YoloV3 _training.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"YoloV3 _training.ipynb","provenance":[],"collapsed_sections":[]},"kernelspec":{"name":"python3","display_name":"Python 3"},"accelerator":"GPU"},"cells":[{"cell_type":"markdown","metadata":{"id":"wHBQcQzjD6HJ","colab_type":"text"},"source":["# **Hubungkan ke google drive**"]},{"cell_type":"code","metadata":{"id":"bwp6NIrsZZFP","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":357},"executionInfo":{"status":"ok","timestamp":1598608663212,"user_tz":-420,"elapsed":1818,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"da27b4ce-f02f-4542-b324-c07959f9e772"},"source":["# Periksa apakah NVIDIA GPU diaktifkan\n","!nvidia-smi"],"execution_count":1,"outputs":[{"output_type":"stream","text":["Fri Aug 28 09:57:42 2020       \n","+-----------------------------------------------------------------------------+\n","| NVIDIA-SMI 450.57       Driver Version: 418.67       CUDA Version: 10.1     |\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 / 15079MiB |      0%      Default |\n","|                               |                      |                 ERR! |\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":"9e9ZW3sqMEPO","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"status":"ok","timestamp":1598608710020,"user_tz":-420,"elapsed":33458,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"e4f81f6c-232b-4869-d917-9f1a70657c1a"},"source":["from google.colab import drive\n","drive.mount('/content/gdrive')\n","!ln -s /content/gdrive/My\\ Drive/ /mydrive\n","!ls /mydrive"],"execution_count":2,"outputs":[{"output_type":"stream","text":["Go to this URL in a browser: https://accounts.google.com/o/oauth2/auth?client_id=947318989803-6bn6qk8qdgf4n4g3pfee6491hc0brc4i.apps.googleusercontent.com&redirect_uri=urn%3aietf%3awg%3aoauth%3a2.0%3aoob&scope=email%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdocs.test%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive.photos.readonly%20https%3a%2f%2fwww.googleapis.com%2fauth%2fpeopleapi.readonly&response_type=code\n","\n","Enter your authorization code:\n","··········\n","Mounted at /content/gdrive\n","'10 Webinar Inixindo Surabaya Rekayasa Perangkat Lunak Berbasis Agile.mp3'\n","'14 Optimalisasi It Di Perusahaan.mp3'\n","'1904.08378 (1).pdf'\n","'2003.05997 (1).pdf'\n","'20200529_Common Mistakes When Applying for Scholarships.pdf'\n","'2020 06 16_Rektor IPB_Webinar IPMI.pdf'\n","'26 Rakha.pdf'\n"," 4_5968789044220396029.pdf\n"," 463.pdf\n","'ABD-Diskominfo PROBOLINGGO_4800364977 - 4800371630.gdoc'\n","'ABD-Diskominfo PROBOLINGGO_4800364977 - 4800371630.pdf'\n","'[Adrian_Rosebrock]_Deep_Learning_for_Computer_Visi.pdf'\n","'Agile for Software Development.gslides'\n","'AgroMaritim Academy (1).pdf'\n","'all slides Nexus_CONNEX Energy Meetup - webinar 5.pdf'\n"," alquran\n","'Announcement about virtual Conference for Isemantic 2020.pdf'\n","'A story from LPDP awardee Tasya IALF.pdf'\n","'Aurélien Géron - Hands-On Machine Learning with Scikit-Learn and TensorFlow-O’Reilly.pdf'\n"," backup\n","'[BIAS TALK] - (Seri 1).pdf'\n"," blueprint\n","'Building Web Apps with WordPress, 2nd Edition.pdf'\n"," bukti_isemantic.pdf\n","'[Buletin] KolaborAksi Koaksi Indonesia Volume 01-2020.pdf'\n"," ccna-in-21-hours.pdf\n"," cloned-hasil\n","'codeigniter (1).pdf'\n"," codeigniter.pdf\n","'Colab Notebooks'\n"," ComputerNetworks.pdf\n"," conference\n","'Copy of Cards - Training Catalog.gsheet'\n","'Copy of Gantt - Web Dev Project Management.gsheet'\n","'Copy of News Carousel #2.gsheet'\n","'Copy of News Carousel.gsheet'\n","'Copy of People Directory with Map (1).gsheet'\n","'Copy of People Directory with Map.gsheet'\n","'Copy of [Template] Accommodation List.gsheet'\n","'Copy of [Template] Online Book Store.gsheet'\n","'Copy of [Template] Product Catalog with popup detail.gsheet'\n","'Copy of Testimonials.gsheet'\n"," cpu.PNG\n","'c++ tutorial.pdf'\n"," Data_Science_in_Production_Building_Scalable_Model_Pipelines_with.pdf\n"," debug.log\n"," diploma4PENS\n"," Disertasi-Kalim-FINAL\n","'doa nur buah.docx'\n","'Document Studio'\n","'Dokumen dari Rakha Asyrofi, S.ST'\n"," download\n"," Dragon.Ball.Super.Broly.2018.408p.BRRip.rmcmv.me.srt\n","'EAS Time Series.gslides'\n","'E-Certificate INDI Digital Event #2'\n"," eecis\n"," eecis_ub2020.png\n"," Escape.From.Pretoria.2020.408p.BluRay.srt\n"," FadlLulHakimIhsan-WebinarSurabayaPyJuni2020.pdf\n"," file_kbj\n"," film\n","'Flutter Recipes.pdf'\n","'Form Publisher Template.gdoc'\n"," foto\n"," game\n","'GeoCode SPBE.gsheet'\n","'Get Published_levelUp2020.pdf'\n","'Gone In Sixty Seconds 2000 408p BluRay.srt'\n"," gstar2\n","'Guide Book Webinar Lovian Academy.pdf'\n","'Idea Build Canvas.pdf'\n","'[IF185974] Tugas02.gdoc'\n"," In.Hell.2003.408p.BluRay.srt\n","'interaksi manusia & komputer (imk)'\n","'IOT seminar 0520.pdf'\n","'IPMI Tantangan Ketahanan Pangan.pdf'\n","'isemantic2020_Rakha Asyrofi.gslides'\n"," isemantic.png\n"," jurnalppi\n"," kerjaan\n"," kosan_form\n"," KTM_Isemantic.pdf\n"," lamar_kerja\n"," lamar_pascasarjana\n"," laporan\n"," latihan.png\n"," Lembar-Revisi-Proposal-Tesis-Mhs-Genap1920-2.pdf\n"," mAP\n","'mAP - Copy'\n","'Mastering Python for Data Science (en) (1).pdf'\n","'Mastering Python for Data Science (en).pdf'\n","'Mastering React Native.pdf'\n","'Materi Kelas 4 - Sun Life Positive Talks Final.pptx (1).pdf'\n","'Materi Pak Guntur Subagja.pdf'\n","'Materi Pak Zulfikar Mochtar.pdf'\n","'Materi Prof Rokhmin Dahuri.pdf'\n","'Materi Webinar Start Learning The Machine Learning using Python.rar'\n","'MilFish Ecosystem (3).pdf'\n"," MOAC_Excel_2016_Core.pdf\n","'MongoDB Recipes_2020.pdf'\n","'M. Rikza Maulana.pdf'\n","'MyBib: My first project.gdoc'\n","'New Normal Tetap Happy di Tengah Persiapan Masuk Perguruan Tinggi (1).pdf'\n","'New Normal Tetap Happy di Tengah Persiapan Masuk Perguruan Tinggi.pdf'\n"," ngoding.png\n"," null.pdf\n","'Olimpiade Komputer.pdf'\n","'Oracle Database 12c Security cookbook.pdf'\n"," Oracle_Database_Upgrade,_Migration.pdf\n","'Oracle IaaS Quick Reference Guide to Cloud Solutions.pdf'\n"," P17-1184.pdf\n","'Paper PKPL 13 April 2020.gdoc'\n","'Paper PKPL 24 April 2020.gdoc'\n"," Paper_PKPL29Maret20.gdoc\n","'pascasarjana ITS'\n","'Pemikiran Kita'\n","'Pengantar Desain Pemanfaatan Energi Alternatif.pdf'\n"," persy_senat\n","'Peta tanpa judul.gmap'\n","'Pitch .gslides'\n","'Portfolio .gslides'\n","'PPT Narsum.zip'\n","'PPT new (1).pdf'\n","'Practical Oracle Cloud Infrastructure.pdf'\n","'Presentasi FPKK.gslides'\n","'Professional Visual Studio 2017.pdf'\n","'Progress KK.gdoc'\n"," Pro_MERN_Stack__Full_Stack_Web_App.pdf\n","'Proposal Konsultasi.gslides'\n"," proyek\n"," publikasi\n","'Python Notes for Professionals (en).pdf'\n","'Rakha Asyrofi.pdf'\n"," RE_dependency\n","'Rekayasa Perangkat Lunak agile.pdf'\n","'Repurpose Organization Webinar Materi.pdf'\n"," RMCMVdownload\n","\"Saya sedang berbagi 'Gapmmi  IPMI 16jun20' dengan Anda\"\n","'Screen Shot 2020-07-07 at 20.16.13.png'\n","'Screen Shot 2020-07-08 at 19.54.18.png'\n","'Screen Shot 2020-08-20 at 17.08.42.png'\n"," search-engine-optimization-starter-guide-id.pdf\n","'sehat mental'\n","'semester 1'\n","'Seminar Future Food Indonesia 16 Juni 2020_FINAL_layout edit-1.pdf'\n","'Seminar Komponen Dasar React Native.pdf'\n","'SERTIFIKAT JO_243.pdf'\n","'Sertifikat Peserta Webinar Agromaritim Academy 1'\n"," shareMedal.png\n"," Sharer.pw\n"," sir_model.pdf\n"," software\n"," spatial\n","'SQL For Dummies, 9th Edition.pdf'\n"," stanford-corenlp-full-2018-10-05\n"," stanford_start.txt\n"," tahap9-34.pdf\n","'Template Idea-Build Canvas.pdf'\n","'The economic, political and moral case for a European fiscal policy response to COVID-19 _ VOX, CEPR Policy Portal.pdf'\n","'The Paper Test for TOEFL Test.pdf'\n"," The-Power-of-Python-Programming.pdf\n"," thesis_anim\n"," thesis_anim.zip\n"," timeseries\n"," timeseries.gdoc\n"," timeseries.pdf\n","'Topologi Arsitektur Jaringan SPBE Probolinggo.gmap'\n","'Toward a Sustainable Recovery by Laurence Tubiana & Emmanuel Guerin - Project Syndicate.pdf'\n","'Traceability Links Quality Assurance Application.gslides'\n"," Trading.Paint.2019.480p.WEB-DL.rmcmv.me.srt\n","'ttd.png (400×200)'\n"," tugasRPL\n","'UNIX and Linux System Administration Handbook, 4th Edition.pdf'\n"," unknown\n"," Untitled2.png\n"," Untitled.png\n","'Untitled spreadsheet.gsheet'\n","'Update CV Lucky Caesar Direstiyani_Presentation.pdf'\n"," upgrade2.PNG\n"," upgrade3.PNG\n"," upgrade.PNG\n"," vb2017me_preview.pdf\n","'Vocabulary 3.pdf'\n","'Vocabulary 5.pdf'\n"," Vocabulary.pdf\n","'Vocbulary 2.pdf'\n","'Vocbulary 4.pdf'\n"," W17-4508.pdf\n"," windows_software\n","'WOWRACK - COMPANY PROFILE ID.pdf'\n"," yolo\n"," yolov3\n","'Yoni paper'\n"," youtube\n"," YxW5_Panduan-Laravel.pdf\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"t7utW4in4azV","colab_type":"text"},"source":["## **1) Cloning repo the Darknet**\n","\n"]},{"cell_type":"code","metadata":{"id":"e03U7Zi-qMr2","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":102},"executionInfo":{"status":"ok","timestamp":1598608751800,"user_tz":-420,"elapsed":4240,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"4736c1ad-9a43-4cbc-c5a4-ce69ccda2921"},"source":["# Darknet adalah framework untuk training yolo\n","!git clone https://github.com/AlexeyAB/darknet"],"execution_count":3,"outputs":[{"output_type":"stream","text":["Cloning into 'darknet'...\n","remote: Enumerating objects: 14263, done.\u001b[K\n","remote: Total 14263 (delta 0), reused 0 (delta 0), pack-reused 14263\u001b[K\n","Receiving objects: 100% (14263/14263), 12.85 MiB | 15.91 MiB/s, done.\n","Resolving deltas: 100% (9722/9722), done.\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"7gDOF3mU-TAn","colab_type":"text"},"source":["## **2) Mengcompile Darknet menggunakan Nvidia GPU**\n"]},{"cell_type":"code","metadata":{"id":"5H-Taj06Tw1c","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"status":"ok","timestamp":1598608824724,"user_tz":-420,"elapsed":71147,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"94dff37f-2d27-458e-e8ed-218c92c857fc"},"source":["# compile Darknet yang telah didownload agar bekerja menggunakan GPU &\n","# ubah makefile agar GPU dan OPENCV diaktifkan\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":4,"outputs":[{"output_type":"stream","text":["/content/darknet\n","mkdir -p ./obj/\n","mkdir -p backup\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:845:27:\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:853:33:\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:873:31:\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:908:28:\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:1040:12:\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:224:20:\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 In function ‘\u001b[01m\u001b[Kpre_allocate_pinned_memory\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/dark_cuda.c:276:40:\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:276:64:\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:276:82:\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:286:37:\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:307:43:\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:322:64:\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:328:63:\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","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:1337:32:\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:780:79:\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:780:87:\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:202:101:\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:243:27:\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:420:71:\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:1294:24:\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[Kresize_network\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/network.c:615:42:\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:4391:39:\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:1663:42:\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:4391:39:\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:427:29:\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[Kprint_cocos\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/detector.c:477:29:\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:570:21:\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:691:13:\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:689:13:\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:1322:15:\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:1321:15:\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:1856:19:\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:204:68:\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:100:16:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kprediction\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n","         float *\u001b[01;35m\u001b[Kprediction\u001b[m\u001b[K = network_predict(net, X);\n","                \u001b[01;35m\u001b[K^~~~~~~~~~\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:66:38:\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:4391:39:\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:73:38:\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:4391:39:\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:103:42:\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:4391:39:\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:112:42:\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:4391:39:\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[Kforward_yolo_layer\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/yolo_layer.c:390:25:\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","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:4391:39:\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:4391:39:\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:4391:39:\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:4391:39:\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_30,code=sm_30 -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","\u001b[01m\u001b[K./src/convolutional_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_convolutional_layer_gpu(convolutional_layer, network_state)\u001b[m\u001b[K’:\n","\u001b[01m\u001b[K./src/convolutional_kernels.cu:853:40:\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","     \u001b[01;35m\u001b[K            if (*state.net.max_output16_size < l.\u001b[m\u001b[Knweights) {\n","                 \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~\u001b[m\u001b[K\n","nvcc -gencode arch=compute_30,code=sm_30 -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","./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","./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n","\n","nvcc -gencode arch=compute_30,code=sm_30 -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 -gencode arch=compute_30,code=sm_30 -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 -gencode arch=compute_30,code=sm_30 -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","./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","./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_30,code=sm_30 -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 -gencode arch=compute_30,code=sm_30 -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","./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n","\n","./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n","\n","nvcc -gencode arch=compute_30,code=sm_30 -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 -gencode arch=compute_30,code=sm_30 -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","./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","./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_30,code=sm_30 -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","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","colab_type":"text"},"source":["## **3) konfigurasi Darknet network untuk training YOLO V3**"]},{"cell_type":"code","metadata":{"id":"s-RpscgU853t","colab_type":"code","colab":{}},"source":["!cp cfg/yolov3.cfg cfg/yolov3_training.cfg"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"5ZgVQRop_vwR","colab_type":"code","colab":{}},"source":["# Konfigurasi untuk 1 kelas\n","!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 '610 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n","!sed -i '696 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n","!sed -i '783 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n","!sed -i '603 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n","!sed -i '689 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n","!sed -i '776 s@filters=255@filters=18@' cfg/yolov3_training.cfg"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"nscRN-X2Mr3d","colab_type":"code","colab":{}},"source":["# Buat folder di google drive sehingga kita bisa menyimpan weight/bobot di sana\n","!mkdir \"/mydrive/yolov3\""],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"7AIBw_psIclz","colab_type":"code","colab":{}},"source":["!echo \"face_aja\" > data/obj.names\n","!echo -e 'classes= 1\\ntrain  = data/train.txt\\nvalid  = data/test.txt\\nnames = data/obj.names\\nbackup = /mydrive/yolov3' > data/obj.data\n","!mkdir data/obj"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"eZlkzFMW7I_N","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":204},"executionInfo":{"status":"ok","timestamp":1591779321895,"user_tz":-420,"elapsed":2010694,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"f6025965-09de-4386-fdb0-1bf03b364fde"},"source":["# Download weights darknet model 53\n","!wget https://pjreddie.com/media/files/darknet53.conv.74"],"execution_count":null,"outputs":[{"output_type":"stream","text":["--2020-06-10 08:21:51--  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’\n","\n","darknet53.conv.74   100%[===================>] 154.96M  62.8KB/s    in 33m 27s \n","\n","2020-06-10 08:55:19 (79.1 KB/s) - ‘darknet53.conv.74’ saved [162482580/162482580]\n","\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"9RbVKJjoncW2","colab_type":"text"},"source":["**4) Extract Images**\n","\n","Gambar harus berada bentuk arsip zip dengan nama \"images.zip\" dan harus berada di dalam folder \"yolov3\" di Google Drive"]},{"cell_type":"code","metadata":{"id":"jhb5nZvsQ_96","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"executionInfo":{"status":"ok","timestamp":1591779949060,"user_tz":-420,"elapsed":2758,"user":{"displayName":"Rakha Asyrofi","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhhsjFTo8baYzy3Y8EawS9LYqw8bJs1F_xrVIimNQ=s64","userId":"15679738963734671673"}},"outputId":"9a70dcb0-c9d3-49ba-8274-64b558c539a0"},"source":["!unzip /mydrive/yolov3/images.zip -d data/obj"],"execution_count":null,"outputs":[{"output_type":"stream","text":["unzip:  cannot find or open /mydrive/yolov3/images.zip, /mydrive/yolov3/images.zip.zip or /mydrive/yolov3/images.zip.ZIP.\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"DGUyXxeYX0IP","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"status":"ok","timestamp":1589717128346,"user_tz":-420,"elapsed":473324,"user":{"displayName":"Yoni Azhar","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14Ghh73P-3tIFWeVtP4gjWi5iVpC3eDza7GW-4TPz7A=s64","userId":"08481564867260566742"}},"outputId":"0d7905e6-ae08-415b-8e8a-ebd837a4694b"},"source":["# convert label dari class index pada semua file anotasi *.txt. Karena hanya 1 kelas, nilainya adalah 0.\n","# Jika nilainya beda, harus diganti.\n","import glob\n","import os\n","import re\n","\n","txt_file_paths = glob.glob(r\"data/obj/*.txt\")\n","for i, file_path in enumerate(txt_file_paths):\n","    # get image size\n","    with open(file_path, \"r\") as f_o:\n","        lines = f_o.readlines()\n","\n","        text_converted = []\n","        for line in lines:\n","            print(line)\n","            numbers = re.findall(\"[0-9.]+\", line)\n","            print(numbers)\n","            if numbers:\n","\n","                # Define coordinates\n","                text = \"{} {} {} {} {}\".format(0, numbers[1], numbers[2], numbers[3], numbers[4])\n","                text_converted.append(text)\n","                print(i, file_path)\n","                print(text)\n","        # Write file\n","        with open(file_path, 'w') as fp:\n","            for item in text_converted:\n","                fp.writelines(\"%s\\n\" % item)"],"execution_count":null,"outputs":[{"output_type":"stream","text":["0 0.483146 0.378440 0.415730 0.500000\n","\n","['0', '0.483146', '0.378440', '0.415730', '0.500000']\n","0 data/obj/output415.txt\n","0 0.483146 0.378440 0.415730 0.500000\n","0 0.544944 0.600917 0.460674 0.458716\n","\n","['0', '0.544944', '0.600917', '0.460674', '0.458716']\n","1 data/obj/000257.txt\n","0 0.544944 0.600917 0.460674 0.458716\n","0 0.617978 0.582569 0.505618 0.587156\n","\n","['0', '0.617978', '0.582569', '0.505618', '0.587156']\n","2 data/obj/000036.txt\n","0 0.617978 0.582569 0.505618 0.587156\n","0 0.522472 0.628440 0.471910 0.495413\n","\n","['0', '0.522472', '0.628440', '0.471910', '0.495413']\n","3 data/obj/000299.txt\n","0 0.522472 0.628440 0.471910 0.495413\n","0 0.508427 0.621560 0.556180 0.490826\n","\n","['0', '0.508427', '0.621560', '0.556180', '0.490826']\n","4 data/obj/output3.txt\n","0 0.508427 0.621560 0.556180 0.490826\n","0 0.494382 0.371560 0.449438 0.339450\n","\n","['0', 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'data/obj/000316.jpg', 'data/obj/output123.jpg', 'data/obj/output209.jpg', 'data/obj/000186.jpg', 'data/obj/output203.jpg', 'data/obj/output114.jpg', 'data/obj/000140.jpg', 'data/obj/000094.jpg', 'data/obj/000173.jpg', 'data/obj/000451.jpg', 'data/obj/000103.jpg', 'data/obj/output125.jpg', 'data/obj/000228.jpg', 'data/obj/output53.jpg', 'data/obj/output157.jpg', 'data/obj/000005.jpg', 'data/obj/output303.jpg', 'data/obj/000273.jpg', 'data/obj/output117.jpg', 'data/obj/000205.jpg', 'data/obj/output441.jpg', 'data/obj/000026.jpg', 'data/obj/output264.jpg', 'data/obj/000389.jpg', 'data/obj/000499.jpg', 'data/obj/000029.jpg', 'data/obj/000341.jpg', 'data/obj/000096.jpg', 'data/obj/000135.jpg', 'data/obj/000256.jpg', 'data/obj/000240.jpg', 'data/obj/000195.jpg', 'data/obj/000275.jpg', 'data/obj/output12.jpg', 'data/obj/000188.jpg', 'data/obj/000428.jpg', 'data/obj/output109.jpg']\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"EzygoAtMSnon","colab_type":"code","colab":{}},"source":["#Create training.txt file\n","file = open(\"data/train.txt\", \"w\") \n","file.write(\"\\n\".join(images_list)) \n","file.close() "],"execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"CeSiuLrXoAjc","colab_type":"text"},"source":["**6) Start the training**"]},{"cell_type":"code","metadata":{"id":"S3_g3jclUzMm","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"05e0dcd5-2177-491a-932c-af90d8c7badc"},"source":["# Start the training\n","!./darknet detector train data/obj.data cfg/yolov3_training.cfg darknet53.conv.74 -dont_show"],"execution_count":null,"outputs":[{"output_type":"stream","text":["v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749284, GIOU: 0.749072), Class: 0.997644, Obj: 0.533802, No Obj: 0.002290, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.347888, iou_loss = 0.239259, total_loss = 0.587146 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.678646, GIOU: 0.678457), Class: 0.995988, Obj: 0.515972, No Obj: 0.001961, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.472753, iou_loss = 0.297682, total_loss = 0.770434 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.651336, GIOU: 0.632918), Class: 0.993004, Obj: 0.366743, No Obj: 0.002059, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.575982, iou_loss = 0.296344, total_loss = 0.872326 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.672769, GIOU: 0.662099), Class: 0.997078, Obj: 0.602373, No Obj: 0.001985, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.452607, iou_loss = 0.290703, total_loss = 0.743310 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.750646, GIOU: 0.749514), Class: 0.999507, Obj: 0.876438, No Obj: 0.001824, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.062232, iou_loss = 0.162407, total_loss = 0.224639 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.775236, GIOU: 0.769255), Class: 0.996752, Obj: 0.671115, No Obj: 0.002663, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.252342, iou_loss = 0.173672, total_loss = 0.426014 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.615364, GIOU: 0.608308), Class: 0.990980, Obj: 0.473469, No Obj: 0.002167, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.365312, iou_loss = 0.466412, total_loss = 0.831724 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.771817, GIOU: 0.755380), Class: 0.998322, Obj: 0.576646, No Obj: 0.002133, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.431100, iou_loss = 0.272167, total_loss = 0.703267 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 866: 0.256511, 0.193653 avg loss, 0.000562 rate, 3.436144 seconds, 55424 images, 2.515022 hours left\n","Loaded: 0.000041 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.672268, GIOU: 0.645891), Class: 0.998478, Obj: 0.734987, No Obj: 0.002139, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.175969, iou_loss = 0.350930, total_loss = 0.526899 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798396, GIOU: 0.791827), Class: 0.995778, Obj: 0.521061, No Obj: 0.002093, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.494198, iou_loss = 0.240669, total_loss = 0.734867 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.848659, GIOU: 0.842892), Class: 0.997878, Obj: 0.544573, No Obj: 0.002231, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.351194, iou_loss = 0.101128, total_loss = 0.452322 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.686998, GIOU: 0.679951), Class: 0.997752, Obj: 0.666108, No Obj: 0.002226, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.404669, iou_loss = 0.251306, total_loss = 0.655975 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.795527, GIOU: 0.790366), Class: 0.999550, Obj: 0.881183, No Obj: 0.002114, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.270506, iou_loss = 0.173782, total_loss = 0.444289 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752084, GIOU: 0.749251), Class: 0.995177, Obj: 0.710473, No Obj: 0.002164, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.268390, iou_loss = 0.299712, total_loss = 0.568102 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000021, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790392, GIOU: 0.784754), Class: 0.999162, Obj: 0.608205, No Obj: 0.001857, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.306115, iou_loss = 0.212971, total_loss = 0.519086 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.753567, GIOU: 0.748565), Class: 0.990560, Obj: 0.565056, No Obj: 0.002083, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.570043, iou_loss = 0.209598, total_loss = 0.779641 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.843447, GIOU: 0.842425), Class: 0.998624, Obj: 0.705037, No Obj: 0.002110, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.334298, iou_loss = 0.103330, total_loss = 0.437628 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.706007, GIOU: 0.669146), Class: 0.979068, Obj: 0.630686, No Obj: 0.001705, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.305036, iou_loss = 0.319358, total_loss = 0.624394 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.823650, GIOU: 0.823054), Class: 0.998005, Obj: 0.587783, No Obj: 0.002398, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.345570, iou_loss = 0.081824, total_loss = 0.427394 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.747188, GIOU: 0.738763), Class: 0.998426, Obj: 0.579121, No Obj: 0.002114, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.454195, iou_loss = 0.263839, total_loss = 0.718034 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832142, GIOU: 0.826638), Class: 0.999456, Obj: 0.872564, No Obj: 0.002130, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.065536, iou_loss = 0.246978, total_loss = 0.312514 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766876, GIOU: 0.761915), Class: 0.998095, Obj: 0.761588, No Obj: 0.002114, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.117989, iou_loss = 0.260505, total_loss = 0.378494 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.802893, GIOU: 0.798651), Class: 0.999486, Obj: 0.879726, No Obj: 0.001943, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.100761, iou_loss = 0.122510, total_loss = 0.223271 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773554, GIOU: 0.773504), Class: 0.998342, Obj: 0.764267, No Obj: 0.002165, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.075565, iou_loss = 0.155605, total_loss = 0.231170 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 867: 0.167378, 0.191025 avg loss, 0.000565 rate, 3.408307 seconds, 55488 images, 2.519785 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754373, GIOU: 0.744896), Class: 0.993688, Obj: 0.514083, No Obj: 0.002191, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.435275, iou_loss = 0.136413, total_loss = 0.571688 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761016, GIOU: 0.738838), Class: 0.998780, Obj: 0.670657, No Obj: 0.002278, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.285151, iou_loss = 0.241217, total_loss = 0.526367 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741918, GIOU: 0.741772), Class: 0.972388, Obj: 0.498320, No Obj: 0.002043, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.520054, iou_loss = 0.140200, total_loss = 0.660254 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.646972, GIOU: 0.638737), Class: 0.997566, Obj: 0.626499, No Obj: 0.002252, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.362972, iou_loss = 0.315715, total_loss = 0.678687 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.717063, GIOU: 0.715255), Class: 0.995777, Obj: 0.660729, No Obj: 0.002411, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.413763, iou_loss = 0.195539, total_loss = 0.609302 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.765831, GIOU: 0.755829), Class: 0.998539, Obj: 0.810818, No Obj: 0.002001, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.090897, iou_loss = 0.164925, total_loss = 0.255822 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792151, GIOU: 0.788062), Class: 0.998077, Obj: 0.615528, No Obj: 0.002394, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.244271, iou_loss = 0.111611, total_loss = 0.355881 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.826294, GIOU: 0.823091), Class: 0.999686, Obj: 0.679105, No Obj: 0.002293, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.193768, iou_loss = 0.056976, total_loss = 0.250744 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832984, GIOU: 0.823180), Class: 0.986409, Obj: 0.508969, No Obj: 0.001906, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.530962, iou_loss = 0.151638, total_loss = 0.682600 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726036, GIOU: 0.686526), Class: 0.996576, Obj: 0.701413, No Obj: 0.001722, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.336152, iou_loss = 0.338069, total_loss = 0.674221 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741589, GIOU: 0.726320), Class: 0.994589, Obj: 0.384180, No Obj: 0.002257, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.683712, iou_loss = 0.396973, total_loss = 1.080685 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.780294, GIOU: 0.764912), Class: 0.998078, Obj: 0.762649, No Obj: 0.002319, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.255166, iou_loss = 0.176631, total_loss = 0.431797 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766702, GIOU: 0.766549), Class: 0.996869, Obj: 0.540933, No Obj: 0.001966, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.418997, iou_loss = 0.144076, total_loss = 0.563072 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.728518, GIOU: 0.713801), Class: 0.996424, Obj: 0.580538, No Obj: 0.002015, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.367648, iou_loss = 0.166028, total_loss = 0.533676 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720969, GIOU: 0.711756), Class: 0.998520, Obj: 0.604362, No Obj: 0.002149, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.274429, iou_loss = 0.178812, total_loss = 0.453241 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.731541, GIOU: 0.727387), Class: 0.996569, Obj: 0.712181, No Obj: 0.002427, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.347630, iou_loss = 0.233418, total_loss = 0.581049 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 868: 0.185607, 0.190484 avg loss, 0.000568 rate, 3.432115 seconds, 55552 images, 2.524250 hours left\n","Loaded: 0.000047 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761088, GIOU: 0.753645), Class: 0.995074, Obj: 0.485215, No Obj: 0.002434, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.520696, iou_loss = 0.166529, total_loss = 0.687225 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.828626, GIOU: 0.827649), Class: 0.998325, Obj: 0.628335, No Obj: 0.002320, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.581957, iou_loss = 0.113378, total_loss = 0.695335 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.699768, GIOU: 0.694302), Class: 0.998488, Obj: 0.707830, No Obj: 0.002518, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.538389, iou_loss = 0.265656, total_loss = 0.804045 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.728244, GIOU: 0.717729), Class: 0.998209, Obj: 0.821904, No Obj: 0.002403, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.279194, iou_loss = 0.232021, total_loss = 0.511215 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726631, GIOU: 0.722363), Class: 0.996747, Obj: 0.652199, No Obj: 0.002427, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.333372, iou_loss = 0.323619, total_loss = 0.656991 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776501, GIOU: 0.772460), Class: 0.995705, Obj: 0.701580, No Obj: 0.002336, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.240215, iou_loss = 0.244510, total_loss = 0.484725 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789917, GIOU: 0.778416), Class: 0.995876, Obj: 0.463850, No Obj: 0.002487, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.665445, iou_loss = 0.139306, total_loss = 0.804750 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.688933, GIOU: 0.682474), Class: 0.995748, Obj: 0.212047, No Obj: 0.002693, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 1.115458, iou_loss = 0.290358, total_loss = 1.405816 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766869, GIOU: 0.760497), Class: 0.999494, Obj: 0.744822, No Obj: 0.001976, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.190902, iou_loss = 0.155714, total_loss = 0.346616 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.742205, GIOU: 0.729899), Class: 0.998610, Obj: 0.593636, No Obj: 0.002014, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.332626, iou_loss = 0.286786, total_loss = 0.619412 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.687221, GIOU: 0.687016), Class: 0.997482, Obj: 0.781869, No Obj: 0.002327, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.343343, iou_loss = 0.318529, total_loss = 0.661872 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744219, GIOU: 0.738654), Class: 0.994245, Obj: 0.557465, No Obj: 0.002135, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.484929, iou_loss = 0.172904, total_loss = 0.657833 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.780010, GIOU: 0.778361), Class: 0.998272, Obj: 0.646575, No Obj: 0.002476, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.710605, iou_loss = 0.129354, total_loss = 0.839959 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.657776, GIOU: 0.635721), Class: 0.998682, Obj: 0.565290, No Obj: 0.002450, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.652768, iou_loss = 0.490620, total_loss = 1.143388 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.860980, GIOU: 0.860247), Class: 0.998594, Obj: 0.665819, No Obj: 0.002372, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.305903, iou_loss = 0.081804, total_loss = 0.387707 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.844782, GIOU: 0.835118), Class: 0.996345, Obj: 0.581974, No Obj: 0.002593, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.573213, iou_loss = 0.104286, total_loss = 0.677499 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 869: 0.237176, 0.195153 avg loss, 0.000570 rate, 3.433091 seconds, 55616 images, 2.528868 hours left\n","Loaded: 0.000075 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.730419, GIOU: 0.729156), Class: 0.999070, Obj: 0.883336, No Obj: 0.002229, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.034286, iou_loss = 0.232335, total_loss = 0.266620 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.718348, GIOU: 0.714587), Class: 0.996392, Obj: 0.646490, No Obj: 0.002172, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.208639, iou_loss = 0.234247, total_loss = 0.442886 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.889061, GIOU: 0.887994), Class: 0.998719, Obj: 0.837289, No Obj: 0.002263, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.167071, iou_loss = 0.128412, total_loss = 0.295483 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.717463, GIOU: 0.698373), Class: 0.984770, Obj: 0.376065, No Obj: 0.001806, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.602838, iou_loss = 0.287437, total_loss = 0.890275 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806644, GIOU: 0.801101), Class: 0.996031, Obj: 0.338016, No Obj: 0.001746, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.564308, iou_loss = 0.143165, total_loss = 0.707473 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723496, GIOU: 0.717921), Class: 0.998224, Obj: 0.571647, No Obj: 0.002005, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.447947, iou_loss = 0.224680, total_loss = 0.672628 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677169, GIOU: 0.648572), Class: 0.990233, Obj: 0.299453, No Obj: 0.002436, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.776505, iou_loss = 0.348559, total_loss = 1.125064 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745240, GIOU: 0.741674), Class: 0.998812, Obj: 0.466259, No Obj: 0.002271, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.809382, iou_loss = 0.287248, total_loss = 1.096631 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.728054, GIOU: 0.715740), Class: 0.998099, Obj: 0.519605, No Obj: 0.002333, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.554411, iou_loss = 0.275682, total_loss = 0.830093 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.759383, GIOU: 0.755692), Class: 0.998329, Obj: 0.614532, No Obj: 0.002352, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.331791, iou_loss = 0.240461, total_loss = 0.572252 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.805779, GIOU: 0.794777), Class: 0.999422, Obj: 0.837026, No Obj: 0.002349, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.063543, iou_loss = 0.180522, total_loss = 0.244065 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720373, GIOU: 0.703252), Class: 0.997706, Obj: 0.541802, No Obj: 0.002807, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.481047, iou_loss = 0.352977, total_loss = 0.834024 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754550, GIOU: 0.743537), Class: 0.996203, Obj: 0.640461, No Obj: 0.002095, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.432203, iou_loss = 0.299957, total_loss = 0.732159 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.606920, GIOU: 0.606920), Class: 0.996848, Obj: 0.609734, No Obj: 0.002432, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.236115, iou_loss = 0.348131, total_loss = 0.584246 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702772, GIOU: 0.701569), Class: 0.998952, Obj: 0.721563, No Obj: 0.002327, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.490044, iou_loss = 0.226710, total_loss = 0.716754 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.659183, GIOU: 0.657130), Class: 0.997341, Obj: 0.602690, No Obj: 0.002387, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.592729, iou_loss = 0.369145, total_loss = 0.961874 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 870: 0.228595, 0.198497 avg loss, 0.000573 rate, 3.431813 seconds, 55680 images, 2.533438 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, cls: 1.00) Region 82 Avg (IOU: 0.770966, GIOU: 0.755639), Class: 0.992592, Obj: 0.574580, No Obj: 0.003027, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.340750, iou_loss = 0.274670, total_loss = 0.615420 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.712627, GIOU: 0.707965), Class: 0.999133, Obj: 0.888027, No Obj: 0.002679, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.072437, iou_loss = 0.197605, total_loss = 0.270042 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787543, GIOU: 0.779167), Class: 0.998846, Obj: 0.933875, No Obj: 0.002882, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.108477, iou_loss = 0.150974, total_loss = 0.259451 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.782121, GIOU: 0.770193), Class: 0.997544, Obj: 0.632626, No Obj: 0.003218, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.317229, iou_loss = 0.135053, total_loss = 0.452282 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.718393, GIOU: 0.707880), Class: 0.998522, Obj: 0.714901, No Obj: 0.003024, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.279335, iou_loss = 0.343781, total_loss = 0.623116 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723494, GIOU: 0.722862), Class: 0.998925, Obj: 0.892462, No Obj: 0.002648, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.169588, iou_loss = 0.294388, total_loss = 0.463976 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.778239, GIOU: 0.768608), Class: 0.998326, Obj: 0.767899, No Obj: 0.003197, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.140236, iou_loss = 0.173063, total_loss = 0.313299 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.793906, GIOU: 0.786534), Class: 0.997118, Obj: 0.522679, No Obj: 0.002994, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.665605, iou_loss = 0.282353, total_loss = 0.947958 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.808935, GIOU: 0.808610), Class: 0.998973, Obj: 0.831466, No Obj: 0.002779, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.143390, iou_loss = 0.185252, total_loss = 0.328642 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734942, GIOU: 0.725530), Class: 0.999561, Obj: 0.883585, No Obj: 0.003168, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.335214, iou_loss = 0.174667, total_loss = 0.509882 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810695, GIOU: 0.802887), Class: 0.994856, Obj: 0.560563, No Obj: 0.003442, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.508814, iou_loss = 0.089426, total_loss = 0.598239 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796153, GIOU: 0.791273), Class: 0.999241, Obj: 0.920687, No Obj: 0.003169, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.016386, iou_loss = 0.088435, total_loss = 0.104821 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800323, GIOU: 0.792615), Class: 0.997715, Obj: 0.881818, No Obj: 0.003348, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.139533, iou_loss = 0.168249, total_loss = 0.307782 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767178, GIOU: 0.764301), Class: 0.998772, Obj: 0.743951, No Obj: 0.002810, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.183642, iou_loss = 0.160817, total_loss = 0.344459 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752521, GIOU: 0.751086), Class: 0.997883, Obj: 0.654658, No Obj: 0.003485, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.346361, iou_loss = 0.154793, total_loss = 0.501155 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.827166, GIOU: 0.823911), Class: 0.996908, Obj: 0.510722, No Obj: 0.002846, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.740344, iou_loss = 0.077815, total_loss = 0.818159 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 871: 0.155390, 0.194186 avg loss, 0.000576 rate, 2.645102 seconds, 55744 images, 2.537942 hours left\n","Loaded: 0.000060 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736306, GIOU: 0.727352), Class: 0.993494, Obj: 0.589720, No Obj: 0.003072, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.360971, iou_loss = 0.316131, total_loss = 0.677101 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.812036, GIOU: 0.810488), Class: 0.998929, Obj: 0.923398, No Obj: 0.002277, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.065272, iou_loss = 0.097697, total_loss = 0.162970 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.835358, GIOU: 0.829883), Class: 0.999258, Obj: 0.819203, No Obj: 0.002942, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.121237, iou_loss = 0.159372, total_loss = 0.280609 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.888633, GIOU: 0.885887), Class: 0.997463, Obj: 0.633729, No Obj: 0.003225, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.329451, iou_loss = 0.059823, total_loss = 0.389273 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.861745, GIOU: 0.859387), Class: 0.998683, Obj: 0.807374, No Obj: 0.003417, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.052999, iou_loss = 0.073857, total_loss = 0.126855 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787369, GIOU: 0.783276), Class: 0.998472, Obj: 0.892629, No Obj: 0.002841, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.021209, iou_loss = 0.257888, total_loss = 0.279097 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.737050, GIOU: 0.726291), Class: 0.995493, Obj: 0.554147, No Obj: 0.002950, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.320294, iou_loss = 0.299768, total_loss = 0.620061 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.842145, GIOU: 0.839355), Class: 0.999771, Obj: 0.915553, No Obj: 0.003211, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.147550, iou_loss = 0.125452, total_loss = 0.273002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787655, GIOU: 0.777039), Class: 0.995274, Obj: 0.693152, No Obj: 0.002869, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.153520, iou_loss = 0.187298, total_loss = 0.340818 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.881348, GIOU: 0.877309), Class: 0.998984, Obj: 0.803886, No Obj: 0.003477, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.136619, iou_loss = 0.077342, total_loss = 0.213961 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.822909, GIOU: 0.817522), Class: 0.999652, Obj: 0.900755, No Obj: 0.002872, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.020632, iou_loss = 0.145315, total_loss = 0.165946 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.783475, GIOU: 0.768296), Class: 0.998486, Obj: 0.913328, No Obj: 0.002930, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.027601, iou_loss = 0.214890, total_loss = 0.242492 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720037, GIOU: 0.703629), Class: 0.994526, Obj: 0.347756, No Obj: 0.002977, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.739464, iou_loss = 0.232305, total_loss = 0.971769 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.763356, GIOU: 0.763086), Class: 0.998781, Obj: 0.723439, No Obj: 0.002733, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.142855, iou_loss = 0.191877, total_loss = 0.334732 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.780187, GIOU: 0.777376), Class: 0.993647, Obj: 0.425947, No Obj: 0.003176, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.722367, iou_loss = 0.216564, total_loss = 0.938931 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798585, GIOU: 0.796515), Class: 0.998465, Obj: 0.800280, No Obj: 0.002781, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.193734, iou_loss = 0.171206, total_loss = 0.364941 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 872: 0.132971, 0.188065 avg loss, 0.000578 rate, 2.711264 seconds, 55808 images, 2.535554 hours left\n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724750, GIOU: 0.719569), Class: 0.994158, Obj: 0.371392, No Obj: 0.002591, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.665757, iou_loss = 0.259664, total_loss = 0.925420 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.661327, GIOU: 0.644570), Class: 0.997675, Obj: 0.653843, No Obj: 0.003122, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.379226, iou_loss = 0.266002, total_loss = 0.645228 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700765, GIOU: 0.632955), Class: 0.996935, Obj: 0.623562, No Obj: 0.003391, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.431170, iou_loss = 0.537708, total_loss = 0.968878 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.814114, GIOU: 0.809279), Class: 0.998135, Obj: 0.604447, No Obj: 0.003247, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.494592, iou_loss = 0.127190, total_loss = 0.621782 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767246, GIOU: 0.743917), Class: 0.998531, Obj: 0.697926, No Obj: 0.003144, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.655608, iou_loss = 0.220400, total_loss = 0.876008 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.697771, GIOU: 0.693094), Class: 0.998815, Obj: 0.648095, No Obj: 0.003268, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.495861, iou_loss = 0.286450, total_loss = 0.782311 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774414, GIOU: 0.771424), Class: 0.998823, Obj: 0.621357, No Obj: 0.002918, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.244954, iou_loss = 0.173298, total_loss = 0.418252 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.641700, GIOU: 0.641477), Class: 0.997924, Obj: 0.809884, No Obj: 0.002884, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.100631, iou_loss = 0.345275, total_loss = 0.445906 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.881762, GIOU: 0.875695), Class: 0.999065, Obj: 0.653414, No Obj: 0.003681, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.441065, iou_loss = 0.057287, total_loss = 0.498352 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.791486, GIOU: 0.790488), Class: 0.999041, Obj: 0.642975, No Obj: 0.003441, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.439714, iou_loss = 0.150716, total_loss = 0.590429 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792801, GIOU: 0.790623), Class: 0.996989, Obj: 0.661423, No Obj: 0.003138, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.484753, iou_loss = 0.334037, total_loss = 0.818790 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.740509, GIOU: 0.736824), Class: 0.999115, Obj: 0.485659, No Obj: 0.002734, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.541277, iou_loss = 0.212276, total_loss = 0.753553 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723176, GIOU: 0.722232), Class: 0.998942, Obj: 0.676365, No Obj: 0.003142, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.196616, iou_loss = 0.319141, total_loss = 0.515757 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.731917, GIOU: 0.724346), Class: 0.998305, Obj: 0.576534, No Obj: 0.003275, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.686820, iou_loss = 0.205231, total_loss = 0.892050 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.835321, GIOU: 0.830873), Class: 0.999509, Obj: 0.962008, No Obj: 0.002440, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.032204, iou_loss = 0.150324, total_loss = 0.182528 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722620, GIOU: 0.722620), Class: 0.997431, Obj: 0.775265, No Obj: 0.003342, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.080205, iou_loss = 0.152680, total_loss = 0.232885 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 873: 0.211837, 0.190442 avg loss, 0.000581 rate, 2.706797 seconds, 55872 images, 2.533757 hours left\n","Loaded: 0.000045 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.779534, GIOU: 0.770833), Class: 0.999707, Obj: 0.878299, No Obj: 0.002345, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.063522, iou_loss = 0.186473, total_loss = 0.249995 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773297, GIOU: 0.766062), Class: 0.998222, Obj: 0.906816, No Obj: 0.002615, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.017723, iou_loss = 0.192434, total_loss = 0.210157 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.550180, GIOU: 0.506304), Class: 0.996970, Obj: 0.612175, No Obj: 0.002363, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 0.302677, iou_loss = 0.524278, total_loss = 0.826956 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.698881, GIOU: 0.698881), Class: 0.991225, Obj: 0.699550, No Obj: 0.002943, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.473075, iou_loss = 0.178285, total_loss = 0.651360 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770918, GIOU: 0.768133), Class: 0.997264, Obj: 0.512435, No Obj: 0.003369, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.648407, iou_loss = 0.146510, total_loss = 0.794916 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.707405, GIOU: 0.689766), Class: 0.997551, Obj: 0.555371, No Obj: 0.002506, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.577399, iou_loss = 0.273015, total_loss = 0.850413 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.680133, GIOU: 0.667935), Class: 0.999295, Obj: 0.889711, No Obj: 0.002879, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.044220, iou_loss = 0.223716, total_loss = 0.267936 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704763, GIOU: 0.703761), Class: 0.995479, Obj: 0.640393, No Obj: 0.002838, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.486407, iou_loss = 0.287070, total_loss = 0.773477 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787879, GIOU: 0.778438), Class: 0.999534, Obj: 0.670070, No Obj: 0.003216, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.421774, iou_loss = 0.122335, total_loss = 0.544108 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.781477, GIOU: 0.767029), Class: 0.998064, Obj: 0.473107, No Obj: 0.002985, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.420931, iou_loss = 0.231355, total_loss = 0.652285 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685712, GIOU: 0.647936), Class: 0.996621, Obj: 0.659000, No Obj: 0.002696, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.322814, iou_loss = 0.272253, total_loss = 0.595067 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.730224, GIOU: 0.721476), Class: 0.998556, Obj: 0.665230, No Obj: 0.002721, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.492754, iou_loss = 0.241441, total_loss = 0.734195 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743757, GIOU: 0.739914), Class: 0.999573, Obj: 0.794716, No Obj: 0.002976, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.127798, iou_loss = 0.293397, total_loss = 0.421194 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741605, GIOU: 0.738943), Class: 0.998019, Obj: 0.740407, No Obj: 0.003047, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.384923, iou_loss = 0.262263, total_loss = 0.647186 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700431, GIOU: 0.692079), Class: 0.999602, Obj: 0.701096, No Obj: 0.002999, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.222120, iou_loss = 0.206993, total_loss = 0.429112 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.654461, GIOU: 0.652866), Class: 0.993538, Obj: 0.556608, No Obj: 0.002656, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.400611, iou_loss = 0.434095, total_loss = 0.834706 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 874: 0.197565, 0.191154 avg loss, 0.000584 rate, 2.687140 seconds, 55936 images, 2.531931 hours left\n","Loaded: 0.000038 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.784012, GIOU: 0.782871), Class: 0.998093, Obj: 0.791135, No Obj: 0.002868, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.214006, iou_loss = 0.170775, total_loss = 0.384782 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.836583, GIOU: 0.833416), Class: 0.997668, Obj: 0.842503, No Obj: 0.002955, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.065991, iou_loss = 0.176641, total_loss = 0.242632 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.762366, GIOU: 0.744724), Class: 0.998235, Obj: 0.579144, No Obj: 0.002825, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.345807, iou_loss = 0.149330, total_loss = 0.495136 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754929, GIOU: 0.753544), Class: 0.997708, Obj: 0.636454, No Obj: 0.002350, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.319082, iou_loss = 0.207832, total_loss = 0.526914 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789613, GIOU: 0.783207), Class: 0.995696, Obj: 0.734482, No Obj: 0.002309, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.248046, iou_loss = 0.115354, total_loss = 0.363400 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.671163, GIOU: 0.665541), Class: 0.995006, Obj: 0.487498, No Obj: 0.002686, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.479656, iou_loss = 0.408848, total_loss = 0.888504 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816460, GIOU: 0.814943), Class: 0.996545, Obj: 0.689065, No Obj: 0.003047, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.274564, iou_loss = 0.152068, total_loss = 0.426632 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.859123, GIOU: 0.857769), Class: 0.997330, Obj: 0.730948, No Obj: 0.003452, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.195881, iou_loss = 0.071964, total_loss = 0.267846 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788310, GIOU: 0.783258), Class: 0.998435, Obj: 0.802663, No Obj: 0.002435, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.142677, iou_loss = 0.085810, total_loss = 0.228487 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807485, GIOU: 0.807023), Class: 0.999102, Obj: 0.724653, No Obj: 0.003146, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.566813, iou_loss = 0.114150, total_loss = 0.680963 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.834839, GIOU: 0.828896), Class: 0.996442, Obj: 0.546636, No Obj: 0.002750, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.398363, iou_loss = 0.096716, total_loss = 0.495079 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.699281, GIOU: 0.688435), Class: 0.994530, Obj: 0.414197, No Obj: 0.002586, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.058847, iou_loss = 0.291274, total_loss = 1.350121 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.840900, GIOU: 0.840658), Class: 0.998824, Obj: 0.734296, No Obj: 0.002783, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.316754, iou_loss = 0.143157, total_loss = 0.459910 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.802681, GIOU: 0.801376), Class: 0.998781, Obj: 0.888259, No Obj: 0.002812, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.110552, iou_loss = 0.264244, total_loss = 0.374796 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.692909, GIOU: 0.685406), Class: 0.998114, Obj: 0.392297, No Obj: 0.003150, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.513825, iou_loss = 0.315726, total_loss = 0.829552 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.844134, GIOU: 0.841336), Class: 0.999032, Obj: 0.829160, No Obj: 0.003234, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.210259, iou_loss = 0.096518, total_loss = 0.306777 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 875: 0.173366, 0.189375 avg loss, 0.000586 rate, 2.708296 seconds, 56000 images, 2.529946 hours left\n","Loaded: 0.000038 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.660941, GIOU: 0.660941), Class: 0.999076, Obj: 0.860110, No Obj: 0.002922, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.038816, iou_loss = 0.308374, total_loss = 0.347189 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.706781, GIOU: 0.705296), Class: 0.997404, Obj: 0.696717, No Obj: 0.002920, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.411616, iou_loss = 0.219654, total_loss = 0.631269 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.689556, GIOU: 0.685153), Class: 0.999353, Obj: 0.743223, No Obj: 0.003256, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.506605, iou_loss = 0.362723, total_loss = 0.869328 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.730370, GIOU: 0.727439), Class: 0.999396, Obj: 0.878716, No Obj: 0.002844, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.034731, iou_loss = 0.295630, total_loss = 0.330360 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774917, GIOU: 0.772534), Class: 0.998480, Obj: 0.604996, No Obj: 0.003052, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.476406, iou_loss = 0.210716, total_loss = 0.687122 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722303, GIOU: 0.715328), Class: 0.999019, Obj: 0.857306, No Obj: 0.002991, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.127398, iou_loss = 0.216869, total_loss = 0.344266 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796076, GIOU: 0.794250), Class: 0.993963, Obj: 0.467385, No Obj: 0.002863, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.755292, iou_loss = 0.207074, total_loss = 0.962365 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.821636, GIOU: 0.820057), Class: 0.999333, Obj: 0.839557, No Obj: 0.002657, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.049324, iou_loss = 0.177135, total_loss = 0.226459 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.809845, GIOU: 0.800601), Class: 0.998225, Obj: 0.558792, No Obj: 0.002952, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.472106, iou_loss = 0.102813, total_loss = 0.574918 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.695617, GIOU: 0.682463), Class: 0.999176, Obj: 0.694692, No Obj: 0.002604, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.322586, iou_loss = 0.423053, total_loss = 0.745638 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704866, GIOU: 0.704866), Class: 0.995521, Obj: 0.746418, No Obj: 0.002848, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.293402, iou_loss = 0.216112, total_loss = 0.509514 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.735131, GIOU: 0.727632), Class: 0.995939, Obj: 0.652625, No Obj: 0.002693, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.297867, iou_loss = 0.201425, total_loss = 0.499292 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.634971, GIOU: 0.630683), Class: 0.996529, Obj: 0.653570, No Obj: 0.003205, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.428036, iou_loss = 0.497446, total_loss = 0.925482 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.747560, GIOU: 0.746368), Class: 0.999449, Obj: 0.895772, No Obj: 0.003124, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.120857, iou_loss = 0.188225, total_loss = 0.309082 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.698212, GIOU: 0.677861), Class: 0.999055, Obj: 0.862931, No Obj: 0.002600, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.073642, iou_loss = 0.360758, total_loss = 0.434400 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.732456, GIOU: 0.730512), Class: 0.998774, Obj: 0.698761, No Obj: 0.003082, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.416511, iou_loss = 0.208980, total_loss = 0.625491 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 876: 0.187963, 0.189234 avg loss, 0.000589 rate, 2.703315 seconds, 56064 images, 2.528157 hours left\n","Loaded: 0.000031 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.828293, GIOU: 0.823709), Class: 0.998019, Obj: 0.754365, No Obj: 0.002646, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.150105, iou_loss = 0.168867, total_loss = 0.318972 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.747693, GIOU: 0.730684), Class: 0.995948, Obj: 0.483297, No Obj: 0.003005, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.657625, iou_loss = 0.191037, total_loss = 0.848663 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.795883, GIOU: 0.782855), Class: 0.999095, Obj: 0.700782, No Obj: 0.002230, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.166709, iou_loss = 0.159642, total_loss = 0.326351 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.735000, GIOU: 0.731437), Class: 0.999625, Obj: 0.919191, No Obj: 0.002620, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.121308, iou_loss = 0.328166, total_loss = 0.449474 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752201, GIOU: 0.744345), Class: 0.998754, Obj: 0.320348, No Obj: 0.002495, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.594836, iou_loss = 0.302178, total_loss = 0.897014 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.781886, GIOU: 0.778948), Class: 0.997377, Obj: 0.707466, No Obj: 0.002537, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.179762, iou_loss = 0.286495, total_loss = 0.466257 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.755460, GIOU: 0.754094), Class: 0.999152, Obj: 0.825265, No Obj: 0.002636, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.091218, iou_loss = 0.237476, total_loss = 0.328694 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.839739, GIOU: 0.835036), Class: 0.999335, Obj: 0.909040, No Obj: 0.002662, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.022945, iou_loss = 0.181381, total_loss = 0.204327 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.742193, GIOU: 0.729963), Class: 0.997534, Obj: 0.555211, No Obj: 0.002653, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.480437, iou_loss = 0.202598, total_loss = 0.683034 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743639, GIOU: 0.740990), Class: 0.999216, Obj: 0.609231, No Obj: 0.002211, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.275718, iou_loss = 0.399466, total_loss = 0.675184 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.775824, GIOU: 0.763295), Class: 0.997090, Obj: 0.490682, No Obj: 0.002792, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.413259, iou_loss = 0.091879, total_loss = 0.505138 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736263, GIOU: 0.723787), Class: 0.998119, Obj: 0.661484, No Obj: 0.003017, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.191974, iou_loss = 0.319393, total_loss = 0.511366 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.693197, GIOU: 0.691001), Class: 0.995519, Obj: 0.678495, No Obj: 0.002316, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.281898, iou_loss = 0.544241, total_loss = 0.826139 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.684294, GIOU: 0.666851), Class: 0.997469, Obj: 0.641804, No Obj: 0.002124, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.478346, iou_loss = 0.487013, total_loss = 0.965359 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.688810, GIOU: 0.684342), Class: 0.997762, Obj: 0.740831, No Obj: 0.002424, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.166986, iou_loss = 0.468509, total_loss = 0.635494 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.781018, GIOU: 0.775409), Class: 0.999436, Obj: 0.598889, No Obj: 0.002872, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.450661, iou_loss = 0.220604, total_loss = 0.671265 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 877: 0.194016, 0.189712 avg loss, 0.000592 rate, 2.700940 seconds, 56128 images, 2.526334 hours left\n","Loaded: 0.000062 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801173, GIOU: 0.799930), Class: 0.996111, Obj: 0.639735, No Obj: 0.002363, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.356163, iou_loss = 0.091494, total_loss = 0.447657 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767867, GIOU: 0.767451), Class: 0.993633, Obj: 0.366454, No Obj: 0.002291, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.771940, iou_loss = 0.228598, total_loss = 1.000538 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.797363, GIOU: 0.795346), Class: 0.998234, Obj: 0.707678, No Obj: 0.002199, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.342772, iou_loss = 0.240448, total_loss = 0.583220 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743857, GIOU: 0.724124), Class: 0.999050, Obj: 0.570535, No Obj: 0.002468, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.242995, iou_loss = 0.151210, total_loss = 0.394206 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.869688, GIOU: 0.867815), Class: 0.999385, Obj: 0.658620, No Obj: 0.002503, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.323113, iou_loss = 0.074939, total_loss = 0.398051 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801118, GIOU: 0.797206), Class: 0.997589, Obj: 0.559027, No Obj: 0.002745, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.440539, iou_loss = 0.118321, total_loss = 0.558860 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.746508, GIOU: 0.731188), Class: 0.999144, Obj: 0.647957, No Obj: 0.002179, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.254237, iou_loss = 0.224974, total_loss = 0.479211 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.802184, GIOU: 0.795730), Class: 0.998161, Obj: 0.738360, No Obj: 0.002622, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.169858, iou_loss = 0.170019, total_loss = 0.339878 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774290, GIOU: 0.772807), Class: 0.998928, Obj: 0.580602, No Obj: 0.002673, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.468242, iou_loss = 0.181058, total_loss = 0.649299 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.782735, GIOU: 0.779389), Class: 0.997348, Obj: 0.707921, No Obj: 0.002546, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.210666, iou_loss = 0.163850, total_loss = 0.374516 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.717126, GIOU: 0.706828), Class: 0.998190, Obj: 0.560919, No Obj: 0.002622, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.552875, iou_loss = 0.227421, total_loss = 0.780296 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.815853, GIOU: 0.812427), Class: 0.998778, Obj: 0.800721, No Obj: 0.002352, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.142988, iou_loss = 0.118298, total_loss = 0.261286 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.764921, GIOU: 0.760512), Class: 0.999145, Obj: 0.835865, No Obj: 0.002845, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.170223, iou_loss = 0.180852, total_loss = 0.351075 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.606438, GIOU: 0.575349), Class: 0.997961, Obj: 0.586554, No Obj: 0.002397, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.279739, iou_loss = 0.454099, total_loss = 0.733838 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.721937, GIOU: 0.718561), Class: 0.992631, Obj: 0.639383, No Obj: 0.002060, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.266132, iou_loss = 0.291025, total_loss = 0.557157 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726922, GIOU: 0.715006), Class: 0.997793, Obj: 0.614117, No Obj: 0.002378, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.470876, iou_loss = 0.399412, total_loss = 0.870288 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 878: 0.182904, 0.189031 avg loss, 0.000594 rate, 2.707631 seconds, 56192 images, 2.524502 hours left\n","Loaded: 0.000070 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788288, GIOU: 0.784905), Class: 0.995085, Obj: 0.497902, No Obj: 0.002466, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.417527, iou_loss = 0.308108, total_loss = 0.725635 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.718283, GIOU: 0.703568), Class: 0.998855, Obj: 0.603998, No Obj: 0.002242, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.274925, iou_loss = 0.190870, total_loss = 0.465795 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.780339, GIOU: 0.774899), Class: 0.998872, Obj: 0.760973, No Obj: 0.002562, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.187101, iou_loss = 0.162766, total_loss = 0.349867 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.793792, GIOU: 0.792284), Class: 0.998255, Obj: 0.732022, No Obj: 0.002426, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.188969, iou_loss = 0.185482, total_loss = 0.374451 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744625, GIOU: 0.742156), Class: 0.999137, Obj: 0.808274, No Obj: 0.002826, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.069858, iou_loss = 0.168993, total_loss = 0.238851 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722633, GIOU: 0.710686), Class: 0.997835, Obj: 0.604188, No Obj: 0.002692, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.429134, iou_loss = 0.170311, total_loss = 0.599445 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.762061, GIOU: 0.747859), Class: 0.998647, Obj: 0.712665, No Obj: 0.002767, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.284877, iou_loss = 0.159737, total_loss = 0.444614 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.829736, GIOU: 0.827000), Class: 0.998949, Obj: 0.707888, No Obj: 0.002604, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.179424, iou_loss = 0.149546, total_loss = 0.328970 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.755050, GIOU: 0.754757), Class: 0.997964, Obj: 0.762144, No Obj: 0.002426, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.184232, iou_loss = 0.180339, total_loss = 0.364571 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.721013, GIOU: 0.685243), Class: 0.998688, Obj: 0.715649, No Obj: 0.002286, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.279961, iou_loss = 0.400556, total_loss = 0.680517 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.829150, GIOU: 0.828639), Class: 0.998936, Obj: 0.874520, No Obj: 0.002749, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.039209, iou_loss = 0.087534, total_loss = 0.126743 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767759, GIOU: 0.764401), Class: 0.998922, Obj: 0.842357, No Obj: 0.003106, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.039324, iou_loss = 0.106468, total_loss = 0.145792 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790066, GIOU: 0.785772), Class: 0.995488, Obj: 0.615177, No Obj: 0.002547, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.373942, iou_loss = 0.153821, total_loss = 0.527763 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.703820, GIOU: 0.698109), Class: 0.999300, Obj: 0.772579, No Obj: 0.002893, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.112401, iou_loss = 0.151762, total_loss = 0.264162 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.630034, GIOU: 0.611971), Class: 0.999451, Obj: 0.797445, No Obj: 0.002207, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.171169, iou_loss = 0.348871, total_loss = 0.520040 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.784541, GIOU: 0.778127), Class: 0.999507, Obj: 0.870538, No Obj: 0.002511, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.066068, iou_loss = 0.116139, total_loss = 0.182207 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 879: 0.132072, 0.183336 avg loss, 0.000597 rate, 2.710659 seconds, 56256 images, 2.522739 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.902642, GIOU: 0.901960), Class: 0.998265, Obj: 0.700807, No Obj: 0.003343, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.469946, iou_loss = 0.081655, total_loss = 0.551601 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798877, GIOU: 0.794050), Class: 0.999203, Obj: 0.895731, No Obj: 0.002709, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.019824, iou_loss = 0.162577, total_loss = 0.182401 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.711371, GIOU: 0.699419), Class: 0.997753, Obj: 0.596670, No Obj: 0.002802, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.257182, iou_loss = 0.216145, total_loss = 0.473327 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.782828, GIOU: 0.776814), Class: 0.998765, Obj: 0.707908, No Obj: 0.002974, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.134565, iou_loss = 0.125385, total_loss = 0.259949 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.768196, GIOU: 0.761466), Class: 0.996615, Obj: 0.567082, No Obj: 0.002265, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.364654, iou_loss = 0.317764, total_loss = 0.682418 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.795129, GIOU: 0.791635), Class: 0.997090, Obj: 0.707176, No Obj: 0.002689, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.212885, iou_loss = 0.184568, total_loss = 0.397453 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810794, GIOU: 0.801311), Class: 0.999095, Obj: 0.925183, No Obj: 0.002732, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.033222, iou_loss = 0.136879, total_loss = 0.170101 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.794216, GIOU: 0.788914), Class: 0.998396, Obj: 0.618921, No Obj: 0.003055, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.253105, iou_loss = 0.090685, total_loss = 0.343790 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.805625, GIOU: 0.801785), Class: 0.999378, Obj: 0.716667, No Obj: 0.002858, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.204482, iou_loss = 0.143631, total_loss = 0.348112 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.805439, GIOU: 0.796151), Class: 0.999503, Obj: 0.850129, No Obj: 0.002624, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.204549, iou_loss = 0.167336, total_loss = 0.371885 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.746881, GIOU: 0.726205), Class: 0.998543, Obj: 0.697695, No Obj: 0.002748, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.172330, iou_loss = 0.184212, total_loss = 0.356542 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.778319, GIOU: 0.766828), Class: 0.998903, Obj: 0.767589, No Obj: 0.002566, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.149900, iou_loss = 0.220669, total_loss = 0.370569 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736900, GIOU: 0.712275), Class: 0.999310, Obj: 0.929004, No Obj: 0.002332, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.067230, iou_loss = 0.311292, total_loss = 0.378522 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.849183, GIOU: 0.846104), Class: 0.998771, Obj: 0.610883, No Obj: 0.002977, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.278013, iou_loss = 0.061453, total_loss = 0.339467 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798165, GIOU: 0.792754), Class: 0.995811, Obj: 0.659910, No Obj: 0.002531, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.254100, iou_loss = 0.136788, total_loss = 0.390888 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720858, GIOU: 0.715238), Class: 0.999536, Obj: 0.921095, No Obj: 0.002640, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.042789, iou_loss = 0.383417, total_loss = 0.426206 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 880: 0.125901, 0.177592 avg loss, 0.000600 rate, 2.708726 seconds, 56320 images, 2.521013 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: 0.000032 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.763723, GIOU: 0.753087), Class: 0.999128, Obj: 0.756556, No Obj: 0.002708, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.157457, iou_loss = 0.227427, total_loss = 0.384884 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.719071, GIOU: 0.702105), Class: 0.999323, Obj: 0.791213, No Obj: 0.002826, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.253469, iou_loss = 0.274355, total_loss = 0.527824 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.862545, GIOU: 0.858735), Class: 0.999384, Obj: 0.856249, No Obj: 0.003064, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.028994, iou_loss = 0.118544, total_loss = 0.147539 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.684540, GIOU: 0.662397), Class: 0.999117, Obj: 0.652895, No Obj: 0.002967, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.262362, iou_loss = 0.376118, total_loss = 0.638480 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816526, GIOU: 0.807173), Class: 0.997487, Obj: 0.646374, No Obj: 0.002974, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.279778, iou_loss = 0.221004, total_loss = 0.500781 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.671955, GIOU: 0.665091), Class: 0.999281, Obj: 0.765546, No Obj: 0.002761, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.160185, iou_loss = 0.353445, total_loss = 0.513631 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.793064, GIOU: 0.789810), Class: 0.999349, Obj: 0.927599, No Obj: 0.002984, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.155167, iou_loss = 0.210962, total_loss = 0.366129 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744959, GIOU: 0.719236), Class: 0.994960, Obj: 0.700311, No Obj: 0.002864, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.367089, iou_loss = 0.196344, total_loss = 0.563433 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.838918, GIOU: 0.832605), Class: 0.998460, Obj: 0.662771, No Obj: 0.003347, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.449879, iou_loss = 0.069673, total_loss = 0.519552 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.675560, GIOU: 0.672040), Class: 0.967705, Obj: 0.579737, No Obj: 0.002931, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.710824, iou_loss = 0.500395, total_loss = 1.211219 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.824022, GIOU: 0.821203), Class: 0.999790, Obj: 0.961592, No Obj: 0.002674, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.019470, iou_loss = 0.152326, total_loss = 0.171796 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.836647, GIOU: 0.831274), Class: 0.997827, Obj: 0.630428, No Obj: 0.003154, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.374256, iou_loss = 0.205377, total_loss = 0.579633 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.820583, GIOU: 0.811224), Class: 0.999149, Obj: 0.939436, No Obj: 0.002546, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.099884, iou_loss = 0.244063, total_loss = 0.343946 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.856055, GIOU: 0.852565), Class: 0.998860, Obj: 0.744574, No Obj: 0.003059, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.146489, iou_loss = 0.105670, total_loss = 0.252159 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.868519, GIOU: 0.864685), Class: 0.998354, Obj: 0.739842, No Obj: 0.003117, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.111395, iou_loss = 0.072435, total_loss = 0.183831 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769279, GIOU: 0.759571), Class: 0.999722, Obj: 0.974837, No Obj: 0.002553, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.064686, iou_loss = 0.167339, total_loss = 0.232025 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 881: 0.148685, 0.174701 avg loss, 0.000602 rate, 2.654050 seconds, 56384 images, 2.519279 hours left\n","Loaded: 0.000053 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.629270, GIOU: 0.602858), Class: 0.993615, Obj: 0.279045, No Obj: 0.003054, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.911054, iou_loss = 0.358724, total_loss = 1.269778 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.805680, GIOU: 0.795699), Class: 0.995867, Obj: 0.732008, No Obj: 0.003606, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.349201, iou_loss = 0.113097, total_loss = 0.462298 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.757300, GIOU: 0.750815), Class: 0.988694, Obj: 0.554394, No Obj: 0.002616, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.533003, iou_loss = 0.310521, total_loss = 0.843524 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.775000, GIOU: 0.770140), Class: 0.998287, Obj: 0.899969, No Obj: 0.002523, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.067297, iou_loss = 0.130846, total_loss = 0.198142 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832853, GIOU: 0.827280), Class: 0.998216, Obj: 0.695960, No Obj: 0.003072, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.200478, iou_loss = 0.087231, total_loss = 0.287710 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.812167, GIOU: 0.808099), Class: 0.999252, Obj: 0.710734, No Obj: 0.003584, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.488614, iou_loss = 0.204518, total_loss = 0.693132 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.871575, GIOU: 0.868783), Class: 0.998507, Obj: 0.737056, No Obj: 0.002635, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.323212, iou_loss = 0.099339, total_loss = 0.422551 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.819380, GIOU: 0.817266), Class: 0.994283, Obj: 0.539688, No Obj: 0.003135, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.422430, iou_loss = 0.110598, total_loss = 0.533028 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752556, GIOU: 0.744784), Class: 0.996702, Obj: 0.574550, No Obj: 0.002907, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.408124, iou_loss = 0.188275, total_loss = 0.596399 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.827538, GIOU: 0.826358), Class: 0.998002, Obj: 0.851193, No Obj: 0.002939, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.056525, iou_loss = 0.147960, total_loss = 0.204486 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726487, GIOU: 0.709601), Class: 0.999110, Obj: 0.864548, No Obj: 0.002724, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.074831, iou_loss = 0.218994, total_loss = 0.293825 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807205, GIOU: 0.804896), Class: 0.999158, Obj: 0.722064, No Obj: 0.002932, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.139595, iou_loss = 0.229347, total_loss = 0.368942 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.808420, GIOU: 0.798016), Class: 0.998737, Obj: 0.682834, No Obj: 0.003253, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.393267, iou_loss = 0.154527, total_loss = 0.547794 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767631, GIOU: 0.761641), Class: 0.999212, Obj: 0.818286, No Obj: 0.003051, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.063439, iou_loss = 0.138679, total_loss = 0.202118 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723996, GIOU: 0.713101), Class: 0.999212, Obj: 0.760798, No Obj: 0.003239, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.109127, iou_loss = 0.267293, total_loss = 0.376420 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.634078, GIOU: 0.607668), Class: 0.998025, Obj: 0.684673, No Obj: 0.002894, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.490208, iou_loss = 0.439211, total_loss = 0.929419 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 882: 0.171450, 0.174376 avg loss, 0.000605 rate, 2.737673 seconds, 56448 images, 2.517081 hours left\n","Loaded: 0.000042 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792845, GIOU: 0.790597), Class: 0.995027, Obj: 0.687993, No Obj: 0.003022, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.207669, iou_loss = 0.180159, total_loss = 0.387828 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832729, GIOU: 0.830455), Class: 0.997680, Obj: 0.686278, No Obj: 0.003482, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.224065, iou_loss = 0.123575, total_loss = 0.347641 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.845813, GIOU: 0.841825), Class: 0.999402, Obj: 0.898497, No Obj: 0.003082, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.233482, iou_loss = 0.195278, total_loss = 0.428760 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.841596, GIOU: 0.841034), Class: 0.998533, Obj: 0.729782, No Obj: 0.003525, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.173230, iou_loss = 0.083707, total_loss = 0.256936 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776691, GIOU: 0.775801), Class: 0.999203, Obj: 0.865694, No Obj: 0.002911, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.046200, iou_loss = 0.191418, total_loss = 0.237617 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.698558, GIOU: 0.691356), Class: 0.998318, Obj: 0.716764, No Obj: 0.002808, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.240818, iou_loss = 0.286704, total_loss = 0.527522 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.786319, GIOU: 0.784585), Class: 0.998653, Obj: 0.780756, No Obj: 0.002903, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.251276, iou_loss = 0.139559, total_loss = 0.390835 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767996, GIOU: 0.756076), Class: 0.996979, Obj: 0.674500, No Obj: 0.003351, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.251483, iou_loss = 0.176604, total_loss = 0.428087 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810440, GIOU: 0.809546), Class: 0.999063, Obj: 0.899477, No Obj: 0.003126, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.014854, iou_loss = 0.117534, total_loss = 0.132388 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677675, GIOU: 0.666425), Class: 0.999091, Obj: 0.811131, No Obj: 0.003417, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.144115, iou_loss = 0.277182, total_loss = 0.421298 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792472, GIOU: 0.785976), Class: 0.999436, Obj: 0.869877, No Obj: 0.002696, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.258629, iou_loss = 0.102374, total_loss = 0.361003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.696607, GIOU: 0.671404), Class: 0.997528, Obj: 0.699141, No Obj: 0.002633, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.224266, iou_loss = 0.297234, total_loss = 0.521500 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790340, GIOU: 0.783399), Class: 0.999537, Obj: 0.964794, No Obj: 0.002990, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.002484, iou_loss = 0.143414, total_loss = 0.145898 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760564, GIOU: 0.757105), Class: 0.998871, Obj: 0.804981, No Obj: 0.002926, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.309556, iou_loss = 0.170835, total_loss = 0.480391 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.803777, GIOU: 0.801218), Class: 0.997018, Obj: 0.609445, No Obj: 0.002689, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.379292, iou_loss = 0.140064, total_loss = 0.519356 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.758071, GIOU: 0.757216), Class: 0.997500, Obj: 0.660415, No Obj: 0.002682, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.330060, iou_loss = 0.286420, total_loss = 0.616480 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 883: 0.129241, 0.169863 avg loss, 0.000608 rate, 2.693033 seconds, 56512 images, 2.515622 hours left\n","Loaded: 0.000049 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754429, GIOU: 0.745757), Class: 0.996825, Obj: 0.814939, No Obj: 0.003027, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.174703, iou_loss = 0.188947, total_loss = 0.363650 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807757, GIOU: 0.800160), Class: 0.999516, Obj: 0.954428, No Obj: 0.003052, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.248160, iou_loss = 0.262303, total_loss = 0.510463 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.683516, GIOU: 0.659953), Class: 0.997682, Obj: 0.577336, No Obj: 0.003413, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.537360, iou_loss = 0.262501, total_loss = 0.799861 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.676855, GIOU: 0.668558), Class: 0.996914, Obj: 0.655976, No Obj: 0.003539, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.273987, iou_loss = 0.262219, total_loss = 0.536206 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789692, GIOU: 0.787448), Class: 0.998498, Obj: 0.902900, No Obj: 0.003466, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.033107, iou_loss = 0.225586, total_loss = 0.258692 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.748685, GIOU: 0.747815), Class: 0.999160, Obj: 0.896972, No Obj: 0.003174, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.136599, iou_loss = 0.164708, total_loss = 0.301307 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.873015, GIOU: 0.872467), Class: 0.998528, Obj: 0.728936, No Obj: 0.003838, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.153350, iou_loss = 0.068199, total_loss = 0.221550 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798141, GIOU: 0.791202), Class: 0.999376, Obj: 0.963858, No Obj: 0.002953, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.035741, iou_loss = 0.195808, total_loss = 0.231549 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744656, GIOU: 0.741665), Class: 0.999228, Obj: 0.918072, No Obj: 0.003425, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.173162, iou_loss = 0.160568, total_loss = 0.333730 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.813772, GIOU: 0.803101), Class: 0.999570, Obj: 0.946876, No Obj: 0.003232, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.019683, iou_loss = 0.134586, total_loss = 0.154268 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752220, GIOU: 0.743934), Class: 0.999160, Obj: 0.788324, No Obj: 0.003230, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.125678, iou_loss = 0.199260, total_loss = 0.324938 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.817376, GIOU: 0.812902), Class: 0.999696, Obj: 0.947961, No Obj: 0.002902, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.010910, iou_loss = 0.131056, total_loss = 0.141966 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.662318, GIOU: 0.630489), Class: 0.995601, Obj: 0.665286, No Obj: 0.003221, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.333447, iou_loss = 0.408677, total_loss = 0.742125 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.638082, GIOU: 0.630630), Class: 0.997267, Obj: 0.777257, No Obj: 0.003634, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.241541, iou_loss = 0.255724, total_loss = 0.497265 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773103, GIOU: 0.758056), Class: 0.995271, Obj: 0.670660, No Obj: 0.003625, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.385971, iou_loss = 0.141623, total_loss = 0.527594 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.710204, GIOU: 0.686524), Class: 0.998214, Obj: 0.890866, No Obj: 0.003389, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.063794, iou_loss = 0.225294, total_loss = 0.289088 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 884: 0.129881, 0.165865 avg loss, 0.000611 rate, 2.707778 seconds, 56576 images, 2.513784 hours left\n","Loaded: 0.000041 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832740, GIOU: 0.826649), Class: 0.997930, Obj: 0.729147, No Obj: 0.003302, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.195760, iou_loss = 0.320840, total_loss = 0.516600 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.759467, GIOU: 0.754779), Class: 0.998189, Obj: 0.825117, No Obj: 0.003407, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.121155, iou_loss = 0.360184, total_loss = 0.481339 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.733941, GIOU: 0.731556), Class: 0.997352, Obj: 0.700102, No Obj: 0.003669, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.305160, iou_loss = 0.165098, total_loss = 0.470258 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.804360, GIOU: 0.797959), Class: 0.995236, Obj: 0.515215, No Obj: 0.003263, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.623300, iou_loss = 0.141763, total_loss = 0.765063 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796467, GIOU: 0.785492), Class: 0.998449, Obj: 0.769563, No Obj: 0.004185, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.384162, iou_loss = 0.140456, total_loss = 0.524618 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790155, GIOU: 0.777693), Class: 0.996778, Obj: 0.624658, No Obj: 0.003497, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.570475, iou_loss = 0.128950, total_loss = 0.699425 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726282, GIOU: 0.725878), Class: 0.998675, Obj: 0.672946, No Obj: 0.003903, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.229692, iou_loss = 0.183528, total_loss = 0.413220 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.814096, GIOU: 0.812067), Class: 0.996684, Obj: 0.693102, No Obj: 0.003575, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.490175, iou_loss = 0.109035, total_loss = 0.599210 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.750885, GIOU: 0.733119), Class: 0.999027, Obj: 0.700737, No Obj: 0.003489, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.228002, iou_loss = 0.202720, total_loss = 0.430722 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.862915, GIOU: 0.861278), Class: 0.995020, Obj: 0.648977, No Obj: 0.003007, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.322239, iou_loss = 0.156389, total_loss = 0.478628 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.840056, GIOU: 0.839579), Class: 0.997961, Obj: 0.830047, No Obj: 0.003629, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.346446, iou_loss = 0.145129, total_loss = 0.491575 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.840731, GIOU: 0.834577), Class: 0.998672, Obj: 0.589128, No Obj: 0.003077, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.525879, iou_loss = 0.126115, total_loss = 0.651994 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738900, GIOU: 0.735637), Class: 0.958425, Obj: 0.607181, No Obj: 0.002747, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.575560, iou_loss = 0.354457, total_loss = 0.930017 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.691463, GIOU: 0.642998), Class: 0.995286, Obj: 0.759555, No Obj: 0.002655, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.292828, iou_loss = 0.516013, total_loss = 0.808841 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.830035, GIOU: 0.823466), Class: 0.999266, Obj: 0.834961, No Obj: 0.003308, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.055402, iou_loss = 0.206376, total_loss = 0.261777 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.851990, GIOU: 0.847916), Class: 0.998330, Obj: 0.652883, No Obj: 0.004355, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.252084, iou_loss = 0.064122, total_loss = 0.316206 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 885: 0.184157, 0.167694 avg loss, 0.000613 rate, 2.719798 seconds, 56640 images, 2.512084 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.654032, GIOU: 0.654032), Class: 0.996990, Obj: 0.672974, No Obj: 0.003312, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.639425, iou_loss = 0.306349, total_loss = 0.945774 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.632176, GIOU: 0.629135), Class: 0.990583, Obj: 0.602976, No Obj: 0.003259, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.481981, iou_loss = 0.437009, total_loss = 0.918990 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806473, GIOU: 0.799734), Class: 0.997798, Obj: 0.743528, No Obj: 0.003036, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.392470, iou_loss = 0.164695, total_loss = 0.557165 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.859502, GIOU: 0.857676), Class: 0.999356, Obj: 0.874689, No Obj: 0.004054, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.215540, iou_loss = 0.054087, total_loss = 0.269627 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806698, GIOU: 0.801415), Class: 0.999520, Obj: 0.951271, No Obj: 0.003208, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.250641, iou_loss = 0.144995, total_loss = 0.395636 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708937, GIOU: 0.700184), Class: 0.999358, Obj: 0.954187, No Obj: 0.003137, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.314011, iou_loss = 0.201764, total_loss = 0.515775 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816269, GIOU: 0.811501), Class: 0.999597, Obj: 0.828076, No Obj: 0.002782, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.100881, iou_loss = 0.141596, total_loss = 0.242477 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734926, GIOU: 0.732321), Class: 0.997794, Obj: 0.812545, No Obj: 0.003772, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.201738, iou_loss = 0.187174, total_loss = 0.388912 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.795145, GIOU: 0.790992), Class: 0.998289, Obj: 0.792785, No Obj: 0.003382, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.068716, iou_loss = 0.195962, total_loss = 0.264678 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.721866, GIOU: 0.702247), Class: 0.998848, Obj: 0.859895, No Obj: 0.003734, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.238400, iou_loss = 0.220401, total_loss = 0.458801 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745480, GIOU: 0.744200), Class: 0.997221, Obj: 0.768200, No Obj: 0.003468, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.335697, iou_loss = 0.278478, total_loss = 0.614175 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741786, GIOU: 0.732561), Class: 0.995001, Obj: 0.676843, No Obj: 0.003579, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.554416, iou_loss = 0.264094, total_loss = 0.818510 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.822117, GIOU: 0.812628), Class: 0.998828, Obj: 0.819441, No Obj: 0.003589, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.096578, iou_loss = 0.236238, total_loss = 0.332817 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.784242, GIOU: 0.774889), Class: 0.994831, Obj: 0.561915, No Obj: 0.003523, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.703144, iou_loss = 0.312367, total_loss = 1.015511 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.682018, GIOU: 0.653101), Class: 0.996970, Obj: 0.617022, No Obj: 0.003505, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.577358, iou_loss = 0.266210, total_loss = 0.843568 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.684239, GIOU: 0.649698), Class: 0.987574, Obj: 0.502197, No Obj: 0.004232, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 1.084273, iou_loss = 0.263342, total_loss = 1.347614 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 886: 0.206876, 0.171612 avg loss, 0.000616 rate, 2.723113 seconds, 56704 images, 2.510497 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.811547, GIOU: 0.800351), Class: 0.998464, Obj: 0.719361, No Obj: 0.003203, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.184869, iou_loss = 0.113111, total_loss = 0.297981 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787750, GIOU: 0.779378), Class: 0.997811, Obj: 0.645387, No Obj: 0.003457, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.391055, iou_loss = 0.124394, total_loss = 0.515450 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832445, GIOU: 0.821725), Class: 0.999375, Obj: 0.947948, No Obj: 0.002978, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.004406, iou_loss = 0.145602, total_loss = 0.150007 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724328, GIOU: 0.715524), Class: 0.998343, Obj: 0.761922, No Obj: 0.003575, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.404834, iou_loss = 0.151576, total_loss = 0.556409 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770863, GIOU: 0.762233), Class: 0.998231, Obj: 0.353242, No Obj: 0.003810, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.597746, iou_loss = 0.120414, total_loss = 0.718159 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766168, GIOU: 0.764653), Class: 0.998112, Obj: 0.702275, No Obj: 0.003898, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.422720, iou_loss = 0.152905, total_loss = 0.575625 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810700, GIOU: 0.808911), Class: 0.997448, Obj: 0.784110, No Obj: 0.003574, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.280480, iou_loss = 0.149776, total_loss = 0.430256 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760075, GIOU: 0.738467), Class: 0.999172, Obj: 0.891556, No Obj: 0.003018, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.028344, iou_loss = 0.218767, total_loss = 0.247111 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.719293, GIOU: 0.717297), Class: 0.997415, Obj: 0.835807, No Obj: 0.003457, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.087940, iou_loss = 0.217684, total_loss = 0.305624 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.854555, GIOU: 0.851969), Class: 0.997409, Obj: 0.805406, No Obj: 0.003242, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.203709, iou_loss = 0.107723, total_loss = 0.311432 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.747479, GIOU: 0.727662), Class: 0.994214, Obj: 0.828817, No Obj: 0.002579, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.196896, iou_loss = 0.265196, total_loss = 0.462092 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796413, GIOU: 0.789402), Class: 0.999433, Obj: 0.938506, No Obj: 0.003021, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.005931, iou_loss = 0.112937, total_loss = 0.118867 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790925, GIOU: 0.782684), Class: 0.999019, Obj: 0.864554, No Obj: 0.003269, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.051232, iou_loss = 0.201685, total_loss = 0.252916 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.808730, GIOU: 0.799353), Class: 0.998488, Obj: 0.570269, No Obj: 0.003996, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.359491, iou_loss = 0.128332, total_loss = 0.487823 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.830879, GIOU: 0.824706), Class: 0.998580, Obj: 0.651271, No Obj: 0.003407, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.224433, iou_loss = 0.078477, total_loss = 0.302910 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.846342, GIOU: 0.842976), Class: 0.998854, Obj: 0.948758, No Obj: 0.002983, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.199882, iou_loss = 0.141991, total_loss = 0.341873 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 887: 0.126553, 0.167106 avg loss, 0.000619 rate, 2.715648 seconds, 56768 images, 2.508948 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.818519, GIOU: 0.812368), Class: 0.999135, Obj: 0.900772, No Obj: 0.002986, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.100092, iou_loss = 0.119386, total_loss = 0.219478 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745938, GIOU: 0.741973), Class: 0.998178, Obj: 0.825867, No Obj: 0.003064, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.269094, iou_loss = 0.209850, total_loss = 0.478944 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810655, GIOU: 0.810018), Class: 0.999026, Obj: 0.699301, No Obj: 0.003137, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.258762, iou_loss = 0.106233, total_loss = 0.364995 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.686255, GIOU: 0.672529), Class: 0.997691, Obj: 0.732480, No Obj: 0.003624, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.337169, iou_loss = 0.335704, total_loss = 0.672873 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787048, GIOU: 0.785798), Class: 0.998907, Obj: 0.851709, No Obj: 0.003326, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.110701, iou_loss = 0.170279, total_loss = 0.280980 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796729, GIOU: 0.788570), Class: 0.999453, Obj: 0.573174, No Obj: 0.002559, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.439337, iou_loss = 0.097757, total_loss = 0.537094 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.758404, GIOU: 0.746092), Class: 0.994228, Obj: 0.785504, No Obj: 0.002535, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.122953, iou_loss = 0.213619, total_loss = 0.336572 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.732523, GIOU: 0.725955), Class: 0.999070, Obj: 0.829501, No Obj: 0.002639, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.157825, iou_loss = 0.352832, total_loss = 0.510657 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.808066, GIOU: 0.806443), Class: 0.997108, Obj: 0.807618, No Obj: 0.003135, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.062472, iou_loss = 0.125891, total_loss = 0.188364 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.737955, GIOU: 0.714619), Class: 0.998760, Obj: 0.701568, No Obj: 0.003092, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.561251, iou_loss = 0.196520, total_loss = 0.757771 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.701638, GIOU: 0.693272), Class: 0.998933, Obj: 0.745641, No Obj: 0.002540, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.179130, iou_loss = 0.265629, total_loss = 0.444759 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.838815, GIOU: 0.831757), Class: 0.998816, Obj: 0.792261, No Obj: 0.002975, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.099973, iou_loss = 0.191413, total_loss = 0.291386 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.755163, GIOU: 0.748366), Class: 0.999300, Obj: 0.864928, No Obj: 0.003105, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.031692, iou_loss = 0.168755, total_loss = 0.200446 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.827396, GIOU: 0.824415), Class: 0.996328, Obj: 0.665992, No Obj: 0.002701, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.188322, iou_loss = 0.223371, total_loss = 0.411693 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.771671, GIOU: 0.757201), Class: 0.997906, Obj: 0.828557, No Obj: 0.003324, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.312429, iou_loss = 0.369826, total_loss = 0.682255 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792730, GIOU: 0.782695), Class: 0.997217, Obj: 0.825024, No Obj: 0.003016, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.073683, iou_loss = 0.090609, total_loss = 0.164292 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 888: 0.136304, 0.164026 avg loss, 0.000622 rate, 2.715551 seconds, 56832 images, 2.507342 hours left\n","Loaded: 0.000051 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796752, GIOU: 0.794971), Class: 0.998248, Obj: 0.676026, No Obj: 0.002989, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.196797, iou_loss = 0.168131, total_loss = 0.364927 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766844, GIOU: 0.765063), Class: 0.997964, Obj: 0.897583, No Obj: 0.002766, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.017269, iou_loss = 0.234158, total_loss = 0.251426 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.786910, GIOU: 0.772187), Class: 0.999431, Obj: 0.739797, No Obj: 0.002751, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.421664, iou_loss = 0.096586, total_loss = 0.518250 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810106, GIOU: 0.799006), Class: 0.995685, Obj: 0.794192, No Obj: 0.002983, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.238226, iou_loss = 0.232502, total_loss = 0.470728 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736618, GIOU: 0.698663), Class: 0.989308, Obj: 0.643719, No Obj: 0.002372, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.500780, iou_loss = 0.556913, total_loss = 1.057693 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.811898, GIOU: 0.810282), Class: 0.998048, Obj: 0.638757, No Obj: 0.003040, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.286741, iou_loss = 0.080786, total_loss = 0.367527 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736712, GIOU: 0.720907), Class: 0.999279, Obj: 0.941939, No Obj: 0.002489, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.011438, iou_loss = 0.242699, total_loss = 0.254137 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.867149, GIOU: 0.864872), Class: 0.997084, Obj: 0.789966, No Obj: 0.003335, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.115625, iou_loss = 0.085267, total_loss = 0.200891 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.759842, GIOU: 0.754120), Class: 0.995316, Obj: 0.393693, No Obj: 0.003221, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.417694, iou_loss = 0.184679, total_loss = 0.602374 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744772, GIOU: 0.741537), Class: 0.988952, Obj: 0.647849, No Obj: 0.002544, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.282264, iou_loss = 0.265796, total_loss = 0.548060 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774269, GIOU: 0.771415), Class: 0.996409, Obj: 0.865102, No Obj: 0.002755, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.034258, iou_loss = 0.247930, total_loss = 0.282189 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806746, GIOU: 0.802836), Class: 0.999090, Obj: 0.790400, No Obj: 0.003135, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.116013, iou_loss = 0.090190, total_loss = 0.206203 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708432, GIOU: 0.685090), Class: 0.997878, Obj: 0.788203, No Obj: 0.003103, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.194969, iou_loss = 0.161735, total_loss = 0.356704 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.751339, GIOU: 0.750379), Class: 0.996635, Obj: 0.560937, No Obj: 0.002730, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.410155, iou_loss = 0.146837, total_loss = 0.556992 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800803, GIOU: 0.788423), Class: 0.997914, Obj: 0.616673, No Obj: 0.002997, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.361924, iou_loss = 0.133677, total_loss = 0.495600 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807151, GIOU: 0.793750), Class: 0.999124, Obj: 0.902812, No Obj: 0.003196, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.063180, iou_loss = 0.156373, total_loss = 0.219553 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 889: 0.140693, 0.161693 avg loss, 0.000625 rate, 2.710007 seconds, 56896 images, 2.505744 hours left\n","Loaded: 0.000040 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.812334, GIOU: 0.800328), Class: 0.997572, Obj: 0.658632, No Obj: 0.002687, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.260548, iou_loss = 0.134997, total_loss = 0.395545 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.865995, GIOU: 0.863231), Class: 0.999224, Obj: 0.875477, No Obj: 0.003185, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.022698, iou_loss = 0.051329, total_loss = 0.074027 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.762058, GIOU: 0.747791), Class: 0.996776, Obj: 0.815557, No Obj: 0.002582, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.074463, iou_loss = 0.191484, total_loss = 0.265947 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754495, GIOU: 0.751030), Class: 0.998170, Obj: 0.593146, No Obj: 0.002899, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.507166, iou_loss = 0.226259, total_loss = 0.733426 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788020, GIOU: 0.776845), Class: 0.995560, Obj: 0.488145, No Obj: 0.002947, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.700370, iou_loss = 0.158121, total_loss = 0.858491 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790582, GIOU: 0.779857), Class: 0.999386, Obj: 0.958009, No Obj: 0.002596, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.022062, iou_loss = 0.112763, total_loss = 0.134825 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.755197, GIOU: 0.744038), Class: 0.998847, Obj: 0.823089, No Obj: 0.003118, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.115129, iou_loss = 0.220477, total_loss = 0.335606 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743462, GIOU: 0.722821), Class: 0.997184, Obj: 0.725188, No Obj: 0.003085, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.158215, iou_loss = 0.214630, total_loss = 0.372845 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.768925, GIOU: 0.758614), Class: 0.998734, Obj: 0.762658, No Obj: 0.003040, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.339030, iou_loss = 0.130492, total_loss = 0.469522 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777329, GIOU: 0.763917), Class: 0.998328, Obj: 0.642222, No Obj: 0.003169, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.302266, iou_loss = 0.139379, total_loss = 0.441646 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767794, GIOU: 0.762827), Class: 0.999297, Obj: 0.831940, No Obj: 0.002673, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.062820, iou_loss = 0.142815, total_loss = 0.205636 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.872887, GIOU: 0.869720), Class: 0.998863, Obj: 0.567964, No Obj: 0.003080, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.282834, iou_loss = 0.087131, total_loss = 0.369965 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.634499, GIOU: 0.633634), Class: 0.998610, Obj: 0.737898, No Obj: 0.002984, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.183956, iou_loss = 0.432105, total_loss = 0.616061 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.892739, GIOU: 0.891581), Class: 0.999248, Obj: 0.880223, No Obj: 0.002687, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.168349, iou_loss = 0.089378, total_loss = 0.257728 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.810770, GIOU: 0.810065), Class: 0.998791, Obj: 0.693565, No Obj: 0.002789, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.191868, iou_loss = 0.125420, total_loss = 0.317288 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.817866, GIOU: 0.808446), Class: 0.998058, Obj: 0.758343, No Obj: 0.002959, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.106429, iou_loss = 0.121901, total_loss = 0.228330 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 890: 0.126602, 0.158184 avg loss, 0.000627 rate, 2.715977 seconds, 56960 images, 2.504106 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 608 x 608 \n"," try to allocate additional workspace_size = 106.46 MB \n"," CUDA allocate done! \n","Loaded: 0.000041 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.845950, GIOU: 0.843238), Class: 0.996802, Obj: 0.471474, No Obj: 0.001730, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.611299, iou_loss = 0.066454, total_loss = 0.677753 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.713936, GIOU: 0.712784), Class: 0.996046, Obj: 0.546246, No Obj: 0.001441, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.404247, iou_loss = 0.345144, total_loss = 0.749390 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.605626, GIOU: 0.599464), Class: 0.994025, Obj: 0.380709, No Obj: 0.001325, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.545369, iou_loss = 0.657486, total_loss = 1.202855 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776724, GIOU: 0.765834), Class: 0.993742, Obj: 0.384825, No Obj: 0.001561, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.711868, iou_loss = 0.244045, total_loss = 0.955914 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.786345, GIOU: 0.785200), Class: 0.994227, Obj: 0.473834, No Obj: 0.001583, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.368304, iou_loss = 0.331866, total_loss = 0.700169 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807560, GIOU: 0.797268), Class: 0.994537, Obj: 0.497502, No Obj: 0.001612, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.455035, iou_loss = 0.291910, total_loss = 0.746944 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.633369, GIOU: 0.620643), Class: 0.990853, Obj: 0.430420, No Obj: 0.001425, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.550568, iou_loss = 0.302939, total_loss = 0.853507 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.701511, GIOU: 0.701512), Class: 0.998508, Obj: 0.612511, No Obj: 0.001593, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.201358, iou_loss = 0.289360, total_loss = 0.490717 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.781760, GIOU: 0.780528), Class: 0.994975, Obj: 0.550362, No Obj: 0.001394, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.443736, iou_loss = 0.199226, total_loss = 0.642962 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.709026, GIOU: 0.707750), Class: 0.989808, Obj: 0.332490, No Obj: 0.001452, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.523390, iou_loss = 0.299296, total_loss = 0.822686 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700877, GIOU: 0.668293), Class: 0.989436, Obj: 0.208456, No Obj: 0.001359, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.840612, iou_loss = 0.349604, total_loss = 1.190217 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.732259, GIOU: 0.721915), Class: 0.996402, Obj: 0.344965, No Obj: 0.001780, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.845583, iou_loss = 0.159182, total_loss = 1.004765 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773223, GIOU: 0.770239), Class: 0.998135, Obj: 0.465591, No Obj: 0.001293, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.479860, iou_loss = 0.203591, total_loss = 0.683451 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.731896, GIOU: 0.727086), Class: 0.976026, Obj: 0.444060, No Obj: 0.001232, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.427685, iou_loss = 0.318102, total_loss = 0.745787 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796889, GIOU: 0.792994), Class: 0.997851, Obj: 0.554522, No Obj: 0.001253, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.349680, iou_loss = 0.293959, total_loss = 0.643639 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.864446, GIOU: 0.863787), Class: 0.999527, Obj: 0.637846, No Obj: 0.001621, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.294762, iou_loss = 0.152882, total_loss = 0.447644 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 891: 0.261635, 0.168529 avg loss, 0.000630 rate, 5.251368 seconds, 57024 images, 2.502529 hours left\n","Loaded: 0.000058 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.739938, GIOU: 0.735087), Class: 0.996884, Obj: 0.445941, No Obj: 0.001531, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.699086, iou_loss = 0.320604, total_loss = 1.019689 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.676958, GIOU: 0.659385), Class: 0.990233, Obj: 0.429331, No Obj: 0.001428, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.617001, iou_loss = 0.347234, total_loss = 0.964235 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.659842, GIOU: 0.642446), Class: 0.957259, Obj: 0.330132, No Obj: 0.001149, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.783724, iou_loss = 0.435995, total_loss = 1.219719 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702274, GIOU: 0.694084), Class: 0.998568, Obj: 0.723599, No Obj: 0.001600, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.264598, iou_loss = 0.245786, total_loss = 0.510384 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.712322, GIOU: 0.690965), Class: 0.992154, Obj: 0.302947, No Obj: 0.001238, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.613654, iou_loss = 0.391796, total_loss = 1.005450 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685213, GIOU: 0.677872), Class: 0.996572, Obj: 0.531207, No Obj: 0.001804, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.465557, iou_loss = 0.301673, total_loss = 0.767229 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722044, GIOU: 0.718920), Class: 0.989694, Obj: 0.298472, No Obj: 0.001508, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.638373, iou_loss = 0.238329, total_loss = 0.876702 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.830126, GIOU: 0.827166), Class: 0.993901, Obj: 0.519738, No Obj: 0.001446, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.468543, iou_loss = 0.075177, total_loss = 0.543720 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.659893, GIOU: 0.650252), Class: 0.995039, Obj: 0.545082, No Obj: 0.001528, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.385530, iou_loss = 0.320815, total_loss = 0.706344 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708896, GIOU: 0.701076), Class: 0.995131, Obj: 0.296962, No Obj: 0.001321, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.705379, iou_loss = 0.694458, total_loss = 1.399837 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741954, GIOU: 0.734574), Class: 0.997997, Obj: 0.488351, No Obj: 0.001491, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.467184, iou_loss = 0.334717, total_loss = 0.801902 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.691802, GIOU: 0.661430), Class: 0.998735, Obj: 0.655111, No Obj: 0.001536, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.291998, iou_loss = 0.316024, total_loss = 0.608022 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800486, GIOU: 0.791578), Class: 0.992562, Obj: 0.358280, No Obj: 0.001409, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.850241, iou_loss = 0.345583, total_loss = 1.195825 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724907, GIOU: 0.723473), Class: 0.996847, Obj: 0.434124, No Obj: 0.001687, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.545496, iou_loss = 0.227246, total_loss = 0.772742 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744444, GIOU: 0.738816), Class: 0.999338, Obj: 0.580561, No Obj: 0.001526, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.482380, iou_loss = 0.200888, total_loss = 0.683268 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708278, GIOU: 0.673963), Class: 0.997127, Obj: 0.372630, No Obj: 0.001788, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.601109, iou_loss = 0.275006, total_loss = 0.876114 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 892: 0.290651, 0.180741 avg loss, 0.000633 rate, 5.317461 seconds, 57088 images, 2.522856 hours left\n","Loaded: 0.000065 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723149, GIOU: 0.715715), Class: 0.995914, Obj: 0.659285, No Obj: 0.001615, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.318044, iou_loss = 0.372210, total_loss = 0.690254 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723527, GIOU: 0.709501), Class: 0.999031, Obj: 0.687251, No Obj: 0.001413, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.204985, iou_loss = 0.315757, total_loss = 0.520741 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704450, GIOU: 0.699721), Class: 0.996457, Obj: 0.651217, No Obj: 0.001789, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.359659, iou_loss = 0.404837, total_loss = 0.764496 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761155, GIOU: 0.759222), Class: 0.999208, Obj: 0.578565, No Obj: 0.001409, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.299538, iou_loss = 0.288690, total_loss = 0.588228 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.782135, GIOU: 0.778407), Class: 0.998344, Obj: 0.700301, No Obj: 0.001631, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.278273, iou_loss = 0.176732, total_loss = 0.455005 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806817, GIOU: 0.804245), Class: 0.998675, Obj: 0.691625, No Obj: 0.001323, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.174197, iou_loss = 0.158575, total_loss = 0.332772 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.680759, GIOU: 0.674189), Class: 0.992183, Obj: 0.354150, No Obj: 0.001636, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.720235, iou_loss = 0.300459, total_loss = 1.020694 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.641679, GIOU: 0.620225), Class: 0.997142, Obj: 0.514920, No Obj: 0.001243, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.428379, iou_loss = 0.574633, total_loss = 1.003012 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.660436, GIOU: 0.655535), Class: 0.998626, Obj: 0.540842, No Obj: 0.001249, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.441588, iou_loss = 0.520884, total_loss = 0.962472 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.620121, GIOU: 0.617882), Class: 0.949133, Obj: 0.339968, No Obj: 0.001536, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.567285, iou_loss = 0.559536, total_loss = 1.126822 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749924, GIOU: 0.747311), Class: 0.998819, Obj: 0.576309, No Obj: 0.001400, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.374396, iou_loss = 0.207472, total_loss = 0.581868 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769685, GIOU: 0.763564), Class: 0.996094, Obj: 0.599250, No Obj: 0.001473, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.362041, iou_loss = 0.184667, total_loss = 0.546707 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.644510, GIOU: 0.636533), Class: 0.979653, Obj: 0.213105, No Obj: 0.001144, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.877307, iou_loss = 0.416382, total_loss = 1.293689 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.765454, GIOU: 0.762775), Class: 0.998292, Obj: 0.634117, No Obj: 0.001274, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.296886, iou_loss = 0.222990, total_loss = 0.519876 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.772168, GIOU: 0.765403), Class: 0.998019, Obj: 0.705774, No Obj: 0.001288, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.156755, iou_loss = 0.245526, total_loss = 0.402280 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734734, GIOU: 0.734454), Class: 0.991535, Obj: 0.293796, No Obj: 0.001355, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.611422, iou_loss = 0.214660, total_loss = 0.826083 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 893: 0.242397, 0.186907 avg loss, 0.000636 rate, 5.363078 seconds, 57152 images, 2.543535 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.627448, GIOU: 0.626556), Class: 0.994329, Obj: 0.222893, No Obj: 0.001409, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.693046, iou_loss = 0.467066, total_loss = 1.160113 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.846876, GIOU: 0.844151), Class: 0.997618, Obj: 0.501670, No Obj: 0.001371, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.374318, iou_loss = 0.173320, total_loss = 0.547638 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774640, GIOU: 0.762891), Class: 0.996138, Obj: 0.284141, No Obj: 0.001695, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.818921, iou_loss = 0.201349, total_loss = 1.020270 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.822787, GIOU: 0.820019), Class: 0.998303, Obj: 0.420205, No Obj: 0.001224, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.397698, iou_loss = 0.107569, total_loss = 0.505267 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777488, GIOU: 0.764215), Class: 0.996998, Obj: 0.614919, No Obj: 0.001506, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.320577, iou_loss = 0.170835, total_loss = 0.491412 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769819, GIOU: 0.759940), Class: 0.993676, Obj: 0.465739, No Obj: 0.001455, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.528735, iou_loss = 0.164566, total_loss = 0.693300 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761924, GIOU: 0.753047), Class: 0.998638, Obj: 0.550953, No Obj: 0.001286, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.509045, iou_loss = 0.447007, total_loss = 0.956052 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774036, GIOU: 0.761468), Class: 0.999722, Obj: 0.616728, No Obj: 0.001220, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.378952, iou_loss = 0.149907, total_loss = 0.528859 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.679146, GIOU: 0.674811), Class: 0.980099, Obj: 0.303795, No Obj: 0.001022, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.551271, iou_loss = 0.382279, total_loss = 0.933550 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736613, GIOU: 0.731414), Class: 0.991618, Obj: 0.439575, No Obj: 0.001390, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.538590, iou_loss = 0.287709, total_loss = 0.826299 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.772391, GIOU: 0.769719), Class: 0.997713, Obj: 0.443807, No Obj: 0.001270, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.379581, iou_loss = 0.168978, total_loss = 0.548559 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800840, GIOU: 0.795292), Class: 0.998002, Obj: 0.633197, No Obj: 0.001420, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.351086, iou_loss = 0.139361, total_loss = 0.490447 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.846135, GIOU: 0.845150), Class: 0.997464, Obj: 0.450353, No Obj: 0.001309, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.486081, iou_loss = 0.117967, total_loss = 0.604047 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734353, GIOU: 0.711451), Class: 0.921759, Obj: 0.456382, No Obj: 0.001376, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.699175, iou_loss = 0.358589, total_loss = 1.057764 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734546, GIOU: 0.723414), Class: 0.998833, Obj: 0.565265, No Obj: 0.001364, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.347962, iou_loss = 0.413195, total_loss = 0.761157 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.759131, GIOU: 0.749424), Class: 0.997640, Obj: 0.479842, No Obj: 0.001223, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.485935, iou_loss = 0.183296, total_loss = 0.669231 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 894: 0.245709, 0.192787 avg loss, 0.000639 rate, 5.346469 seconds, 57216 images, 2.564387 hours left\n","Loaded: 0.000067 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.666865, GIOU: 0.660135), Class: 0.990123, Obj: 0.296340, No Obj: 0.001255, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.863878, iou_loss = 0.497301, total_loss = 1.361179 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.746380, GIOU: 0.738593), Class: 0.998708, Obj: 0.527213, No Obj: 0.001229, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.441713, iou_loss = 0.186428, total_loss = 0.628141 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.729057, GIOU: 0.723345), Class: 0.994919, Obj: 0.446556, No Obj: 0.001318, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.437836, iou_loss = 0.212491, total_loss = 0.650327 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.647744, GIOU: 0.635708), Class: 0.998247, Obj: 0.673998, No Obj: 0.001279, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.311614, iou_loss = 0.305915, total_loss = 0.617529 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790067, GIOU: 0.788558), Class: 0.999037, Obj: 0.665966, No Obj: 0.001287, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.265162, iou_loss = 0.219662, total_loss = 0.484824 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.697955, GIOU: 0.694373), Class: 0.998158, Obj: 0.515037, No Obj: 0.001431, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.586206, iou_loss = 0.683852, total_loss = 1.270059 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.634623, GIOU: 0.630914), Class: 0.996535, Obj: 0.499759, No Obj: 0.001514, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.581638, iou_loss = 0.407509, total_loss = 0.989147 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.716553, GIOU: 0.714522), Class: 0.998065, Obj: 0.592989, No Obj: 0.001445, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.198756, iou_loss = 0.292503, total_loss = 0.491260 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.814948, GIOU: 0.808596), Class: 0.998656, Obj: 0.531422, No Obj: 0.001483, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.470260, iou_loss = 0.384746, total_loss = 0.855006 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.644385, GIOU: 0.634561), Class: 0.995474, Obj: 0.452325, No Obj: 0.001311, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.616075, iou_loss = 0.355903, total_loss = 0.971978 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.710613, GIOU: 0.709514), Class: 0.997795, Obj: 0.683688, No Obj: 0.001511, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.208528, iou_loss = 0.174585, total_loss = 0.383113 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.837188, GIOU: 0.821274), Class: 0.997257, Obj: 0.370817, No Obj: 0.001421, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.585753, iou_loss = 0.219832, total_loss = 0.805585 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767160, GIOU: 0.763750), Class: 0.997694, Obj: 0.730605, No Obj: 0.001419, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.193780, iou_loss = 0.296675, total_loss = 0.490456 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.753134, GIOU: 0.748059), Class: 0.998597, Obj: 0.658162, No Obj: 0.001406, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.266826, iou_loss = 0.301903, total_loss = 0.568728 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.695139, GIOU: 0.656540), Class: 0.996578, Obj: 0.557788, No Obj: 0.001523, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.274189, iou_loss = 0.435328, total_loss = 0.709517 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766871, GIOU: 0.760902), Class: 0.998614, Obj: 0.639992, No Obj: 0.001497, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.427494, iou_loss = 0.336443, total_loss = 0.763937 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 895: 0.250851, 0.198593 avg loss, 0.000642 rate, 5.340049 seconds, 57280 images, 2.584872 hours left\n","Loaded: 0.000044 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.638581, GIOU: 0.636954), Class: 0.998510, Obj: 0.508604, No Obj: 0.001629, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.441217, iou_loss = 0.369387, total_loss = 0.810604 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.676966, GIOU: 0.671334), Class: 0.981027, Obj: 0.388257, No Obj: 0.001106, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.617219, iou_loss = 0.243812, total_loss = 0.861032 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806779, GIOU: 0.798095), Class: 0.998166, Obj: 0.487404, No Obj: 0.001208, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.397881, iou_loss = 0.200316, total_loss = 0.598196 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788398, GIOU: 0.776180), Class: 0.997902, Obj: 0.426591, No Obj: 0.001451, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.580878, iou_loss = 0.164829, total_loss = 0.745707 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734339, GIOU: 0.731783), Class: 0.997546, Obj: 0.630502, No Obj: 0.001448, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.324651, iou_loss = 0.240403, total_loss = 0.565054 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.817959, GIOU: 0.809348), Class: 0.995237, Obj: 0.736977, No Obj: 0.001320, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.327363, iou_loss = 0.196711, total_loss = 0.524074 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749273, GIOU: 0.741023), Class: 0.998145, Obj: 0.503325, No Obj: 0.001306, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.667311, iou_loss = 0.387750, total_loss = 1.055061 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796783, GIOU: 0.785900), Class: 0.998532, Obj: 0.610351, No Obj: 0.001322, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.248337, iou_loss = 0.145494, total_loss = 0.393830 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.709011, GIOU: 0.702626), Class: 0.999181, Obj: 0.652739, No Obj: 0.001388, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.296786, iou_loss = 0.220593, total_loss = 0.517379 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.751956, GIOU: 0.730290), Class: 0.998682, Obj: 0.504309, No Obj: 0.001381, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.651155, iou_loss = 0.411018, total_loss = 1.062173 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.671164, GIOU: 0.625754), Class: 0.996173, Obj: 0.475268, No Obj: 0.001314, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.697611, iou_loss = 0.510590, total_loss = 1.208201 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.693197, GIOU: 0.657455), Class: 0.999382, Obj: 0.667262, No Obj: 0.001264, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.236345, iou_loss = 0.300473, total_loss = 0.536818 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.581474, GIOU: 0.571487), Class: 0.997523, Obj: 0.526206, No Obj: 0.001294, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.373389, iou_loss = 0.596161, total_loss = 0.969550 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790510, GIOU: 0.781451), Class: 0.998016, Obj: 0.708791, No Obj: 0.001251, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.190339, iou_loss = 0.240094, total_loss = 0.430433 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.764646, GIOU: 0.757111), Class: 0.999399, Obj: 0.687424, No Obj: 0.001445, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.392659, iou_loss = 0.234358, total_loss = 0.627018 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724231, GIOU: 0.712878), Class: 0.997306, Obj: 0.285550, No Obj: 0.001256, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 1.008379, iou_loss = 0.297010, total_loss = 1.305390 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 896: 0.254387, 0.204173 avg loss, 0.000645 rate, 5.322958 seconds, 57344 images, 2.605082 hours left\n","Loaded: 0.000041 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.663725, GIOU: 0.661056), Class: 0.965301, Obj: 0.341332, No Obj: 0.000995, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.679359, iou_loss = 0.318291, total_loss = 0.997649 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770041, GIOU: 0.756331), Class: 0.998474, Obj: 0.682743, No Obj: 0.001315, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.284737, iou_loss = 0.187529, total_loss = 0.472266 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754607, GIOU: 0.746203), Class: 0.994902, Obj: 0.424802, No Obj: 0.001451, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.571398, iou_loss = 0.115827, total_loss = 0.687225 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749888, GIOU: 0.738503), Class: 0.997729, Obj: 0.534805, No Obj: 0.001451, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.448245, iou_loss = 0.239024, total_loss = 0.687269 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801930, GIOU: 0.798168), Class: 0.998538, Obj: 0.623298, No Obj: 0.001721, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.319392, iou_loss = 0.139836, total_loss = 0.459229 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.739469, GIOU: 0.738572), Class: 0.998290, Obj: 0.665336, No Obj: 0.001419, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.268131, iou_loss = 0.258205, total_loss = 0.526336 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.604954, GIOU: 0.573651), Class: 0.994874, Obj: 0.555988, No Obj: 0.001521, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.536105, iou_loss = 0.496202, total_loss = 1.032306 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700246, GIOU: 0.678877), Class: 0.997168, Obj: 0.582167, No Obj: 0.001322, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.248385, iou_loss = 0.285107, total_loss = 0.533492 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.735645, GIOU: 0.735393), Class: 0.997188, Obj: 0.617006, No Obj: 0.001451, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.292003, iou_loss = 0.212188, total_loss = 0.504191 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743027, GIOU: 0.737501), Class: 0.992578, Obj: 0.335584, No Obj: 0.001330, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.649338, iou_loss = 0.254927, total_loss = 0.904265 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700583, GIOU: 0.698838), Class: 0.997326, Obj: 0.223847, No Obj: 0.001412, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.693260, iou_loss = 0.331765, total_loss = 1.025025 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.653551, GIOU: 0.641644), Class: 0.994189, Obj: 0.386208, No Obj: 0.001398, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.558937, iou_loss = 0.318971, total_loss = 0.877908 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761144, GIOU: 0.758951), Class: 0.995788, Obj: 0.533224, No Obj: 0.001397, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.458915, iou_loss = 0.297033, total_loss = 0.755948 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.716275, GIOU: 0.693588), Class: 0.998283, Obj: 0.640012, No Obj: 0.001392, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.195223, iou_loss = 0.403364, total_loss = 0.598587 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.663419, GIOU: 0.651694), Class: 0.997117, Obj: 0.529213, No Obj: 0.001425, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.353501, iou_loss = 0.343384, total_loss = 0.696885 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.814047, GIOU: 0.810197), Class: 0.997642, Obj: 0.557607, No Obj: 0.001620, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.708376, iou_loss = 0.222544, total_loss = 0.930920 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 897: 0.243533, 0.208109 avg loss, 0.000647 rate, 5.349207 seconds, 57408 images, 2.624928 hours left\n","Loaded: 0.000041 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.705516, GIOU: 0.700564), Class: 0.998441, Obj: 0.699703, No Obj: 0.001658, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.487236, iou_loss = 0.334412, total_loss = 0.821648 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.650306, GIOU: 0.647884), Class: 0.998309, Obj: 0.462839, No Obj: 0.001581, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.887267, iou_loss = 0.282773, total_loss = 1.170041 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726829, GIOU: 0.725369), Class: 0.999572, Obj: 0.750562, No Obj: 0.001475, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.422795, iou_loss = 0.203986, total_loss = 0.626780 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.693632, GIOU: 0.688617), Class: 0.986909, Obj: 0.141851, No Obj: 0.001208, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.024796, iou_loss = 0.559959, total_loss = 1.584755 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722727, GIOU: 0.702542), Class: 0.994894, Obj: 0.392692, No Obj: 0.001574, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.587742, iou_loss = 0.354627, total_loss = 0.942369 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.612783, GIOU: 0.597892), Class: 0.998228, Obj: 0.605878, No Obj: 0.001511, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 0.621708, iou_loss = 0.383446, total_loss = 1.005155 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.601902, GIOU: 0.601902), Class: 0.993887, Obj: 0.300920, No Obj: 0.001480, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.861571, iou_loss = 0.494426, total_loss = 1.355998 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.660448, GIOU: 0.659580), Class: 0.999080, Obj: 0.731806, No Obj: 0.001583, .5R: 0.500000, .75R: 0.500000, count: 4, class_loss = 0.200111, iou_loss = 0.439643, total_loss = 0.639754 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677416, GIOU: 0.666228), Class: 0.998734, Obj: 0.736731, No Obj: 0.001544, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.370405, iou_loss = 0.351223, total_loss = 0.721628 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.740732, GIOU: 0.739943), Class: 0.998783, Obj: 0.755542, No Obj: 0.001687, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.537948, iou_loss = 0.214112, total_loss = 0.752060 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.676306, GIOU: 0.666245), Class: 0.997434, Obj: 0.489318, No Obj: 0.001597, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.696873, iou_loss = 0.349087, total_loss = 1.045959 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.653204, GIOU: 0.644492), Class: 0.996262, Obj: 0.696396, No Obj: 0.001337, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.349903, iou_loss = 0.360571, total_loss = 0.710474 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.695600, GIOU: 0.682242), Class: 0.999375, Obj: 0.747357, No Obj: 0.001477, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.140779, iou_loss = 0.231846, total_loss = 0.372625 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.631107, GIOU: 0.621706), Class: 0.925252, Obj: 0.331951, No Obj: 0.001520, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 1.134887, iou_loss = 0.364429, total_loss = 1.499316 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.591660, GIOU: 0.589689), Class: 0.998356, Obj: 0.849784, No Obj: 0.001582, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.189567, iou_loss = 0.645662, total_loss = 0.835229 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.576707, GIOU: 0.576707), Class: 0.997927, Obj: 0.683167, No Obj: 0.001743, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.384390, iou_loss = 0.577199, total_loss = 0.961589 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","\n"," 898: 0.313447, 0.218642 avg loss, 0.000650 rate, 5.333087 seconds, 57472 images, 2.644786 hours left\n","Loaded: 0.000085 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.707170, GIOU: 0.665990), Class: 0.998856, Obj: 0.525922, No Obj: 0.001253, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.610648, iou_loss = 0.331252, total_loss = 0.941900 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.648613, GIOU: 0.644228), Class: 0.997928, Obj: 0.423974, No Obj: 0.001244, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.615276, iou_loss = 0.412379, total_loss = 1.027655 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702536, GIOU: 0.694885), Class: 0.997474, Obj: 0.589760, No Obj: 0.001225, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.400332, iou_loss = 0.345674, total_loss = 0.746006 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.716882, GIOU: 0.704051), Class: 0.998318, Obj: 0.579258, No Obj: 0.001107, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.562736, iou_loss = 0.355511, total_loss = 0.918247 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749660, GIOU: 0.741757), Class: 0.996286, Obj: 0.290562, No Obj: 0.001375, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.006677, iou_loss = 0.249089, total_loss = 1.255766 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741113, GIOU: 0.711283), Class: 0.996148, Obj: 0.332855, No Obj: 0.001374, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.789648, iou_loss = 0.237391, total_loss = 1.027039 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704605, GIOU: 0.702912), Class: 0.998494, Obj: 0.473506, No Obj: 0.001202, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.502232, iou_loss = 0.268758, total_loss = 0.770989 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.825347, GIOU: 0.823238), Class: 0.991906, Obj: 0.364937, No Obj: 0.001259, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.724001, iou_loss = 0.293651, total_loss = 1.017651 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749781, GIOU: 0.749522), Class: 0.997810, Obj: 0.569360, No Obj: 0.001195, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.422970, iou_loss = 0.177219, total_loss = 0.600189 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724073, GIOU: 0.715361), Class: 0.995488, Obj: 0.271767, No Obj: 0.001079, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.646612, iou_loss = 0.242463, total_loss = 0.889075 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.729843, GIOU: 0.712254), Class: 0.997545, Obj: 0.404091, No Obj: 0.001062, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.418119, iou_loss = 0.283435, total_loss = 0.701555 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.687652, GIOU: 0.685518), Class: 0.998614, Obj: 0.436005, No Obj: 0.001182, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.833450, iou_loss = 0.342187, total_loss = 1.175636 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.750891, GIOU: 0.732826), Class: 0.998891, Obj: 0.696395, No Obj: 0.001195, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.355525, iou_loss = 0.352469, total_loss = 0.707994 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.671187, GIOU: 0.643571), Class: 0.996617, Obj: 0.314620, No Obj: 0.001157, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.974605, iou_loss = 0.476444, total_loss = 1.451048 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.595008, GIOU: 0.584023), Class: 0.979559, Obj: 0.515492, No Obj: 0.001051, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.358450, iou_loss = 0.630430, total_loss = 0.988880 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.660073, GIOU: 0.629754), Class: 0.998103, Obj: 0.437320, No Obj: 0.001178, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.446509, iou_loss = 0.445937, total_loss = 0.892446 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 899: 0.314836, 0.228262 avg loss, 0.000653 rate, 5.326681 seconds, 57536 images, 2.664292 hours left\n","Loaded: 0.000039 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.644441, GIOU: 0.642299), Class: 0.997849, Obj: 0.490646, No Obj: 0.001151, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.428307, iou_loss = 0.391830, total_loss = 0.820136 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.746533, GIOU: 0.729962), Class: 0.998211, Obj: 0.365150, No Obj: 0.001037, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.696147, iou_loss = 0.330781, total_loss = 1.026928 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.662577, GIOU: 0.650765), Class: 0.999342, Obj: 0.611312, No Obj: 0.001133, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.298799, iou_loss = 0.309362, total_loss = 0.608161 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.605643, GIOU: 0.603133), Class: 0.998433, Obj: 0.449036, No Obj: 0.001205, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 0.566561, iou_loss = 0.490664, total_loss = 1.057225 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.746461, GIOU: 0.745571), Class: 0.999277, Obj: 0.294320, No Obj: 0.001174, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.902002, iou_loss = 0.288046, total_loss = 1.190048 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.661744, GIOU: 0.643044), Class: 0.998974, Obj: 0.529478, No Obj: 0.001181, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.380725, iou_loss = 0.384603, total_loss = 0.765328 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.602839, GIOU: 0.597069), Class: 0.998909, Obj: 0.759548, No Obj: 0.001250, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.222875, iou_loss = 0.472715, total_loss = 0.695590 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.643169, GIOU: 0.628263), Class: 0.998725, Obj: 0.501787, No Obj: 0.001155, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.400838, iou_loss = 0.373817, total_loss = 0.774655 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.650538, GIOU: 0.650538), Class: 0.998103, Obj: 0.438851, No Obj: 0.001103, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.599422, iou_loss = 0.275639, total_loss = 0.875061 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.694821, GIOU: 0.685635), Class: 0.997522, Obj: 0.500650, No Obj: 0.001094, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.435458, iou_loss = 0.353042, total_loss = 0.788501 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704562, GIOU: 0.703736), Class: 0.996461, Obj: 0.270847, No Obj: 0.001038, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.851598, iou_loss = 0.427418, total_loss = 1.279016 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.661399, GIOU: 0.638889), Class: 0.998729, Obj: 0.723345, No Obj: 0.001180, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.128383, iou_loss = 0.441215, total_loss = 0.569598 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708258, GIOU: 0.681467), Class: 0.998698, Obj: 0.624147, No Obj: 0.001262, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.174852, iou_loss = 0.528051, total_loss = 0.702902 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760098, GIOU: 0.758119), Class: 0.995389, Obj: 0.464516, No Obj: 0.001206, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.390386, iou_loss = 0.279358, total_loss = 0.669745 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.658515, GIOU: 0.646691), Class: 0.990920, Obj: 0.175852, No Obj: 0.001114, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.896629, iou_loss = 0.402719, total_loss = 1.299348 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.696071, GIOU: 0.695949), Class: 0.998300, Obj: 0.606173, No Obj: 0.001065, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.227146, iou_loss = 0.363045, total_loss = 0.590191 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 900: 0.285677, 0.234003 avg loss, 0.000656 rate, 5.347195 seconds, 57600 images, 2.683534 hours left\n","Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n","Resizing, random_coef = 1.40 \n","\n"," 352 x 352 \n"," try to allocate additional workspace_size = 52.43 MB \n"," CUDA allocate done! \n","Loaded: 0.000038 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.616499, GIOU: 0.606450), Class: 0.993935, Obj: 0.813386, No Obj: 0.003269, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.141278, iou_loss = 0.399738, total_loss = 0.541016 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.609728, GIOU: 0.602379), Class: 0.987878, Obj: 0.435641, No Obj: 0.002531, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.474571, iou_loss = 0.547443, total_loss = 1.022014 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.522100, GIOU: 0.481147), Class: 0.996310, Obj: 0.491567, No Obj: 0.003199, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.663644, iou_loss = 0.475157, total_loss = 1.138800 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734806, GIOU: 0.710293), Class: 0.979874, Obj: 0.257001, No Obj: 0.002683, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.023902, iou_loss = 0.232119, total_loss = 1.256021 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.841196, GIOU: 0.839178), Class: 0.992087, Obj: 0.488392, No Obj: 0.002784, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.343816, iou_loss = 0.116721, total_loss = 0.460536 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.707232, GIOU: 0.707034), Class: 0.988026, Obj: 0.662180, No Obj: 0.002993, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.168212, iou_loss = 0.221883, total_loss = 0.390095 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.714838, GIOU: 0.710016), Class: 0.997786, Obj: 0.753426, No Obj: 0.003434, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.127762, iou_loss = 0.238691, total_loss = 0.366453 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.839796, GIOU: 0.839267), Class: 0.993348, Obj: 0.558154, No Obj: 0.002972, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.556873, iou_loss = 0.081473, total_loss = 0.638346 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.671481, GIOU: 0.662802), Class: 0.984026, Obj: 0.366608, No Obj: 0.002547, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.757477, iou_loss = 0.363291, total_loss = 1.120768 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.580662, GIOU: 0.573186), Class: 0.988132, Obj: 0.458365, No Obj: 0.003749, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.888288, iou_loss = 0.519307, total_loss = 1.407595 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.623595, GIOU: 0.595035), Class: 0.996168, Obj: 0.598567, No Obj: 0.003191, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.291791, iou_loss = 0.305382, total_loss = 0.597173 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677879, GIOU: 0.670015), Class: 0.993693, Obj: 0.776038, No Obj: 0.003271, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.081647, iou_loss = 0.334454, total_loss = 0.416101 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.649150, GIOU: 0.640867), Class: 0.998700, Obj: 0.860409, No Obj: 0.004020, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.134607, iou_loss = 0.277042, total_loss = 0.411649 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.699296, GIOU: 0.691013), Class: 0.997294, Obj: 0.821779, No Obj: 0.003075, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.088559, iou_loss = 0.196717, total_loss = 0.285276 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801317, GIOU: 0.799540), Class: 0.989896, Obj: 0.516778, No Obj: 0.002659, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.499383, iou_loss = 0.093218, total_loss = 0.592601 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.715062, GIOU: 0.710707), Class: 0.997401, Obj: 0.924327, No Obj: 0.003242, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.035204, iou_loss = 0.294909, total_loss = 0.330114 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 901: 0.228637, 0.233467 avg loss, 0.000659 rate, 2.047724 seconds, 57664 images, 2.702744 hours left\n","Loaded: 0.000066 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704195, GIOU: 0.678084), Class: 0.994718, Obj: 0.589216, No Obj: 0.002870, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.406834, iou_loss = 0.267198, total_loss = 0.674032 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776336, GIOU: 0.766591), Class: 0.998189, Obj: 0.827923, No Obj: 0.003242, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.213913, iou_loss = 0.156128, total_loss = 0.370041 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704211, GIOU: 0.682835), Class: 0.995822, Obj: 0.518717, No Obj: 0.003304, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.504402, iou_loss = 0.191993, total_loss = 0.696395 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704690, GIOU: 0.700770), Class: 0.993350, Obj: 0.223543, No Obj: 0.002129, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.709371, iou_loss = 0.400564, total_loss = 1.109935 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.715546, GIOU: 0.682289), Class: 0.976387, Obj: 0.444808, No Obj: 0.003404, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.613692, iou_loss = 0.374789, total_loss = 0.988481 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749710, GIOU: 0.737998), Class: 0.997404, Obj: 0.627205, No Obj: 0.003357, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.267410, iou_loss = 0.118202, total_loss = 0.385612 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787581, GIOU: 0.780119), Class: 0.991011, Obj: 0.437800, No Obj: 0.002988, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.585918, iou_loss = 0.097374, total_loss = 0.683292 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.652528, GIOU: 0.652528), Class: 0.993604, Obj: 0.536567, No Obj: 0.003034, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.415191, iou_loss = 0.288921, total_loss = 0.704112 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801203, GIOU: 0.798806), Class: 0.997259, Obj: 0.830996, No Obj: 0.003496, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.046477, iou_loss = 0.150106, total_loss = 0.196582 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760484, GIOU: 0.755412), Class: 0.995650, Obj: 0.594603, No Obj: 0.003884, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.530568, iou_loss = 0.117432, total_loss = 0.648000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.707029, GIOU: 0.702059), Class: 0.993479, Obj: 0.808784, No Obj: 0.003573, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.093493, iou_loss = 0.284952, total_loss = 0.378445 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708095, GIOU: 0.698483), Class: 0.995978, Obj: 0.552792, No Obj: 0.003304, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.327003, iou_loss = 0.218907, total_loss = 0.545909 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.637607, GIOU: 0.627423), Class: 0.993688, Obj: 0.550303, No Obj: 0.003165, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.367331, iou_loss = 0.459201, total_loss = 0.826532 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.718693, GIOU: 0.683447), Class: 0.983354, Obj: 0.522121, No Obj: 0.002972, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.469343, iou_loss = 0.344421, total_loss = 0.813764 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.804847, GIOU: 0.798687), Class: 0.994809, Obj: 0.866252, No Obj: 0.003356, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.039842, iou_loss = 0.119233, total_loss = 0.159075 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770364, GIOU: 0.767064), Class: 0.994514, Obj: 0.779018, No Obj: 0.003283, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.204994, iou_loss = 0.189121, total_loss = 0.394115 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 902: 0.199465, 0.230067 avg loss, 0.000662 rate, 2.092204 seconds, 57728 images, 2.693345 hours left\n","Loaded: 0.000057 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685724, GIOU: 0.680406), Class: 0.995430, Obj: 0.815357, No Obj: 0.003852, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.082538, iou_loss = 0.223883, total_loss = 0.306421 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743374, GIOU: 0.732392), Class: 0.996764, Obj: 0.691636, No Obj: 0.003903, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.341239, iou_loss = 0.154982, total_loss = 0.496221 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726643, GIOU: 0.705836), Class: 0.987423, Obj: 0.378831, No Obj: 0.003344, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.730294, iou_loss = 0.261826, total_loss = 0.992121 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.761173, GIOU: 0.757653), Class: 0.986462, Obj: 0.550561, No Obj: 0.003264, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.339726, iou_loss = 0.228020, total_loss = 0.567746 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.678525, GIOU: 0.653878), Class: 0.991201, Obj: 0.727582, No Obj: 0.003465, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.146306, iou_loss = 0.297106, total_loss = 0.443412 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796083, GIOU: 0.792619), Class: 0.995130, Obj: 0.673404, No Obj: 0.003964, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.304217, iou_loss = 0.123361, total_loss = 0.427578 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.672633, GIOU: 0.664849), Class: 0.993755, Obj: 0.705879, No Obj: 0.004037, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.227762, iou_loss = 0.257360, total_loss = 0.485122 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.728112, GIOU: 0.713850), Class: 0.994179, Obj: 0.591416, No Obj: 0.003575, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.438583, iou_loss = 0.212389, total_loss = 0.650973 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.725783, GIOU: 0.725782), Class: 0.994653, Obj: 0.832891, No Obj: 0.003835, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.094695, iou_loss = 0.153189, total_loss = 0.247884 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.705980, GIOU: 0.701252), Class: 0.997999, Obj: 0.748540, No Obj: 0.003483, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.311466, iou_loss = 0.191786, total_loss = 0.503252 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.640763, GIOU: 0.632996), Class: 0.975336, Obj: 0.438711, No Obj: 0.003241, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.797574, iou_loss = 0.343920, total_loss = 1.141494 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.577967, GIOU: 0.537575), Class: 0.991179, Obj: 0.575452, No Obj: 0.003057, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.303117, iou_loss = 0.512069, total_loss = 0.815187 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.616462, GIOU: 0.604826), Class: 0.994710, Obj: 0.584098, No Obj: 0.003374, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.553676, iou_loss = 0.850276, total_loss = 1.403952 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677098, GIOU: 0.676291), Class: 0.996801, Obj: 0.839643, No Obj: 0.003822, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.125936, iou_loss = 0.239176, total_loss = 0.365112 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.768555, GIOU: 0.761741), Class: 0.991519, Obj: 0.855229, No Obj: 0.004110, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.025688, iou_loss = 0.175000, total_loss = 0.200687 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807104, GIOU: 0.806057), Class: 0.994846, Obj: 0.898347, No Obj: 0.003545, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.179419, iou_loss = 0.152402, total_loss = 0.331821 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 903: 0.195396, 0.226599 avg loss, 0.000665 rate, 2.103798 seconds, 57792 images, 2.684417 hours left\n","Loaded: 0.000038 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734416, GIOU: 0.717121), Class: 0.988778, Obj: 0.652628, No Obj: 0.003448, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.481899, iou_loss = 0.335495, total_loss = 0.817395 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.735638, GIOU: 0.728206), Class: 0.996089, Obj: 0.654681, No Obj: 0.004181, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.395310, iou_loss = 0.150885, total_loss = 0.546195 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.719933, GIOU: 0.686831), Class: 0.982921, Obj: 0.292328, No Obj: 0.003617, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.128969, iou_loss = 0.209963, total_loss = 1.338933 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745928, GIOU: 0.738380), Class: 0.994095, Obj: 0.454830, No Obj: 0.003852, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.619637, iou_loss = 0.182107, total_loss = 0.801744 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754353, GIOU: 0.750413), Class: 0.993822, Obj: 0.773617, No Obj: 0.003713, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.462072, iou_loss = 0.196646, total_loss = 0.658717 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.708162, GIOU: 0.697168), Class: 0.997665, Obj: 0.678107, No Obj: 0.004218, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.336738, iou_loss = 0.165322, total_loss = 0.502060 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.692526, GIOU: 0.691667), Class: 0.997440, Obj: 0.859796, No Obj: 0.003806, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.162529, iou_loss = 0.171315, total_loss = 0.333844 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806824, GIOU: 0.804637), Class: 0.994295, Obj: 0.548003, No Obj: 0.003810, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.519546, iou_loss = 0.146981, total_loss = 0.666527 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.725646, GIOU: 0.715499), Class: 0.998642, Obj: 0.915377, No Obj: 0.004185, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.344365, iou_loss = 0.200925, total_loss = 0.545290 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.847915, GIOU: 0.845476), Class: 0.992972, Obj: 0.853977, No Obj: 0.003760, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.040712, iou_loss = 0.067399, total_loss = 0.108111 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.759344, GIOU: 0.756632), Class: 0.996411, Obj: 0.848463, No Obj: 0.004059, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.286577, iou_loss = 0.110147, total_loss = 0.396724 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788579, GIOU: 0.787205), Class: 0.988739, Obj: 0.505676, No Obj: 0.004287, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.502011, iou_loss = 0.111407, total_loss = 0.613418 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.753463, GIOU: 0.750250), Class: 0.997749, Obj: 0.934031, No Obj: 0.003770, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.074472, iou_loss = 0.159022, total_loss = 0.233494 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.735778, GIOU: 0.733958), Class: 0.985494, Obj: 0.525778, No Obj: 0.003664, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.775645, iou_loss = 0.215791, total_loss = 0.991436 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738660, GIOU: 0.719959), Class: 0.991289, Obj: 0.680378, No Obj: 0.003806, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.319886, iou_loss = 0.238385, total_loss = 0.558270 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738640, GIOU: 0.707050), Class: 0.995171, Obj: 0.748899, No Obj: 0.003803, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.249579, iou_loss = 0.222866, total_loss = 0.472445 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 904: 0.199680, 0.223908 avg loss, 0.000668 rate, 2.101198 seconds, 57856 images, 2.675672 hours left\n","Loaded: 0.000061 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749518, GIOU: 0.728887), Class: 0.993419, Obj: 0.733672, No Obj: 0.003894, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.216543, iou_loss = 0.141230, total_loss = 0.357773 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.768084, GIOU: 0.756434), Class: 0.993621, Obj: 0.889406, No Obj: 0.003943, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.073238, iou_loss = 0.236204, total_loss = 0.309442 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798579, GIOU: 0.797785), Class: 0.997320, Obj: 0.898695, No Obj: 0.004386, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.244760, iou_loss = 0.075228, total_loss = 0.319989 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749746, GIOU: 0.732837), Class: 0.995592, Obj: 0.762822, No Obj: 0.004140, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.219666, iou_loss = 0.225354, total_loss = 0.445021 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702724, GIOU: 0.686677), Class: 0.989436, Obj: 0.520033, No Obj: 0.003606, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.482168, iou_loss = 0.284393, total_loss = 0.766561 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.748077, GIOU: 0.724200), Class: 0.988799, Obj: 0.547971, No Obj: 0.003745, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.354011, iou_loss = 0.162099, total_loss = 0.516111 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790387, GIOU: 0.784403), Class: 0.985349, Obj: 0.843161, No Obj: 0.003416, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.078473, iou_loss = 0.158356, total_loss = 0.236829 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.771138, GIOU: 0.764144), Class: 0.995826, Obj: 0.775859, No Obj: 0.004298, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.317175, iou_loss = 0.121209, total_loss = 0.438384 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752577, GIOU: 0.734109), Class: 0.983077, Obj: 0.625958, No Obj: 0.003892, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.558150, iou_loss = 0.267472, total_loss = 0.825622 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769944, GIOU: 0.764530), Class: 0.994745, Obj: 0.767115, No Obj: 0.003297, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.186660, iou_loss = 0.208078, total_loss = 0.394737 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.779148, GIOU: 0.768801), Class: 0.995248, Obj: 0.674564, No Obj: 0.004117, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.290707, iou_loss = 0.146697, total_loss = 0.437404 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798262, GIOU: 0.790313), Class: 0.994951, Obj: 0.664857, No Obj: 0.004409, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.298295, iou_loss = 0.169866, total_loss = 0.468161 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.813926, GIOU: 0.812041), Class: 0.997240, Obj: 0.854629, No Obj: 0.003440, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.061667, iou_loss = 0.076270, total_loss = 0.137938 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726285, GIOU: 0.702419), Class: 0.992121, Obj: 0.599337, No Obj: 0.004189, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.523025, iou_loss = 0.244801, total_loss = 0.767826 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770510, GIOU: 0.759512), Class: 0.996168, Obj: 0.858061, No Obj: 0.003803, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.084041, iou_loss = 0.158314, total_loss = 0.242355 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.819773, GIOU: 0.815478), Class: 0.994950, Obj: 0.813390, No Obj: 0.003920, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.060613, iou_loss = 0.143607, total_loss = 0.204221 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 905: 0.143091, 0.215826 avg loss, 0.000671 rate, 2.160746 seconds, 57920 images, 2.666986 hours left\n","Loaded: 0.000029 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.739527, GIOU: 0.732725), Class: 0.997277, Obj: 0.888079, No Obj: 0.003645, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.086181, iou_loss = 0.211522, total_loss = 0.297703 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.739076, GIOU: 0.732587), Class: 0.996189, Obj: 0.895797, No Obj: 0.004660, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.336235, iou_loss = 0.183633, total_loss = 0.519868 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.797375, GIOU: 0.787484), Class: 0.996429, Obj: 0.718444, No Obj: 0.004210, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.341157, iou_loss = 0.079125, total_loss = 0.420281 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.765009, GIOU: 0.764285), Class: 0.996188, Obj: 0.854026, No Obj: 0.004056, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.263114, iou_loss = 0.139753, total_loss = 0.402867 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.747018, GIOU: 0.708946), Class: 0.984926, Obj: 0.453358, No Obj: 0.003525, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.674321, iou_loss = 0.272368, total_loss = 0.946689 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801140, GIOU: 0.799049), Class: 0.997116, Obj: 0.737417, No Obj: 0.004301, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.322955, iou_loss = 0.109360, total_loss = 0.432316 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.779700, GIOU: 0.769150), Class: 0.995554, Obj: 0.792052, No Obj: 0.004307, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.192918, iou_loss = 0.151957, total_loss = 0.344876 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.771239, GIOU: 0.765384), Class: 0.995442, Obj: 0.767071, No Obj: 0.003973, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.221566, iou_loss = 0.166360, total_loss = 0.387926 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.783820, GIOU: 0.769799), Class: 0.943928, Obj: 0.633662, No Obj: 0.003393, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.504403, iou_loss = 0.220268, total_loss = 0.724671 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816454, GIOU: 0.808749), Class: 0.997964, Obj: 0.830478, No Obj: 0.004309, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.080294, iou_loss = 0.098095, total_loss = 0.178388 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738502, GIOU: 0.726966), Class: 0.993379, Obj: 0.934761, No Obj: 0.004338, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.007793, iou_loss = 0.287195, total_loss = 0.294988 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.828672, GIOU: 0.823983), Class: 0.998225, Obj: 0.933126, No Obj: 0.004702, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.218943, iou_loss = 0.055811, total_loss = 0.274754 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.778407, GIOU: 0.772386), Class: 0.983426, Obj: 0.679172, No Obj: 0.004328, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.276297, iou_loss = 0.163123, total_loss = 0.439420 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.713189, GIOU: 0.701477), Class: 0.997241, Obj: 0.851037, No Obj: 0.004321, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.125458, iou_loss = 0.166614, total_loss = 0.292072 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.721390, GIOU: 0.701926), Class: 0.988132, Obj: 0.631257, No Obj: 0.003119, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.425409, iou_loss = 0.311221, total_loss = 0.736630 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801902, GIOU: 0.797288), Class: 0.994798, Obj: 0.713597, No Obj: 0.004791, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.401936, iou_loss = 0.129378, total_loss = 0.531314 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 906: 0.150516, 0.209295 avg loss, 0.000674 rate, 2.091237 seconds, 57984 images, 2.658893 hours left\n","Loaded: 0.000050 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.765005, GIOU: 0.744551), Class: 0.997593, Obj: 0.881372, No Obj: 0.004401, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.035110, iou_loss = 0.197093, total_loss = 0.232204 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736605, GIOU: 0.725937), Class: 0.995261, Obj: 0.745895, No Obj: 0.004187, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.181313, iou_loss = 0.146430, total_loss = 0.327743 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.666606, GIOU: 0.658333), Class: 0.995410, Obj: 0.890906, No Obj: 0.004581, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.262296, iou_loss = 0.245097, total_loss = 0.507393 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.697490, GIOU: 0.688962), Class: 0.992805, Obj: 0.649195, No Obj: 0.004126, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.539925, iou_loss = 0.232186, total_loss = 0.772112 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.733119, GIOU: 0.728414), Class: 0.991970, Obj: 0.752205, No Obj: 0.004191, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.123057, iou_loss = 0.263416, total_loss = 0.386474 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.785259, GIOU: 0.783184), Class: 0.991059, Obj: 0.783669, No Obj: 0.004256, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.116019, iou_loss = 0.146511, total_loss = 0.262530 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.802933, GIOU: 0.799431), Class: 0.994040, Obj: 0.702943, No Obj: 0.004968, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.519956, iou_loss = 0.123720, total_loss = 0.643677 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792661, GIOU: 0.783704), Class: 0.989860, Obj: 0.678043, No Obj: 0.004186, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.549777, iou_loss = 0.214905, total_loss = 0.764682 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.707619, GIOU: 0.705052), Class: 0.997255, Obj: 0.757536, No Obj: 0.004651, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.275012, iou_loss = 0.256953, total_loss = 0.531966 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.829269, GIOU: 0.828390), Class: 0.996397, Obj: 0.704334, No Obj: 0.004054, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.210336, iou_loss = 0.067291, total_loss = 0.277627 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.697059, GIOU: 0.664655), Class: 0.995495, Obj: 0.926815, No Obj: 0.004456, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.088847, iou_loss = 0.261682, total_loss = 0.350529 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.712849, GIOU: 0.691268), Class: 0.985353, Obj: 0.600947, No Obj: 0.003624, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.362665, iou_loss = 0.317854, total_loss = 0.680519 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.699082, GIOU: 0.692448), Class: 0.992033, Obj: 0.622221, No Obj: 0.003236, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.330762, iou_loss = 0.284578, total_loss = 0.615340 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.824851, GIOU: 0.820997), Class: 0.994643, Obj: 0.775342, No Obj: 0.004316, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.256882, iou_loss = 0.095957, total_loss = 0.352839 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796346, GIOU: 0.780939), Class: 0.997489, Obj: 0.859857, No Obj: 0.004468, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.130032, iou_loss = 0.118320, total_loss = 0.248352 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.705807, GIOU: 0.699002), Class: 0.996528, Obj: 0.948692, No Obj: 0.003646, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.031383, iou_loss = 0.242439, total_loss = 0.273823 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 907: 0.150580, 0.203423 avg loss, 0.000677 rate, 2.094564 seconds, 58048 images, 2.650278 hours left\n","Loaded: 0.000047 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.757560, GIOU: 0.740828), Class: 0.997783, Obj: 0.753777, No Obj: 0.004131, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.143321, iou_loss = 0.195732, total_loss = 0.339052 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.809746, GIOU: 0.801805), Class: 0.998131, Obj: 0.952665, No Obj: 0.003451, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.004567, iou_loss = 0.150249, total_loss = 0.154816 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.717167, GIOU: 0.715083), Class: 0.990085, Obj: 0.314173, No Obj: 0.003096, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.775145, iou_loss = 0.315888, total_loss = 1.091032 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.768269, GIOU: 0.759474), Class: 0.996650, Obj: 0.914525, No Obj: 0.003709, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.022369, iou_loss = 0.194472, total_loss = 0.216841 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.757761, GIOU: 0.755532), Class: 0.992596, Obj: 0.697156, No Obj: 0.003899, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.130274, iou_loss = 0.207434, total_loss = 0.337708 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.705270, GIOU: 0.686634), Class: 0.990084, Obj: 0.893963, No Obj: 0.003447, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.085401, iou_loss = 0.228114, total_loss = 0.313515 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.820337, GIOU: 0.815161), Class: 0.997171, Obj: 0.826449, No Obj: 0.003684, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.103554, iou_loss = 0.122549, total_loss = 0.226103 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.627627, GIOU: 0.624424), Class: 0.985012, Obj: 0.616764, No Obj: 0.004053, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.549938, iou_loss = 0.301679, total_loss = 0.851618 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.678647, GIOU: 0.676384), Class: 0.987817, Obj: 0.306613, No Obj: 0.003237, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.539676, iou_loss = 0.528412, total_loss = 1.068088 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720692, GIOU: 0.710874), Class: 0.990844, Obj: 0.825527, No Obj: 0.003777, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.154798, iou_loss = 0.280366, total_loss = 0.435164 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754250, GIOU: 0.745859), Class: 0.994902, Obj: 0.810102, No Obj: 0.003902, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.126480, iou_loss = 0.198480, total_loss = 0.324961 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776335, GIOU: 0.770389), Class: 0.996398, Obj: 0.903307, No Obj: 0.003558, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.126022, iou_loss = 0.183127, total_loss = 0.309149 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.704570, GIOU: 0.694550), Class: 0.990601, Obj: 0.537183, No Obj: 0.004124, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.427830, iou_loss = 0.187429, total_loss = 0.615259 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745910, GIOU: 0.742701), Class: 0.992712, Obj: 0.770083, No Obj: 0.004276, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.343700, iou_loss = 0.157614, total_loss = 0.501314 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.784382, GIOU: 0.782967), Class: 0.996047, Obj: 0.658945, No Obj: 0.004422, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.453080, iou_loss = 0.109472, total_loss = 0.562552 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.793140, GIOU: 0.786581), Class: 0.990444, Obj: 0.695039, No Obj: 0.004498, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.303796, iou_loss = 0.121829, total_loss = 0.425625 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 908: 0.161934, 0.199274 avg loss, 0.000680 rate, 2.103510 seconds, 58112 images, 2.641771 hours left\n","Loaded: 0.000050 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.778486, GIOU: 0.764422), Class: 0.998063, Obj: 0.741022, No Obj: 0.004177, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.139918, iou_loss = 0.257419, total_loss = 0.397337 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.785565, GIOU: 0.776092), Class: 0.998540, Obj: 0.935744, No Obj: 0.004611, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.390766, iou_loss = 0.135851, total_loss = 0.526617 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700869, GIOU: 0.697080), Class: 0.996987, Obj: 0.681962, No Obj: 0.003976, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.301333, iou_loss = 0.309941, total_loss = 0.611274 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.709405, GIOU: 0.697469), Class: 0.993491, Obj: 0.808587, No Obj: 0.004225, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.148705, iou_loss = 0.229953, total_loss = 0.378658 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766183, GIOU: 0.757749), Class: 0.987504, Obj: 0.702642, No Obj: 0.004171, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.267059, iou_loss = 0.143784, total_loss = 0.410843 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.731606, GIOU: 0.728283), Class: 0.988938, Obj: 0.718193, No Obj: 0.004240, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.496283, iou_loss = 0.225924, total_loss = 0.722207 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773058, GIOU: 0.771101), Class: 0.998657, Obj: 0.730799, No Obj: 0.003706, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.261194, iou_loss = 0.109282, total_loss = 0.370476 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726890, GIOU: 0.705540), Class: 0.991343, Obj: 0.751323, No Obj: 0.003373, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.207857, iou_loss = 0.196245, total_loss = 0.404102 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.765654, GIOU: 0.757677), Class: 0.998073, Obj: 0.927653, No Obj: 0.004158, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.015513, iou_loss = 0.146910, total_loss = 0.162423 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.791668, GIOU: 0.791637), Class: 0.998317, Obj: 0.934862, No Obj: 0.003681, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.009718, iou_loss = 0.134330, total_loss = 0.144049 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798458, GIOU: 0.796616), Class: 0.998157, Obj: 0.914943, No Obj: 0.003836, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.031647, iou_loss = 0.198108, total_loss = 0.229755 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.667654, GIOU: 0.666718), Class: 0.992767, Obj: 0.643557, No Obj: 0.004283, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.339189, iou_loss = 0.301911, total_loss = 0.641100 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.567167, GIOU: 0.548468), Class: 0.985190, Obj: 0.490359, No Obj: 0.003308, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.437907, iou_loss = 0.877474, total_loss = 1.315381 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.786638, GIOU: 0.781245), Class: 0.996898, Obj: 0.891741, No Obj: 0.004528, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.024887, iou_loss = 0.161251, total_loss = 0.186138 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.664859, GIOU: 0.657352), Class: 0.987774, Obj: 0.592189, No Obj: 0.003869, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.494911, iou_loss = 0.410160, total_loss = 0.905071 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.785569, GIOU: 0.778386), Class: 0.999393, Obj: 0.960597, No Obj: 0.004077, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.150665, iou_loss = 0.147706, total_loss = 0.298371 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 909: 0.160496, 0.195397 avg loss, 0.000683 rate, 2.106083 seconds, 58176 images, 2.633421 hours left\n","Loaded: 0.000036 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.673228, GIOU: 0.658306), Class: 0.990002, Obj: 0.894026, No Obj: 0.003651, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.029008, iou_loss = 0.258793, total_loss = 0.287801 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.698125, GIOU: 0.667113), Class: 0.993895, Obj: 0.575881, No Obj: 0.004218, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.431483, iou_loss = 0.215394, total_loss = 0.646877 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.818268, GIOU: 0.817510), Class: 0.996517, Obj: 0.698156, No Obj: 0.004259, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.102959, iou_loss = 0.117253, total_loss = 0.220212 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.879059, GIOU: 0.873941), Class: 0.988724, Obj: 0.508772, No Obj: 0.003420, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.422743, iou_loss = 0.040765, total_loss = 0.463508 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.698400, GIOU: 0.677717), Class: 0.997543, Obj: 0.929845, No Obj: 0.003721, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.018229, iou_loss = 0.243625, total_loss = 0.261854 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766373, GIOU: 0.762814), Class: 0.997356, Obj: 0.502707, No Obj: 0.003689, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.425983, iou_loss = 0.089025, total_loss = 0.515008 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789190, GIOU: 0.786026), Class: 0.998763, Obj: 0.876686, No Obj: 0.004009, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.113959, iou_loss = 0.157380, total_loss = 0.271340 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.723716, GIOU: 0.710057), Class: 0.996011, Obj: 0.717511, No Obj: 0.004252, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.217790, iou_loss = 0.357974, total_loss = 0.575764 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.873658, GIOU: 0.872980), Class: 0.997629, Obj: 0.750777, No Obj: 0.003901, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.145745, iou_loss = 0.058032, total_loss = 0.203777 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.541477, GIOU: 0.528263), Class: 0.995541, Obj: 0.420087, No Obj: 0.003406, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.516290, iou_loss = 0.777172, total_loss = 1.293462 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754691, GIOU: 0.754400), Class: 0.997621, Obj: 0.802743, No Obj: 0.004355, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.256470, iou_loss = 0.176683, total_loss = 0.433153 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788606, GIOU: 0.787516), Class: 0.995668, Obj: 0.721926, No Obj: 0.004149, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.546108, iou_loss = 0.114895, total_loss = 0.661003 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816121, GIOU: 0.806721), Class: 0.998134, Obj: 0.780751, No Obj: 0.003843, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.339171, iou_loss = 0.067113, total_loss = 0.406283 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.681572, GIOU: 0.647346), Class: 0.986591, Obj: 0.703719, No Obj: 0.003626, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.409421, iou_loss = 0.461991, total_loss = 0.871412 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.675762, GIOU: 0.629685), Class: 0.997195, Obj: 0.751634, No Obj: 0.004180, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.163596, iou_loss = 0.265229, total_loss = 0.428825 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776897, GIOU: 0.772444), Class: 0.996745, Obj: 0.871926, No Obj: 0.003798, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.043745, iou_loss = 0.218732, total_loss = 0.262476 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 910: 0.162558, 0.192113 avg loss, 0.000686 rate, 2.113559 seconds, 58240 images, 2.625171 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: 0.000064 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767724, GIOU: 0.756934), Class: 0.999009, Obj: 0.846572, No Obj: 0.003742, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.222216, iou_loss = 0.148419, total_loss = 0.370634 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.645680, GIOU: 0.627294), Class: 0.996666, Obj: 0.558828, No Obj: 0.003346, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.270204, iou_loss = 0.254881, total_loss = 0.525085 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.799638, GIOU: 0.799320), Class: 0.994407, Obj: 0.738335, No Obj: 0.003203, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.239109, iou_loss = 0.248415, total_loss = 0.487523 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.711448, GIOU: 0.704744), Class: 0.999285, Obj: 0.875807, No Obj: 0.003339, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.063497, iou_loss = 0.195301, total_loss = 0.258798 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.689829, GIOU: 0.673376), Class: 0.998022, Obj: 0.757581, No Obj: 0.003609, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.231838, iou_loss = 0.244074, total_loss = 0.475912 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.612314, GIOU: 0.609057), Class: 0.997304, Obj: 0.707849, No Obj: 0.003025, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.320513, iou_loss = 0.456177, total_loss = 0.776690 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720666, GIOU: 0.716882), Class: 0.989187, Obj: 0.691750, No Obj: 0.002654, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.185403, iou_loss = 0.320457, total_loss = 0.505860 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776348, GIOU: 0.755743), Class: 0.997288, Obj: 0.684182, No Obj: 0.003339, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.143620, iou_loss = 0.124941, total_loss = 0.268562 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.742340, GIOU: 0.741631), Class: 0.997895, Obj: 0.877657, No Obj: 0.002842, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.060619, iou_loss = 0.187949, total_loss = 0.248569 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745565, GIOU: 0.733254), Class: 0.999077, Obj: 0.725246, No Obj: 0.004079, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.449229, iou_loss = 0.183598, total_loss = 0.632827 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769810, GIOU: 0.756798), Class: 0.998967, Obj: 0.900532, No Obj: 0.003983, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.070884, iou_loss = 0.133431, total_loss = 0.204315 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.680645, GIOU: 0.666254), Class: 0.993710, Obj: 0.543184, No Obj: 0.002733, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.619094, iou_loss = 0.359672, total_loss = 0.978765 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792162, GIOU: 0.786432), Class: 0.998946, Obj: 0.908757, No Obj: 0.002666, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.027103, iou_loss = 0.193464, total_loss = 0.220567 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.712868, GIOU: 0.710019), Class: 0.998620, Obj: 0.774098, No Obj: 0.003433, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.103748, iou_loss = 0.249870, total_loss = 0.353617 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.846537, GIOU: 0.840598), Class: 0.998417, Obj: 0.872643, No Obj: 0.003044, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.199809, iou_loss = 0.144878, total_loss = 0.344686 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.621390, GIOU: 0.616860), Class: 0.994706, Obj: 0.541586, No Obj: 0.003395, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.432670, iou_loss = 0.557141, total_loss = 0.989811 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 911: 0.159213, 0.188823 avg loss, 0.000689 rate, 2.259899 seconds, 58304 images, 2.617061 hours left\n","Loaded: 0.000036 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.727438, GIOU: 0.724661), Class: 0.998265, Obj: 0.629877, No Obj: 0.003492, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.276142, iou_loss = 0.251921, total_loss = 0.528064 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.840463, GIOU: 0.837804), Class: 0.996810, Obj: 0.722223, No Obj: 0.003494, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.225665, iou_loss = 0.172173, total_loss = 0.397838 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.795613, GIOU: 0.792920), Class: 0.999480, Obj: 0.950837, No Obj: 0.002726, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.005541, iou_loss = 0.103820, total_loss = 0.109361 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.711692, GIOU: 0.709836), Class: 0.997378, Obj: 0.663408, No Obj: 0.003079, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.219677, iou_loss = 0.433707, total_loss = 0.653384 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.818777, GIOU: 0.812053), Class: 0.998905, Obj: 0.931059, No Obj: 0.003538, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.005765, iou_loss = 0.207550, total_loss = 0.213315 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.818431, GIOU: 0.816277), Class: 0.998471, Obj: 0.794626, No Obj: 0.003104, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.130009, iou_loss = 0.109393, total_loss = 0.239402 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.772291, GIOU: 0.771056), Class: 0.998142, Obj: 0.852273, No Obj: 0.003346, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.040047, iou_loss = 0.142174, total_loss = 0.182221 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807749, GIOU: 0.797567), Class: 0.999309, Obj: 0.840529, No Obj: 0.003467, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.276135, iou_loss = 0.105027, total_loss = 0.381162 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770965, GIOU: 0.764421), Class: 0.998933, Obj: 0.896540, No Obj: 0.003241, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.019175, iou_loss = 0.162383, total_loss = 0.181559 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.807288, GIOU: 0.806953), Class: 0.999116, Obj: 0.681791, No Obj: 0.003282, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.452895, iou_loss = 0.139502, total_loss = 0.592398 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.803867, GIOU: 0.802043), Class: 0.999299, Obj: 0.897614, No Obj: 0.003653, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.019367, iou_loss = 0.096007, total_loss = 0.115374 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790076, GIOU: 0.787564), Class: 0.998634, Obj: 0.666849, No Obj: 0.003803, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.157614, iou_loss = 0.209353, total_loss = 0.366967 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.724748, GIOU: 0.712778), Class: 0.997266, Obj: 0.747307, No Obj: 0.003134, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.346107, iou_loss = 0.240137, total_loss = 0.586244 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.734959, GIOU: 0.734071), Class: 0.998093, Obj: 0.426402, No Obj: 0.003442, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.559923, iou_loss = 0.270207, total_loss = 0.830130 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.732364, GIOU: 0.731757), Class: 0.996811, Obj: 0.520503, No Obj: 0.003422, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.515569, iou_loss = 0.260911, total_loss = 0.776480 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.661932, GIOU: 0.649505), Class: 0.987765, Obj: 0.395144, No Obj: 0.003196, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.590270, iou_loss = 0.508649, total_loss = 1.098918 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 912: 0.151101, 0.185051 avg loss, 0.000692 rate, 2.317648 seconds, 58368 images, 2.610282 hours left\n","Loaded: 0.000038 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798382, GIOU: 0.789165), Class: 0.996122, Obj: 0.612768, No Obj: 0.002983, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.477628, iou_loss = 0.208321, total_loss = 0.685949 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.766474, GIOU: 0.746377), Class: 0.998791, Obj: 0.832644, No Obj: 0.003434, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.120706, iou_loss = 0.176271, total_loss = 0.296977 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.799076, GIOU: 0.790470), Class: 0.998641, Obj: 0.847095, No Obj: 0.004091, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.433860, iou_loss = 0.172495, total_loss = 0.606355 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702326, GIOU: 0.685068), Class: 0.998426, Obj: 0.656316, No Obj: 0.003485, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.482171, iou_loss = 0.240598, total_loss = 0.722769 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.684004, GIOU: 0.680007), Class: 0.996944, Obj: 0.454288, No Obj: 0.003619, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.611146, iou_loss = 0.343164, total_loss = 0.954310 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777989, GIOU: 0.774829), Class: 0.995189, Obj: 0.689073, No Obj: 0.002780, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.324487, iou_loss = 0.114987, total_loss = 0.439474 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.749932, GIOU: 0.744649), Class: 0.999311, Obj: 0.909803, No Obj: 0.003186, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.022117, iou_loss = 0.150381, total_loss = 0.172498 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.784030, GIOU: 0.777289), Class: 0.995208, Obj: 0.596069, No Obj: 0.002791, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.415268, iou_loss = 0.136472, total_loss = 0.551740 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.827577, GIOU: 0.822078), Class: 0.998970, Obj: 0.695965, No Obj: 0.003442, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.475542, iou_loss = 0.084743, total_loss = 0.560285 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773400, GIOU: 0.763558), Class: 0.996170, Obj: 0.417837, No Obj: 0.003207, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.648166, iou_loss = 0.149595, total_loss = 0.797761 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.814699, GIOU: 0.811746), Class: 0.997958, Obj: 0.686972, No Obj: 0.002825, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.323779, iou_loss = 0.085456, total_loss = 0.409235 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.701408, GIOU: 0.699706), Class: 0.996604, Obj: 0.701763, No Obj: 0.003649, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.159882, iou_loss = 0.191996, total_loss = 0.351878 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.718222, GIOU: 0.714779), Class: 0.995793, Obj: 0.688679, No Obj: 0.003545, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.286072, iou_loss = 0.180532, total_loss = 0.466605 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.813545, GIOU: 0.808116), Class: 0.993733, Obj: 0.428641, No Obj: 0.003062, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.458494, iou_loss = 0.112363, total_loss = 0.570856 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760230, GIOU: 0.747909), Class: 0.998134, Obj: 0.822148, No Obj: 0.003703, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.078789, iou_loss = 0.148811, total_loss = 0.227600 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.782477, GIOU: 0.780684), Class: 0.999078, Obj: 0.944603, No Obj: 0.003199, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.102171, iou_loss = 0.189145, total_loss = 0.291317 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 913: 0.168867, 0.183432 avg loss, 0.000695 rate, 2.335444 seconds, 58432 images, 2.604060 hours left\n","Loaded: 0.000042 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.871760, GIOU: 0.866633), Class: 0.999324, Obj: 0.964965, No Obj: 0.003055, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.042010, iou_loss = 0.115969, total_loss = 0.157979 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.624533, GIOU: 0.611061), Class: 0.994619, Obj: 0.479308, No Obj: 0.002755, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.352174, iou_loss = 0.594545, total_loss = 0.946718 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.831522, GIOU: 0.825468), Class: 0.999668, Obj: 0.978584, No Obj: 0.002690, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.000799, iou_loss = 0.100532, total_loss = 0.101331 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685598, GIOU: 0.684398), Class: 0.997047, Obj: 0.690196, No Obj: 0.003763, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.350496, iou_loss = 0.328368, total_loss = 0.678864 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773571, GIOU: 0.770849), Class: 0.998510, Obj: 0.895933, No Obj: 0.003957, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.053604, iou_loss = 0.091806, total_loss = 0.145410 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.794974, GIOU: 0.774617), Class: 0.986296, Obj: 0.662713, No Obj: 0.003461, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.407392, iou_loss = 0.198182, total_loss = 0.605574 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773371, GIOU: 0.770424), Class: 0.998386, Obj: 0.722912, No Obj: 0.004143, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.246808, iou_loss = 0.190982, total_loss = 0.437790 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.871015, GIOU: 0.868306), Class: 0.998516, Obj: 0.552130, No Obj: 0.003024, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.425470, iou_loss = 0.064204, total_loss = 0.489674 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.804357, GIOU: 0.797272), Class: 0.990247, Obj: 0.710016, No Obj: 0.003642, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.520194, iou_loss = 0.189825, total_loss = 0.710018 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.820784, GIOU: 0.820113), Class: 0.998861, Obj: 0.884019, No Obj: 0.003396, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.140965, iou_loss = 0.128476, total_loss = 0.269441 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774908, GIOU: 0.758538), Class: 0.997686, Obj: 0.788942, No Obj: 0.003456, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.309343, iou_loss = 0.223815, total_loss = 0.533157 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.769817, GIOU: 0.769087), Class: 0.998857, Obj: 0.890349, No Obj: 0.003411, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.024077, iou_loss = 0.355291, total_loss = 0.379367 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.853961, GIOU: 0.852729), Class: 0.998767, Obj: 0.833148, No Obj: 0.003739, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.122022, iou_loss = 0.076619, total_loss = 0.198641 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.722126, GIOU: 0.695785), Class: 0.996394, Obj: 0.495129, No Obj: 0.004178, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.450283, iou_loss = 0.254468, total_loss = 0.704750 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.706986, GIOU: 0.702060), Class: 0.987589, Obj: 0.667458, No Obj: 0.003569, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.519020, iou_loss = 0.426464, total_loss = 0.945484 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736774, GIOU: 0.736466), Class: 0.992741, Obj: 0.608707, No Obj: 0.003209, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.462748, iou_loss = 0.309007, total_loss = 0.771755 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 914: 0.168249, 0.181914 avg loss, 0.000698 rate, 2.327182 seconds, 58496 images, 2.598046 hours left\n","Loaded: 0.000040 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801938, GIOU: 0.791387), Class: 0.995239, Obj: 0.742049, No Obj: 0.004226, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.360105, iou_loss = 0.092743, total_loss = 0.452848 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.636374, GIOU: 0.607657), Class: 0.999041, Obj: 0.939806, No Obj: 0.002855, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.017226, iou_loss = 0.340528, total_loss = 0.357754 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800934, GIOU: 0.796521), Class: 0.999365, Obj: 0.931720, No Obj: 0.003369, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.007320, iou_loss = 0.131265, total_loss = 0.138586 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.755923, GIOU: 0.753882), Class: 0.991323, Obj: 0.433732, No Obj: 0.003133, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.475734, iou_loss = 0.194863, total_loss = 0.670597 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.802873, GIOU: 0.794524), Class: 0.999511, Obj: 0.970843, No Obj: 0.003207, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.089581, iou_loss = 0.157727, total_loss = 0.247308 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.712076, GIOU: 0.695738), Class: 0.998993, Obj: 0.816654, No Obj: 0.003093, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.317167, iou_loss = 0.275223, total_loss = 0.592390 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.715716, GIOU: 0.692875), Class: 0.998150, Obj: 0.773809, No Obj: 0.003823, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.122752, iou_loss = 0.191613, total_loss = 0.314365 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789409, GIOU: 0.786569), Class: 0.996263, Obj: 0.668875, No Obj: 0.002722, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.213428, iou_loss = 0.102138, total_loss = 0.315565 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832360, GIOU: 0.825746), Class: 0.997186, Obj: 0.742818, No Obj: 0.003403, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.207027, iou_loss = 0.084974, total_loss = 0.292001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.600733, GIOU: 0.596624), Class: 0.994008, Obj: 0.534991, No Obj: 0.002502, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 0.443962, iou_loss = 0.568271, total_loss = 1.012233 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685261, GIOU: 0.684199), Class: 0.993621, Obj: 0.421486, No Obj: 0.003127, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.649081, iou_loss = 0.277724, total_loss = 0.926805 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.731030, GIOU: 0.708677), Class: 0.999436, Obj: 0.949584, No Obj: 0.003119, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.041979, iou_loss = 0.242375, total_loss = 0.284354 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.805656, GIOU: 0.795178), Class: 0.999269, Obj: 0.640917, No Obj: 0.003605, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.267307, iou_loss = 0.113695, total_loss = 0.381002 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.789267, GIOU: 0.780094), Class: 0.998605, Obj: 0.936454, No Obj: 0.003520, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.032475, iou_loss = 0.122394, total_loss = 0.154869 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.779872, GIOU: 0.775684), Class: 0.999801, Obj: 0.946515, No Obj: 0.003216, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.021567, iou_loss = 0.121734, total_loss = 0.143300 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774966, GIOU: 0.764163), Class: 0.999200, Obj: 0.880536, No Obj: 0.003508, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.059174, iou_loss = 0.201309, total_loss = 0.260484 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 915: 0.136343, 0.177357 avg loss, 0.000701 rate, 2.337563 seconds, 58560 images, 2.592016 hours left\n","Loaded: 0.000069 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801672, GIOU: 0.796126), Class: 0.999110, Obj: 0.930227, No Obj: 0.003041, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.054336, iou_loss = 0.086368, total_loss = 0.140703 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.743163, GIOU: 0.740744), Class: 0.997393, Obj: 0.705052, No Obj: 0.003083, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.426028, iou_loss = 0.206146, total_loss = 0.632174 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.788617, GIOU: 0.787616), Class: 0.999382, Obj: 0.956116, No Obj: 0.003548, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.115172, iou_loss = 0.138363, total_loss = 0.253535 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798297, GIOU: 0.797863), Class: 0.996329, Obj: 0.564035, No Obj: 0.003625, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.288400, iou_loss = 0.071851, total_loss = 0.360252 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777912, GIOU: 0.775301), Class: 0.996502, Obj: 0.716291, No Obj: 0.003861, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.181608, iou_loss = 0.177097, total_loss = 0.358704 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.773912, GIOU: 0.764835), Class: 0.999617, Obj: 0.980286, No Obj: 0.002741, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.015146, iou_loss = 0.216271, total_loss = 0.231418 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776330, GIOU: 0.766620), Class: 0.996647, Obj: 0.566480, No Obj: 0.003076, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.338948, iou_loss = 0.126578, total_loss = 0.465526 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.706408, GIOU: 0.686009), Class: 0.999580, Obj: 0.817528, No Obj: 0.003417, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.075851, iou_loss = 0.240634, total_loss = 0.316485 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.778876, GIOU: 0.765220), Class: 0.999398, Obj: 0.858333, No Obj: 0.003152, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.167062, iou_loss = 0.146701, total_loss = 0.313762 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.816214, GIOU: 0.810695), Class: 0.995829, Obj: 0.744461, No Obj: 0.003391, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.260802, iou_loss = 0.121417, total_loss = 0.382218 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.848314, GIOU: 0.846804), Class: 0.998779, Obj: 0.817675, No Obj: 0.003301, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.067022, iou_loss = 0.082140, total_loss = 0.149162 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.883524, GIOU: 0.880957), Class: 0.998869, Obj: 0.722004, No Obj: 0.003549, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.212153, iou_loss = 0.061124, total_loss = 0.273277 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738883, GIOU: 0.731441), Class: 0.999032, Obj: 0.856508, No Obj: 0.003748, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.140354, iou_loss = 0.354899, total_loss = 0.495253 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.847711, GIOU: 0.844633), Class: 0.994068, Obj: 0.606506, No Obj: 0.003969, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.336513, iou_loss = 0.193158, total_loss = 0.529670 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.751003, GIOU: 0.748199), Class: 0.991867, Obj: 0.639597, No Obj: 0.003006, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.392279, iou_loss = 0.270590, total_loss = 0.662869 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.875067, GIOU: 0.874823), Class: 0.998761, Obj: 0.807538, No Obj: 0.003565, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.113147, iou_loss = 0.039937, total_loss = 0.153083 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 916: 0.119127, 0.171534 avg loss, 0.000704 rate, 2.318770 seconds, 58624 images, 2.586128 hours left\n","Loaded: 0.000079 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.702352, GIOU: 0.686350), Class: 0.991137, Obj: 0.463827, No Obj: 0.002866, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.416633, iou_loss = 0.285670, total_loss = 0.702303 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767026, GIOU: 0.761513), Class: 0.999451, Obj: 0.955472, No Obj: 0.003565, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.002880, iou_loss = 0.131862, total_loss = 0.134742 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.700338, GIOU: 0.683351), Class: 0.995063, Obj: 0.732204, No Obj: 0.003992, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.428541, iou_loss = 0.323704, total_loss = 0.752244 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.750317, GIOU: 0.722170), Class: 0.998141, Obj: 0.894328, No Obj: 0.003513, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.111857, iou_loss = 0.224188, total_loss = 0.336045 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.762043, GIOU: 0.752607), Class: 0.994750, Obj: 0.781291, No Obj: 0.003881, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.324820, iou_loss = 0.195067, total_loss = 0.519886 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.798102, GIOU: 0.792405), Class: 0.999697, Obj: 0.986483, No Obj: 0.002769, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.002712, iou_loss = 0.102340, total_loss = 0.105052 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.781478, GIOU: 0.766523), Class: 0.987631, Obj: 0.726612, No Obj: 0.002718, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.259647, iou_loss = 0.203109, total_loss = 0.462756 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.760106, GIOU: 0.758473), Class: 0.999330, Obj: 0.909399, No Obj: 0.003297, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.017968, iou_loss = 0.184795, total_loss = 0.202763 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.863299, GIOU: 0.862338), Class: 0.999449, Obj: 0.874902, No Obj: 0.003871, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.159933, iou_loss = 0.106936, total_loss = 0.266869 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777532, GIOU: 0.765856), Class: 0.997845, Obj: 0.784827, No Obj: 0.004623, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.160932, iou_loss = 0.202796, total_loss = 0.363728 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.706229, GIOU: 0.700809), Class: 0.997802, Obj: 0.845849, No Obj: 0.002822, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.092290, iou_loss = 0.391167, total_loss = 0.483458 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787323, GIOU: 0.778854), Class: 0.998458, Obj: 0.807350, No Obj: 0.003490, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.288137, iou_loss = 0.107384, total_loss = 0.395521 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.730890, GIOU: 0.713091), Class: 0.997978, Obj: 0.836417, No Obj: 0.003015, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.292983, iou_loss = 0.175023, total_loss = 0.468006 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.658402, GIOU: 0.655128), Class: 0.993314, Obj: 0.600332, No Obj: 0.003084, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 0.286826, iou_loss = 0.404534, total_loss = 0.691360 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.748412, GIOU: 0.743011), Class: 0.999002, Obj: 0.953062, No Obj: 0.003388, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.026398, iou_loss = 0.153269, total_loss = 0.179668 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.664255, GIOU: 0.620041), Class: 0.945994, Obj: 0.600034, No Obj: 0.003205, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.487976, iou_loss = 0.376742, total_loss = 0.864718 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","\n"," 917: 0.144357, 0.168816 avg loss, 0.000707 rate, 2.330303 seconds, 58688 images, 2.580131 hours left\n","Loaded: 0.000049 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.809065, GIOU: 0.808636), Class: 0.997070, Obj: 0.648267, No Obj: 0.003311, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.315413, iou_loss = 0.141944, total_loss = 0.457357 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.738318, GIOU: 0.725079), Class: 0.973384, Obj: 0.596368, No Obj: 0.003293, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.451970, iou_loss = 0.366535, total_loss = 0.818505 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.794928, GIOU: 0.788332), Class: 0.991530, Obj: 0.703656, No Obj: 0.003404, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.342824, iou_loss = 0.118463, total_loss = 0.461287 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.796543, GIOU: 0.782693), Class: 0.999359, Obj: 0.944032, No Obj: 0.002717, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.064625, iou_loss = 0.150101, total_loss = 0.214725 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.804113, GIOU: 0.792696), Class: 0.999554, Obj: 0.945640, No Obj: 0.003675, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.025839, iou_loss = 0.118638, total_loss = 0.144477 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.880716, GIOU: 0.876030), Class: 0.999168, Obj: 0.953024, No Obj: 0.003142, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.003182, iou_loss = 0.048962, total_loss = 0.052144 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.763388, GIOU: 0.757017), Class: 0.997879, Obj: 0.894031, No Obj: 0.003112, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.057771, iou_loss = 0.178281, total_loss = 0.236051 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.818254, GIOU: 0.817399), Class: 0.999364, Obj: 0.659691, No Obj: 0.003365, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.283409, iou_loss = 0.130910, total_loss = 0.414319 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.851777, GIOU: 0.849392), Class: 0.999302, Obj: 0.883421, No Obj: 0.003618, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.058608, iou_loss = 0.058297, total_loss = 0.116905 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.808375, GIOU: 0.796313), Class: 0.997938, Obj: 0.755642, No Obj: 0.002895, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.175998, iou_loss = 0.125687, total_loss = 0.301686 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.790725, GIOU: 0.790253), Class: 0.997778, Obj: 0.825668, No Obj: 0.003886, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.215466, iou_loss = 0.141435, total_loss = 0.356900 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.777040, GIOU: 0.772768), Class: 0.999511, Obj: 0.955506, No Obj: 0.003269, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.020890, iou_loss = 0.164572, total_loss = 0.185463 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.867036, GIOU: 0.863406), Class: 0.999628, Obj: 0.985680, No Obj: 0.002959, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.018013, iou_loss = 0.069205, total_loss = 0.087217 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.677522, GIOU: 0.669555), Class: 0.993131, Obj: 0.736071, No Obj: 0.003206, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.242759, iou_loss = 0.291618, total_loss = 0.534377 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.806372, GIOU: 0.800896), Class: 0.999063, Obj: 0.872956, No Obj: 0.003332, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.042973, iou_loss = 0.107161, total_loss = 0.150134 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.800708, GIOU: 0.799540), Class: 0.995379, Obj: 0.758280, No Obj: 0.004056, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.254312, iou_loss = 0.164346, total_loss = 0.418658 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 918: 0.103130, 0.162248 avg loss, 0.000710 rate, 2.321847 seconds, 58752 images, 2.574287 hours left\n","Loaded: 0.000048 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.776710, GIOU: 0.775483), Class: 0.999690, Obj: 0.968479, No Obj: 0.003275, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.001584, iou_loss = 0.131577, total_loss = 0.133161 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.801896, GIOU: 0.799906), Class: 0.998973, Obj: 0.634517, No Obj: 0.004415, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.501313, iou_loss = 0.140842, total_loss = 0.642155 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.838187, GIOU: 0.836632), Class: 0.998338, Obj: 0.802388, No Obj: 0.003438, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.103256, iou_loss = 0.067786, total_loss = 0.171042 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.744002, GIOU: 0.735769), Class: 0.999349, Obj: 0.824514, No Obj: 0.003668, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.074472, iou_loss = 0.286231, total_loss = 0.360703 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.824268, GIOU: 0.815589), Class: 0.999564, Obj: 0.873364, No Obj: 0.003973, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.173018, iou_loss = 0.070170, total_loss = 0.243188 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.648510, GIOU: 0.641266), Class: 0.997745, Obj: 0.571322, No Obj: 0.003507, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 0.559863, iou_loss = 0.449107, total_loss = 1.008970 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.739929, GIOU: 0.733172), Class: 0.996718, Obj: 0.620652, No Obj: 0.003425, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.454946, iou_loss = 0.267899, total_loss = 0.722845 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.775805, GIOU: 0.771957), Class: 0.995257, Obj: 0.841651, No Obj: 0.003839, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.300256, iou_loss = 0.217839, total_loss = 0.518095 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.764570, GIOU: 0.760220), Class: 0.999706, Obj: 0.928137, No Obj: 0.003608, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.088955, iou_loss = 0.117944, total_loss = 0.206898 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.787612, GIOU: 0.781435), Class: 0.998808, Obj: 0.743875, No Obj: 0.003272, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.445410, iou_loss = 0.136399, total_loss = 0.581810 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752381, GIOU: 0.744001), Class: 0.994691, Obj: 0.582801, No Obj: 0.003875, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.396657, iou_loss = 0.153668, total_loss = 0.550324 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.715711, GIOU: 0.702923), Class: 0.992537, Obj: 0.536568, No Obj: 0.002698, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.420426, iou_loss = 0.300230, total_loss = 0.720656 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.824412, GIOU: 0.822835), Class: 0.999442, Obj: 0.872726, No Obj: 0.003953, .5R: 1.000000, .75R: 1.000000, count: 4, class_loss = 0.029399, iou_loss = 0.084522, total_loss = 0.113921 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.726378, GIOU: 0.722268), Class: 0.998306, Obj: 0.782824, No Obj: 0.004196, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.210331, iou_loss = 0.420020, total_loss = 0.630351 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.705330, GIOU: 0.704739), Class: 0.997170, Obj: 0.742649, No Obj: 0.003251, .5R: 0.750000, .75R: 0.750000, count: 4, class_loss = 0.203947, iou_loss = 0.396470, total_loss = 0.600416 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.834824, GIOU: 0.829801), Class: 0.999450, Obj: 0.815283, No Obj: 0.003700, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.070004, iou_loss = 0.135360, total_loss = 0.205364 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 919: 0.154373, 0.161460 avg loss, 0.000713 rate, 2.323392 seconds, 58816 images, 2.568423 hours left\n","Loaded: 0.000073 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.779694, GIOU: 0.777120), Class: 0.999312, Obj: 0.768644, No Obj: 0.003235, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.136282, iou_loss = 0.157420, total_loss = 0.293702 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.754447, GIOU: 0.747818), Class: 0.997721, Obj: 0.875830, No Obj: 0.003213, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.076251, iou_loss = 0.219219, total_loss = 0.295470 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.720099, GIOU: 0.709738), Class: 0.994551, Obj: 0.719243, No Obj: 0.003891, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.368611, iou_loss = 0.267377, total_loss = 0.635988 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.736881, GIOU: 0.707060), Class: 0.999307, Obj: 0.835231, No Obj: 0.003396, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.087347, iou_loss = 0.216705, total_loss = 0.304052 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.719369, GIOU: 0.708188), Class: 0.992227, Obj: 0.261563, No Obj: 0.003347, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.288253, iou_loss = 0.273389, total_loss = 1.561642 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.767111, GIOU: 0.756471), Class: 0.999447, Obj: 0.799337, No Obj: 0.003392, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.323946, iou_loss = 0.171522, total_loss = 0.495468 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.741046, GIOU: 0.735333), Class: 0.997145, Obj: 0.694862, No Obj: 0.003810, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.387735, iou_loss = 0.156766, total_loss = 0.544502 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.794699, GIOU: 0.786749), Class: 0.998744, Obj: 0.947748, No Obj: 0.003087, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.028536, iou_loss = 0.159341, total_loss = 0.187877 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.745802, GIOU: 0.728915), Class: 0.996318, Obj: 0.831832, No Obj: 0.003664, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.105635, iou_loss = 0.243976, total_loss = 0.349611 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.628910, GIOU: 0.604107), Class: 0.988076, Obj: 0.723920, No Obj: 0.003102, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 0.277220, iou_loss = 0.451773, total_loss = 0.728993 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.685902, GIOU: 0.655977), Class: 0.997045, Obj: 0.885985, No Obj: 0.003783, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.155077, iou_loss = 0.203580, total_loss = 0.358657 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.752623, GIOU: 0.747453), Class: 0.994111, Obj: 0.858790, No Obj: 0.003763, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.204574, iou_loss = 0.128729, total_loss = 0.333303 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.774469, GIOU: 0.771595), Class: 0.996706, Obj: 0.751618, No Obj: 0.003550, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.335185, iou_loss = 0.135492, total_loss = 0.470677 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770011, GIOU: 0.753275), Class: 0.999533, Obj: 0.948744, No Obj: 0.003168, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.117637, iou_loss = 0.159375, total_loss = 0.277012 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.770382, GIOU: 0.762230), Class: 0.998346, Obj: 0.763529, No Obj: 0.002774, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.422842, iou_loss = 0.149859, total_loss = 0.572702 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.728322, GIOU: 0.714293), Class: 0.999768, Obj: 0.980758, No Obj: 0.002908, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.047546, iou_loss = 0.172135, total_loss = 0.219681 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n","\n"," 920: 0.158945, 0.161209 avg loss, 0.000716 rate, 2.332385 seconds, 58880 images, 2.562624 hours left\n","Resizing, random_coef = 1.40 \n","\n"," 512 x 512 \n"," try to allocate additional workspace_size = 75.50 MB \n"," CUDA allocate done! \n","Loaded: 0.000048 seconds\n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.660935, GIOU: 0.642475), Class: 0.994157, Obj: 0.753795, No Obj: 0.002162, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.274636, iou_loss = 0.544835, total_loss = 0.819472 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.703639, GIOU: 0.701846), Class: 0.993168, Obj: 0.806225, No Obj: 0.002461, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.168217, iou_loss = 0.261783, total_loss = 0.430000 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.786621, GIOU: 0.775535), Class: 0.998751, Obj: 0.569787, No Obj: 0.001837, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.430731, iou_loss = 0.399906, total_loss = 0.830638 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.572123, GIOU: 0.572123), Class: 0.994410, Obj: 0.320774, No Obj: 0.002134, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 0.760210, iou_loss = 0.712766, total_loss = 1.472976 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.727740, GIOU: 0.703378), Class: 0.989397, Obj: 0.471836, No Obj: 0.002287, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 0.590101, iou_loss = 0.243256, total_loss = 0.833357 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.575679, GIOU: 0.574225), Class: 0.990799, Obj: 0.415773, No Obj: 0.002109, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 0.583011, iou_loss = 0.637975, total_loss = 1.220985 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.695119, GIOU: 0.687056), Class: 0.997354, Obj: 0.542897, No Obj: 0.002354, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 0.638280, iou_loss = 0.562002, total_loss = 1.200282 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.792240, GIOU: 0.783295), Class: 0.996158, Obj: 0.788198, No Obj: 0.002356, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.151766, iou_loss = 0.163019, total_loss = 0.314785 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.750081, GIOU: 0.739198), Class: 0.998550, Obj: 0.574144, No Obj: 0.002008, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 0.372863, iou_loss = 0.266523, total_loss = 0.639386 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 82 Avg (IOU: 0.832817, GIOU: 0.822685), Class: 0.999102, Obj: 0.691888, No Obj: 0.002130, .5R: 1.000000, .75R: 0.750000, count: 4, class_loss = 0.299701, iou_loss = 0.081091, total_loss = 0.380792 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 94 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n","v3 (mse loss, Normalizer: (iou: 0.75, cls: 1.00) Region 106 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000005, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n"],"name":"stdout"}]}]}