217, rewritten_bbox = 1.400309 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672713), count: 2, class_loss = 0.241424, iou_loss = 0.122258, total_loss = 0.363682 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758394), count: 7, class_loss = 1.195076, iou_loss = 0.320393, total_loss = 1.515469 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.720856), count: 10, class_loss = 1.249549, iou_loss = 0.702455, total_loss = 1.952003 \n"," total_bbox = 311236, rewritten_bbox = 1.400224 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770975), count: 4, class_loss = 0.400529, iou_loss = 0.098935, total_loss = 0.499463 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.667549), count: 2, class_loss = 0.211203, iou_loss = 0.168598, total_loss = 0.379801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.643775), count: 2, class_loss = 0.483414, iou_loss = 0.364924, total_loss = 0.848338 \n"," total_bbox = 311244, rewritten_bbox = 1.400188 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846489), count: 4, class_loss = 0.330249, iou_loss = 0.160441, total_loss = 0.490690 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708120), count: 4, class_loss = 0.467550, iou_loss = 0.450449, total_loss = 0.917999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000427, iou_loss = 0.000000, total_loss = 0.000427 \n"," total_bbox = 311252, rewritten_bbox = 1.400152 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793713), count: 2, class_loss = 0.141024, iou_loss = 0.140197, total_loss = 0.281221 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771952), count: 2, class_loss = 0.043942, iou_loss = 0.181364, total_loss = 0.225306 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004379, iou_loss = 0.000000, total_loss = 0.004379 \n"," total_bbox = 311256, rewritten_bbox = 1.400134 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848538), count: 4, class_loss = 0.669554, iou_loss = 0.101005, total_loss = 0.770559 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751771), count: 3, class_loss = 0.546163, iou_loss = 0.232555, total_loss = 0.778717 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011662, iou_loss = 0.000000, total_loss = 0.011662 \n"," total_bbox = 311263, rewritten_bbox = 1.400102 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851065), count: 2, class_loss = 0.069540, iou_loss = 0.025583, total_loss = 0.095123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851784), count: 3, class_loss = 0.327593, iou_loss = 0.046844, total_loss = 0.374437 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.608117), count: 1, class_loss = 0.213926, iou_loss = 0.241946, total_loss = 0.455872 \n"," total_bbox = 311269, rewritten_bbox = 1.400075 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780152), count: 6, class_loss = 0.728544, iou_loss = 0.244250, total_loss = 0.972794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819662), count: 2, class_loss = 0.284399, iou_loss = 0.060361, total_loss = 0.344760 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001065, iou_loss = 0.000000, total_loss = 0.001065 \n"," total_bbox = 311277, rewritten_bbox = 1.400039 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780876), count: 3, class_loss = 0.612851, iou_loss = 0.082847, total_loss = 0.695698 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784018), count: 2, class_loss = 0.305965, iou_loss = 0.050060, total_loss = 0.356026 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000165, iou_loss = 0.000000, total_loss = 0.000165 \n"," total_bbox = 311282, rewritten_bbox = 1.400017 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820949), count: 3, class_loss = 0.275730, iou_loss = 0.054227, total_loss = 0.329957 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682613), count: 3, class_loss = 0.816465, iou_loss = 0.215881, total_loss = 1.032346 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.706379), count: 7, class_loss = 1.181063, iou_loss = 0.563908, total_loss = 1.744971 \n"," total_bbox = 311295, rewritten_bbox = 1.399958 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752565), count: 4, class_loss = 0.400310, iou_loss = 0.282085, total_loss = 0.682395 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728077), count: 7, class_loss = 1.300086, iou_loss = 0.705678, total_loss = 2.005764 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000318, iou_loss = 0.000000, total_loss = 0.000318 \n"," total_bbox = 311306, rewritten_bbox = 1.399909 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755172), count: 5, class_loss = 0.276046, iou_loss = 0.214856, total_loss = 0.490902 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.679590), count: 3, class_loss = 0.866259, iou_loss = 0.334390, total_loss = 1.200649 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022458, iou_loss = 0.000000, total_loss = 0.022458 \n"," total_bbox = 311314, rewritten_bbox = 1.399873 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695697), count: 3, class_loss = 0.166244, iou_loss = 0.269276, total_loss = 0.435520 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738706), count: 7, class_loss = 1.019476, iou_loss = 0.335354, total_loss = 1.354830 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013513, iou_loss = 0.000000, total_loss = 0.013513 \n"," total_bbox = 311324, rewritten_bbox = 1.399828 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708444), count: 5, class_loss = 0.845349, iou_loss = 0.313650, total_loss = 1.158999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.649709), count: 2, class_loss = 0.161318, iou_loss = 0.220950, total_loss = 0.382268 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006255, iou_loss = 0.000000, total_loss = 0.006255 \n"," total_bbox = 311331, rewritten_bbox = 1.399796 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680558), count: 5, class_loss = 0.940294, iou_loss = 0.444923, total_loss = 1.385217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678690), count: 9, class_loss = 2.314635, iou_loss = 0.938218, total_loss = 3.252853 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n"," total_bbox = 311345, rewritten_bbox = 1.399733 % \n","\n"," 2175: 0.674635, 0.622634 avg loss, 0.001000 rate, 3.732276 seconds, 139200 images, 3.498424 hours left\n","Loaded: 0.000046 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808529), count: 6, class_loss = 0.274069, iou_loss = 0.159434, total_loss = 0.433503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740526), count: 8, class_loss = 0.931940, iou_loss = 0.535637, total_loss = 1.467578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012100, iou_loss = 0.000000, total_loss = 0.012100 \n"," total_bbox = 311359, rewritten_bbox = 1.399992 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713098), count: 7, class_loss = 1.026305, iou_loss = 0.834274, total_loss = 1.860579 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.664091), count: 11, class_loss = 1.159799, iou_loss = 1.208755, total_loss = 2.368554 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.658962), count: 1, class_loss = 0.078407, iou_loss = 0.044757, total_loss = 0.123163 \n"," total_bbox = 311378, rewritten_bbox = 1.400227 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734471), count: 3, class_loss = 0.662071, iou_loss = 0.177645, total_loss = 0.839716 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.633902), count: 3, class_loss = 0.933508, iou_loss = 0.393410, total_loss = 1.326918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000618, iou_loss = 0.000000, total_loss = 0.000618 \n"," total_bbox = 311384, rewritten_bbox = 1.400522 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837338), count: 4, class_loss = 0.067541, iou_loss = 0.090472, total_loss = 0.158013 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806954), count: 2, class_loss = 0.446741, iou_loss = 0.053697, total_loss = 0.500438 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000847, iou_loss = 0.000000, total_loss = 0.000847 \n"," total_bbox = 311390, rewritten_bbox = 1.400495 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755442), count: 3, class_loss = 0.150491, iou_loss = 0.102908, total_loss = 0.253400 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728000), count: 3, class_loss = 0.689432, iou_loss = 0.214300, total_loss = 0.903732 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019546, iou_loss = 0.000000, total_loss = 0.019546 \n"," total_bbox = 311395, rewritten_bbox = 1.400472 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787281), count: 7, class_loss = 0.560022, iou_loss = 0.286403, total_loss = 0.846425 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737691), count: 2, class_loss = 0.784194, iou_loss = 0.301982, total_loss = 1.086176 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.902231), count: 1, class_loss = 0.045484, iou_loss = 0.014367, total_loss = 0.059852 \n"," total_bbox = 311405, rewritten_bbox = 1.400427 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786305), count: 5, class_loss = 0.467460, iou_loss = 0.144963, total_loss = 0.612423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.031117, iou_loss = 0.000000, total_loss = 0.031117 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000319, iou_loss = 0.000000, total_loss = 0.000319 \n"," total_bbox = 311410, rewritten_bbox = 1.400405 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793539), count: 1, class_loss = 0.556261, iou_loss = 0.029453, total_loss = 0.585713 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722122), count: 3, class_loss = 0.735060, iou_loss = 0.198740, total_loss = 0.933801 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573129), count: 5, class_loss = 1.026302, iou_loss = 0.748180, total_loss = 1.774482 \n"," total_bbox = 311419, rewritten_bbox = 1.400364 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764772), count: 4, class_loss = 0.613848, iou_loss = 0.160839, total_loss = 0.774687 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770602), count: 5, class_loss = 0.701767, iou_loss = 0.309601, total_loss = 1.011368 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.466962), count: 1, class_loss = 0.219696, iou_loss = 0.259924, total_loss = 0.479619 \n"," total_bbox = 311429, rewritten_bbox = 1.400319 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804352), count: 4, class_loss = 0.273994, iou_loss = 0.180855, total_loss = 0.454849 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688339), count: 5, class_loss = 0.511116, iou_loss = 0.472970, total_loss = 0.984086 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019959, iou_loss = 0.000000, total_loss = 0.019959 \n"," total_bbox = 311438, rewritten_bbox = 1.400279 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816935), count: 8, class_loss = 0.447406, iou_loss = 0.302043, total_loss = 0.749449 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643437), count: 1, class_loss = 0.202889, iou_loss = 0.065006, total_loss = 0.267895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000144, iou_loss = 0.000000, total_loss = 0.000144 \n"," total_bbox = 311447, rewritten_bbox = 1.400238 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849053), count: 4, class_loss = 0.101371, iou_loss = 0.076686, total_loss = 0.178057 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628658), count: 1, class_loss = 0.301133, iou_loss = 0.074895, total_loss = 0.376028 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005526, iou_loss = 0.000000, total_loss = 0.005526 \n"," total_bbox = 311452, rewritten_bbox = 1.400216 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784392), count: 3, class_loss = 0.489882, iou_loss = 0.192422, total_loss = 0.682305 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660599), count: 3, class_loss = 0.674913, iou_loss = 0.328692, total_loss = 1.003605 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007438, iou_loss = 0.000000, total_loss = 0.007438 \n"," total_bbox = 311458, rewritten_bbox = 1.400189 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799216), count: 3, class_loss = 0.323753, iou_loss = 0.051791, total_loss = 0.375544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676422), count: 1, class_loss = 0.303203, iou_loss = 0.074953, total_loss = 0.378157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002573, iou_loss = 0.000000, total_loss = 0.002573 \n"," total_bbox = 311462, rewritten_bbox = 1.400171 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669589), count: 4, class_loss = 0.787963, iou_loss = 0.361507, total_loss = 1.149470 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868460), count: 2, class_loss = 0.388865, iou_loss = 0.267164, total_loss = 0.656029 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.490919), count: 2, class_loss = 0.416984, iou_loss = 0.458087, total_loss = 0.875071 \n"," total_bbox = 311470, rewritten_bbox = 1.400135 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820833), count: 3, class_loss = 0.106905, iou_loss = 0.061157, total_loss = 0.168062 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719670), count: 5, class_loss = 0.621241, iou_loss = 0.491243, total_loss = 1.112484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002887, iou_loss = 0.000000, total_loss = 0.002887 \n"," total_bbox = 311478, rewritten_bbox = 1.400420 % \n","\n"," 2176: 0.581548, 0.618526 avg loss, 0.001000 rate, 3.703432 seconds, 139264 images, 3.482361 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: 0.692830), count: 3, class_loss = 0.088788, iou_loss = 0.192041, total_loss = 0.280829 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730440), count: 4, class_loss = 0.224099, iou_loss = 0.251225, total_loss = 0.475324 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.059105, iou_loss = 0.000000, total_loss = 0.059105 \n"," total_bbox = 311485, rewritten_bbox = 1.400388 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789432), count: 2, class_loss = 0.290349, iou_loss = 0.051528, total_loss = 0.341877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704512), count: 5, class_loss = 0.461301, iou_loss = 0.470856, total_loss = 0.932157 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.797657), count: 3, class_loss = 0.605729, iou_loss = 0.123501, total_loss = 0.729230 \n"," total_bbox = 311495, rewritten_bbox = 1.400344 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831031), count: 6, class_loss = 0.686331, iou_loss = 0.120428, total_loss = 0.806759 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782943), count: 5, class_loss = 1.144581, iou_loss = 0.345350, total_loss = 1.489931 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.644304), count: 2, class_loss = 0.175225, iou_loss = 0.146941, total_loss = 0.322166 \n"," total_bbox = 311508, rewritten_bbox = 1.400285 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911595), count: 2, class_loss = 0.034829, iou_loss = 0.020903, total_loss = 0.055733 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575781), count: 1, class_loss = 0.109654, iou_loss = 0.130873, total_loss = 0.240527 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670507), count: 2, class_loss = 0.376289, iou_loss = 0.140618, total_loss = 0.516907 \n"," total_bbox = 311513, rewritten_bbox = 1.400263 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809833), count: 5, class_loss = 0.846223, iou_loss = 0.227383, total_loss = 1.073606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715174), count: 10, class_loss = 0.877486, iou_loss = 0.620023, total_loss = 1.497510 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.050953, iou_loss = 0.000000, total_loss = 0.050953 \n"," total_bbox = 311528, rewritten_bbox = 1.400195 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797351), count: 5, class_loss = 0.205159, iou_loss = 0.303579, total_loss = 0.508738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808813), count: 2, class_loss = 0.261353, iou_loss = 0.112316, total_loss = 0.373670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.691131), count: 1, class_loss = 0.030247, iou_loss = 0.052003, total_loss = 0.082250 \n"," total_bbox = 311536, rewritten_bbox = 1.400159 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815383), count: 2, class_loss = 0.165156, iou_loss = 0.036244, total_loss = 0.201400 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731211), count: 13, class_loss = 2.027608, iou_loss = 1.044083, total_loss = 3.071692 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.676600), count: 5, class_loss = 0.895294, iou_loss = 0.377670, total_loss = 1.272964 \n"," total_bbox = 311556, rewritten_bbox = 1.400069 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821117), count: 5, class_loss = 0.513308, iou_loss = 0.186869, total_loss = 0.700177 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.523485), count: 1, class_loss = 0.323745, iou_loss = 0.222751, total_loss = 0.546496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001874, iou_loss = 0.000000, total_loss = 0.001874 \n"," total_bbox = 311562, rewritten_bbox = 1.400042 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747283), count: 5, class_loss = 0.479675, iou_loss = 0.351224, total_loss = 0.830899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677967), count: 2, class_loss = 0.291325, iou_loss = 0.159908, total_loss = 0.451233 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.450107), count: 3, class_loss = 0.721067, iou_loss = 1.470393, total_loss = 2.191460 \n"," total_bbox = 311572, rewritten_bbox = 1.400318 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694524), count: 3, class_loss = 0.280993, iou_loss = 0.136970, total_loss = 0.417963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622143), count: 17, class_loss = 2.776036, iou_loss = 1.295296, total_loss = 4.071332 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.444767), count: 11, class_loss = 3.287562, iou_loss = 2.366661, total_loss = 5.654223 \n"," total_bbox = 311603, rewritten_bbox = 1.400179 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813083), count: 5, class_loss = 0.462988, iou_loss = 0.131356, total_loss = 0.594344 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575814), count: 3, class_loss = 0.716211, iou_loss = 0.373729, total_loss = 1.089940 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.074036, iou_loss = 0.000000, total_loss = 0.074036 \n"," total_bbox = 311611, rewritten_bbox = 1.400143 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788843), count: 2, class_loss = 0.136353, iou_loss = 0.054794, total_loss = 0.191146 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.651449), count: 3, class_loss = 0.346412, iou_loss = 0.243659, total_loss = 0.590071 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.664023), count: 5, class_loss = 0.634397, iou_loss = 0.546489, total_loss = 1.180886 \n"," total_bbox = 311621, rewritten_bbox = 1.400098 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722605), count: 4, class_loss = 0.017811, iou_loss = 0.244490, total_loss = 0.262301 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800702), count: 1, class_loss = 0.212769, iou_loss = 0.028968, total_loss = 0.241737 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003953, iou_loss = 0.000000, total_loss = 0.003953 \n"," total_bbox = 311626, rewritten_bbox = 1.400076 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759977), count: 11, class_loss = 1.195226, iou_loss = 0.547196, total_loss = 1.742422 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600104), count: 2, class_loss = 0.736968, iou_loss = 0.287610, total_loss = 1.024578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006717, iou_loss = 0.000000, total_loss = 0.006717 \n"," total_bbox = 311639, rewritten_bbox = 1.400017 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829401), count: 7, class_loss = 0.270910, iou_loss = 0.208263, total_loss = 0.479174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743298), count: 1, class_loss = 0.047760, iou_loss = 0.046049, total_loss = 0.093809 \n","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 = 311647, rewritten_bbox = 1.399981 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795621), count: 4, class_loss = 0.227720, iou_loss = 0.165484, total_loss = 0.393203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682389), count: 4, class_loss = 0.400789, iou_loss = 0.246375, total_loss = 0.647164 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.802889), count: 2, class_loss = 0.253991, iou_loss = 0.055823, total_loss = 0.309814 \n"," total_bbox = 311657, rewritten_bbox = 1.399936 % \n","\n"," 2177: 0.795300, 0.636203 avg loss, 0.001000 rate, 3.736215 seconds, 139328 images, 3.466302 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: 0.757883), count: 4, class_loss = 0.211053, iou_loss = 0.165818, total_loss = 0.376871 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.671715), count: 4, class_loss = 0.518462, iou_loss = 0.441587, total_loss = 0.960049 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495279), count: 2, class_loss = 0.544931, iou_loss = 0.734447, total_loss = 1.279378 \n"," total_bbox = 311667, rewritten_bbox = 1.399891 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720715), count: 5, class_loss = 0.655563, iou_loss = 0.313355, total_loss = 0.968918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692255), count: 2, class_loss = 0.352942, iou_loss = 0.216561, total_loss = 0.569503 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.021607, iou_loss = 0.000000, total_loss = 0.021607 \n"," total_bbox = 311674, rewritten_bbox = 1.399860 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802896), count: 4, class_loss = 0.075045, iou_loss = 0.110961, total_loss = 0.186005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756740), count: 4, class_loss = 0.493647, iou_loss = 0.153287, total_loss = 0.646934 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003519, iou_loss = 0.000000, total_loss = 0.003519 \n"," total_bbox = 311682, rewritten_bbox = 1.399824 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751607), count: 5, class_loss = 0.544076, iou_loss = 0.195379, total_loss = 0.739454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800878), count: 7, class_loss = 1.009962, iou_loss = 0.244849, total_loss = 1.254811 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000679, iou_loss = 0.000000, total_loss = 0.000679 \n"," total_bbox = 311694, rewritten_bbox = 1.399770 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715137), count: 5, class_loss = 0.593050, iou_loss = 0.306346, total_loss = 0.899396 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.672463), count: 3, class_loss = 0.729956, iou_loss = 0.374901, total_loss = 1.104857 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.448427), count: 7, class_loss = 1.664794, iou_loss = 2.752609, total_loss = 4.417403 \n"," total_bbox = 311709, rewritten_bbox = 1.399703 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766690), count: 8, class_loss = 0.269781, iou_loss = 0.526620, total_loss = 0.796401 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785728), count: 3, class_loss = 0.170196, iou_loss = 0.120187, total_loss = 0.290383 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001277, iou_loss = 0.000000, total_loss = 0.001277 \n"," total_bbox = 311720, rewritten_bbox = 1.400295 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.853161), count: 3, class_loss = 0.210622, iou_loss = 0.106218, total_loss = 0.316840 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674863), count: 4, class_loss = 0.846830, iou_loss = 0.603235, total_loss = 1.450065 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004866, iou_loss = 0.000000, total_loss = 0.004866 \n"," total_bbox = 311727, rewritten_bbox = 1.400264 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848365), count: 4, class_loss = 0.309179, iou_loss = 0.079688, total_loss = 0.388867 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806965), count: 1, class_loss = 0.304438, iou_loss = 0.033060, total_loss = 0.337498 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000487, iou_loss = 0.000000, total_loss = 0.000487 \n"," total_bbox = 311732, rewritten_bbox = 1.400241 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793118), count: 6, class_loss = 0.664898, iou_loss = 0.240361, total_loss = 0.905259 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.649349), count: 2, class_loss = 0.417841, iou_loss = 0.166543, total_loss = 0.584384 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000318, iou_loss = 0.000000, total_loss = 0.000318 \n"," total_bbox = 311740, rewritten_bbox = 1.400205 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788894), count: 4, class_loss = 0.165121, iou_loss = 0.188008, total_loss = 0.353129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.656650), count: 6, class_loss = 0.859178, iou_loss = 0.626464, total_loss = 1.485642 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647240), count: 4, class_loss = 0.910387, iou_loss = 0.429354, total_loss = 1.339741 \n"," total_bbox = 311754, rewritten_bbox = 1.400142 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732615), count: 6, class_loss = 0.252568, iou_loss = 0.549555, total_loss = 0.802123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728031), count: 14, class_loss = 1.783602, iou_loss = 1.417717, total_loss = 3.201319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.476598), count: 2, class_loss = 0.378536, iou_loss = 0.812811, total_loss = 1.191347 \n"," total_bbox = 311776, rewritten_bbox = 1.400685 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757293), count: 4, class_loss = 0.435407, iou_loss = 0.176666, total_loss = 0.612073 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792085), count: 3, class_loss = 0.012752, iou_loss = 0.128244, total_loss = 0.140996 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001043, iou_loss = 0.000000, total_loss = 0.001043 \n"," total_bbox = 311782, rewritten_bbox = 1.400658 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772455), count: 7, class_loss = 0.700667, iou_loss = 0.328966, total_loss = 1.029633 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.109004, iou_loss = 0.000000, total_loss = 0.109004 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000132, iou_loss = 0.000000, total_loss = 0.000132 \n"," total_bbox = 311789, rewritten_bbox = 1.400627 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759682), count: 2, class_loss = 0.342226, iou_loss = 0.066275, total_loss = 0.408501 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.533445), count: 1, class_loss = 0.157715, iou_loss = 0.202634, total_loss = 0.360349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.445003), count: 1, class_loss = 0.167769, iou_loss = 0.264918, total_loss = 0.432687 \n"," total_bbox = 311793, rewritten_bbox = 1.400609 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854312), count: 2, class_loss = 0.278756, iou_loss = 0.048587, total_loss = 0.327343 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622173), count: 4, class_loss = 0.980554, iou_loss = 0.507049, total_loss = 1.487603 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494453), count: 1, class_loss = 0.256865, iou_loss = 0.170896, total_loss = 0.427760 \n"," total_bbox = 311800, rewritten_bbox = 1.400577 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771982), count: 3, class_loss = 0.255303, iou_loss = 0.097261, total_loss = 0.352564 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.610096), count: 2, class_loss = 0.345698, iou_loss = 0.313176, total_loss = 0.658873 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000121, iou_loss = 0.000000, total_loss = 0.000121 \n"," total_bbox = 311805, rewritten_bbox = 1.400555 % \n","\n"," 2178: 0.692250, 0.641808 avg loss, 0.001000 rate, 3.709952 seconds, 139392 images, 3.450559 hours left\n","Loaded: 0.000049 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738984), count: 5, class_loss = 0.754842, iou_loss = 0.570023, total_loss = 1.324865 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719851), count: 3, class_loss = 0.501134, iou_loss = 0.155129, total_loss = 0.656263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017252, iou_loss = 0.000000, total_loss = 0.017252 \n"," total_bbox = 311813, rewritten_bbox = 1.400840 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670790), count: 3, class_loss = 0.203045, iou_loss = 0.234204, total_loss = 0.437248 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828917), count: 3, class_loss = 0.268634, iou_loss = 0.058264, total_loss = 0.326898 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654927), count: 1, class_loss = 0.237336, iou_loss = 0.129702, total_loss = 0.367038 \n"," total_bbox = 311820, rewritten_bbox = 1.400808 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762606), count: 2, class_loss = 0.367766, iou_loss = 0.055969, total_loss = 0.423735 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756608), count: 6, class_loss = 1.151383, iou_loss = 0.509380, total_loss = 1.660763 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005177, iou_loss = 0.000000, total_loss = 0.005177 \n"," total_bbox = 311828, rewritten_bbox = 1.400772 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799892), count: 5, class_loss = 0.486052, iou_loss = 0.181559, total_loss = 0.667611 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786905), count: 5, class_loss = 0.480882, iou_loss = 0.564346, total_loss = 1.045228 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000364, iou_loss = 0.000000, total_loss = 0.000364 \n"," total_bbox = 311838, rewritten_bbox = 1.401048 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722047), count: 3, class_loss = 0.008922, iou_loss = 0.225471, total_loss = 0.234393 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785241), count: 2, class_loss = 0.231791, iou_loss = 0.090292, total_loss = 0.322083 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012456, iou_loss = 0.000000, total_loss = 0.012456 \n"," total_bbox = 311843, rewritten_bbox = 1.401026 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852140), count: 2, class_loss = 0.246580, iou_loss = 0.033532, total_loss = 0.280112 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599897), count: 6, class_loss = 0.996693, iou_loss = 1.077332, total_loss = 2.074026 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000587, iou_loss = 0.000000, total_loss = 0.000587 \n"," total_bbox = 311851, rewritten_bbox = 1.400990 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759309), count: 9, class_loss = 0.866387, iou_loss = 0.389606, total_loss = 1.255993 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565356), count: 1, class_loss = 0.358101, iou_loss = 0.075131, total_loss = 0.433232 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.623499), count: 1, class_loss = 0.234389, iou_loss = 0.096756, total_loss = 0.331145 \n"," total_bbox = 311862, rewritten_bbox = 1.400940 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778846), count: 6, class_loss = 0.585695, iou_loss = 0.292050, total_loss = 0.877745 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744855), count: 2, class_loss = 0.533927, iou_loss = 0.172699, total_loss = 0.706626 \n","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 = 311870, rewritten_bbox = 1.400904 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783975), count: 3, class_loss = 0.073919, iou_loss = 0.136284, total_loss = 0.210202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570113), count: 2, class_loss = 0.324415, iou_loss = 0.404410, total_loss = 0.728825 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004621, iou_loss = 0.000000, total_loss = 0.004621 \n"," total_bbox = 311875, rewritten_bbox = 1.400882 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837212), count: 3, class_loss = 0.217150, iou_loss = 0.063304, total_loss = 0.280455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683667), count: 5, class_loss = 0.979298, iou_loss = 0.633619, total_loss = 1.612918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000054, iou_loss = 0.000000, total_loss = 0.000054 \n"," total_bbox = 311883, rewritten_bbox = 1.400846 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753316), count: 2, class_loss = 0.367949, iou_loss = 0.069317, total_loss = 0.437266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739027), count: 2, class_loss = 0.202085, iou_loss = 0.069036, total_loss = 0.271121 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.418764), count: 1, class_loss = 0.286807, iou_loss = 0.518775, total_loss = 0.805583 \n"," total_bbox = 311888, rewritten_bbox = 1.400823 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791038), count: 5, class_loss = 0.338922, iou_loss = 0.160238, total_loss = 0.499160 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.098585, iou_loss = 0.000000, total_loss = 0.098585 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000095, iou_loss = 0.000000, total_loss = 0.000095 \n"," total_bbox = 311893, rewritten_bbox = 1.400801 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744844), count: 10, class_loss = 1.523692, iou_loss = 0.949056, total_loss = 2.472749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707528), count: 2, class_loss = 0.295075, iou_loss = 0.108176, total_loss = 0.403251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.031403, iou_loss = 0.000000, total_loss = 0.031403 \n"," total_bbox = 311905, rewritten_bbox = 1.401068 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786983), count: 5, class_loss = 0.662958, iou_loss = 0.193097, total_loss = 0.856055 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600691), count: 13, class_loss = 1.648948, iou_loss = 2.257665, total_loss = 3.906613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.563514), count: 2, class_loss = 0.411563, iou_loss = 0.378755, total_loss = 0.790318 \n"," total_bbox = 311925, rewritten_bbox = 1.401298 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868403), count: 3, class_loss = 0.070351, iou_loss = 0.027906, total_loss = 0.098257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.137583, iou_loss = 0.000000, total_loss = 0.137583 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554660), count: 2, class_loss = 0.437615, iou_loss = 0.438548, total_loss = 0.876163 \n"," total_bbox = 311930, rewritten_bbox = 1.401276 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706701), count: 5, class_loss = 0.697801, iou_loss = 0.294988, total_loss = 0.992788 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643191), count: 7, class_loss = 0.876539, iou_loss = 0.862805, total_loss = 1.739345 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.632438), count: 1, class_loss = 0.213672, iou_loss = 0.075143, total_loss = 0.288815 \n"," total_bbox = 311943, rewritten_bbox = 1.401218 % \n","\n"," 2179: 0.645897, 0.642217 avg loss, 0.001000 rate, 3.677345 seconds, 139456 images, 3.434831 hours left\n","Loaded: 0.000044 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766062), count: 5, class_loss = 0.539389, iou_loss = 0.186561, total_loss = 0.725950 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716244), count: 3, class_loss = 0.623505, iou_loss = 0.323458, total_loss = 0.946963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000387, iou_loss = 0.000000, total_loss = 0.000387 \n"," total_bbox = 311951, rewritten_bbox = 1.401182 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777602), count: 5, class_loss = 1.105933, iou_loss = 0.272607, total_loss = 1.378540 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720760), count: 9, class_loss = 1.108848, iou_loss = 0.608894, total_loss = 1.717742 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647022), count: 2, class_loss = 0.299481, iou_loss = 0.144288, total_loss = 0.443769 \n"," total_bbox = 311967, rewritten_bbox = 1.401110 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710953), count: 5, class_loss = 0.115859, iou_loss = 0.640228, total_loss = 0.756086 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776905), count: 8, class_loss = 0.566288, iou_loss = 0.387972, total_loss = 0.954260 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710186), count: 6, class_loss = 1.031075, iou_loss = 0.489719, total_loss = 1.520794 \n"," total_bbox = 311986, rewritten_bbox = 1.401345 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737994), count: 6, class_loss = 0.295232, iou_loss = 0.288165, total_loss = 0.583397 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.642377), count: 2, class_loss = 0.371478, iou_loss = 0.282886, total_loss = 0.654364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000496, iou_loss = 0.000000, total_loss = 0.000496 \n"," total_bbox = 311994, rewritten_bbox = 1.401630 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833513), count: 5, class_loss = 0.803356, iou_loss = 0.135023, total_loss = 0.938379 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731745), count: 4, class_loss = 0.714330, iou_loss = 0.450906, total_loss = 1.165236 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000076, iou_loss = 0.000000, total_loss = 0.000076 \n"," total_bbox = 312003, rewritten_bbox = 1.401589 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778406), count: 5, class_loss = 0.767918, iou_loss = 0.192671, total_loss = 0.960590 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847306), count: 1, class_loss = 0.139093, iou_loss = 0.025054, total_loss = 0.164147 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.761584), count: 1, class_loss = 0.253445, iou_loss = 0.116084, total_loss = 0.369529 \n"," total_bbox = 312010, rewritten_bbox = 1.401558 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756357), count: 9, class_loss = 1.051375, iou_loss = 0.512576, total_loss = 1.563951 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744734), count: 3, class_loss = 0.624665, iou_loss = 0.135201, total_loss = 0.759867 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000971, iou_loss = 0.000000, total_loss = 0.000971 \n"," total_bbox = 312022, rewritten_bbox = 1.401504 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842241), count: 5, class_loss = 0.230957, iou_loss = 0.103401, total_loss = 0.334358 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768942), count: 3, class_loss = 0.385355, iou_loss = 0.127208, total_loss = 0.512562 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000087, iou_loss = 0.000000, total_loss = 0.000087 \n"," total_bbox = 312030, rewritten_bbox = 1.401468 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705883), count: 2, class_loss = 0.775596, iou_loss = 0.111252, total_loss = 0.886848 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796521), count: 3, class_loss = 0.533490, iou_loss = 0.138105, total_loss = 0.671596 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000183, iou_loss = 0.000000, total_loss = 0.000183 \n"," total_bbox = 312035, rewritten_bbox = 1.401445 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830811), count: 2, class_loss = 0.066769, iou_loss = 0.106331, total_loss = 0.173100 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707454), count: 3, class_loss = 0.646095, iou_loss = 0.256436, total_loss = 0.902531 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000704, iou_loss = 0.000000, total_loss = 0.000704 \n"," total_bbox = 312040, rewritten_bbox = 1.401423 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752048), count: 9, class_loss = 0.760260, iou_loss = 0.528507, total_loss = 1.288767 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704210), count: 2, class_loss = 0.500353, iou_loss = 0.133007, total_loss = 0.633359 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513524), count: 5, class_loss = 1.064805, iou_loss = 3.431925, total_loss = 4.496730 \n"," total_bbox = 312056, rewritten_bbox = 1.401351 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778935), count: 3, class_loss = 0.367087, iou_loss = 0.098526, total_loss = 0.465613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722969), count: 1, class_loss = 0.202474, iou_loss = 0.035449, total_loss = 0.237923 \n","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 = 312060, rewritten_bbox = 1.401333 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731808), count: 2, class_loss = 0.403098, iou_loss = 0.119944, total_loss = 0.523042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706368), count: 7, class_loss = 0.690267, iou_loss = 0.567098, total_loss = 1.257365 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475179), count: 2, class_loss = 0.431030, iou_loss = 0.478936, total_loss = 0.909966 \n"," total_bbox = 312071, rewritten_bbox = 1.401284 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826730), count: 4, class_loss = 0.070479, iou_loss = 0.142705, total_loss = 0.213184 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743197), count: 2, class_loss = 0.190257, iou_loss = 0.232721, total_loss = 0.422978 \n","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 = 312077, rewritten_bbox = 1.401257 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725606), count: 6, class_loss = 0.702279, iou_loss = 0.458414, total_loss = 1.160694 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732128), count: 3, class_loss = 0.307617, iou_loss = 0.268334, total_loss = 0.575951 \n","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 = 312086, rewritten_bbox = 1.401216 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601531), count: 4, class_loss = 0.235810, iou_loss = 0.555810, total_loss = 0.791619 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689767), count: 11, class_loss = 1.907606, iou_loss = 0.836358, total_loss = 2.743963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004554, iou_loss = 0.000000, total_loss = 0.004554 \n"," total_bbox = 312101, rewritten_bbox = 1.401149 % \n","\n"," 2180: 0.725277, 0.650523 avg loss, 0.001000 rate, 3.733360 seconds, 139520 images, 3.419084 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 320 x 320 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.267704 seconds - performance bottleneck on CPU or Disk HDD/SSD\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812342), count: 3, class_loss = 0.100086, iou_loss = 0.082452, total_loss = 0.182539 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494161), count: 2, class_loss = 0.527505, iou_loss = 0.325491, total_loss = 0.852996 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000416, iou_loss = 0.000000, total_loss = 0.000416 \n"," total_bbox = 312106, rewritten_bbox = 1.401127 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771013), count: 3, class_loss = 0.381483, iou_loss = 0.088588, total_loss = 0.470071 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789557), count: 2, class_loss = 0.457140, iou_loss = 0.090478, total_loss = 0.547618 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.290489), count: 1, class_loss = 0.243912, iou_loss = 0.583464, total_loss = 0.827376 \n"," total_bbox = 312112, rewritten_bbox = 1.401100 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783383), count: 7, class_loss = 0.599706, iou_loss = 0.305175, total_loss = 0.904881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571423), count: 2, class_loss = 0.556914, iou_loss = 0.432521, total_loss = 0.989435 \n","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 = 312121, rewritten_bbox = 1.401059 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843181), count: 4, class_loss = 0.389035, iou_loss = 0.086883, total_loss = 0.475918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712328), count: 3, class_loss = 0.457791, iou_loss = 0.278928, total_loss = 0.736718 \n","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 = 312128, rewritten_bbox = 1.401028 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814023), count: 4, class_loss = 0.315982, iou_loss = 0.119710, total_loss = 0.435692 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701067), count: 3, class_loss = 0.572557, iou_loss = 0.189866, total_loss = 0.762423 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.409197), count: 2, class_loss = 0.886643, iou_loss = 0.149784, total_loss = 1.036428 \n"," total_bbox = 312136, rewritten_bbox = 1.400992 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838955), count: 1, class_loss = 0.457888, iou_loss = 0.026029, total_loss = 0.483918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674509), count: 2, class_loss = 0.497349, iou_loss = 0.184298, total_loss = 0.681647 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539178), count: 3, class_loss = 0.723598, iou_loss = 2.137167, total_loss = 2.860764 \n"," total_bbox = 312142, rewritten_bbox = 1.400965 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799464), count: 4, class_loss = 0.332717, iou_loss = 0.213691, total_loss = 0.546408 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741571), count: 3, class_loss = 0.574033, iou_loss = 0.197820, total_loss = 0.771853 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000115, iou_loss = 0.000000, total_loss = 0.000115 \n"," total_bbox = 312149, rewritten_bbox = 1.400934 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782891), count: 5, class_loss = 0.771943, iou_loss = 0.154621, total_loss = 0.926564 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.624135), count: 1, class_loss = 0.252078, iou_loss = 0.130923, total_loss = 0.383002 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000856, iou_loss = 0.000000, total_loss = 0.000856 \n"," total_bbox = 312155, rewritten_bbox = 1.400907 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619379), count: 6, class_loss = 0.513535, iou_loss = 1.505984, total_loss = 2.019518 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713791), count: 8, class_loss = 1.596419, iou_loss = 0.907876, total_loss = 2.504295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000104, iou_loss = 0.000000, total_loss = 0.000104 \n"," total_bbox = 312169, rewritten_bbox = 1.401164 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845107), count: 2, class_loss = 0.106763, iou_loss = 0.046749, total_loss = 0.153512 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718093), count: 1, class_loss = 0.038146, iou_loss = 0.037764, total_loss = 0.075911 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.549623), count: 1, class_loss = 0.251289, iou_loss = 0.165365, total_loss = 0.416654 \n"," total_bbox = 312173, rewritten_bbox = 1.401146 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802012), count: 4, class_loss = 0.445410, iou_loss = 0.131891, total_loss = 0.577301 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.707190), count: 7, class_loss = 1.522179, iou_loss = 0.646504, total_loss = 2.168683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.037658), count: 1, class_loss = 0.250394, iou_loss = 1.596437, total_loss = 1.846831 \n"," total_bbox = 312185, rewritten_bbox = 1.401092 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745979), count: 5, class_loss = 0.459262, iou_loss = 0.187881, total_loss = 0.647142 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.066053, iou_loss = 0.000000, total_loss = 0.066053 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.778057), count: 1, class_loss = 0.210866, iou_loss = 0.051489, total_loss = 0.262355 \n"," total_bbox = 312191, rewritten_bbox = 1.401065 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774834), count: 7, class_loss = 0.648151, iou_loss = 0.258694, total_loss = 0.906844 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.635296), count: 1, class_loss = 0.116929, iou_loss = 0.090368, total_loss = 0.207297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.653268), count: 1, class_loss = 0.250732, iou_loss = 0.233207, total_loss = 0.483940 \n"," total_bbox = 312200, rewritten_bbox = 1.401025 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736238), count: 4, class_loss = 0.396072, iou_loss = 0.226719, total_loss = 0.622791 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770185), count: 1, class_loss = 0.015604, iou_loss = 0.033069, total_loss = 0.048673 \n","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 = 312205, rewritten_bbox = 1.401003 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749532), count: 2, class_loss = 0.036260, iou_loss = 0.120161, total_loss = 0.156421 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571647), count: 1, class_loss = 0.230151, iou_loss = 0.197918, total_loss = 0.428070 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.478220), count: 7, class_loss = 1.400866, iou_loss = 1.493915, total_loss = 2.894781 \n"," total_bbox = 312215, rewritten_bbox = 1.400958 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778481), count: 2, class_loss = 0.142688, iou_loss = 0.113720, total_loss = 0.256407 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775338), count: 6, class_loss = 0.384305, iou_loss = 0.392046, total_loss = 0.776351 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624111), count: 5, class_loss = 0.925668, iou_loss = 0.534469, total_loss = 1.460138 \n"," total_bbox = 312228, rewritten_bbox = 1.400899 % \n","\n"," 2181: 0.705378, 0.656008 avg loss, 0.001000 rate, 3.156989 seconds, 139584 images, 3.403768 hours left\n","Loaded: 0.000050 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773045), count: 4, class_loss = 0.620130, iou_loss = 0.212121, total_loss = 0.832251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.546888), count: 1, class_loss = 0.251509, iou_loss = 0.071707, total_loss = 0.323216 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001769, iou_loss = 0.000000, total_loss = 0.001769 \n"," total_bbox = 312233, rewritten_bbox = 1.400877 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845602), count: 4, class_loss = 0.228215, iou_loss = 0.178682, total_loss = 0.406897 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668335), count: 3, class_loss = 0.418380, iou_loss = 0.478574, total_loss = 0.896954 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.606407), count: 1, class_loss = 0.233790, iou_loss = 0.236603, total_loss = 0.470393 \n"," total_bbox = 312241, rewritten_bbox = 1.401161 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788499), count: 5, class_loss = 0.689308, iou_loss = 0.233700, total_loss = 0.923007 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.673795), count: 7, class_loss = 1.388357, iou_loss = 0.806611, total_loss = 2.194968 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000414, iou_loss = 0.000000, total_loss = 0.000414 \n"," total_bbox = 312253, rewritten_bbox = 1.401107 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884274), count: 1, class_loss = 0.034909, iou_loss = 0.018316, total_loss = 0.053225 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729812), count: 5, class_loss = 0.802794, iou_loss = 0.266396, total_loss = 1.069190 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000623, iou_loss = 0.000000, total_loss = 0.000623 \n"," total_bbox = 312259, rewritten_bbox = 1.401080 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874441), count: 4, class_loss = 0.212536, iou_loss = 0.059531, total_loss = 0.272066 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778643), count: 2, class_loss = 0.531973, iou_loss = 0.194608, total_loss = 0.726581 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n"," total_bbox = 312265, rewritten_bbox = 1.401054 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886579), count: 2, class_loss = 0.020414, iou_loss = 0.026881, total_loss = 0.047295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705675), count: 4, class_loss = 0.807750, iou_loss = 0.368060, total_loss = 1.175809 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.150743), count: 1, class_loss = 0.249971, iou_loss = 1.026887, total_loss = 1.276858 \n"," total_bbox = 312272, rewritten_bbox = 1.401022 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793557), count: 1, class_loss = 0.005776, iou_loss = 0.024768, total_loss = 0.030544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738195), count: 4, class_loss = 0.685643, iou_loss = 0.274490, total_loss = 0.960133 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.586260), count: 10, class_loss = 2.076705, iou_loss = 1.305062, total_loss = 3.381767 \n"," total_bbox = 312287, rewritten_bbox = 1.400955 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792109), count: 5, class_loss = 0.296436, iou_loss = 0.112520, total_loss = 0.408956 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752935), count: 1, class_loss = 0.008442, iou_loss = 0.076415, total_loss = 0.084857 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585046), count: 3, class_loss = 0.643422, iou_loss = 0.463875, total_loss = 1.107297 \n"," total_bbox = 312296, rewritten_bbox = 1.400915 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807512), count: 1, class_loss = 0.280705, iou_loss = 0.031433, total_loss = 0.312138 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751160), count: 15, class_loss = 1.909047, iou_loss = 0.761747, total_loss = 2.670794 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.559854), count: 6, class_loss = 1.275691, iou_loss = 1.007903, total_loss = 2.283595 \n"," total_bbox = 312318, rewritten_bbox = 1.400816 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694379), count: 8, class_loss = 1.586090, iou_loss = 0.686805, total_loss = 2.272895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002688, iou_loss = 0.000000, total_loss = 0.002688 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001144, iou_loss = 0.000000, total_loss = 0.001144 \n"," total_bbox = 312326, rewritten_bbox = 1.400780 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782463), count: 3, class_loss = 0.529818, iou_loss = 0.124752, total_loss = 0.654570 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753769), count: 6, class_loss = 0.474122, iou_loss = 0.331199, total_loss = 0.805322 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.550843), count: 1, class_loss = 0.255019, iou_loss = 0.129557, total_loss = 0.384577 \n"," total_bbox = 312336, rewritten_bbox = 1.400735 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795968), count: 4, class_loss = 0.446525, iou_loss = 0.178429, total_loss = 0.624954 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729065), count: 12, class_loss = 1.922149, iou_loss = 0.755334, total_loss = 2.677483 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539406), count: 6, class_loss = 1.208900, iou_loss = 2.012508, total_loss = 3.221408 \n"," total_bbox = 312358, rewritten_bbox = 1.400636 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652393), count: 5, class_loss = 1.269010, iou_loss = 0.537907, total_loss = 1.806917 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608990), count: 4, class_loss = 0.750176, iou_loss = 0.971990, total_loss = 1.722167 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572136), count: 2, class_loss = 0.496706, iou_loss = 0.360634, total_loss = 0.857340 \n"," total_bbox = 312369, rewritten_bbox = 1.400907 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789347), count: 3, class_loss = 0.268082, iou_loss = 0.085690, total_loss = 0.353772 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791334), count: 4, class_loss = 0.178959, iou_loss = 0.363887, total_loss = 0.542846 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002704, iou_loss = 0.000000, total_loss = 0.002704 \n"," total_bbox = 312376, rewritten_bbox = 1.401196 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736993), count: 4, class_loss = 0.348669, iou_loss = 0.221373, total_loss = 0.570043 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687419), count: 2, class_loss = 0.444687, iou_loss = 0.247564, total_loss = 0.692251 \n","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 = 312382, rewritten_bbox = 1.401169 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727983), count: 4, class_loss = 0.131229, iou_loss = 0.167807, total_loss = 0.299036 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.611537), count: 3, class_loss = 0.540526, iou_loss = 0.308749, total_loss = 0.849275 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.530742), count: 1, class_loss = 0.255209, iou_loss = 0.135983, total_loss = 0.391192 \n"," total_bbox = 312390, rewritten_bbox = 1.401133 % \n","\n"," 2182: 0.846755, 0.675083 avg loss, 0.001000 rate, 3.243458 seconds, 139648 images, 3.387034 hours left\n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625702), count: 1, class_loss = 0.201768, iou_loss = 0.101017, total_loss = 0.302785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698188), count: 6, class_loss = 0.842755, iou_loss = 0.614540, total_loss = 1.457295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000264, iou_loss = 0.000000, total_loss = 0.000264 \n"," total_bbox = 312397, rewritten_bbox = 1.401102 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760733), count: 3, class_loss = 0.178820, iou_loss = 0.156935, total_loss = 0.335755 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726546), count: 3, class_loss = 0.500431, iou_loss = 0.155221, total_loss = 0.655651 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641407), count: 2, class_loss = 0.267977, iou_loss = 0.235380, total_loss = 0.503357 \n"," total_bbox = 312405, rewritten_bbox = 1.401066 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743623), count: 5, class_loss = 0.563584, iou_loss = 0.241902, total_loss = 0.805487 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577610), count: 2, class_loss = 0.332024, iou_loss = 0.333271, total_loss = 0.665295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022209, iou_loss = 0.000000, total_loss = 0.022209 \n"," total_bbox = 312412, rewritten_bbox = 1.401034 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750131), count: 5, class_loss = 0.649794, iou_loss = 0.201070, total_loss = 0.850863 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701874), count: 7, class_loss = 1.255939, iou_loss = 0.546773, total_loss = 1.802713 \n","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 = 312424, rewritten_bbox = 1.400981 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797136), count: 6, class_loss = 0.391362, iou_loss = 0.215026, total_loss = 0.606388 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.685087), count: 1, class_loss = 0.138089, iou_loss = 0.055803, total_loss = 0.193893 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.518541), count: 3, class_loss = 1.161641, iou_loss = 0.625660, total_loss = 1.787301 \n"," total_bbox = 312434, rewritten_bbox = 1.400936 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860049), count: 3, class_loss = 0.450708, iou_loss = 0.064175, total_loss = 0.514883 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763125), count: 3, class_loss = 0.460764, iou_loss = 0.139252, total_loss = 0.600016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.216345), count: 1, class_loss = 0.254680, iou_loss = 0.329205, total_loss = 0.583885 \n"," total_bbox = 312441, rewritten_bbox = 1.400905 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737568), count: 11, class_loss = 1.437652, iou_loss = 0.701930, total_loss = 2.139581 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662379), count: 2, class_loss = 0.351526, iou_loss = 0.516105, total_loss = 0.867631 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.606281), count: 6, class_loss = 1.487816, iou_loss = 1.068691, total_loss = 2.556507 \n"," total_bbox = 312460, rewritten_bbox = 1.400819 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785241), count: 4, class_loss = 0.207004, iou_loss = 0.181691, total_loss = 0.388695 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728839), count: 6, class_loss = 0.721546, iou_loss = 0.651300, total_loss = 1.372846 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.047473, iou_loss = 0.000000, total_loss = 0.047473 \n"," total_bbox = 312470, rewritten_bbox = 1.400774 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803679), count: 4, class_loss = 0.217825, iou_loss = 0.164890, total_loss = 0.382715 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784116), count: 4, class_loss = 0.812522, iou_loss = 0.171168, total_loss = 0.983689 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003468, iou_loss = 0.000000, total_loss = 0.003468 \n"," total_bbox = 312478, rewritten_bbox = 1.400739 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673026), count: 4, class_loss = 0.643643, iou_loss = 0.469485, total_loss = 1.113129 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.685481), count: 1, class_loss = 0.265279, iou_loss = 0.045520, total_loss = 0.310799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000578, iou_loss = 0.000000, total_loss = 0.000578 \n"," total_bbox = 312483, rewritten_bbox = 1.400716 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696473), count: 4, class_loss = 0.310249, iou_loss = 0.207014, total_loss = 0.517263 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.546781), count: 4, class_loss = 0.926029, iou_loss = 0.624560, total_loss = 1.550589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.059605, iou_loss = 0.000000, total_loss = 0.059605 \n"," total_bbox = 312491, rewritten_bbox = 1.400680 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812645), count: 4, class_loss = 0.362220, iou_loss = 0.107983, total_loss = 0.470203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689729), count: 3, class_loss = 0.306456, iou_loss = 0.198434, total_loss = 0.504890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005647, iou_loss = 0.000000, total_loss = 0.005647 \n"," total_bbox = 312498, rewritten_bbox = 1.400649 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729757), count: 7, class_loss = 0.941516, iou_loss = 0.620700, total_loss = 1.562216 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698613), count: 5, class_loss = 0.927369, iou_loss = 0.600588, total_loss = 1.527957 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.583718), count: 1, class_loss = 0.255305, iou_loss = 0.095692, total_loss = 0.350998 \n"," total_bbox = 312511, rewritten_bbox = 1.400591 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787334), count: 4, class_loss = 0.748874, iou_loss = 0.130025, total_loss = 0.878899 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710625), count: 2, class_loss = 0.749222, iou_loss = 0.098018, total_loss = 0.847240 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641181), count: 5, class_loss = 0.916942, iou_loss = 0.566123, total_loss = 1.483065 \n"," total_bbox = 312522, rewritten_bbox = 1.400541 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760888), count: 10, class_loss = 0.944868, iou_loss = 0.475768, total_loss = 1.420636 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761460), count: 3, class_loss = 0.364315, iou_loss = 0.154834, total_loss = 0.519148 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000461, iou_loss = 0.000000, total_loss = 0.000461 \n"," total_bbox = 312535, rewritten_bbox = 1.400483 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804116), count: 2, class_loss = 0.045234, iou_loss = 0.044996, total_loss = 0.090230 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703868), count: 4, class_loss = 0.592259, iou_loss = 0.263522, total_loss = 0.855781 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512388), count: 2, class_loss = 0.400715, iou_loss = 0.345312, total_loss = 0.746026 \n"," total_bbox = 312543, rewritten_bbox = 1.400447 % \n","\n"," 2183: 0.734293, 0.681004 avg loss, 0.001000 rate, 3.287271 seconds, 139712 images, 3.369544 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: 0.723562), count: 4, class_loss = 0.467976, iou_loss = 0.345147, total_loss = 0.813123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702152), count: 5, class_loss = 0.952397, iou_loss = 0.497805, total_loss = 1.450202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.453767), count: 1, class_loss = 0.247548, iou_loss = 0.256679, total_loss = 0.504227 \n"," total_bbox = 312553, rewritten_bbox = 1.400403 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797618), count: 4, class_loss = 0.433857, iou_loss = 0.131611, total_loss = 0.565468 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763882), count: 4, class_loss = 0.616593, iou_loss = 0.266846, total_loss = 0.883439 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699652), count: 1, class_loss = 0.156459, iou_loss = 0.138272, total_loss = 0.294730 \n"," total_bbox = 312562, rewritten_bbox = 1.400362 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752527), count: 6, class_loss = 0.589531, iou_loss = 0.280484, total_loss = 0.870016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763833), count: 3, class_loss = 0.484322, iou_loss = 0.171553, total_loss = 0.655875 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.407534), count: 1, class_loss = 0.251942, iou_loss = 0.399062, total_loss = 0.651004 \n"," total_bbox = 312572, rewritten_bbox = 1.400317 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634579), count: 4, class_loss = 0.040349, iou_loss = 0.433207, total_loss = 0.473556 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726391), count: 5, class_loss = 0.798591, iou_loss = 0.417854, total_loss = 1.216445 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010166, iou_loss = 0.000000, total_loss = 0.010166 \n"," total_bbox = 312581, rewritten_bbox = 1.400277 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796253), count: 5, class_loss = 0.738353, iou_loss = 0.155372, total_loss = 0.893725 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705397), count: 1, class_loss = 0.230390, iou_loss = 0.062876, total_loss = 0.293266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.801880), count: 1, class_loss = 0.166276, iou_loss = 0.038301, total_loss = 0.204577 \n"," total_bbox = 312588, rewritten_bbox = 1.400246 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772494), count: 7, class_loss = 0.927734, iou_loss = 0.255638, total_loss = 1.183372 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.704945), count: 8, class_loss = 2.381545, iou_loss = 0.871418, total_loss = 3.252963 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008620, iou_loss = 0.000000, total_loss = 0.008620 \n"," total_bbox = 312603, rewritten_bbox = 1.400179 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720239), count: 2, class_loss = 0.106060, iou_loss = 0.127211, total_loss = 0.233271 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786998), count: 3, class_loss = 0.159074, iou_loss = 0.094706, total_loss = 0.253780 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.706814), count: 1, class_loss = 0.502985, iou_loss = 0.074442, total_loss = 0.577427 \n"," total_bbox = 312609, rewritten_bbox = 1.400152 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808317), count: 3, class_loss = 0.146586, iou_loss = 0.082435, total_loss = 0.229021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814780), count: 5, class_loss = 0.618868, iou_loss = 0.112541, total_loss = 0.731410 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.638362), count: 16, class_loss = 1.700636, iou_loss = 1.652975, total_loss = 3.353611 \n"," total_bbox = 312633, rewritten_bbox = 1.400044 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776494), count: 3, class_loss = 0.581121, iou_loss = 0.116506, total_loss = 0.697627 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622786), count: 2, class_loss = 0.394361, iou_loss = 0.200303, total_loss = 0.594665 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000102, iou_loss = 0.000000, total_loss = 0.000102 \n"," total_bbox = 312638, rewritten_bbox = 1.400022 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846527), count: 4, class_loss = 0.423512, iou_loss = 0.084460, total_loss = 0.507973 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769799), count: 3, class_loss = 0.267493, iou_loss = 0.114973, total_loss = 0.382466 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.046592, iou_loss = 0.000000, total_loss = 0.046592 \n"," total_bbox = 312645, rewritten_bbox = 1.399990 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792638), count: 3, class_loss = 0.505396, iou_loss = 0.191309, total_loss = 0.696705 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708206), count: 3, class_loss = 0.435674, iou_loss = 0.199104, total_loss = 0.634778 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011592, iou_loss = 0.000000, total_loss = 0.011592 \n"," total_bbox = 312651, rewritten_bbox = 1.399963 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772377), count: 5, class_loss = 0.761191, iou_loss = 0.239788, total_loss = 1.000979 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.587825), count: 2, class_loss = 0.314984, iou_loss = 0.615208, total_loss = 0.930192 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018941, iou_loss = 0.000000, total_loss = 0.018941 \n"," total_bbox = 312658, rewritten_bbox = 1.399932 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656097), count: 5, class_loss = 0.601683, iou_loss = 0.323800, total_loss = 0.925483 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637937), count: 2, class_loss = 0.454480, iou_loss = 0.241893, total_loss = 0.696373 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.582316), count: 1, class_loss = 0.169829, iou_loss = 0.096883, total_loss = 0.266712 \n"," total_bbox = 312666, rewritten_bbox = 1.399896 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824802), count: 2, class_loss = 0.223229, iou_loss = 0.072064, total_loss = 0.295293 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718871), count: 7, class_loss = 1.385010, iou_loss = 0.533465, total_loss = 1.918475 \n","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 = 312675, rewritten_bbox = 1.399856 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731172), count: 1, class_loss = 0.188115, iou_loss = 0.048157, total_loss = 0.236272 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634649), count: 6, class_loss = 1.013959, iou_loss = 0.993163, total_loss = 2.007122 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.625126), count: 1, class_loss = 0.253132, iou_loss = 0.142970, total_loss = 0.396102 \n"," total_bbox = 312683, rewritten_bbox = 1.399820 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782024), count: 4, class_loss = 0.198286, iou_loss = 0.105024, total_loss = 0.303310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826255), count: 2, class_loss = 0.270958, iou_loss = 0.069943, total_loss = 0.340901 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.694911), count: 1, class_loss = 0.227781, iou_loss = 0.027270, total_loss = 0.255051 \n"," total_bbox = 312690, rewritten_bbox = 1.399789 % \n","\n"," 2184: 0.682651, 0.681169 avg loss, 0.001000 rate, 3.325872 seconds, 139776 images, 3.352440 hours left\n","Loaded: 0.000044 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749156), count: 5, class_loss = 0.141658, iou_loss = 0.281233, total_loss = 0.422891 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632236), count: 1, class_loss = 0.291651, iou_loss = 0.168761, total_loss = 0.460412 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.517375), count: 3, class_loss = 0.829402, iou_loss = 0.887765, total_loss = 1.717167 \n"," total_bbox = 312699, rewritten_bbox = 1.399749 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798005), count: 3, class_loss = 0.410625, iou_loss = 0.082136, total_loss = 0.492762 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.629962), count: 3, class_loss = 0.403308, iou_loss = 0.648162, total_loss = 1.051470 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000769, iou_loss = 0.000000, total_loss = 0.000769 \n"," total_bbox = 312705, rewritten_bbox = 1.399722 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757731), count: 7, class_loss = 0.365917, iou_loss = 0.468074, total_loss = 0.833991 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694427), count: 2, class_loss = 0.617165, iou_loss = 0.264843, total_loss = 0.882007 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000943, iou_loss = 0.000000, total_loss = 0.000943 \n"," total_bbox = 312714, rewritten_bbox = 1.400001 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794550), count: 3, class_loss = 0.345750, iou_loss = 0.145483, total_loss = 0.491233 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876753), count: 1, class_loss = 0.221081, iou_loss = 0.005963, total_loss = 0.227044 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504162), count: 1, class_loss = 0.319683, iou_loss = 0.321058, total_loss = 0.640741 \n"," total_bbox = 312719, rewritten_bbox = 1.399979 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755334), count: 2, class_loss = 0.105453, iou_loss = 0.085971, total_loss = 0.191424 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871327), count: 1, class_loss = 0.019340, iou_loss = 0.020341, total_loss = 0.039681 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.599674), count: 1, class_loss = 0.167391, iou_loss = 0.127885, total_loss = 0.295276 \n"," total_bbox = 312723, rewritten_bbox = 1.399961 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788751), count: 8, class_loss = 0.333499, iou_loss = 0.333433, total_loss = 0.666933 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682445), count: 1, class_loss = 0.037096, iou_loss = 0.078087, total_loss = 0.115183 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.029857, iou_loss = 0.000000, total_loss = 0.029857 \n"," total_bbox = 312732, rewritten_bbox = 1.399921 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697980), count: 6, class_loss = 0.480613, iou_loss = 0.518065, total_loss = 0.998677 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759408), count: 10, class_loss = 0.808519, iou_loss = 0.549132, total_loss = 1.357651 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.628609), count: 2, class_loss = 0.323532, iou_loss = 0.178074, total_loss = 0.501606 \n"," total_bbox = 312750, rewritten_bbox = 1.399840 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694204), count: 6, class_loss = 0.498373, iou_loss = 0.551869, total_loss = 1.050242 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628128), count: 2, class_loss = 0.745671, iou_loss = 0.227151, total_loss = 0.972823 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634075), count: 13, class_loss = 2.604639, iou_loss = 1.830147, total_loss = 4.434786 \n"," total_bbox = 312771, rewritten_bbox = 1.399746 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712867), count: 5, class_loss = 0.356466, iou_loss = 0.383682, total_loss = 0.740148 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714115), count: 3, class_loss = 0.353176, iou_loss = 0.225367, total_loss = 0.578543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017936, iou_loss = 0.000000, total_loss = 0.017936 \n"," total_bbox = 312779, rewritten_bbox = 1.399710 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899595), count: 4, class_loss = 0.447631, iou_loss = 0.023244, total_loss = 0.470875 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833950), count: 4, class_loss = 0.645543, iou_loss = 0.150615, total_loss = 0.796158 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.036299, iou_loss = 0.000000, total_loss = 0.036299 \n"," total_bbox = 312787, rewritten_bbox = 1.399675 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758872), count: 4, class_loss = 0.333214, iou_loss = 0.171172, total_loss = 0.504386 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753522), count: 9, class_loss = 2.028121, iou_loss = 0.701588, total_loss = 2.729710 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.555718), count: 2, class_loss = 0.442405, iou_loss = 0.250107, total_loss = 0.692512 \n"," total_bbox = 312802, rewritten_bbox = 1.399607 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825419), count: 3, class_loss = 0.332993, iou_loss = 0.038045, total_loss = 0.371037 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834607), count: 3, class_loss = 0.271329, iou_loss = 0.192627, total_loss = 0.463956 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.056786, iou_loss = 0.000000, total_loss = 0.056786 \n"," total_bbox = 312808, rewritten_bbox = 1.399581 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.137877, iou_loss = 0.000000, total_loss = 0.137877 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762144), count: 6, class_loss = 1.205200, iou_loss = 0.323705, total_loss = 1.528905 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.473195), count: 2, class_loss = 0.325331, iou_loss = 0.576864, total_loss = 0.902194 \n"," total_bbox = 312816, rewritten_bbox = 1.399545 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711825), count: 2, class_loss = 0.394448, iou_loss = 0.144331, total_loss = 0.538779 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627540), count: 2, class_loss = 0.437171, iou_loss = 0.195099, total_loss = 0.632270 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.574405), count: 1, class_loss = 0.281561, iou_loss = 0.181842, total_loss = 0.463402 \n"," total_bbox = 312821, rewritten_bbox = 1.399522 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822782), count: 2, class_loss = 0.158149, iou_loss = 0.057193, total_loss = 0.215342 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782315), count: 3, class_loss = 0.274118, iou_loss = 0.126747, total_loss = 0.400865 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.239938, iou_loss = 0.000000, total_loss = 0.239938 \n"," total_bbox = 312826, rewritten_bbox = 1.399500 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800567), count: 3, class_loss = 0.482249, iou_loss = 0.061414, total_loss = 0.543663 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663384), count: 5, class_loss = 1.495867, iou_loss = 0.676244, total_loss = 2.172111 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553420), count: 1, class_loss = 0.325488, iou_loss = 0.149534, total_loss = 0.475022 \n"," total_bbox = 312835, rewritten_bbox = 1.399460 % \n","\n"," 2185: 0.699673, 0.683019 avg loss, 0.001000 rate, 3.310667 seconds, 139840 images, 3.335694 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: 0.740078), count: 3, class_loss = 0.239411, iou_loss = 0.087066, total_loss = 0.326476 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.679672), count: 1, class_loss = 0.443229, iou_loss = 0.086290, total_loss = 0.529519 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.570720), count: 1, class_loss = 0.161864, iou_loss = 0.173010, total_loss = 0.334874 \n"," total_bbox = 312840, rewritten_bbox = 1.399437 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845523), count: 4, class_loss = 0.359448, iou_loss = 0.045595, total_loss = 0.405043 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674381), count: 5, class_loss = 0.770684, iou_loss = 0.679974, total_loss = 1.450658 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436094), count: 1, class_loss = 0.317978, iou_loss = 0.305283, total_loss = 0.623261 \n"," total_bbox = 312850, rewritten_bbox = 1.399393 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751565), count: 4, class_loss = 0.513623, iou_loss = 0.194362, total_loss = 0.707986 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763537), count: 2, class_loss = 0.473048, iou_loss = 0.118052, total_loss = 0.591100 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.318432), count: 2, class_loss = 0.193461, iou_loss = 0.819842, total_loss = 1.013303 \n"," total_bbox = 312858, rewritten_bbox = 1.399357 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.665685), count: 3, class_loss = 0.440139, iou_loss = 0.283887, total_loss = 0.724026 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788901), count: 4, class_loss = 0.556010, iou_loss = 0.197851, total_loss = 0.753861 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000635, iou_loss = 0.000000, total_loss = 0.000635 \n"," total_bbox = 312865, rewritten_bbox = 1.399326 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810746), count: 6, class_loss = 0.641601, iou_loss = 0.126711, total_loss = 0.768313 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779443), count: 1, class_loss = 0.117661, iou_loss = 0.026681, total_loss = 0.144341 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.672119), count: 1, class_loss = 0.192721, iou_loss = 0.057713, total_loss = 0.250434 \n"," total_bbox = 312873, rewritten_bbox = 1.399290 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717429), count: 1, class_loss = 0.821041, iou_loss = 0.034799, total_loss = 0.855840 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731691), count: 2, class_loss = 0.206307, iou_loss = 0.068442, total_loss = 0.274749 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.548692), count: 2, class_loss = 0.538089, iou_loss = 0.561427, total_loss = 1.099516 \n"," total_bbox = 312878, rewritten_bbox = 1.399267 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721295), count: 7, class_loss = 0.803945, iou_loss = 0.553973, total_loss = 1.357919 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.679745), count: 2, class_loss = 0.486527, iou_loss = 0.178814, total_loss = 0.665341 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.037991, iou_loss = 0.000000, total_loss = 0.037991 \n"," total_bbox = 312887, rewritten_bbox = 1.399547 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779716), count: 4, class_loss = 0.801904, iou_loss = 0.173372, total_loss = 0.975277 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.613674), count: 6, class_loss = 1.054246, iou_loss = 0.850618, total_loss = 1.904864 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707149), count: 1, class_loss = 0.070111, iou_loss = 0.062977, total_loss = 0.133087 \n"," total_bbox = 312898, rewritten_bbox = 1.399498 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744925), count: 4, class_loss = 0.571781, iou_loss = 0.246352, total_loss = 0.818133 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699555), count: 4, class_loss = 0.535415, iou_loss = 0.440354, total_loss = 0.975769 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.348720), count: 1, class_loss = 0.288777, iou_loss = 0.612911, total_loss = 0.901688 \n"," total_bbox = 312907, rewritten_bbox = 1.399457 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657114), count: 5, class_loss = 0.767381, iou_loss = 0.604858, total_loss = 1.372239 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784980), count: 4, class_loss = 0.413524, iou_loss = 0.191146, total_loss = 0.604670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573829), count: 3, class_loss = 0.606051, iou_loss = 0.551831, total_loss = 1.157882 \n"," total_bbox = 312919, rewritten_bbox = 1.399404 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677354), count: 5, class_loss = 0.748197, iou_loss = 0.469058, total_loss = 1.217255 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008655, iou_loss = 0.000000, total_loss = 0.008655 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001757, iou_loss = 0.000000, total_loss = 0.001757 \n"," total_bbox = 312924, rewritten_bbox = 1.399381 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851701), count: 4, class_loss = 0.728795, iou_loss = 0.073096, total_loss = 0.801890 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799618), count: 7, class_loss = 1.358876, iou_loss = 0.186337, total_loss = 1.545214 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.673283), count: 3, class_loss = 0.700327, iou_loss = 0.445669, total_loss = 1.145995 \n"," total_bbox = 312938, rewritten_bbox = 1.399319 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731447), count: 5, class_loss = 0.685908, iou_loss = 0.258387, total_loss = 0.944295 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636595), count: 4, class_loss = 0.494691, iou_loss = 0.537607, total_loss = 1.032297 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.067791, iou_loss = 0.000000, total_loss = 0.067791 \n"," total_bbox = 312947, rewritten_bbox = 1.399279 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829535), count: 5, class_loss = 0.134160, iou_loss = 0.315184, total_loss = 0.449344 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693878), count: 7, class_loss = 1.273167, iou_loss = 0.509287, total_loss = 1.782454 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.536793), count: 1, class_loss = 0.243678, iou_loss = 0.188644, total_loss = 0.432322 \n"," total_bbox = 312960, rewritten_bbox = 1.399859 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727663), count: 3, class_loss = 0.518710, iou_loss = 0.209616, total_loss = 0.728326 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.650154), count: 3, class_loss = 0.471181, iou_loss = 0.505706, total_loss = 0.976887 \n","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 = 312966, rewritten_bbox = 1.399833 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741922), count: 2, class_loss = 0.233818, iou_loss = 0.139454, total_loss = 0.373273 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.624267), count: 2, class_loss = 0.559459, iou_loss = 0.264743, total_loss = 0.824202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.472841), count: 8, class_loss = 1.572900, iou_loss = 1.649551, total_loss = 3.222451 \n"," total_bbox = 312978, rewritten_bbox = 1.399779 % \n","\n"," 2186: 0.777361, 0.692453 avg loss, 0.001000 rate, 3.248257 seconds, 139904 images, 3.319028 hours left\n","Loaded: 0.000046 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778940), count: 4, class_loss = 0.411340, iou_loss = 0.128729, total_loss = 0.540069 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728038), count: 4, class_loss = 0.876059, iou_loss = 0.256743, total_loss = 1.132802 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.461509), count: 1, class_loss = 0.270558, iou_loss = 0.279550, total_loss = 0.550108 \n"," total_bbox = 312987, rewritten_bbox = 1.399739 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656682), count: 2, class_loss = 0.460140, iou_loss = 0.062539, total_loss = 0.522680 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702905), count: 4, class_loss = 0.918883, iou_loss = 0.411596, total_loss = 1.330479 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.533234), count: 1, class_loss = 0.259020, iou_loss = 0.140035, total_loss = 0.399055 \n"," total_bbox = 312994, rewritten_bbox = 1.399707 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752016), count: 3, class_loss = 0.421778, iou_loss = 0.208939, total_loss = 0.630717 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593806), count: 4, class_loss = 0.677391, iou_loss = 0.989496, total_loss = 1.666887 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009719, iou_loss = 0.000000, total_loss = 0.009719 \n"," total_bbox = 313001, rewritten_bbox = 1.399996 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741204), count: 3, class_loss = 0.168468, iou_loss = 0.113292, total_loss = 0.281760 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746353), count: 3, class_loss = 0.090846, iou_loss = 0.144398, total_loss = 0.235244 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002662, iou_loss = 0.000000, total_loss = 0.002662 \n"," total_bbox = 313007, rewritten_bbox = 1.399969 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804493), count: 3, class_loss = 0.013387, iou_loss = 0.086772, total_loss = 0.100159 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666073), count: 2, class_loss = 0.364911, iou_loss = 0.145153, total_loss = 0.510064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.797353), count: 2, class_loss = 0.292124, iou_loss = 0.072588, total_loss = 0.364711 \n"," total_bbox = 313014, rewritten_bbox = 1.399937 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803023), count: 3, class_loss = 0.199326, iou_loss = 0.108014, total_loss = 0.307340 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676120), count: 3, class_loss = 0.653342, iou_loss = 0.396123, total_loss = 1.049465 \n","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 = 313019, rewritten_bbox = 1.399915 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798654), count: 3, class_loss = 0.642845, iou_loss = 0.074136, total_loss = 0.716980 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715440), count: 3, class_loss = 0.705014, iou_loss = 0.207716, total_loss = 0.912731 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.673868), count: 12, class_loss = 1.583324, iou_loss = 1.705133, total_loss = 3.288457 \n"," total_bbox = 313037, rewritten_bbox = 1.399835 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831632), count: 2, class_loss = 0.087962, iou_loss = 0.073357, total_loss = 0.161319 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844115), count: 5, class_loss = 0.634206, iou_loss = 0.136488, total_loss = 0.770695 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.628400), count: 1, class_loss = 0.207555, iou_loss = 0.150545, total_loss = 0.358100 \n"," total_bbox = 313045, rewritten_bbox = 1.399799 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848868), count: 1, class_loss = 0.149228, iou_loss = 0.013318, total_loss = 0.162546 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688625), count: 9, class_loss = 1.733022, iou_loss = 0.860222, total_loss = 2.593245 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475029), count: 3, class_loss = 0.733159, iou_loss = 1.574738, total_loss = 2.307898 \n"," total_bbox = 313058, rewritten_bbox = 1.399741 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781157), count: 3, class_loss = 0.212503, iou_loss = 0.116081, total_loss = 0.328584 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732354), count: 2, class_loss = 0.155159, iou_loss = 0.073023, total_loss = 0.228181 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.756531), count: 2, class_loss = 0.444095, iou_loss = 0.156821, total_loss = 0.600916 \n"," total_bbox = 313065, rewritten_bbox = 1.399709 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793814), count: 4, class_loss = 0.487100, iou_loss = 0.128566, total_loss = 0.615667 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855616), count: 1, class_loss = 0.099446, iou_loss = 0.027292, total_loss = 0.126738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005521, iou_loss = 0.000000, total_loss = 0.005521 \n"," total_bbox = 313070, rewritten_bbox = 1.399687 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818052), count: 4, class_loss = 0.468605, iou_loss = 0.103794, total_loss = 0.572399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694902), count: 4, class_loss = 0.625989, iou_loss = 0.368992, total_loss = 0.994981 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000539, iou_loss = 0.000000, total_loss = 0.000539 \n"," total_bbox = 313078, rewritten_bbox = 1.399651 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752580), count: 4, class_loss = 0.523914, iou_loss = 0.200069, total_loss = 0.723983 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777906), count: 3, class_loss = 0.501407, iou_loss = 0.190548, total_loss = 0.691955 \n","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 = 313085, rewritten_bbox = 1.399620 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735349), count: 2, class_loss = 0.157333, iou_loss = 0.071366, total_loss = 0.228699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754133), count: 8, class_loss = 1.075117, iou_loss = 0.393882, total_loss = 1.468999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.647735), count: 4, class_loss = 0.820902, iou_loss = 0.317421, total_loss = 1.138322 \n"," total_bbox = 313099, rewritten_bbox = 1.399557 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899025), count: 1, class_loss = 0.093210, iou_loss = 0.003782, total_loss = 0.096993 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761446), count: 8, class_loss = 0.801447, iou_loss = 0.379478, total_loss = 1.180926 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.587222), count: 2, class_loss = 0.367361, iou_loss = 0.312346, total_loss = 0.679707 \n"," total_bbox = 313110, rewritten_bbox = 1.399508 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745382), count: 3, class_loss = 0.539859, iou_loss = 0.128026, total_loss = 0.667885 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688721), count: 4, class_loss = 1.158137, iou_loss = 0.487990, total_loss = 1.646127 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000319, iou_loss = 0.000000, total_loss = 0.000319 \n"," total_bbox = 313117, rewritten_bbox = 1.399477 % \n","\n"," 2187: 0.685494, 0.691757 avg loss, 0.001000 rate, 3.258479 seconds, 139968 images, 3.302206 hours left\n","Loaded: 0.000045 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784645), count: 3, class_loss = 0.265151, iou_loss = 0.115246, total_loss = 0.380398 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674681), count: 3, class_loss = 0.787380, iou_loss = 0.368743, total_loss = 1.156123 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006127, iou_loss = 0.000000, total_loss = 0.006127 \n"," total_bbox = 313123, rewritten_bbox = 1.399450 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730646), count: 5, class_loss = 0.884245, iou_loss = 0.324006, total_loss = 1.208251 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720642), count: 3, class_loss = 1.223910, iou_loss = 0.272614, total_loss = 1.496523 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.468515, iou_loss = 0.000000, total_loss = 0.468515 \n"," total_bbox = 313131, rewritten_bbox = 1.399414 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707947), count: 5, class_loss = 1.097511, iou_loss = 0.360986, total_loss = 1.458496 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725006), count: 4, class_loss = 0.277781, iou_loss = 0.763779, total_loss = 1.041560 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000200, iou_loss = 0.000000, total_loss = 0.000200 \n"," total_bbox = 313140, rewritten_bbox = 1.399693 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674351), count: 3, class_loss = 0.794088, iou_loss = 0.197276, total_loss = 0.991364 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.724709), count: 4, class_loss = 0.634917, iou_loss = 0.402433, total_loss = 1.037349 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.653842), count: 2, class_loss = 0.319534, iou_loss = 0.315345, total_loss = 0.634879 \n"," total_bbox = 313149, rewritten_bbox = 1.399653 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811685), count: 2, class_loss = 0.183437, iou_loss = 0.073235, total_loss = 0.256672 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699345), count: 8, class_loss = 0.161506, iou_loss = 0.670742, total_loss = 0.832248 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.301557), count: 1, class_loss = 0.303956, iou_loss = 0.666515, total_loss = 0.970472 \n"," total_bbox = 313160, rewritten_bbox = 1.399604 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727692), count: 8, class_loss = 1.077537, iou_loss = 0.656039, total_loss = 1.733576 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677038), count: 3, class_loss = 0.535730, iou_loss = 0.460108, total_loss = 0.995838 \n","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 = 313171, rewritten_bbox = 1.399555 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698491), count: 4, class_loss = 0.264591, iou_loss = 0.189870, total_loss = 0.454461 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768585), count: 5, class_loss = 0.429396, iou_loss = 0.282684, total_loss = 0.712079 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.666264), count: 13, class_loss = 2.299056, iou_loss = 1.612652, total_loss = 3.911708 \n"," total_bbox = 313193, rewritten_bbox = 1.399457 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836782), count: 2, class_loss = 0.332443, iou_loss = 0.044146, total_loss = 0.376589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755118), count: 11, class_loss = 1.350422, iou_loss = 0.771789, total_loss = 2.122211 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.633603), count: 7, class_loss = 1.580922, iou_loss = 1.335322, total_loss = 2.916244 \n"," total_bbox = 313213, rewritten_bbox = 1.399367 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729274), count: 8, class_loss = 1.662433, iou_loss = 0.516655, total_loss = 2.179088 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741380), count: 7, class_loss = 1.132982, iou_loss = 0.947536, total_loss = 2.080517 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591265), count: 1, class_loss = 0.292528, iou_loss = 0.179816, total_loss = 0.472343 \n"," total_bbox = 313229, rewritten_bbox = 1.399296 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732937), count: 6, class_loss = 0.580928, iou_loss = 0.271779, total_loss = 0.852706 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639258), count: 2, class_loss = 0.325669, iou_loss = 0.202341, total_loss = 0.528010 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003323, iou_loss = 0.000000, total_loss = 0.003323 \n"," total_bbox = 313237, rewritten_bbox = 1.399260 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802261), count: 7, class_loss = 0.798171, iou_loss = 0.280473, total_loss = 1.078644 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764703), count: 4, class_loss = 0.454687, iou_loss = 0.283056, total_loss = 0.737743 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.422558), count: 1, class_loss = 0.255291, iou_loss = 0.405667, total_loss = 0.660958 \n"," total_bbox = 313249, rewritten_bbox = 1.399206 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746899), count: 6, class_loss = 0.442049, iou_loss = 0.450564, total_loss = 0.892613 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660599), count: 1, class_loss = 0.267553, iou_loss = 0.082486, total_loss = 0.350039 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000564, iou_loss = 0.000000, total_loss = 0.000564 \n"," total_bbox = 313256, rewritten_bbox = 1.399175 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743547), count: 5, class_loss = 0.544455, iou_loss = 0.207805, total_loss = 0.752260 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797526), count: 3, class_loss = 0.913761, iou_loss = 0.193441, total_loss = 1.107202 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.648202), count: 1, class_loss = 0.249190, iou_loss = 0.069058, total_loss = 0.318248 \n"," total_bbox = 313265, rewritten_bbox = 1.399135 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840141), count: 3, class_loss = 0.219213, iou_loss = 0.047139, total_loss = 0.266352 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658431), count: 3, class_loss = 0.636714, iou_loss = 0.223320, total_loss = 0.860034 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634145), count: 4, class_loss = 0.527851, iou_loss = 0.440359, total_loss = 0.968210 \n"," total_bbox = 313274, rewritten_bbox = 1.399095 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605952), count: 3, class_loss = 0.720187, iou_loss = 0.295356, total_loss = 1.015543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.685418), count: 5, class_loss = 0.679036, iou_loss = 0.511600, total_loss = 1.190635 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001096, iou_loss = 0.000000, total_loss = 0.001096 \n"," total_bbox = 313282, rewritten_bbox = 1.399059 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752393), count: 5, class_loss = 0.732904, iou_loss = 0.331939, total_loss = 1.064843 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773407), count: 1, class_loss = 0.180803, iou_loss = 0.035974, total_loss = 0.216777 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572792), count: 10, class_loss = 1.328439, iou_loss = 1.401681, total_loss = 2.730120 \n"," total_bbox = 313298, rewritten_bbox = 1.398988 % \n","\n"," 2188: 0.947703, 0.717352 avg loss, 0.001000 rate, 3.264438 seconds, 140032 images, 3.285594 hours left\n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849502), count: 4, class_loss = 0.379019, iou_loss = 0.132133, total_loss = 0.511152 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661936), count: 3, class_loss = 0.513574, iou_loss = 0.387032, total_loss = 0.900606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000625, iou_loss = 0.000000, total_loss = 0.000625 \n"," total_bbox = 313305, rewritten_bbox = 1.398956 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.863831), count: 1, class_loss = 0.013870, iou_loss = 0.015869, total_loss = 0.029739 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727338), count: 6, class_loss = 0.983381, iou_loss = 0.420208, total_loss = 1.403589 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699621), count: 11, class_loss = 2.152955, iou_loss = 1.249381, total_loss = 3.402336 \n"," total_bbox = 313323, rewritten_bbox = 1.398876 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704623), count: 1, class_loss = 0.202307, iou_loss = 0.065370, total_loss = 0.267677 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745675), count: 5, class_loss = 0.937551, iou_loss = 0.372445, total_loss = 1.309996 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000367, iou_loss = 0.000000, total_loss = 0.000367 \n"," total_bbox = 313329, rewritten_bbox = 1.398849 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739833), count: 5, class_loss = 0.823865, iou_loss = 0.266271, total_loss = 1.090136 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717375), count: 6, class_loss = 0.690763, iou_loss = 0.728384, total_loss = 1.419147 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.632549), count: 4, class_loss = 0.892007, iou_loss = 0.392445, total_loss = 1.284453 \n"," total_bbox = 313344, rewritten_bbox = 1.398782 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626149), count: 4, class_loss = 0.823158, iou_loss = 0.436798, total_loss = 1.259956 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790474), count: 5, class_loss = 0.857392, iou_loss = 0.214194, total_loss = 1.071586 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.666822), count: 1, class_loss = 0.208324, iou_loss = 0.072303, total_loss = 0.280627 \n"," total_bbox = 313354, rewritten_bbox = 1.398738 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733452), count: 2, class_loss = 0.424851, iou_loss = 0.119384, total_loss = 0.544235 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.613285), count: 4, class_loss = 0.734379, iou_loss = 0.512122, total_loss = 1.246501 \n","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 = 313360, rewritten_bbox = 1.398711 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652981), count: 5, class_loss = 0.528616, iou_loss = 0.417548, total_loss = 0.946165 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848147), count: 1, class_loss = 0.032401, iou_loss = 0.072856, total_loss = 0.105257 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000095, iou_loss = 0.000000, total_loss = 0.000095 \n"," total_bbox = 313366, rewritten_bbox = 1.398684 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825459), count: 3, class_loss = 0.565824, iou_loss = 0.060988, total_loss = 0.626811 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632203), count: 4, class_loss = 1.138276, iou_loss = 0.649788, total_loss = 1.788064 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.128351, iou_loss = 0.000000, total_loss = 0.128351 \n"," total_bbox = 313373, rewritten_bbox = 1.398653 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788058), count: 4, class_loss = 0.161448, iou_loss = 0.168765, total_loss = 0.330214 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744898), count: 2, class_loss = 0.304043, iou_loss = 0.088192, total_loss = 0.392235 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001024, iou_loss = 0.000000, total_loss = 0.001024 \n"," total_bbox = 313379, rewritten_bbox = 1.398626 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768799), count: 4, class_loss = 0.159804, iou_loss = 0.108447, total_loss = 0.268252 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.433797), count: 1, class_loss = 0.350457, iou_loss = 0.199005, total_loss = 0.549462 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017987, iou_loss = 0.000000, total_loss = 0.017987 \n"," total_bbox = 313384, rewritten_bbox = 1.398604 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726251), count: 6, class_loss = 0.629780, iou_loss = 0.356024, total_loss = 0.985804 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001558, iou_loss = 0.000000, total_loss = 0.001558 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.025187, iou_loss = 0.000000, total_loss = 0.025187 \n"," total_bbox = 313390, rewritten_bbox = 1.398577 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769913), count: 7, class_loss = 1.449103, iou_loss = 0.373609, total_loss = 1.822712 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855324), count: 6, class_loss = 0.591809, iou_loss = 0.378138, total_loss = 0.969947 \n","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 = 313403, rewritten_bbox = 1.398519 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835698), count: 3, class_loss = 0.453604, iou_loss = 0.046704, total_loss = 0.500309 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660621), count: 1, class_loss = 0.320380, iou_loss = 0.160226, total_loss = 0.480606 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.607009), count: 1, class_loss = 0.236861, iou_loss = 0.113313, total_loss = 0.350173 \n"," total_bbox = 313408, rewritten_bbox = 1.398497 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753211), count: 4, class_loss = 0.283315, iou_loss = 0.237893, total_loss = 0.521209 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.062376, iou_loss = 0.000000, total_loss = 0.062376 \n","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 = 313412, rewritten_bbox = 1.398479 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805541), count: 2, class_loss = 0.034829, iou_loss = 0.058185, total_loss = 0.093014 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620389), count: 6, class_loss = 1.176568, iou_loss = 0.981533, total_loss = 2.158101 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002126, iou_loss = 0.000000, total_loss = 0.002126 \n"," total_bbox = 313420, rewritten_bbox = 1.398443 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716527), count: 3, class_loss = 0.356013, iou_loss = 0.121820, total_loss = 0.477833 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741354), count: 2, class_loss = 0.187597, iou_loss = 0.073031, total_loss = 0.260628 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.503425), count: 4, class_loss = 0.777150, iou_loss = 1.154413, total_loss = 1.931563 \n"," total_bbox = 313429, rewritten_bbox = 1.398403 % \n","\n"," 2189: 0.662941, 0.711911 avg loss, 0.001000 rate, 3.295707 seconds, 140096 images, 3.269170 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: 0.799761), count: 3, class_loss = 0.778379, iou_loss = 0.069201, total_loss = 0.847580 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647000), count: 1, class_loss = 0.457915, iou_loss = 0.184483, total_loss = 0.642398 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.702987), count: 1, class_loss = 0.253984, iou_loss = 0.068897, total_loss = 0.322881 \n"," total_bbox = 313434, rewritten_bbox = 1.398381 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811801), count: 6, class_loss = 0.670260, iou_loss = 0.197570, total_loss = 0.867830 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888438), count: 2, class_loss = 0.304647, iou_loss = 0.071680, total_loss = 0.376327 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001244, iou_loss = 0.000000, total_loss = 0.001244 \n"," total_bbox = 313442, rewritten_bbox = 1.398345 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691174), count: 6, class_loss = 1.119687, iou_loss = 0.346264, total_loss = 1.465951 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766374), count: 2, class_loss = 0.397959, iou_loss = 0.222671, total_loss = 0.620630 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009666, iou_loss = 0.000000, total_loss = 0.009666 \n"," total_bbox = 313450, rewritten_bbox = 1.398309 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767262), count: 3, class_loss = 0.193802, iou_loss = 0.185410, total_loss = 0.379212 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.603240), count: 3, class_loss = 0.751261, iou_loss = 0.535102, total_loss = 1.286363 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002552, iou_loss = 0.000000, total_loss = 0.002552 \n"," total_bbox = 313456, rewritten_bbox = 1.398282 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849062), count: 1, class_loss = 0.228648, iou_loss = 0.020537, total_loss = 0.249185 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705528), count: 5, class_loss = 0.561805, iou_loss = 0.431057, total_loss = 0.992862 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.766002), count: 1, class_loss = 0.153569, iou_loss = 0.088819, total_loss = 0.242388 \n"," total_bbox = 313463, rewritten_bbox = 1.398251 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748223), count: 3, class_loss = 0.882420, iou_loss = 0.128568, total_loss = 1.010988 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.610968), count: 4, class_loss = 1.132130, iou_loss = 0.387237, total_loss = 1.519367 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.638352), count: 1, class_loss = 0.258925, iou_loss = 0.294377, total_loss = 0.553301 \n"," total_bbox = 313471, rewritten_bbox = 1.398215 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848481), count: 4, class_loss = 0.052981, iou_loss = 0.148193, total_loss = 0.201175 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637992), count: 2, class_loss = 0.147589, iou_loss = 0.212030, total_loss = 0.359619 \n","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 = 313477, rewritten_bbox = 1.398189 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811747), count: 2, class_loss = 0.118419, iou_loss = 0.032566, total_loss = 0.150985 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752561), count: 2, class_loss = 0.149845, iou_loss = 0.084375, total_loss = 0.234220 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634865), count: 16, class_loss = 3.191761, iou_loss = 2.173281, total_loss = 5.365042 \n"," total_bbox = 313497, rewritten_bbox = 1.398100 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800556), count: 2, class_loss = 0.355580, iou_loss = 0.050875, total_loss = 0.406455 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.684509), count: 2, class_loss = 0.238576, iou_loss = 0.223454, total_loss = 0.462030 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704297), count: 1, class_loss = 0.230095, iou_loss = 0.107982, total_loss = 0.338077 \n"," total_bbox = 313502, rewritten_bbox = 1.398077 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801056), count: 1, class_loss = 0.276882, iou_loss = 0.026120, total_loss = 0.303003 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648369), count: 4, class_loss = 0.562117, iou_loss = 0.354467, total_loss = 0.916584 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.015569, iou_loss = 0.000000, total_loss = 0.015569 \n"," total_bbox = 313507, rewritten_bbox = 1.398055 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715533), count: 6, class_loss = 1.139915, iou_loss = 0.330436, total_loss = 1.470350 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668981), count: 3, class_loss = 0.656369, iou_loss = 0.219838, total_loss = 0.876207 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.644644), count: 4, class_loss = 0.693136, iou_loss = 0.522431, total_loss = 1.215567 \n"," total_bbox = 313520, rewritten_bbox = 1.397997 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739775), count: 4, class_loss = 0.580547, iou_loss = 0.263919, total_loss = 0.844466 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806416), count: 2, class_loss = 0.086567, iou_loss = 0.042074, total_loss = 0.128641 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.858190), count: 1, class_loss = 0.271929, iou_loss = 0.012231, total_loss = 0.284159 \n"," total_bbox = 313527, rewritten_bbox = 1.397966 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803174), count: 2, class_loss = 0.402943, iou_loss = 0.097638, total_loss = 0.500581 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754534), count: 3, class_loss = 0.798813, iou_loss = 0.111405, total_loss = 0.910217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014128, iou_loss = 0.000000, total_loss = 0.014128 \n"," total_bbox = 313532, rewritten_bbox = 1.397943 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697592), count: 5, class_loss = 0.795376, iou_loss = 0.271215, total_loss = 1.066591 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595371), count: 2, class_loss = 0.595664, iou_loss = 0.202845, total_loss = 0.798509 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004179, iou_loss = 0.000000, total_loss = 0.004179 \n"," total_bbox = 313539, rewritten_bbox = 1.397912 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868629), count: 3, class_loss = 0.372652, iou_loss = 0.060499, total_loss = 0.433151 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641799), count: 3, class_loss = 0.303872, iou_loss = 0.392531, total_loss = 0.696403 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005220, iou_loss = 0.000000, total_loss = 0.005220 \n"," total_bbox = 313545, rewritten_bbox = 1.397885 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824281), count: 4, class_loss = 0.336574, iou_loss = 0.103780, total_loss = 0.440355 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783385), count: 3, class_loss = 0.367914, iou_loss = 0.147608, total_loss = 0.515522 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001118, iou_loss = 0.000000, total_loss = 0.001118 \n"," total_bbox = 313552, rewritten_bbox = 1.397854 % \n","\n"," 2190: 0.632273, 0.703947 avg loss, 0.001000 rate, 3.275453 seconds, 140160 images, 3.253058 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 416 x 416 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000040 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721203), count: 8, class_loss = 0.855586, iou_loss = 0.838440, total_loss = 1.694027 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783030), count: 3, class_loss = 0.302324, iou_loss = 0.182923, total_loss = 0.485247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712256), count: 2, class_loss = 0.362655, iou_loss = 0.088006, total_loss = 0.450660 \n"," total_bbox = 313565, rewritten_bbox = 1.397796 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.890753), count: 3, class_loss = 0.581230, iou_loss = 0.037468, total_loss = 0.618698 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006164, iou_loss = 0.000000, total_loss = 0.006164 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.655455), count: 1, class_loss = 0.109838, iou_loss = 0.093328, total_loss = 0.203166 \n"," total_bbox = 313569, rewritten_bbox = 1.397779 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664011), count: 6, class_loss = 0.462387, iou_loss = 0.498029, total_loss = 0.960416 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719663), count: 11, class_loss = 1.313089, iou_loss = 1.141525, total_loss = 2.454614 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.633183), count: 4, class_loss = 0.484741, iou_loss = 0.559560, total_loss = 1.044300 \n"," total_bbox = 313590, rewritten_bbox = 1.397685 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718345), count: 6, class_loss = 1.024373, iou_loss = 0.499026, total_loss = 1.523399 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736521), count: 2, class_loss = 0.031117, iou_loss = 0.107579, total_loss = 0.138696 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776509), count: 1, class_loss = 0.089317, iou_loss = 0.026766, total_loss = 0.116083 \n"," total_bbox = 313599, rewritten_bbox = 1.397645 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820615), count: 4, class_loss = 0.245743, iou_loss = 0.176292, total_loss = 0.422035 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732731), count: 4, class_loss = 0.208071, iou_loss = 0.249511, total_loss = 0.457582 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.148998, iou_loss = 0.000000, total_loss = 0.148998 \n"," total_bbox = 313607, rewritten_bbox = 1.397609 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677975), count: 7, class_loss = 0.545886, iou_loss = 0.626006, total_loss = 1.171892 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.624179), count: 2, class_loss = 0.580241, iou_loss = 0.285084, total_loss = 0.865325 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001077, iou_loss = 0.000000, total_loss = 0.001077 \n"," total_bbox = 313616, rewritten_bbox = 1.397569 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807186), count: 4, class_loss = 0.479931, iou_loss = 0.157167, total_loss = 0.637097 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775239), count: 3, class_loss = 0.491772, iou_loss = 0.326218, total_loss = 0.817990 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003202, iou_loss = 0.000000, total_loss = 0.003202 \n"," total_bbox = 313622, rewritten_bbox = 1.397542 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709662), count: 4, class_loss = 0.559814, iou_loss = 0.184638, total_loss = 0.744452 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770514), count: 4, class_loss = 0.430993, iou_loss = 0.279291, total_loss = 0.710284 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.051413, iou_loss = 0.000000, total_loss = 0.051413 \n"," total_bbox = 313630, rewritten_bbox = 1.397507 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801992), count: 6, class_loss = 0.636162, iou_loss = 0.174381, total_loss = 0.810544 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740781), count: 1, class_loss = 0.312363, iou_loss = 0.062190, total_loss = 0.374553 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007816, iou_loss = 0.000000, total_loss = 0.007816 \n"," total_bbox = 313637, rewritten_bbox = 1.397475 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827018), count: 4, class_loss = 0.445469, iou_loss = 0.136921, total_loss = 0.582391 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728773), count: 3, class_loss = 0.113586, iou_loss = 0.234380, total_loss = 0.347966 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.527589), count: 1, class_loss = 0.239237, iou_loss = 0.189426, total_loss = 0.428662 \n"," total_bbox = 313645, rewritten_bbox = 1.397440 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739204), count: 2, class_loss = 0.226238, iou_loss = 0.094922, total_loss = 0.321160 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691832), count: 3, class_loss = 0.850168, iou_loss = 0.238960, total_loss = 1.089128 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001922, iou_loss = 0.000000, total_loss = 0.001922 \n"," total_bbox = 313650, rewritten_bbox = 1.397418 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776032), count: 6, class_loss = 0.559499, iou_loss = 0.399305, total_loss = 0.958804 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714898), count: 6, class_loss = 1.111490, iou_loss = 0.507954, total_loss = 1.619444 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.094044, iou_loss = 0.000000, total_loss = 0.094044 \n"," total_bbox = 313662, rewritten_bbox = 1.397364 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730365), count: 3, class_loss = 0.405631, iou_loss = 0.206771, total_loss = 0.612402 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778030), count: 2, class_loss = 0.295602, iou_loss = 0.055914, total_loss = 0.351516 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001955, iou_loss = 0.000000, total_loss = 0.001955 \n"," total_bbox = 313667, rewritten_bbox = 1.397342 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877647), count: 2, class_loss = 0.034585, iou_loss = 0.034723, total_loss = 0.069308 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660680), count: 9, class_loss = 1.872511, iou_loss = 1.129520, total_loss = 3.002031 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.397682), count: 1, class_loss = 0.248324, iou_loss = 0.574215, total_loss = 0.822539 \n"," total_bbox = 313679, rewritten_bbox = 1.397288 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824855), count: 3, class_loss = 0.190559, iou_loss = 0.096208, total_loss = 0.286767 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687338), count: 3, class_loss = 0.468175, iou_loss = 0.232610, total_loss = 0.700785 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022467, iou_loss = 0.000000, total_loss = 0.022467 \n"," total_bbox = 313685, rewritten_bbox = 1.397262 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745104), count: 7, class_loss = 0.628439, iou_loss = 0.713359, total_loss = 1.341799 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.681640), count: 4, class_loss = 0.344502, iou_loss = 0.365517, total_loss = 0.710019 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.663990), count: 2, class_loss = 0.235548, iou_loss = 0.346195, total_loss = 0.581743 \n"," total_bbox = 313698, rewritten_bbox = 1.397204 % \n","\n"," 2191: 0.643054, 0.697858 avg loss, 0.001000 rate, 4.806727 seconds, 140224 images, 3.236996 hours left\n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862239), count: 5, class_loss = 0.716368, iou_loss = 0.073447, total_loss = 0.789815 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838764), count: 5, class_loss = 0.942640, iou_loss = 0.183178, total_loss = 1.125818 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002392, iou_loss = 0.000000, total_loss = 0.002392 \n"," total_bbox = 313708, rewritten_bbox = 1.397159 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859857), count: 4, class_loss = 0.450007, iou_loss = 0.132746, total_loss = 0.582753 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647219), count: 1, class_loss = 0.053524, iou_loss = 0.096274, total_loss = 0.149798 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001026, iou_loss = 0.000000, total_loss = 0.001026 \n"," total_bbox = 313713, rewritten_bbox = 1.397137 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856087), count: 6, class_loss = 0.287733, iou_loss = 0.176087, total_loss = 0.463820 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004918, iou_loss = 0.000000, total_loss = 0.004918 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.649941), count: 6, class_loss = 1.040658, iou_loss = 0.553883, total_loss = 1.594542 \n"," total_bbox = 313725, rewritten_bbox = 1.397721 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798845), count: 5, class_loss = 0.349304, iou_loss = 0.216472, total_loss = 0.565776 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761099), count: 4, class_loss = 0.570898, iou_loss = 0.233944, total_loss = 0.804842 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002760, iou_loss = 0.000000, total_loss = 0.002760 \n"," total_bbox = 313734, rewritten_bbox = 1.397681 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859795), count: 5, class_loss = 0.173174, iou_loss = 0.163941, total_loss = 0.337115 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.617984), count: 3, class_loss = 0.741297, iou_loss = 0.367746, total_loss = 1.109042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002662, iou_loss = 0.000000, total_loss = 0.002662 \n"," total_bbox = 313742, rewritten_bbox = 1.397645 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734971), count: 7, class_loss = 0.767954, iou_loss = 0.579773, total_loss = 1.347727 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648915), count: 1, class_loss = 0.047394, iou_loss = 0.066402, total_loss = 0.113796 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002113, iou_loss = 0.000000, total_loss = 0.002113 \n"," total_bbox = 313750, rewritten_bbox = 1.397610 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835105), count: 4, class_loss = 0.317551, iou_loss = 0.108467, total_loss = 0.426018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750290), count: 2, class_loss = 0.392598, iou_loss = 0.106440, total_loss = 0.499038 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.024739, iou_loss = 0.000000, total_loss = 0.024739 \n"," total_bbox = 313756, rewritten_bbox = 1.397583 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822850), count: 4, class_loss = 0.652239, iou_loss = 0.111582, total_loss = 0.763822 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692768), count: 2, class_loss = 0.187646, iou_loss = 0.137781, total_loss = 0.325427 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001164, iou_loss = 0.000000, total_loss = 0.001164 \n"," total_bbox = 313762, rewritten_bbox = 1.397556 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788104), count: 6, class_loss = 0.167172, iou_loss = 0.335405, total_loss = 0.502578 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.176007, iou_loss = 0.000000, total_loss = 0.176007 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000092, iou_loss = 0.000000, total_loss = 0.000092 \n"," total_bbox = 313768, rewritten_bbox = 1.397529 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833052), count: 4, class_loss = 0.084773, iou_loss = 0.200956, total_loss = 0.285729 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723142), count: 2, class_loss = 0.449487, iou_loss = 0.079386, total_loss = 0.528873 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.273147, iou_loss = 0.308881, total_loss = 0.582028 \n"," total_bbox = 313775, rewritten_bbox = 1.397498 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849810), count: 3, class_loss = 0.418448, iou_loss = 0.118563, total_loss = 0.537011 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773449), count: 1, class_loss = 0.133829, iou_loss = 0.138338, total_loss = 0.272167 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.427899), count: 1, class_loss = 0.260031, iou_loss = 0.395635, total_loss = 0.655666 \n"," total_bbox = 313780, rewritten_bbox = 1.397476 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742013), count: 5, class_loss = 0.520640, iou_loss = 0.302727, total_loss = 0.823367 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713066), count: 7, class_loss = 1.521700, iou_loss = 0.477667, total_loss = 1.999367 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.029742, iou_loss = 0.000000, total_loss = 0.029742 \n"," total_bbox = 313792, rewritten_bbox = 1.397423 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794838), count: 3, class_loss = 0.411428, iou_loss = 0.260866, total_loss = 0.672294 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717284), count: 1, class_loss = 0.260492, iou_loss = 0.096190, total_loss = 0.356683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.537728), count: 4, class_loss = 0.775304, iou_loss = 0.853620, total_loss = 1.628924 \n"," total_bbox = 313800, rewritten_bbox = 1.397387 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839322), count: 6, class_loss = 0.325341, iou_loss = 0.189675, total_loss = 0.515016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709263), count: 2, class_loss = 0.340086, iou_loss = 0.106117, total_loss = 0.446203 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.177664, iou_loss = 0.000000, total_loss = 0.177664 \n"," total_bbox = 313808, rewritten_bbox = 1.397351 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797254), count: 6, class_loss = 0.430063, iou_loss = 0.266323, total_loss = 0.696386 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868223), count: 1, class_loss = 0.125577, iou_loss = 0.028918, total_loss = 0.154494 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006535, iou_loss = 0.000000, total_loss = 0.006535 \n"," total_bbox = 313815, rewritten_bbox = 1.397320 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788547), count: 5, class_loss = 0.438672, iou_loss = 0.175343, total_loss = 0.614016 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817000), count: 2, class_loss = 0.245556, iou_loss = 0.053401, total_loss = 0.298957 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000653, iou_loss = 0.000000, total_loss = 0.000653 \n"," total_bbox = 313822, rewritten_bbox = 1.397289 % \n","\n"," 2192: 0.479195, 0.675991 avg loss, 0.001000 rate, 4.966112 seconds, 140288 images, 3.228780 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: 0.706663), count: 7, class_loss = 1.251705, iou_loss = 0.510202, total_loss = 1.761907 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.656902), count: 2, class_loss = 0.406840, iou_loss = 0.349150, total_loss = 0.755990 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.686792), count: 1, class_loss = 0.257337, iou_loss = 0.097398, total_loss = 0.354735 \n"," total_bbox = 313832, rewritten_bbox = 1.397244 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812559), count: 5, class_loss = 0.452480, iou_loss = 0.260100, total_loss = 0.712579 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001109, iou_loss = 0.000000, total_loss = 0.001109 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.128927), count: 1, class_loss = 0.250208, iou_loss = 0.598279, total_loss = 0.848487 \n"," total_bbox = 313838, rewritten_bbox = 1.397218 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645176), count: 5, class_loss = 1.003496, iou_loss = 0.506426, total_loss = 1.509922 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628642), count: 7, class_loss = 1.466765, iou_loss = 1.131888, total_loss = 2.598654 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000685, iou_loss = 0.000000, total_loss = 0.000685 \n"," total_bbox = 313850, rewritten_bbox = 1.397164 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815213), count: 4, class_loss = 0.579730, iou_loss = 0.177274, total_loss = 0.757005 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735901), count: 1, class_loss = 0.252977, iou_loss = 0.051454, total_loss = 0.304432 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001212, iou_loss = 0.000000, total_loss = 0.001212 \n"," total_bbox = 313855, rewritten_bbox = 1.397142 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795966), count: 6, class_loss = 0.568575, iou_loss = 0.196095, total_loss = 0.764670 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614867), count: 3, class_loss = 0.610686, iou_loss = 1.257658, total_loss = 1.868344 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001136, iou_loss = 0.000000, total_loss = 0.001136 \n"," total_bbox = 313864, rewritten_bbox = 1.397102 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781720), count: 6, class_loss = 0.748665, iou_loss = 0.308280, total_loss = 1.056945 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.431624), count: 1, class_loss = 0.431146, iou_loss = 0.631043, total_loss = 1.062189 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.550927), count: 1, class_loss = 0.161318, iou_loss = 0.130037, total_loss = 0.291355 \n"," total_bbox = 313872, rewritten_bbox = 1.397066 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791301), count: 4, class_loss = 0.409503, iou_loss = 0.195545, total_loss = 0.605048 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.499396), count: 1, class_loss = 0.272987, iou_loss = 0.204985, total_loss = 0.477972 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000366, iou_loss = 0.000000, total_loss = 0.000366 \n"," total_bbox = 313877, rewritten_bbox = 1.397044 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774084), count: 4, class_loss = 0.390463, iou_loss = 0.291780, total_loss = 0.682243 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718676), count: 9, class_loss = 1.428970, iou_loss = 0.776793, total_loss = 2.205763 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.339390), count: 1, class_loss = 0.265773, iou_loss = 0.460691, total_loss = 0.726464 \n"," total_bbox = 313891, rewritten_bbox = 1.396982 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779149), count: 8, class_loss = 0.791266, iou_loss = 0.339421, total_loss = 1.130686 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776693), count: 10, class_loss = 1.022193, iou_loss = 0.369149, total_loss = 1.391341 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.703607), count: 1, class_loss = 0.163084, iou_loss = 0.192115, total_loss = 0.355200 \n"," total_bbox = 313910, rewritten_bbox = 1.396897 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813210), count: 5, class_loss = 0.292654, iou_loss = 0.128621, total_loss = 0.421275 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000908, iou_loss = 0.000000, total_loss = 0.000908 \n"," total_bbox = 313915, rewritten_bbox = 1.396875 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761701), count: 7, class_loss = 0.497620, iou_loss = 0.408858, total_loss = 0.906478 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752470), count: 4, class_loss = 0.357825, iou_loss = 0.269696, total_loss = 0.627521 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.388211), count: 1, class_loss = 0.255835, iou_loss = 0.155484, total_loss = 0.411320 \n"," total_bbox = 313927, rewritten_bbox = 1.396821 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734762), count: 5, class_loss = 0.523127, iou_loss = 0.225424, total_loss = 0.748551 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830715), count: 2, class_loss = 0.084689, iou_loss = 0.053526, total_loss = 0.138215 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023849, iou_loss = 0.000000, total_loss = 0.023849 \n"," total_bbox = 313934, rewritten_bbox = 1.396790 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828742), count: 7, class_loss = 0.554798, iou_loss = 0.282817, total_loss = 0.837615 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826272), count: 3, class_loss = 0.411748, iou_loss = 0.074150, total_loss = 0.485897 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013277, iou_loss = 0.000000, total_loss = 0.013277 \n"," total_bbox = 313944, rewritten_bbox = 1.396746 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770340), count: 3, class_loss = 0.016329, iou_loss = 0.068761, total_loss = 0.085090 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800285), count: 1, class_loss = 0.062782, iou_loss = 0.028277, total_loss = 0.091060 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.688618), count: 4, class_loss = 0.671614, iou_loss = 0.320789, total_loss = 0.992403 \n"," total_bbox = 313952, rewritten_bbox = 1.396710 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782939), count: 11, class_loss = 0.771257, iou_loss = 0.425575, total_loss = 1.196832 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725137), count: 2, class_loss = 0.185847, iou_loss = 0.149482, total_loss = 0.335329 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.802612), count: 1, class_loss = 0.062663, iou_loss = 0.016551, total_loss = 0.079214 \n"," total_bbox = 313966, rewritten_bbox = 1.396648 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789937), count: 3, class_loss = 0.102110, iou_loss = 0.088628, total_loss = 0.190738 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638931), count: 3, class_loss = 0.552945, iou_loss = 0.323911, total_loss = 0.876856 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768260), count: 1, class_loss = 0.065250, iou_loss = 0.069701, total_loss = 0.134952 \n"," total_bbox = 313973, rewritten_bbox = 1.396617 % \n","\n"," 2193: 0.642164, 0.672609 avg loss, 0.001000 rate, 4.973068 seconds, 140352 images, 3.221434 hours left\n","Loaded: 0.000044 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690413), count: 6, class_loss = 0.496085, iou_loss = 0.560633, total_loss = 1.056718 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743461), count: 1, class_loss = 0.342476, iou_loss = 0.030376, total_loss = 0.372853 \n","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 = 313980, rewritten_bbox = 1.397223 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683080), count: 1, class_loss = 0.083799, iou_loss = 0.098272, total_loss = 0.182071 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764533), count: 4, class_loss = 0.139101, iou_loss = 0.184030, total_loss = 0.323131 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.581366), count: 1, class_loss = 0.216441, iou_loss = 0.119473, total_loss = 0.335914 \n"," total_bbox = 313986, rewritten_bbox = 1.397196 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812257), count: 7, class_loss = 0.565617, iou_loss = 0.209769, total_loss = 0.775386 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747280), count: 2, class_loss = 0.382164, iou_loss = 0.288982, total_loss = 0.671146 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.469083), count: 2, class_loss = 0.492840, iou_loss = 0.495966, total_loss = 0.988806 \n"," total_bbox = 313997, rewritten_bbox = 1.397147 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708580), count: 4, class_loss = 0.273156, iou_loss = 0.205847, total_loss = 0.479003 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718070), count: 4, class_loss = 0.431266, iou_loss = 0.251852, total_loss = 0.683118 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009354, iou_loss = 0.000000, total_loss = 0.009354 \n"," total_bbox = 314005, rewritten_bbox = 1.397430 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741666), count: 5, class_loss = 0.564395, iou_loss = 0.316579, total_loss = 0.880974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764964), count: 8, class_loss = 1.117463, iou_loss = 0.449609, total_loss = 1.567072 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023139, iou_loss = 0.000000, total_loss = 0.023139 \n"," total_bbox = 314018, rewritten_bbox = 1.397372 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807305), count: 6, class_loss = 0.393064, iou_loss = 0.220992, total_loss = 0.614056 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.655020), count: 4, class_loss = 0.887001, iou_loss = 0.759583, total_loss = 1.646584 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000572, iou_loss = 0.000000, total_loss = 0.000572 \n"," total_bbox = 314028, rewritten_bbox = 1.397328 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813803), count: 4, class_loss = 0.199647, iou_loss = 0.099231, total_loss = 0.298878 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731809), count: 2, class_loss = 0.278139, iou_loss = 0.123268, total_loss = 0.401407 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001568, iou_loss = 0.000000, total_loss = 0.001568 \n"," total_bbox = 314034, rewritten_bbox = 1.397301 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876133), count: 2, class_loss = 0.117252, iou_loss = 0.019864, total_loss = 0.137116 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706655), count: 2, class_loss = 0.489345, iou_loss = 0.115629, total_loss = 0.604974 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001368, iou_loss = 0.000000, total_loss = 0.001368 \n"," total_bbox = 314038, rewritten_bbox = 1.397283 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760170), count: 12, class_loss = 1.027297, iou_loss = 0.783727, total_loss = 1.811024 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713777), count: 6, class_loss = 1.097920, iou_loss = 0.454763, total_loss = 1.552683 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000525, iou_loss = 0.000000, total_loss = 0.000525 \n"," total_bbox = 314056, rewritten_bbox = 1.397840 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724266), count: 2, class_loss = 0.301771, iou_loss = 0.116619, total_loss = 0.418390 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737506), count: 6, class_loss = 0.576890, iou_loss = 0.436037, total_loss = 1.012927 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004388, iou_loss = 0.000000, total_loss = 0.004388 \n"," total_bbox = 314064, rewritten_bbox = 1.397804 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815422), count: 6, class_loss = 0.135497, iou_loss = 0.186248, total_loss = 0.321745 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750620), count: 5, class_loss = 1.066261, iou_loss = 0.337757, total_loss = 1.404018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.683873), count: 1, class_loss = 0.140058, iou_loss = 0.099304, total_loss = 0.239363 \n"," total_bbox = 314076, rewritten_bbox = 1.397751 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845268), count: 6, class_loss = 0.482478, iou_loss = 0.129709, total_loss = 0.612187 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.690163), count: 2, class_loss = 0.321413, iou_loss = 0.217100, total_loss = 0.538514 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000757, iou_loss = 0.000000, total_loss = 0.000757 \n"," total_bbox = 314084, rewritten_bbox = 1.397715 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769659), count: 7, class_loss = 0.939895, iou_loss = 0.295287, total_loss = 1.235182 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.721746), count: 4, class_loss = 0.409015, iou_loss = 0.235830, total_loss = 0.644845 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.742340), count: 2, class_loss = 0.357861, iou_loss = 0.124034, total_loss = 0.481894 \n"," total_bbox = 314097, rewritten_bbox = 1.397657 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792109), count: 4, class_loss = 0.424985, iou_loss = 0.312014, total_loss = 0.736999 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812451), count: 3, class_loss = 0.477071, iou_loss = 0.109233, total_loss = 0.586304 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000310, iou_loss = 0.000000, total_loss = 0.000310 \n"," total_bbox = 314104, rewritten_bbox = 1.397626 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766015), count: 5, class_loss = 0.449166, iou_loss = 0.297112, total_loss = 0.746279 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714725), count: 12, class_loss = 2.067794, iou_loss = 1.157987, total_loss = 3.225780 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745763), count: 1, class_loss = 0.048769, iou_loss = 0.073950, total_loss = 0.122720 \n"," total_bbox = 314122, rewritten_bbox = 1.397546 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751041), count: 4, class_loss = 0.308171, iou_loss = 0.223403, total_loss = 0.531574 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727698), count: 2, class_loss = 0.027260, iou_loss = 0.096682, total_loss = 0.123942 \n","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 = 314128, rewritten_bbox = 1.397519 % \n","\n"," 2194: 0.591827, 0.664530 avg loss, 0.001000 rate, 4.941690 seconds, 140416 images, 3.214182 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790164), count: 3, class_loss = 0.294604, iou_loss = 0.240204, total_loss = 0.534808 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798011), count: 2, class_loss = 0.339027, iou_loss = 0.115569, total_loss = 0.454595 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.316620), count: 1, class_loss = 0.270649, iou_loss = 0.701604, total_loss = 0.972253 \n"," total_bbox = 314134, rewritten_bbox = 1.397811 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810328), count: 5, class_loss = 0.057398, iou_loss = 0.200528, total_loss = 0.257926 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790263), count: 1, class_loss = 0.286973, iou_loss = 0.037338, total_loss = 0.324310 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000307, iou_loss = 0.000000, total_loss = 0.000307 \n"," total_bbox = 314140, rewritten_bbox = 1.397784 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784657), count: 4, class_loss = 0.440169, iou_loss = 0.125855, total_loss = 0.566025 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750810), count: 4, class_loss = 0.840263, iou_loss = 0.399637, total_loss = 1.239900 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.578009), count: 5, class_loss = 0.846398, iou_loss = 1.005952, total_loss = 1.852350 \n"," total_bbox = 314153, rewritten_bbox = 1.397727 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848909), count: 4, class_loss = 0.445240, iou_loss = 0.109145, total_loss = 0.554384 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.646932), count: 2, class_loss = 0.391154, iou_loss = 0.246338, total_loss = 0.637492 \n","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 = 314159, rewritten_bbox = 1.397700 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848447), count: 5, class_loss = 0.332799, iou_loss = 0.106845, total_loss = 0.439643 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665337), count: 4, class_loss = 0.748763, iou_loss = 0.336780, total_loss = 1.085543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001068, iou_loss = 0.000000, total_loss = 0.001068 \n"," total_bbox = 314168, rewritten_bbox = 1.397660 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.675378), count: 5, class_loss = 0.383713, iou_loss = 0.358960, total_loss = 0.742674 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662769), count: 1, class_loss = 0.146270, iou_loss = 0.081273, total_loss = 0.227543 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.953179), count: 1, class_loss = 0.247715, iou_loss = 0.003512, total_loss = 0.251227 \n"," total_bbox = 314175, rewritten_bbox = 1.397629 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858337), count: 3, class_loss = 0.283239, iou_loss = 0.199791, total_loss = 0.483030 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746883), count: 3, class_loss = 0.464887, iou_loss = 0.173008, total_loss = 0.637895 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001664, iou_loss = 0.000000, total_loss = 0.001664 \n"," total_bbox = 314181, rewritten_bbox = 1.397602 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783156), count: 2, class_loss = 0.165010, iou_loss = 0.162012, total_loss = 0.327021 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776133), count: 3, class_loss = 0.649454, iou_loss = 0.150030, total_loss = 0.799484 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003108, iou_loss = 0.000000, total_loss = 0.003108 \n"," total_bbox = 314186, rewritten_bbox = 1.397580 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775263), count: 4, class_loss = 0.510370, iou_loss = 0.189942, total_loss = 0.700313 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751683), count: 3, class_loss = 0.444988, iou_loss = 0.237824, total_loss = 0.682811 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000575, iou_loss = 0.000000, total_loss = 0.000575 \n"," total_bbox = 314193, rewritten_bbox = 1.397549 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776018), count: 5, class_loss = 0.474217, iou_loss = 0.279029, total_loss = 0.753247 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630676), count: 2, class_loss = 0.443133, iou_loss = 0.164586, total_loss = 0.607719 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000238, iou_loss = 0.000000, total_loss = 0.000238 \n"," total_bbox = 314200, rewritten_bbox = 1.397518 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833852), count: 2, class_loss = 0.358427, iou_loss = 0.043527, total_loss = 0.401955 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.695673), count: 2, class_loss = 0.258443, iou_loss = 0.119308, total_loss = 0.377751 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005982, iou_loss = 0.000000, total_loss = 0.005982 \n"," total_bbox = 314204, rewritten_bbox = 1.397500 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810605), count: 3, class_loss = 0.200519, iou_loss = 0.058436, total_loss = 0.258955 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702575), count: 3, class_loss = 0.658524, iou_loss = 0.164174, total_loss = 0.822699 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000244, iou_loss = 0.000000, total_loss = 0.000244 \n"," total_bbox = 314210, rewritten_bbox = 1.397473 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778825), count: 5, class_loss = 0.563766, iou_loss = 0.236389, total_loss = 0.800156 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002018, iou_loss = 0.000000, total_loss = 0.002018 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000788, iou_loss = 0.000000, total_loss = 0.000788 \n"," total_bbox = 314215, rewritten_bbox = 1.397451 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795018), count: 5, class_loss = 0.206575, iou_loss = 0.294306, total_loss = 0.500881 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.025312, iou_loss = 0.000000, total_loss = 0.025312 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.697949), count: 1, class_loss = 0.071698, iou_loss = 0.111517, total_loss = 0.183215 \n"," total_bbox = 314221, rewritten_bbox = 1.397424 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714138), count: 4, class_loss = 0.320986, iou_loss = 0.411324, total_loss = 0.732311 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637039), count: 3, class_loss = 0.474444, iou_loss = 0.404248, total_loss = 0.878692 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.754441), count: 1, class_loss = 0.142073, iou_loss = 0.060963, total_loss = 0.203036 \n"," total_bbox = 314229, rewritten_bbox = 1.397389 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715988), count: 11, class_loss = 1.761200, iou_loss = 1.206855, total_loss = 2.968055 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.653888), count: 6, class_loss = 1.316107, iou_loss = 0.713159, total_loss = 2.029266 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.425400), count: 1, class_loss = 0.250262, iou_loss = 0.426889, total_loss = 0.677151 \n"," total_bbox = 314247, rewritten_bbox = 1.397308 % \n","\n"," 2195: 0.541827, 0.652260 avg loss, 0.001000 rate, 4.952462 seconds, 140480 images, 3.206831 hours left\n","Loaded: 0.000054 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856975), count: 4, class_loss = 0.297815, iou_loss = 0.059861, total_loss = 0.357676 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703942), count: 3, class_loss = 0.309083, iou_loss = 0.271381, total_loss = 0.580463 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002295, iou_loss = 0.000000, total_loss = 0.002295 \n"," total_bbox = 314254, rewritten_bbox = 1.397277 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781877), count: 3, class_loss = 0.218560, iou_loss = 0.143053, total_loss = 0.361614 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754263), count: 7, class_loss = 0.554355, iou_loss = 0.281699, total_loss = 0.836053 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.522132), count: 1, class_loss = 0.239049, iou_loss = 0.224320, total_loss = 0.463369 \n"," total_bbox = 314265, rewritten_bbox = 1.397228 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862108), count: 2, class_loss = 0.303852, iou_loss = 0.032924, total_loss = 0.336776 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730706), count: 3, class_loss = 0.487309, iou_loss = 0.207840, total_loss = 0.695149 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000155, iou_loss = 0.000000, total_loss = 0.000155 \n"," total_bbox = 314270, rewritten_bbox = 1.397206 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797619), count: 5, class_loss = 0.211825, iou_loss = 0.155618, total_loss = 0.367443 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776553), count: 1, class_loss = 0.234412, iou_loss = 0.097175, total_loss = 0.331587 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000543, iou_loss = 0.000000, total_loss = 0.000543 \n"," total_bbox = 314276, rewritten_bbox = 1.397180 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786195), count: 1, class_loss = 0.002684, iou_loss = 0.046311, total_loss = 0.048995 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739112), count: 7, class_loss = 1.409578, iou_loss = 0.580747, total_loss = 1.990325 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.794306), count: 1, class_loss = 0.042520, iou_loss = 0.049923, total_loss = 0.092443 \n"," total_bbox = 314285, rewritten_bbox = 1.397140 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748393), count: 4, class_loss = 0.567887, iou_loss = 0.348658, total_loss = 0.916545 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827125), count: 1, class_loss = 0.149641, iou_loss = 0.022781, total_loss = 0.172422 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n"," total_bbox = 314290, rewritten_bbox = 1.397117 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803496), count: 5, class_loss = 0.857799, iou_loss = 0.175080, total_loss = 1.032879 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789948), count: 2, class_loss = 0.135799, iou_loss = 0.131626, total_loss = 0.267425 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830673), count: 1, class_loss = 0.039702, iou_loss = 0.015445, total_loss = 0.055148 \n"," total_bbox = 314298, rewritten_bbox = 1.397082 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747896), count: 9, class_loss = 0.825516, iou_loss = 0.423213, total_loss = 1.248729 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746964), count: 9, class_loss = 1.082526, iou_loss = 0.707523, total_loss = 1.790049 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.683568), count: 1, class_loss = 0.013656, iou_loss = 0.067557, total_loss = 0.081213 \n"," total_bbox = 314317, rewritten_bbox = 1.397634 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791546), count: 6, class_loss = 0.343189, iou_loss = 0.286050, total_loss = 0.629239 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813029), count: 1, class_loss = 0.028474, iou_loss = 0.042935, total_loss = 0.071409 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000172, iou_loss = 0.000000, total_loss = 0.000172 \n"," total_bbox = 314324, rewritten_bbox = 1.397602 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699908), count: 4, class_loss = 0.400262, iou_loss = 0.401885, total_loss = 0.802148 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.644180), count: 5, class_loss = 0.261018, iou_loss = 0.544265, total_loss = 0.805283 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.568240), count: 1, class_loss = 0.247158, iou_loss = 0.209106, total_loss = 0.456264 \n"," total_bbox = 314334, rewritten_bbox = 1.397558 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798770), count: 4, class_loss = 0.226555, iou_loss = 0.176661, total_loss = 0.403217 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001797, iou_loss = 0.000000, total_loss = 0.001797 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000596, iou_loss = 0.000000, total_loss = 0.000596 \n"," total_bbox = 314338, rewritten_bbox = 1.397540 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721985), count: 4, class_loss = 0.444259, iou_loss = 0.404280, total_loss = 0.848539 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.587394), count: 1, class_loss = 0.234427, iou_loss = 0.140139, total_loss = 0.374566 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001944, iou_loss = 0.000000, total_loss = 0.001944 \n"," total_bbox = 314343, rewritten_bbox = 1.397518 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835508), count: 4, class_loss = 0.006835, iou_loss = 0.111861, total_loss = 0.118695 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.056343, iou_loss = 0.000000, total_loss = 0.056343 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000089, iou_loss = 0.000000, total_loss = 0.000089 \n"," total_bbox = 314347, rewritten_bbox = 1.397500 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798472), count: 6, class_loss = 0.640006, iou_loss = 0.238168, total_loss = 0.878174 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763037), count: 1, class_loss = 0.256794, iou_loss = 0.052932, total_loss = 0.309727 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000253, iou_loss = 0.000000, total_loss = 0.000253 \n"," total_bbox = 314354, rewritten_bbox = 1.397469 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728265), count: 4, class_loss = 0.506518, iou_loss = 0.189403, total_loss = 0.695920 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699439), count: 4, class_loss = 0.556302, iou_loss = 0.228807, total_loss = 0.785109 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000143, iou_loss = 0.000000, total_loss = 0.000143 \n"," total_bbox = 314362, rewritten_bbox = 1.397434 % \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769256), count: 7, class_loss = 0.718845, iou_loss = 0.571007, total_loss = 1.289852 \n","v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604397), count: 2, class_loss = 0.499338, iou_loss = 0.285896, total_loss = 0.785234 \n","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 = 314371, rewritten_bbox = 1.397394 % \n","\n"," 2196: 0.444673, 0.631501 avg loss, 0.001000 rate, 4.919863 seconds, 140544 images, 3.199594 hours left\n","Loaded: 0.000050 seconds\n","^C\n"],"name":"stdout"}]}]}