RockDetection.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "RockDetection.ipynb",
      "provenance": [],
      "mount_file_id": "1STWZWs-odZf9GxWsf_QKm7RSzXbjMlNN",
      "authorship_tag": "ABX9TyPwTVKT+cv3WFRIy8wljup1",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/mubinui/DeepLearning/blob/main/RockDetection.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "##Rock Detection with **YOLO**\n",
        "Mounting google drive for saving the data"
      ],
      "metadata": {
        "id": "tdCqRPXHO1yQ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vKU2sezVPVA2",
        "outputId": "9d51dc13-4ad4-4b02-c400-f26ea4618117"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Folder structure shell command  \n",
        "!ls '/content/drive/MyDrive/yolo_rock_model'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "PXMxvvRUPsCk",
        "outputId": "9ed1f847-153d-4e74-f90c-630294545ab5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "darknet  rock_dataset\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Shell command for **unzipping** the files to a certain folder"
      ],
      "metadata": {
        "id": "1FijWrRUQtYk"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#!unzip '/content/drive/MyDrive/yolo_rock_model/rock_dataset.zip' -d '/content/drive/MyDrive/yolo_rock_model'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kRRV6kDbQaDt",
        "outputId": "bc7a46c3-f938-4e16-ef26-120807aca4ac"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "##Clonning **Darknet**"
      ],
      "metadata": {
        "id": "kpQP3BBoRWzi"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!git clone 'http://github.com/AlexeyAB/darknet.git' '/content/drive/MyDrive/yolo_rock_model/darknet'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2ym1Q2zRRfsS",
        "outputId": "cf7c728f-9fc3-4c3e-c17e-10bc2abdd6c5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into '/content/drive/MyDrive/yolo_rock_model/darknet'...\n",
            "warning: redirecting to https://github.com/AlexeyAB/darknet.git/\n",
            "remote: Enumerating objects: 15376, done.\u001b[K\n",
            "remote: Total 15376 (delta 0), reused 0 (delta 0), pack-reused 15376\u001b[K\n",
            "Receiving objects: 100% (15376/15376), 13.98 MiB | 5.67 MiB/s, done.\n",
            "Resolving deltas: 100% (10341/10341), done.\n",
            "Checking out files: 100% (2050/2050), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/drive/MyDrive/yolo_rock_model/darknet"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GW5lOPnhSpno",
        "outputId": "e02bfd0e-99e0-4845-b899-75e5555e40ca"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/yolo_rock_model/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1FkgqweTS4gp",
        "outputId": "af9397fe-fa6f-40fb-a9c0-d21a7565103a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "3rdparty\t\tdarknet_video.py       net_cam_v4.sh\n",
            "build\t\t\tdata\t\t       README.md\n",
            "build.ps1\t\timage_yolov3.sh        results\n",
            "cfg\t\t\timage_yolov4.sh        scripts\n",
            "cmake\t\t\tinclude\t\t       src\n",
            "CMakeLists.txt\t\tjson_mjpeg_streams.sh  vcpkg.json\n",
            "DarknetConfig.cmake.in\tLICENSE\t\t       video_yolov3.sh\n",
            "darknet_images.py\tMakefile\t       video_yolov4.sh\n",
            "darknet.py\t\tnet_cam_v3.sh\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Creating **make file** for compiling the model"
      ],
      "metadata": {
        "id": "RMZDF81OTDn3"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!make"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Bgew-ZAgS6mW",
        "outputId": "2734f1c7-0b20-41d4-ebf6-9538fff48527"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "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:946:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Krgb\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "                 float \u001b[01;35m\u001b[Krgb\u001b[m\u001b[K[3];\n",
            "                       \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_train_loss(char*, void**, int, float, float, int, int, float, int, char*, float, int, int, double)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1147:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kthis ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’ clause does not guard... [\u001b[01;35m\u001b[K-Wmisleading-indentation\u001b[m\u001b[K]\n",
            "             \u001b[01;35m\u001b[Kif\u001b[m\u001b[K (iteration_old == 0)\n",
            "             \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1150:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K...this statement, but the latter is misleadingly indented as if it were guarded by the ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’\n",
            "          \u001b[01;36m\u001b[Kif\u001b[m\u001b[K (iteration_old != 0){\n",
            "          \u001b[01;36m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid cv_draw_object(image, float*, int, int, int*, float*, int*, int, char**)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1444:14:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbuff\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         char \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K[100];\n",
            "              \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1420:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kit_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Kit_tb_res\u001b[m\u001b[K = cv::createTrackbar(it_trackbar_name, window_name, &it_trackbar_value, 1000);\n",
            "         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1424:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Klr_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Klr_tb_res\u001b[m\u001b[K = cv::createTrackbar(lr_trackbar_name, window_name, &lr_trackbar_value, 20);\n",
            "         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1428:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcl_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Kcl_tb_res\u001b[m\u001b[K = cv::createTrackbar(cl_trackbar_name, window_name, &cl_trackbar_value, classes-1);\n",
            "         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1431:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbo_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     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",
            "\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool JSON_sender::write(const char*)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:253:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                 int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = _write(client, outputbuf, outlen);\n",
            "                     \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool MJPG_sender::write(const cv::Mat&)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:511:113:\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:867:27:\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:875:33:\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:894:31:\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:930:28:\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:2044:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     const int \u001b[01;35m\u001b[Kout_w\u001b[m\u001b[K = (w + 2 * pad - ksize) / stride + 1;    // output_width=input_width for stride=1 and pad=1\n",
            "               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/gemm.c:2043:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     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:1061:12:\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:230:20:\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[Kcublas_check_error_extended\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:264:18:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t {aka enum cudaError}\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kenum cudaError_enum\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wenum-compare\u001b[m\u001b[K]\n",
            "       if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDA_SUCCESS)\n",
            "                  \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpre_allocate_pinned_memory\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:395:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         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:395:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {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:395:82:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         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:405:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[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:426:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {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:441:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "             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:447:63:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "             printf(\"Try to allocate new pinned BLOCK, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n",
            "                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "At top level:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:287:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasHandle\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            " static cublasHandle_t \u001b[01;35m\u001b[KswitchBlasHandle\u001b[m\u001b[K[16];\n",
            "                       \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:286:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasInit\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            " static int \u001b[01;35m\u001b[KswitchBlasInit\u001b[m\u001b[K[16] = { 0 };\n",
            "            \u001b[01;35m\u001b[K^~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/convolutional_layer.c -o obj/convolutional_layer.o\n",
            "\u001b[01m\u001b[K./src/convolutional_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_convolutional_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/convolutional_layer.c:1342:32:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kt_intput_size\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                         size_t \u001b[01;35m\u001b[Kt_intput_size\u001b[m\u001b[K = binary_transpose_align_input(k, n, state.workspace, &l.t_bit_input, ldb_align, l.bit_align);\n",
            "                                \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/list.c -o obj/list.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image.c -o obj/image.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/activations.c -o obj/activations.o\n",
            "\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kactivate\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KRELU6\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n",
            "     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX_MAXVAL\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kgradient\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n",
            "     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/im2col.c -o obj/im2col.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/col2im.c -o obj/col2im.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/blas.c -o obj/blas.o\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbackward_shortcut_multilayer_cpu\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:207:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_index\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                 int \u001b[01;35m\u001b[Kout_index\u001b[m\u001b[K = id;\n",
            "                     \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_sim\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:597:59:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_sim(): sim isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", i, j, z);\n",
            "                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:597:67:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_sim(): sim isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, j, z);\n",
            "                                                                  \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                  \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:597:75:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_sim(): sim isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, z);\n",
            "                                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_P_constrastive\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:611:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_P_constrastive(): P isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", i, j, z);\n",
            "                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:611:76:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, j, z);\n",
            "                                                                           \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                           \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:611:84:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, z);\n",
            "                                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive_f\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:651:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", i, l);\n",
            "                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:651:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, l);\n",
            "                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:785:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", i, l);\n",
            "                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:785:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, l);\n",
            "                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/crop_layer.c -o obj/crop_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dropout_layer.c -o obj/dropout_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/maxpool_layer.c -o obj/maxpool_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/softmax_layer.c -o obj/softmax_layer.o\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_contrastive_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:203:101:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 9 has type ‘\u001b[01m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "     fprintf(stderr, \"contrastive %4d x%4d x%4d x emb_size %4d x batch: %4d  classes = %4d, step = \u001b[01;35m\u001b[K%4d\u001b[m\u001b[K \\n\", w, h, l.n, l.embedding_size, batch, l.classes, step);\n",
            "                                                                                                   \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
            "                                                                                                   \u001b[32m\u001b[K%4ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_contrastive_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:244:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kmax_truth\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "                     float \u001b[01;35m\u001b[Kmax_truth\u001b[m\u001b[K = 0;\n",
            "                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:423:71:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
            "             printf(\" Error: too large number of bboxes: contr_size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K > max_contr_size  = %d \\n\", contr_size, max_contr_size);\n",
            "                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
            "                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/data.c -o obj/data.o\n",
            "\u001b[01m\u001b[K./src/data.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kload_data_detection\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/data.c:1297:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kx\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                 int k, \u001b[01;35m\u001b[Kx\u001b[m\u001b[K, y;\n",
            "                        \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:1090:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kr_scale\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "     float r1 = 0, r2 = 0, r3 = 0, r4 = 0, \u001b[01;35m\u001b[Kr_scale\u001b[m\u001b[K = 0;\n",
            "                                           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/matrix.c -o obj/matrix.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/network.c -o obj/network.o\n",
            "\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_network_waitkey\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network.c:435:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kema_period\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         int \u001b[01;35m\u001b[Kema_period\u001b[m\u001b[K = (net.max_batches - ema_start_point - 1000) * (1.0 - net.ema_alpha);\n",
            "             \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_network\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network.c:660:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         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:4811:39:\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:1777:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         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:4811:39:\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[Ksave_implicit_weights\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/parser.c:1909:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ki\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Ki\u001b[m\u001b[K;\n",
            "         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kget_classes_multipliers\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/parser.c:438:29:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kargument 1 range [18446744071562067968, 18446744073709551615] exceeds maximum object size 9223372036854775807 [\u001b[01;35m\u001b[K-Walloc-size-larger-than=\u001b[m\u001b[K]\n",
            "         \u001b[01;35m\u001b[Kclasses_multipliers = (float *)calloc(classes_counters, sizeof(float))\u001b[m\u001b[K;\n",
            "         \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K./src/parser.c:3:0\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/stdlib.h:541:14:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kin a call to allocation function ‘\u001b[01m\u001b[Kcalloc\u001b[m\u001b[K’ declared here\n",
            " extern void *\u001b[01;36m\u001b[Kcalloc\u001b[m\u001b[K (size_t __nmemb, size_t __size)\n",
            "              \u001b[01;36m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/option_list.c -o obj/option_list.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/darknet.c -o obj/darknet.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detection_layer.c -o obj/detection_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/captcha.c -o obj/captcha.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/route_layer.c -o obj/route_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/writing.c -o obj/writing.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/box.c -o obj/box.o\n",
            "\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbox_iou_kind\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/box.c:154:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMSE\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K-Wswitch\u001b[m\u001b[K]\n",
            "     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(iou_kind) {\n",
            "     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdiounms_sort\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/box.c:898:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbeta_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                     float \u001b[01;35m\u001b[Kbeta_prob\u001b[m\u001b[K = pow(dets[j].prob[k], 2) / sum_prob;\n",
            "                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/box.c:897:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kalpha_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "                     float \u001b[01;35m\u001b[Kalpha_prob\u001b[m\u001b[K = pow(dets[i].prob[k], 2) / sum_prob;\n",
            "                           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/nightmare.c -o obj/nightmare.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/normalization_layer.c -o obj/normalization_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/avgpool_layer.c -o obj/avgpool_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/coco.c -o obj/coco.o\n",
            "\u001b[01m\u001b[K./src/coco.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_coco_recall\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/coco.c:248:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbase\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     char *\u001b[01;35m\u001b[Kbase\u001b[m\u001b[K = \"results/comp4_det_test_\";\n",
            "           \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dice.c -o obj/dice.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo.c -o obj/yolo.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detector.c -o obj/detector.o\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_detector\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:386:72:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n",
            "             \u001b[01;35m\u001b[K(iteration >= (iter_save + 1000) || iteration % 1000 == 0) && net.max_batches < 10000\u001b[m\u001b[K)\n",
            "             \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kprint_cocos\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:486:29:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat not a string literal and no format arguments [\u001b[01;35m\u001b[K-Wformat-security\u001b[m\u001b[K]\n",
            "                 fprintf(fp, \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K);\n",
            "                             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Keliminate_bdd\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:579:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kstatement with no effect [\u001b[01;35m\u001b[K-Wunused-value\u001b[m\u001b[K]\n",
            "                     \u001b[01;35m\u001b[Kfor\u001b[m\u001b[K (k; buf[k + n] != '\\0'; k++)\n",
            "                     \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:700:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd2\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         int \u001b[01;35m\u001b[Kmkd2\u001b[m\u001b[K = make_directory(buff2, 0777);\n",
            "             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:698:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         int \u001b[01;35m\u001b[Kmkd\u001b[m\u001b[K = make_directory(buff, 0777);\n",
            "             \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector_map\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:1315:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kcur_prob\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "                 double \u001b[01;35m\u001b[Kcur_prob\u001b[m\u001b[K = 0;\n",
            "                        \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:1336:15:\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:1335:15:\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:1871:19:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kinv_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "             float \u001b[01;35m\u001b[Kinv_loss\u001b[m\u001b[K = 1.0 / max_val_cmp(0.01, avg_loss);\n",
            "                   \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/layer.c -o obj/layer.o\n",
            "\u001b[01m\u001b[K./src/layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfree_layer_custom\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/layer.c:208:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n",
            "     if (l.delta_gpu && (l.optimized_memory < 1 || \u001b[01;35m\u001b[Kl.keep_delta_gpu && l.optimized_memory < 3\u001b[m\u001b[K)) cuda_free(l.delta_gpu), l.delta_gpu = NULL;\n",
            "                                                   \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/compare.c -o obj/compare.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/classifier.c -o obj/classifier.o\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:146:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcount\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Kcount\u001b[m\u001b[K = 0;\n",
            "         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpredict_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:855:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktime\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     clock_t \u001b[01;35m\u001b[Ktime\u001b[m\u001b[K;\n",
            "             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdemo_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:1287:49:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_result\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         struct timeval tval_before, tval_after, \u001b[01;35m\u001b[Ktval_result\u001b[m\u001b[K;\n",
            "                                                 \u001b[01;35m\u001b[K^~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:1287:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_after\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         struct timeval tval_before, \u001b[01;35m\u001b[Ktval_after\u001b[m\u001b[K, tval_result;\n",
            "                                     \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/local_layer.c -o obj/local_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/swag.c -o obj/swag.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/shortcut_layer.c -o obj/shortcut_layer.o\n",
            "\u001b[01m\u001b[K./src/shortcut_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_shortcut_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/shortcut_layer.c:55:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kscale\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         float \u001b[01;35m\u001b[Kscale\u001b[m\u001b[K = sqrt(2. / l.nweights);\n",
            "               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/representation_layer.c -o obj/representation_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -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:101:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         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:63:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Kold_h\u001b[m\u001b[K = l->h;\n",
            "         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/region_layer.c:62:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int \u001b[01;35m\u001b[Kold_w\u001b[m\u001b[K = l->w;\n",
            "         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_layer.c -o obj/reorg_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_old_layer.c -o obj/reorg_old_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/super.c -o obj/super.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/voxel.c -o obj/voxel.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/tree.c -o obj/tree.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo_layer.c -o obj/yolo_layer.o\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:68:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.output, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n",
            "                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4811:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:75:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.delta, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n",
            "                                      \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4811:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:106:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->output, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4811:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:115:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->delta, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "                                          \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4811:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kprocess_batch\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:426:25:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kbest_match_t\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "                     int \u001b[01;35m\u001b[Kbest_match_t\u001b[m\u001b[K = 0;\n",
            "                         \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:707:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_anyobj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Kavg_anyobj\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:706:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_obj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Kavg_obj\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:705:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_cat\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Kavg_cat\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:704:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall75\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Krecall75\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:703:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Krecall\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:702:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Ktot_ciou_loss\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:701:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Ktot_diou_loss\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:698:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Ktot_ciou\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:697:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Ktot_diou\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:696:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_giou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     float \u001b[01;35m\u001b[Ktot_giou\u001b[m\u001b[K = 0;\n",
            "           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:668:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "     int b, \u001b[01;35m\u001b[Kn\u001b[m\u001b[K;\n",
            "            \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gaussian_yolo_layer.c -o obj/gaussian_yolo_layer.o\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_gaussian_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:72:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "     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:4811:39:\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:79:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "     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:4811:39:\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:111:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         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:4811:39:\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:120:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
            "         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:4811:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/upsample_layer.c -o obj/upsample_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/lstm_layer.c -o obj/lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/conv_lstm_layer.c -o obj/conv_lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/scale_channels_layer.c -o obj/scale_channels_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/sam_layer.c -o obj/sam_layer.o\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/convolutional_kernels.cu -o obj/convolutional_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/activation_kernels.cu -o obj/activation_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/im2col_kernels.cu -o obj/im2col_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/col2im_kernels.cu -o obj/col2im_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/blas_kernels.cu -o obj/blas_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_shortcut_multilayer_gpu(int, int, int, int*, float**, float*, float*, float*, float*, int, float*, float**, WEIGHTS_NORMALIZATION_T)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:1130:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kstep\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "     \u001b[01;35m\u001b[Kint \u001b[m\u001b[Kstep = 0;\n",
            "     \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/crop_layer_kernels.cu -o obj/crop_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/dropout_layer_kernels.cu -o obj/dropout_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/maxpool_layer_kernels.cu -o obj/maxpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/network_kernels.cu -o obj/network_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): 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:379:7:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "       \u001b[01;35m\u001b[K \u001b[m\u001b[K layer l = net.layers[net.n - 1];\n",
            "       \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/avgpool_layer_kernels.cu -o obj/avgpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include obj/image_opencv.o obj/http_stream.o obj/gemm.o obj/utils.o obj/dark_cuda.o obj/convolutional_layer.o obj/list.o obj/image.o obj/activations.o obj/im2col.o obj/col2im.o obj/blas.o obj/crop_layer.o obj/dropout_layer.o obj/maxpool_layer.o obj/softmax_layer.o obj/data.o obj/matrix.o obj/network.o obj/connected_layer.o obj/cost_layer.o obj/parser.o obj/option_list.o obj/darknet.o obj/detection_layer.o obj/captcha.o obj/route_layer.o obj/writing.o obj/box.o obj/nightmare.o obj/normalization_layer.o obj/avgpool_layer.o obj/coco.o obj/dice.o obj/yolo.o obj/detector.o obj/layer.o obj/compare.o obj/classifier.o obj/local_layer.o obj/swag.o obj/shortcut_layer.o obj/representation_layer.o obj/activation_layer.o obj/rnn_layer.o obj/gru_layer.o obj/rnn.o obj/rnn_vid.o obj/crnn_layer.o obj/demo.o obj/tag.o obj/cifar.o obj/go.o obj/batchnorm_layer.o obj/art.o obj/region_layer.o obj/reorg_layer.o obj/reorg_old_layer.o obj/super.o obj/voxel.o obj/tree.o obj/yolo_layer.o obj/gaussian_yolo_layer.o obj/upsample_layer.o obj/lstm_layer.o obj/conv_lstm_layer.o obj/scale_channels_layer.o obj/sam_layer.o obj/convolutional_kernels.o obj/activation_kernels.o obj/im2col_kernels.o obj/col2im_kernels.o obj/blas_kernels.o obj/crop_layer_kernels.o obj/dropout_layer_kernels.o obj/maxpool_layer_kernels.o obj/network_kernels.o obj/avgpool_layer_kernels.o -o darknet -lm -pthread `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv` -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand -L/usr/local/cudnn/lib64 -lcudnn -lstdc++\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Create makefile and editing the values from the **Darknet** folder"
      ],
      "metadata": {
        "id": "FY2d5e8sUvWz"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/drive/MyDrive/yolo_rock_model"
      ],
      "metadata": {
        "id": "3CfvwjfbTXPU",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "7e9e6d78-a343-4708-e61f-2506557013fa"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/yolo_rock_model\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python rock_dataset/creating-files-data-and-name.py"
      ],
      "metadata": {
        "id": "wZb4X2pubzj2"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!python rock_dataset/creating-train-and-test-txt-files.py"
      ],
      "metadata": {
        "id": "3ZQwUGVCnGtk"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!darknet/darknet detector train rock_dataset/labelled_data.data darknet/cfg/yolov4-tiny-custom.cfg custom_weight/darknet53.conv.74 -dont_show"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KWEoJMXAryP4",
        "outputId": "abb05201-11b8-49c3-ffc8-7c10981d66a9"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752535), count: 84, class_loss = 0.543001, iou_loss = 0.197178, total_loss = 0.740179 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.498869), count: 3, class_loss = 0.038356, iou_loss = 0.051228, total_loss = 0.089584 \n",
            " total_bbox = 166497, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2154: 0.291088, 0.267062 avg loss, 0.002610 rate, 1.481688 seconds, 137856 images, 204.043050 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764844), count: 84, class_loss = 0.550418, iou_loss = 0.253719, total_loss = 0.804137 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.456801), count: 4, class_loss = 0.056821, iou_loss = 0.066831, total_loss = 0.123652 \n",
            " total_bbox = 166585, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2155: 0.304045, 0.270760 avg loss, 0.002610 rate, 1.475509 seconds, 137920 images, 204.052687 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787667), count: 73, class_loss = 0.484290, iou_loss = 0.180503, total_loss = 0.664793 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.399793), count: 3, class_loss = 0.029566, iou_loss = 0.013738, total_loss = 0.043305 \n",
            " total_bbox = 166661, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2156: 0.257372, 0.269422 avg loss, 0.002610 rate, 1.529845 seconds, 137984 images, 204.053658 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785586), count: 71, class_loss = 0.504200, iou_loss = 0.162604, total_loss = 0.666804 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.541391), count: 4, class_loss = 0.055768, iou_loss = 0.093211, total_loss = 0.148980 \n",
            " total_bbox = 166736, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2157: 0.280352, 0.270515 avg loss, 0.002610 rate, 1.460268 seconds, 138048 images, 204.129745 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787532), count: 63, class_loss = 0.375833, iou_loss = 0.112118, total_loss = 0.487951 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.441954), count: 5, class_loss = 0.065179, iou_loss = 0.103186, total_loss = 0.168365 \n",
            " total_bbox = 166804, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2158: 0.220927, 0.265556 avg loss, 0.002610 rate, 1.490466 seconds, 138112 images, 204.108789 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762259), count: 74, class_loss = 0.500716, iou_loss = 0.120186, total_loss = 0.620902 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.479717), count: 3, class_loss = 0.045977, iou_loss = 0.035107, total_loss = 0.081085 \n",
            " total_bbox = 166880, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2159: 0.273761, 0.266376 avg loss, 0.002610 rate, 1.460563 seconds, 138176 images, 204.129923 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.765452), count: 75, class_loss = 0.371149, iou_loss = 0.152320, total_loss = 0.523469 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.414492), count: 3, class_loss = 0.058258, iou_loss = 0.044287, total_loss = 0.102545 \n",
            " total_bbox = 166956, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2160: 0.215152, 0.261254 avg loss, 0.002610 rate, 1.466426 seconds, 138240 images, 204.109435 hours left\n",
            "Loaded: 0.000135 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777171), count: 77, class_loss = 0.436644, iou_loss = 0.204394, total_loss = 0.641038 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.002813, iou_loss = 0.000000, total_loss = 0.002813 \n",
            " total_bbox = 167033, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2161: 0.219850, 0.257114 avg loss, 0.002610 rate, 1.469447 seconds, 138304 images, 204.097238 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797195), count: 70, class_loss = 0.414994, iou_loss = 0.143193, total_loss = 0.558187 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.553527), count: 4, class_loss = 0.052015, iou_loss = 0.082985, total_loss = 0.135000 \n",
            " total_bbox = 167106, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2162: 0.233859, 0.254788 avg loss, 0.002610 rate, 1.482751 seconds, 138368 images, 204.089381 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773450), count: 73, class_loss = 0.467675, iou_loss = 0.122333, total_loss = 0.590008 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.317461), count: 1, class_loss = 0.016775, iou_loss = 0.057900, total_loss = 0.074675 \n",
            " total_bbox = 167180, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2163: 0.242722, 0.253582 avg loss, 0.002610 rate, 1.490012 seconds, 138432 images, 204.099959 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771681), count: 74, class_loss = 0.410102, iou_loss = 0.150912, total_loss = 0.561014 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.326410), count: 4, class_loss = 0.050844, iou_loss = 0.060823, total_loss = 0.111668 \n",
            " total_bbox = 167258, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2164: 0.230967, 0.251320 avg loss, 0.002610 rate, 1.475870 seconds, 138496 images, 204.120434 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780945), count: 73, class_loss = 0.539110, iou_loss = 0.139198, total_loss = 0.678308 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446055), count: 1, class_loss = 0.010992, iou_loss = 0.005152, total_loss = 0.016144 \n",
            " total_bbox = 167331, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2165: 0.275474, 0.253736 avg loss, 0.002610 rate, 1.468454 seconds, 138560 images, 204.121183 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776342), count: 76, class_loss = 0.434901, iou_loss = 0.149212, total_loss = 0.584113 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.178639), count: 3, class_loss = 0.052998, iou_loss = 0.005948, total_loss = 0.058946 \n",
            " total_bbox = 167409, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2166: 0.244521, 0.252814 avg loss, 0.002610 rate, 1.475181 seconds, 138624 images, 204.111650 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786003), count: 73, class_loss = 0.445224, iou_loss = 0.141835, total_loss = 0.587059 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000496, iou_loss = 0.000000, total_loss = 0.000496 \n",
            " total_bbox = 167482, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2167: 0.222977, 0.249830 avg loss, 0.002610 rate, 1.497394 seconds, 138688 images, 204.111506 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785626), count: 72, class_loss = 0.443164, iou_loss = 0.132884, total_loss = 0.576048 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.419491), count: 3, class_loss = 0.027129, iou_loss = 0.016534, total_loss = 0.043663 \n",
            " total_bbox = 167557, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2168: 0.235581, 0.248405 avg loss, 0.002610 rate, 1.464799 seconds, 138752 images, 204.142114 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791324), count: 64, class_loss = 0.312508, iou_loss = 0.084093, total_loss = 0.396601 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.433705), count: 3, class_loss = 0.039988, iou_loss = 0.028766, total_loss = 0.068754 \n",
            " total_bbox = 167624, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2169: 0.176672, 0.241232 avg loss, 0.002610 rate, 1.461799 seconds, 138816 images, 204.127303 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782291), count: 75, class_loss = 0.554089, iou_loss = 0.127984, total_loss = 0.682073 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.469508), count: 5, class_loss = 0.075424, iou_loss = 0.067500, total_loss = 0.142924 \n",
            " total_bbox = 167703, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2170: 0.315166, 0.248625 avg loss, 0.002610 rate, 1.461143 seconds, 138880 images, 204.108481 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764760), count: 73, class_loss = 0.520983, iou_loss = 0.151840, total_loss = 0.672823 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.115892), count: 2, class_loss = 0.042265, iou_loss = 0.001975, total_loss = 0.044240 \n",
            " total_bbox = 167778, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2171: 0.282236, 0.251987 avg loss, 0.002610 rate, 1.482615 seconds, 138944 images, 204.088957 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774529), count: 75, class_loss = 0.429587, iou_loss = 0.149127, total_loss = 0.578714 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.223158), count: 1, class_loss = 0.011098, iou_loss = 0.002704, total_loss = 0.013802 \n",
            " total_bbox = 167854, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2172: 0.220890, 0.248877 avg loss, 0.002610 rate, 1.468040 seconds, 139008 images, 204.099298 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772863), count: 64, class_loss = 0.453363, iou_loss = 0.091996, total_loss = 0.545359 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.622046), count: 1, class_loss = 0.011264, iou_loss = 0.015924, total_loss = 0.027188 \n",
            " total_bbox = 167917, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2173: 0.232644, 0.247254 avg loss, 0.002610 rate, 1.496794 seconds, 139072 images, 204.089367 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761050), count: 74, class_loss = 0.522479, iou_loss = 0.142700, total_loss = 0.665179 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.525062), count: 4, class_loss = 0.056821, iou_loss = 0.047390, total_loss = 0.104211 \n",
            " total_bbox = 167995, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2174: 0.290040, 0.251532 avg loss, 0.002610 rate, 1.457993 seconds, 139136 images, 204.119337 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775856), count: 72, class_loss = 0.442011, iou_loss = 0.109257, total_loss = 0.551268 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000326, iou_loss = 0.000000, total_loss = 0.000326 \n",
            " total_bbox = 168066, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2175: 0.221291, 0.248508 avg loss, 0.002610 rate, 1.497106 seconds, 139200 images, 204.095319 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.749140), count: 79, class_loss = 0.479617, iou_loss = 0.181365, total_loss = 0.660982 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.360671), count: 4, class_loss = 0.049857, iou_loss = 0.026483, total_loss = 0.076340 \n",
            " total_bbox = 168148, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2176: 0.265224, 0.250180 avg loss, 0.002610 rate, 1.491046 seconds, 139264 images, 204.125584 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771024), count: 78, class_loss = 0.486677, iou_loss = 0.176959, total_loss = 0.663636 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.300752), count: 3, class_loss = 0.040391, iou_loss = 0.008500, total_loss = 0.048892 \n",
            " total_bbox = 168229, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2177: 0.264042, 0.251566 avg loss, 0.002610 rate, 1.470431 seconds, 139328 images, 204.147220 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754312), count: 73, class_loss = 0.433351, iou_loss = 0.145192, total_loss = 0.578543 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.459621), count: 4, class_loss = 0.056759, iou_loss = 0.042300, total_loss = 0.099060 \n",
            " total_bbox = 168306, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2178: 0.245485, 0.250958 avg loss, 0.002610 rate, 1.476528 seconds, 139392 images, 204.140109 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772741), count: 66, class_loss = 0.541904, iou_loss = 0.090807, total_loss = 0.632711 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.252433), count: 1, class_loss = 0.013552, iou_loss = 0.001410, total_loss = 0.014962 \n",
            " total_bbox = 168373, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2179: 0.278261, 0.253688 avg loss, 0.002610 rate, 1.463303 seconds, 139456 images, 204.141482 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.745770), count: 79, class_loss = 0.558628, iou_loss = 0.155697, total_loss = 0.714324 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.405847), count: 3, class_loss = 0.030508, iou_loss = 0.031713, total_loss = 0.062221 \n",
            " total_bbox = 168455, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2180: 0.295032, 0.257823 avg loss, 0.002610 rate, 1.497659 seconds, 139520 images, 204.124556 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.739968), count: 83, class_loss = 0.548733, iou_loss = 0.199242, total_loss = 0.747975 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.407008), count: 7, class_loss = 0.095380, iou_loss = 0.070193, total_loss = 0.165572 \n",
            " total_bbox = 168545, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2181: 0.322523, 0.264293 avg loss, 0.002610 rate, 1.469517 seconds, 139584 images, 204.155315 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804870), count: 77, class_loss = 0.413299, iou_loss = 0.154903, total_loss = 0.568202 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.569566), count: 2, class_loss = 0.013151, iou_loss = 0.029239, total_loss = 0.042390 \n",
            " total_bbox = 168624, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2182: 0.213567, 0.259220 avg loss, 0.002610 rate, 1.477978 seconds, 139648 images, 204.146850 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779063), count: 78, class_loss = 0.471467, iou_loss = 0.150320, total_loss = 0.621787 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000336, iou_loss = 0.000000, total_loss = 0.000336 \n",
            " total_bbox = 168701, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2183: 0.236022, 0.256900 avg loss, 0.002610 rate, 1.510699 seconds, 139712 images, 204.150157 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787342), count: 68, class_loss = 0.491127, iou_loss = 0.111821, total_loss = 0.602948 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.475952), count: 2, class_loss = 0.024558, iou_loss = 0.031367, total_loss = 0.055924 \n",
            " total_bbox = 168770, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2184: 0.258245, 0.257035 avg loss, 0.002610 rate, 1.490902 seconds, 139776 images, 204.198699 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.730802), count: 90, class_loss = 0.621353, iou_loss = 0.249300, total_loss = 0.870653 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.616222), count: 2, class_loss = 0.015328, iou_loss = 0.034961, total_loss = 0.050289 \n",
            " total_bbox = 168861, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2185: 0.318698, 0.263201 avg loss, 0.002610 rate, 1.502147 seconds, 139840 images, 204.219371 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.751469), count: 75, class_loss = 0.620549, iou_loss = 0.119117, total_loss = 0.739666 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.330346), count: 3, class_loss = 0.046746, iou_loss = 0.017482, total_loss = 0.064228 \n",
            " total_bbox = 168938, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2186: 0.334150, 0.270296 avg loss, 0.002610 rate, 1.471380 seconds, 139904 images, 204.255394 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755657), count: 69, class_loss = 0.365879, iou_loss = 0.121156, total_loss = 0.487035 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.364359), count: 4, class_loss = 0.057014, iou_loss = 0.039845, total_loss = 0.096860 \n",
            " total_bbox = 169011, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2187: 0.211928, 0.264459 avg loss, 0.002610 rate, 1.473378 seconds, 139968 images, 204.248472 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763428), count: 75, class_loss = 0.430249, iou_loss = 0.135613, total_loss = 0.565861 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.448751), count: 4, class_loss = 0.055009, iou_loss = 0.035380, total_loss = 0.090388 \n",
            " total_bbox = 169088, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2188: 0.243060, 0.262319 avg loss, 0.002610 rate, 1.498897 seconds, 140032 images, 204.244336 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.726627), count: 75, class_loss = 0.486956, iou_loss = 0.114021, total_loss = 0.600978 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000702, iou_loss = 0.000000, total_loss = 0.000702 \n",
            " total_bbox = 169163, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2189: 0.243979, 0.260485 avg loss, 0.002610 rate, 1.463574 seconds, 140096 images, 204.275571 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756346), count: 76, class_loss = 0.510713, iou_loss = 0.119983, total_loss = 0.630697 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.625958), count: 1, class_loss = 0.014035, iou_loss = 0.015895, total_loss = 0.029930 \n",
            " total_bbox = 169240, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2190: 0.262712, 0.260708 avg loss, 0.002610 rate, 1.456615 seconds, 140160 images, 204.257654 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774656), count: 71, class_loss = 0.382431, iou_loss = 0.115956, total_loss = 0.498387 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.278915), count: 3, class_loss = 0.060894, iou_loss = 0.054395, total_loss = 0.115289 \n",
            " total_bbox = 169314, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2191: 0.222180, 0.256855 avg loss, 0.002610 rate, 1.493331 seconds, 140224 images, 204.230241 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.741292), count: 76, class_loss = 0.480812, iou_loss = 0.178866, total_loss = 0.659678 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.439509), count: 2, class_loss = 0.024667, iou_loss = 0.022049, total_loss = 0.046716 \n",
            " total_bbox = 169392, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2192: 0.253188, 0.256488 avg loss, 0.002610 rate, 1.461095 seconds, 140288 images, 204.253916 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779534), count: 78, class_loss = 0.547148, iou_loss = 0.197161, total_loss = 0.744309 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.243723), count: 5, class_loss = 0.075967, iou_loss = 0.010343, total_loss = 0.086310 \n",
            " total_bbox = 169473, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2193: 0.312092, 0.262049 avg loss, 0.002610 rate, 1.484882 seconds, 140352 images, 204.232764 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.765389), count: 78, class_loss = 0.450427, iou_loss = 0.206445, total_loss = 0.656872 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.624182), count: 1, class_loss = 0.016138, iou_loss = 0.080010, total_loss = 0.096148 \n",
            " total_bbox = 169552, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2194: 0.233616, 0.259205 avg loss, 0.002610 rate, 1.496423 seconds, 140416 images, 204.244714 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.757559), count: 72, class_loss = 0.518008, iou_loss = 0.147660, total_loss = 0.665668 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.339219), count: 2, class_loss = 0.031794, iou_loss = 0.015927, total_loss = 0.047721 \n",
            " total_bbox = 169626, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2195: 0.275395, 0.260824 avg loss, 0.002610 rate, 1.472807 seconds, 140480 images, 204.272479 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.747146), count: 70, class_loss = 0.489825, iou_loss = 0.151653, total_loss = 0.641477 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.220336), count: 2, class_loss = 0.046886, iou_loss = 0.004163, total_loss = 0.051049 \n",
            " total_bbox = 169698, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2196: 0.268920, 0.261634 avg loss, 0.002610 rate, 1.466489 seconds, 140544 images, 204.267322 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773626), count: 76, class_loss = 0.410295, iou_loss = 0.187206, total_loss = 0.597501 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.476283), count: 5, class_loss = 0.063910, iou_loss = 0.115104, total_loss = 0.179013 \n",
            " total_bbox = 169777, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2197: 0.237512, 0.259222 avg loss, 0.002610 rate, 1.476776 seconds, 140608 images, 204.253494 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787203), count: 74, class_loss = 0.388465, iou_loss = 0.153264, total_loss = 0.541729 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.634105), count: 1, class_loss = 0.007825, iou_loss = 0.015375, total_loss = 0.023200 \n",
            " total_bbox = 169852, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2198: 0.198462, 0.253146 avg loss, 0.002610 rate, 1.489430 seconds, 140672 images, 204.253972 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762807), count: 80, class_loss = 0.468382, iou_loss = 0.194782, total_loss = 0.663164 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.394220), count: 3, class_loss = 0.034923, iou_loss = 0.032956, total_loss = 0.067879 \n",
            " total_bbox = 169935, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2199: 0.252114, 0.253043 avg loss, 0.002610 rate, 1.456165 seconds, 140736 images, 204.271978 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766746), count: 84, class_loss = 0.492528, iou_loss = 0.255625, total_loss = 0.748153 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.647116), count: 3, class_loss = 0.034310, iou_loss = 0.053087, total_loss = 0.087397 \n",
            " total_bbox = 170022, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2200: 0.263739, 0.254112 avg loss, 0.002610 rate, 1.485426 seconds, 140800 images, 204.243819 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776860), count: 76, class_loss = 0.511302, iou_loss = 0.159383, total_loss = 0.670685 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.340043), count: 2, class_loss = 0.033246, iou_loss = 0.010417, total_loss = 0.043664 \n",
            " total_bbox = 170100, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2201: 0.272757, 0.255977 avg loss, 0.002610 rate, 1.051422 seconds, 140864 images, 204.256382 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779401), count: 69, class_loss = 0.461075, iou_loss = 0.114373, total_loss = 0.575448 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.145367), count: 3, class_loss = 0.049712, iou_loss = 0.005131, total_loss = 0.054842 \n",
            " total_bbox = 170172, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2202: 0.255982, 0.255977 avg loss, 0.002610 rate, 1.500830 seconds, 140928 images, 203.668472 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777593), count: 82, class_loss = 0.499423, iou_loss = 0.205139, total_loss = 0.704562 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.858486), count: 1, class_loss = 0.012195, iou_loss = 0.033357, total_loss = 0.045552 \n",
            " total_bbox = 170254, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2203: 0.256008, 0.255980 avg loss, 0.002610 rate, 1.503431 seconds, 140992 images, 203.708134 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795336), count: 73, class_loss = 0.392404, iou_loss = 0.180450, total_loss = 0.572854 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432590), count: 2, class_loss = 0.020584, iou_loss = 0.020618, total_loss = 0.041203 \n",
            " total_bbox = 170329, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2204: 0.206916, 0.251074 avg loss, 0.002610 rate, 1.475634 seconds, 141056 images, 203.750943 hours left\n",
            "Loaded: 0.000156 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794110), count: 75, class_loss = 0.466728, iou_loss = 0.189484, total_loss = 0.656212 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.348197), count: 2, class_loss = 0.047496, iou_loss = 0.119171, total_loss = 0.166667 \n",
            " total_bbox = 170406, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2205: 0.257581, 0.251725 avg loss, 0.002610 rate, 1.510338 seconds, 141120 images, 203.754887 hours left\n",
            "Loaded: 0.000133 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791813), count: 82, class_loss = 0.522476, iou_loss = 0.198526, total_loss = 0.721003 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.507361), count: 5, class_loss = 0.070752, iou_loss = 0.059453, total_loss = 0.130205 \n",
            " total_bbox = 170492, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2206: 0.296997, 0.256252 avg loss, 0.002610 rate, 1.476225 seconds, 141184 images, 203.806868 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777772), count: 81, class_loss = 0.405485, iou_loss = 0.204356, total_loss = 0.609842 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.597200), count: 2, class_loss = 0.018907, iou_loss = 0.024384, total_loss = 0.043292 \n",
            " total_bbox = 170575, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2207: 0.212538, 0.251880 avg loss, 0.002610 rate, 1.455071 seconds, 141248 images, 203.811129 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.757234), count: 74, class_loss = 0.511761, iou_loss = 0.139759, total_loss = 0.651520 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000410, iou_loss = 0.000000, total_loss = 0.000410 \n",
            " total_bbox = 170649, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2208: 0.256218, 0.252314 avg loss, 0.002610 rate, 1.474167 seconds, 141312 images, 203.785980 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773254), count: 66, class_loss = 0.460973, iou_loss = 0.086450, total_loss = 0.547423 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.199979), count: 1, class_loss = 0.011317, iou_loss = 0.000915, total_loss = 0.012233 \n",
            " total_bbox = 170716, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2209: 0.236707, 0.250753 avg loss, 0.002610 rate, 1.500530 seconds, 141376 images, 203.787497 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768821), count: 67, class_loss = 0.544481, iou_loss = 0.096435, total_loss = 0.640916 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000055, iou_loss = 0.000000, total_loss = 0.000055 \n",
            " total_bbox = 170782, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2210: 0.272395, 0.252918 avg loss, 0.002610 rate, 1.456514 seconds, 141440 images, 203.825455 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761367), count: 89, class_loss = 0.592285, iou_loss = 0.268297, total_loss = 0.860582 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.601219), count: 3, class_loss = 0.037694, iou_loss = 0.055121, total_loss = 0.092815 \n",
            " total_bbox = 170874, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2211: 0.315338, 0.259160 avg loss, 0.002610 rate, 1.477999 seconds, 141504 images, 203.802182 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782067), count: 68, class_loss = 0.465243, iou_loss = 0.109550, total_loss = 0.574793 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.436138), count: 5, class_loss = 0.062072, iou_loss = 0.041262, total_loss = 0.103334 \n",
            " total_bbox = 170947, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2212: 0.264085, 0.259652 avg loss, 0.002610 rate, 1.452438 seconds, 141568 images, 203.808881 hours left\n",
            "Loaded: 0.000133 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762809), count: 83, class_loss = 0.542008, iou_loss = 0.217825, total_loss = 0.759833 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.471121), count: 4, class_loss = 0.085352, iou_loss = 0.053949, total_loss = 0.139300 \n",
            " total_bbox = 171034, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2213: 0.314099, 0.265097 avg loss, 0.002610 rate, 1.450906 seconds, 141632 images, 203.780117 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778614), count: 70, class_loss = 0.415214, iou_loss = 0.117444, total_loss = 0.532658 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000111, iou_loss = 0.000000, total_loss = 0.000111 \n",
            " total_bbox = 171104, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2214: 0.207784, 0.259365 avg loss, 0.002610 rate, 1.493748 seconds, 141696 images, 203.749663 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.757153), count: 79, class_loss = 0.552867, iou_loss = 0.193741, total_loss = 0.746608 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.388857), count: 7, class_loss = 0.106909, iou_loss = 0.080140, total_loss = 0.187049 \n",
            " total_bbox = 171189, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2215: 0.330355, 0.266464 avg loss, 0.002610 rate, 1.456363 seconds, 141760 images, 203.778622 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753727), count: 79, class_loss = 0.414266, iou_loss = 0.191028, total_loss = 0.605294 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.649991), count: 5, class_loss = 0.066192, iou_loss = 0.173436, total_loss = 0.239628 \n",
            " total_bbox = 171273, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2216: 0.240555, 0.263874 avg loss, 0.002610 rate, 1.485430 seconds, 141824 images, 203.755583 hours left\n",
            "Loaded: 0.000128 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772202), count: 76, class_loss = 0.522098, iou_loss = 0.165960, total_loss = 0.688058 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345670), count: 3, class_loss = 0.042748, iou_loss = 0.019454, total_loss = 0.062202 \n",
            " total_bbox = 171352, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2217: 0.282905, 0.265777 avg loss, 0.002610 rate, 1.473749 seconds, 141888 images, 203.772984 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782006), count: 87, class_loss = 0.484511, iou_loss = 0.268950, total_loss = 0.753461 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.003314, iou_loss = 0.000000, total_loss = 0.003314 \n",
            " total_bbox = 171439, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2218: 0.244032, 0.263602 avg loss, 0.002610 rate, 1.502761 seconds, 141952 images, 203.774108 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773084), count: 80, class_loss = 0.417963, iou_loss = 0.228002, total_loss = 0.645965 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.259256), count: 4, class_loss = 0.061509, iou_loss = 0.013850, total_loss = 0.075359 \n",
            " total_bbox = 171522, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2219: 0.240265, 0.261268 avg loss, 0.002610 rate, 1.530003 seconds, 142016 images, 203.815298 hours left\n",
            "Loaded: 0.000131 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754775), count: 73, class_loss = 0.397696, iou_loss = 0.171251, total_loss = 0.568947 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.199626), count: 1, class_loss = 0.013466, iou_loss = 0.001490, total_loss = 0.014955 \n",
            " total_bbox = 171596, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2220: 0.206153, 0.255757 avg loss, 0.002610 rate, 1.472523 seconds, 142080 images, 203.893751 hours left\n",
            "Loaded: 0.000146 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764401), count: 76, class_loss = 0.448280, iou_loss = 0.146948, total_loss = 0.595228 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.651557), count: 2, class_loss = 0.024762, iou_loss = 0.032154, total_loss = 0.056917 \n",
            " total_bbox = 171673, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2221: 0.236841, 0.253865 avg loss, 0.002610 rate, 1.487955 seconds, 142144 images, 203.891947 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786660), count: 74, class_loss = 0.403190, iou_loss = 0.164490, total_loss = 0.567680 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.653365), count: 2, class_loss = 0.021367, iou_loss = 0.036380, total_loss = 0.057748 \n",
            " total_bbox = 171749, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2222: 0.212585, 0.249737 avg loss, 0.002610 rate, 1.490923 seconds, 142208 images, 203.911521 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798188), count: 69, class_loss = 0.375964, iou_loss = 0.118450, total_loss = 0.494414 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.386800), count: 2, class_loss = 0.028126, iou_loss = 0.014063, total_loss = 0.042188 \n",
            " total_bbox = 171820, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2223: 0.202490, 0.245013 avg loss, 0.002610 rate, 1.517790 seconds, 142272 images, 203.934932 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763379), count: 71, class_loss = 0.419263, iou_loss = 0.128586, total_loss = 0.547850 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.014143), count: 1, class_loss = 0.016157, iou_loss = 0.000017, total_loss = 0.016174 \n",
            " total_bbox = 171892, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2224: 0.218379, 0.242349 avg loss, 0.002610 rate, 1.524911 seconds, 142336 images, 203.995271 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773408), count: 76, class_loss = 0.507169, iou_loss = 0.163637, total_loss = 0.670807 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.542188), count: 4, class_loss = 0.060878, iou_loss = 0.066193, total_loss = 0.127071 \n",
            " total_bbox = 171972, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2225: 0.284398, 0.246554 avg loss, 0.002610 rate, 1.508306 seconds, 142400 images, 204.064842 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774560), count: 72, class_loss = 0.433520, iou_loss = 0.138297, total_loss = 0.571817 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.585485), count: 2, class_loss = 0.028838, iou_loss = 0.033444, total_loss = 0.062281 \n",
            " total_bbox = 172046, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2226: 0.231529, 0.245051 avg loss, 0.002610 rate, 1.474844 seconds, 142464 images, 204.110755 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753382), count: 78, class_loss = 0.565825, iou_loss = 0.117565, total_loss = 0.683390 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.442060), count: 3, class_loss = 0.044732, iou_loss = 0.033020, total_loss = 0.077752 \n",
            " total_bbox = 172126, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2227: 0.305719, 0.251118 avg loss, 0.002610 rate, 1.471770 seconds, 142528 images, 204.109919 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.759124), count: 77, class_loss = 0.564415, iou_loss = 0.173246, total_loss = 0.737660 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.599088), count: 2, class_loss = 0.022567, iou_loss = 0.034712, total_loss = 0.057279 \n",
            " total_bbox = 172205, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2228: 0.293842, 0.255391 avg loss, 0.002610 rate, 1.486951 seconds, 142592 images, 204.104795 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783040), count: 76, class_loss = 0.388195, iou_loss = 0.182986, total_loss = 0.571181 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.585199), count: 2, class_loss = 0.023600, iou_loss = 0.031689, total_loss = 0.055289 \n",
            " total_bbox = 172282, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2229: 0.206243, 0.250476 avg loss, 0.002610 rate, 1.471114 seconds, 142656 images, 204.120744 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797238), count: 71, class_loss = 0.449990, iou_loss = 0.114011, total_loss = 0.564001 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.421635), count: 2, class_loss = 0.027027, iou_loss = 0.021530, total_loss = 0.048557 \n",
            " total_bbox = 172355, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2230: 0.238936, 0.249322 avg loss, 0.002610 rate, 1.474172 seconds, 142720 images, 204.114603 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778150), count: 76, class_loss = 0.497248, iou_loss = 0.174169, total_loss = 0.671417 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.460116), count: 3, class_loss = 0.040487, iou_loss = 0.049894, total_loss = 0.090381 \n",
            " total_bbox = 172434, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2231: 0.269284, 0.251318 avg loss, 0.002610 rate, 1.467285 seconds, 142784 images, 204.112777 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772256), count: 76, class_loss = 0.581639, iou_loss = 0.153236, total_loss = 0.734875 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.194917), count: 2, class_loss = 0.028140, iou_loss = 0.002443, total_loss = 0.030582 \n",
            " total_bbox = 172512, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2232: 0.305454, 0.256732 avg loss, 0.002610 rate, 1.479080 seconds, 142848 images, 204.101408 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766955), count: 75, class_loss = 0.511853, iou_loss = 0.162666, total_loss = 0.674520 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.657943), count: 2, class_loss = 0.010240, iou_loss = 0.037716, total_loss = 0.047957 \n",
            " total_bbox = 172589, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2233: 0.261361, 0.257195 avg loss, 0.002610 rate, 1.458795 seconds, 142912 images, 204.106538 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756489), count: 82, class_loss = 0.523064, iou_loss = 0.208000, total_loss = 0.731064 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.397797), count: 6, class_loss = 0.098353, iou_loss = 0.075459, total_loss = 0.173812 \n",
            " total_bbox = 172676, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2234: 0.311171, 0.262592 avg loss, 0.002610 rate, 1.465862 seconds, 142976 images, 204.083539 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789025), count: 76, class_loss = 0.458089, iou_loss = 0.175523, total_loss = 0.633612 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.173375), count: 2, class_loss = 0.033103, iou_loss = 0.043559, total_loss = 0.076663 \n",
            " total_bbox = 172753, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2235: 0.246163, 0.260949 avg loss, 0.002610 rate, 1.516422 seconds, 143040 images, 204.070531 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768161), count: 71, class_loss = 0.494972, iou_loss = 0.162270, total_loss = 0.657242 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.352648), count: 3, class_loss = 0.030887, iou_loss = 0.016013, total_loss = 0.046900 \n",
            " total_bbox = 172825, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2236: 0.263410, 0.261195 avg loss, 0.002610 rate, 1.499453 seconds, 143104 images, 204.127542 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775712), count: 69, class_loss = 0.489131, iou_loss = 0.109880, total_loss = 0.599011 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449241), count: 1, class_loss = 0.027151, iou_loss = 0.006908, total_loss = 0.034058 \n",
            " total_bbox = 172891, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2237: 0.258565, 0.260932 avg loss, 0.002610 rate, 1.464000 seconds, 143168 images, 204.160485 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771440), count: 73, class_loss = 0.446449, iou_loss = 0.145639, total_loss = 0.592088 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.312378), count: 2, class_loss = 0.026187, iou_loss = 0.062162, total_loss = 0.088349 \n",
            " total_bbox = 172966, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2238: 0.236819, 0.258521 avg loss, 0.002610 rate, 1.484068 seconds, 143232 images, 204.144092 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764782), count: 76, class_loss = 0.497026, iou_loss = 0.153042, total_loss = 0.650067 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.460808), count: 3, class_loss = 0.037723, iou_loss = 0.036170, total_loss = 0.073893 \n",
            " total_bbox = 173045, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2239: 0.267798, 0.259449 avg loss, 0.002610 rate, 1.476455 seconds, 143296 images, 204.155645 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781358), count: 71, class_loss = 0.419764, iou_loss = 0.141749, total_loss = 0.561514 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.340753), count: 4, class_loss = 0.097310, iou_loss = 0.030431, total_loss = 0.127741 \n",
            " total_bbox = 173120, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2240: 0.259017, 0.259405 avg loss, 0.002610 rate, 1.460205 seconds, 143360 images, 204.156505 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769945), count: 75, class_loss = 0.542026, iou_loss = 0.192524, total_loss = 0.734550 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.544660), count: 2, class_loss = 0.027712, iou_loss = 0.021899, total_loss = 0.049611 \n",
            " total_bbox = 173197, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2241: 0.285244, 0.261989 avg loss, 0.002610 rate, 1.468173 seconds, 143424 images, 204.134887 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783696), count: 69, class_loss = 0.396301, iou_loss = 0.148581, total_loss = 0.544882 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.821026), count: 1, class_loss = 0.009116, iou_loss = 0.029272, total_loss = 0.038387 \n",
            " total_bbox = 173267, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2242: 0.202924, 0.256083 avg loss, 0.002610 rate, 1.469652 seconds, 143488 images, 204.124500 hours left\n",
            "Loaded: 0.000054 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763262), count: 71, class_loss = 0.457986, iou_loss = 0.112500, total_loss = 0.570486 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.633738), count: 2, class_loss = 0.021876, iou_loss = 0.032417, total_loss = 0.054293 \n",
            " total_bbox = 173340, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2243: 0.240261, 0.254501 avg loss, 0.002610 rate, 1.456015 seconds, 143552 images, 204.116276 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784957), count: 80, class_loss = 0.467825, iou_loss = 0.186999, total_loss = 0.654824 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.613096), count: 1, class_loss = 0.015465, iou_loss = 0.021807, total_loss = 0.037272 \n",
            " total_bbox = 173419, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2244: 0.241974, 0.253248 avg loss, 0.002610 rate, 1.492122 seconds, 143616 images, 204.089203 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767848), count: 75, class_loss = 0.423523, iou_loss = 0.199316, total_loss = 0.622839 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.635119), count: 1, class_loss = 0.005344, iou_loss = 0.015243, total_loss = 0.020587 \n",
            " total_bbox = 173495, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2245: 0.214760, 0.249399 avg loss, 0.002610 rate, 1.454750 seconds, 143680 images, 204.112381 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781150), count: 75, class_loss = 0.468667, iou_loss = 0.157530, total_loss = 0.626198 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.627411), count: 2, class_loss = 0.025485, iou_loss = 0.035281, total_loss = 0.060765 \n",
            " total_bbox = 173571, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2246: 0.247400, 0.249199 avg loss, 0.002610 rate, 1.513151 seconds, 143744 images, 204.083639 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793778), count: 73, class_loss = 0.402102, iou_loss = 0.142019, total_loss = 0.544121 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.238844), count: 1, class_loss = 0.015453, iou_loss = 0.001270, total_loss = 0.016723 \n",
            " total_bbox = 173644, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2247: 0.209307, 0.245210 avg loss, 0.002610 rate, 1.501393 seconds, 143808 images, 204.135944 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762969), count: 83, class_loss = 0.511609, iou_loss = 0.216816, total_loss = 0.728424 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.516329), count: 6, class_loss = 0.083033, iou_loss = 0.091063, total_loss = 0.174096 \n",
            " total_bbox = 173732, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2248: 0.297715, 0.250460 avg loss, 0.002610 rate, 1.477281 seconds, 143872 images, 204.171476 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774812), count: 71, class_loss = 0.427187, iou_loss = 0.135654, total_loss = 0.562840 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.195793), count: 2, class_loss = 0.030759, iou_loss = 0.002539, total_loss = 0.033298 \n",
            " total_bbox = 173802, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2249: 0.229536, 0.248368 avg loss, 0.002610 rate, 1.473612 seconds, 143936 images, 204.173336 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768821), count: 71, class_loss = 0.448813, iou_loss = 0.123383, total_loss = 0.572197 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.328997), count: 3, class_loss = 0.052299, iou_loss = 0.014600, total_loss = 0.066898 \n",
            " total_bbox = 173876, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2250: 0.251049, 0.248636 avg loss, 0.002610 rate, 1.460894 seconds, 144000 images, 204.170040 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760462), count: 80, class_loss = 0.544881, iou_loss = 0.249876, total_loss = 0.794757 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000254, iou_loss = 0.000000, total_loss = 0.000254 \n",
            " total_bbox = 173956, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2251: 0.272698, 0.251042 avg loss, 0.002610 rate, 1.472453 seconds, 144064 images, 204.149199 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746194), count: 74, class_loss = 0.546807, iou_loss = 0.137637, total_loss = 0.684444 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.634067), count: 2, class_loss = 0.021507, iou_loss = 0.039963, total_loss = 0.061469 \n",
            " total_bbox = 174031, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2252: 0.284496, 0.254388 avg loss, 0.002610 rate, 1.477047 seconds, 144128 images, 204.144583 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797249), count: 78, class_loss = 0.525681, iou_loss = 0.178328, total_loss = 0.704009 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.271817), count: 3, class_loss = 0.052858, iou_loss = 0.011359, total_loss = 0.064217 \n",
            " total_bbox = 174112, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2253: 0.289779, 0.257927 avg loss, 0.002610 rate, 1.490570 seconds, 144192 images, 204.146342 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785763), count: 72, class_loss = 0.382386, iou_loss = 0.139267, total_loss = 0.521653 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.574624), count: 3, class_loss = 0.040769, iou_loss = 0.047330, total_loss = 0.088099 \n",
            " total_bbox = 174186, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2254: 0.211927, 0.253327 avg loss, 0.002610 rate, 1.470773 seconds, 144256 images, 204.166779 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763678), count: 79, class_loss = 0.482576, iou_loss = 0.161818, total_loss = 0.644394 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449405), count: 2, class_loss = 0.019862, iou_loss = 0.016471, total_loss = 0.036333 \n",
            " total_bbox = 174266, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2255: 0.251649, 0.253159 avg loss, 0.002610 rate, 1.484612 seconds, 144320 images, 204.159676 hours left\n",
            "Loaded: 0.000156 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772701), count: 76, class_loss = 0.428853, iou_loss = 0.149324, total_loss = 0.578176 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.476237), count: 2, class_loss = 0.027933, iou_loss = 0.014263, total_loss = 0.042196 \n",
            " total_bbox = 174344, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2256: 0.228804, 0.250724 avg loss, 0.002610 rate, 1.467219 seconds, 144384 images, 204.171772 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772408), count: 74, class_loss = 0.494592, iou_loss = 0.165686, total_loss = 0.660278 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.435624), count: 5, class_loss = 0.070443, iou_loss = 0.044898, total_loss = 0.115341 \n",
            " total_bbox = 174423, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2257: 0.282951, 0.253946 avg loss, 0.002610 rate, 1.490517 seconds, 144448 images, 204.159731 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.745830), count: 83, class_loss = 0.549626, iou_loss = 0.231311, total_loss = 0.780937 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.506696), count: 3, class_loss = 0.031924, iou_loss = 0.038311, total_loss = 0.070235 \n",
            " total_bbox = 174508, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2258: 0.291183, 0.257670 avg loss, 0.002610 rate, 1.545900 seconds, 144512 images, 204.179950 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746240), count: 70, class_loss = 0.503670, iou_loss = 0.126422, total_loss = 0.630092 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.454123), count: 3, class_loss = 0.044096, iou_loss = 0.027843, total_loss = 0.071939 \n",
            " total_bbox = 174581, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2259: 0.274320, 0.259335 avg loss, 0.002610 rate, 1.462526 seconds, 144576 images, 204.276562 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782264), count: 77, class_loss = 0.433507, iou_loss = 0.183177, total_loss = 0.616684 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.629638), count: 2, class_loss = 0.026459, iou_loss = 0.046493, total_loss = 0.072952 \n",
            " total_bbox = 174660, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2260: 0.230304, 0.256432 avg loss, 0.002610 rate, 1.463498 seconds, 144640 images, 204.256888 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790025), count: 70, class_loss = 0.443008, iou_loss = 0.118737, total_loss = 0.561745 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001581, iou_loss = 0.000000, total_loss = 0.001581 \n",
            " total_bbox = 174730, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2261: 0.222409, 0.253030 avg loss, 0.002610 rate, 1.464473 seconds, 144704 images, 204.238765 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768882), count: 82, class_loss = 0.497538, iou_loss = 0.229917, total_loss = 0.727456 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.420147), count: 2, class_loss = 0.028018, iou_loss = 0.012760, total_loss = 0.040778 \n",
            " total_bbox = 174814, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2262: 0.263222, 0.254049 avg loss, 0.002610 rate, 1.495920 seconds, 144768 images, 204.222108 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.739944), count: 76, class_loss = 0.525809, iou_loss = 0.164288, total_loss = 0.690096 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.444232), count: 4, class_loss = 0.061913, iou_loss = 0.107618, total_loss = 0.169531 \n",
            " total_bbox = 174894, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2263: 0.294307, 0.258075 avg loss, 0.002610 rate, 1.485034 seconds, 144832 images, 204.249128 hours left\n",
            "Loaded: 0.000146 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774388), count: 86, class_loss = 0.548198, iou_loss = 0.239451, total_loss = 0.787649 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.632888), count: 4, class_loss = 0.052685, iou_loss = 0.104451, total_loss = 0.157136 \n",
            " total_bbox = 174984, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2264: 0.300765, 0.262344 avg loss, 0.002610 rate, 1.516608 seconds, 144896 images, 204.260826 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768111), count: 72, class_loss = 0.469800, iou_loss = 0.137372, total_loss = 0.607172 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.283298), count: 2, class_loss = 0.029402, iou_loss = 0.007725, total_loss = 0.037126 \n",
            " total_bbox = 175058, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2265: 0.250120, 0.261121 avg loss, 0.002610 rate, 1.466172 seconds, 144960 images, 204.316158 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763760), count: 82, class_loss = 0.531579, iou_loss = 0.222212, total_loss = 0.753791 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.442140), count: 2, class_loss = 0.026875, iou_loss = 0.033080, total_loss = 0.059955 \n",
            " total_bbox = 175141, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2266: 0.279661, 0.262975 avg loss, 0.002610 rate, 1.458409 seconds, 145024 images, 204.301109 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767815), count: 73, class_loss = 0.520269, iou_loss = 0.155911, total_loss = 0.676180 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.373789), count: 4, class_loss = 0.066612, iou_loss = 0.143420, total_loss = 0.210031 \n",
            " total_bbox = 175218, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2267: 0.293910, 0.266069 avg loss, 0.002610 rate, 1.496191 seconds, 145088 images, 204.275480 hours left\n",
            "Loaded: 0.000058 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764538), count: 79, class_loss = 0.471499, iou_loss = 0.153843, total_loss = 0.625342 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.338223), count: 1, class_loss = 0.015417, iou_loss = 0.003857, total_loss = 0.019273 \n",
            " total_bbox = 175298, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2268: 0.243949, 0.263857 avg loss, 0.002610 rate, 1.482643 seconds, 145152 images, 204.302372 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785407), count: 71, class_loss = 0.445252, iou_loss = 0.110574, total_loss = 0.555826 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.291358), count: 1, class_loss = 0.019926, iou_loss = 0.001590, total_loss = 0.021516 \n",
            " total_bbox = 175370, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2269: 0.233094, 0.260780 avg loss, 0.002610 rate, 1.484676 seconds, 145216 images, 204.310177 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766988), count: 73, class_loss = 0.516236, iou_loss = 0.098212, total_loss = 0.614448 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000074, iou_loss = 0.000000, total_loss = 0.000074 \n",
            " total_bbox = 175443, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2270: 0.258282, 0.260531 avg loss, 0.002610 rate, 1.488345 seconds, 145280 images, 204.320759 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.692372), count: 74, class_loss = 0.495244, iou_loss = 0.118360, total_loss = 0.613603 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.378967), count: 3, class_loss = 0.046711, iou_loss = 0.029737, total_loss = 0.076448 \n",
            " total_bbox = 175520, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2271: 0.271485, 0.261626 avg loss, 0.002610 rate, 1.503677 seconds, 145344 images, 204.336289 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.736811), count: 82, class_loss = 0.472685, iou_loss = 0.220613, total_loss = 0.693298 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.246225), count: 3, class_loss = 0.046564, iou_loss = 0.005349, total_loss = 0.051913 \n",
            " total_bbox = 175604, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2272: 0.260181, 0.261482 avg loss, 0.002610 rate, 1.460908 seconds, 145408 images, 204.372897 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.751704), count: 77, class_loss = 0.502754, iou_loss = 0.189216, total_loss = 0.691969 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.396081), count: 2, class_loss = 0.031873, iou_loss = 0.021432, total_loss = 0.053305 \n",
            " total_bbox = 175683, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2273: 0.267779, 0.262111 avg loss, 0.002610 rate, 1.471139 seconds, 145472 images, 204.349927 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.739202), count: 71, class_loss = 0.510231, iou_loss = 0.086623, total_loss = 0.596854 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.286811), count: 2, class_loss = 0.033670, iou_loss = 0.005940, total_loss = 0.039610 \n",
            " total_bbox = 175755, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2274: 0.272483, 0.263148 avg loss, 0.002610 rate, 1.484496 seconds, 145536 images, 204.341347 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754749), count: 89, class_loss = 0.481480, iou_loss = 0.272599, total_loss = 0.754079 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.448268), count: 6, class_loss = 0.087153, iou_loss = 0.065020, total_loss = 0.152173 \n",
            " total_bbox = 175850, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2275: 0.284752, 0.265309 avg loss, 0.002610 rate, 1.469183 seconds, 145600 images, 204.351369 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.740627), count: 77, class_loss = 0.490222, iou_loss = 0.143894, total_loss = 0.634116 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.451347), count: 2, class_loss = 0.027657, iou_loss = 0.011936, total_loss = 0.039593 \n",
            " total_bbox = 175928, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2276: 0.259382, 0.264716 avg loss, 0.002610 rate, 1.477194 seconds, 145664 images, 204.340105 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.733185), count: 73, class_loss = 0.512014, iou_loss = 0.129096, total_loss = 0.641109 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.243978), count: 1, class_loss = 0.009488, iou_loss = 0.003213, total_loss = 0.012701 \n",
            " total_bbox = 176001, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2277: 0.261310, 0.264376 avg loss, 0.002610 rate, 1.508705 seconds, 145728 images, 204.340043 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761309), count: 78, class_loss = 0.509779, iou_loss = 0.170103, total_loss = 0.679882 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.652261), count: 2, class_loss = 0.015852, iou_loss = 0.041410, total_loss = 0.057262 \n",
            " total_bbox = 176081, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2278: 0.263136, 0.264252 avg loss, 0.002610 rate, 1.467048 seconds, 145792 images, 204.383552 hours left\n",
            "Loaded: 0.000152 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.716053), count: 83, class_loss = 0.556672, iou_loss = 0.192068, total_loss = 0.748739 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.571294), count: 3, class_loss = 0.042674, iou_loss = 0.115212, total_loss = 0.157886 \n",
            " total_bbox = 176166, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2279: 0.300063, 0.267833 avg loss, 0.002610 rate, 1.474258 seconds, 145856 images, 204.368987 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756232), count: 78, class_loss = 0.468951, iou_loss = 0.144821, total_loss = 0.613771 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.585887), count: 1, class_loss = 0.008650, iou_loss = 0.013451, total_loss = 0.022101 \n",
            " total_bbox = 176244, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2280: 0.239160, 0.264965 avg loss, 0.002610 rate, 1.483281 seconds, 145920 images, 204.364609 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754352), count: 74, class_loss = 0.511572, iou_loss = 0.128621, total_loss = 0.640194 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.330425), count: 4, class_loss = 0.067452, iou_loss = 0.034161, total_loss = 0.101614 \n",
            " total_bbox = 176322, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2281: 0.290013, 0.267470 avg loss, 0.002610 rate, 1.477347 seconds, 145984 images, 204.372699 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767349), count: 72, class_loss = 0.479717, iou_loss = 0.127166, total_loss = 0.606884 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.701139), count: 2, class_loss = 0.027107, iou_loss = 0.066607, total_loss = 0.093714 \n",
            " total_bbox = 176396, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2282: 0.253703, 0.266093 avg loss, 0.002610 rate, 1.515768 seconds, 146048 images, 204.372433 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754248), count: 73, class_loss = 0.479707, iou_loss = 0.126145, total_loss = 0.605852 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.282658), count: 2, class_loss = 0.027555, iou_loss = 0.010292, total_loss = 0.037847 \n",
            " total_bbox = 176471, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2283: 0.254158, 0.264900 avg loss, 0.002610 rate, 1.497675 seconds, 146112 images, 204.425327 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.724928), count: 68, class_loss = 0.462642, iou_loss = 0.085369, total_loss = 0.548011 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.582654), count: 1, class_loss = 0.014248, iou_loss = 0.042563, total_loss = 0.056811 \n",
            " total_bbox = 176540, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2284: 0.238823, 0.262292 avg loss, 0.002610 rate, 1.472023 seconds, 146176 images, 204.452703 hours left\n",
            "Loaded: 0.000141 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.745952), count: 75, class_loss = 0.465662, iou_loss = 0.175103, total_loss = 0.640765 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.443027), count: 3, class_loss = 0.043821, iou_loss = 0.035103, total_loss = 0.078924 \n",
            " total_bbox = 176617, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2285: 0.255185, 0.261582 avg loss, 0.002610 rate, 1.466010 seconds, 146240 images, 204.444326 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752536), count: 74, class_loss = 0.599359, iou_loss = 0.132111, total_loss = 0.731471 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000742, iou_loss = 0.000000, total_loss = 0.000742 \n",
            " total_bbox = 176691, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2286: 0.300186, 0.265442 avg loss, 0.002610 rate, 1.463857 seconds, 146304 images, 204.427748 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769673), count: 73, class_loss = 0.427954, iou_loss = 0.148669, total_loss = 0.576622 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.382172), count: 3, class_loss = 0.041585, iou_loss = 0.028719, total_loss = 0.070304 \n",
            " total_bbox = 176767, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2287: 0.235233, 0.262421 avg loss, 0.002610 rate, 1.500483 seconds, 146368 images, 204.408262 hours left\n",
            "Loaded: 0.000053 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.723078), count: 83, class_loss = 0.651573, iou_loss = 0.232767, total_loss = 0.884340 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.582304), count: 3, class_loss = 0.047417, iou_loss = 0.062688, total_loss = 0.110106 \n",
            " total_bbox = 176853, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2288: 0.349875, 0.271167 avg loss, 0.002610 rate, 1.514846 seconds, 146432 images, 204.439649 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801027), count: 69, class_loss = 0.526031, iou_loss = 0.105918, total_loss = 0.631949 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.239688), count: 3, class_loss = 0.047981, iou_loss = 0.034951, total_loss = 0.082932 \n",
            " total_bbox = 176924, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2289: 0.287531, 0.272803 avg loss, 0.002610 rate, 1.469849 seconds, 146496 images, 204.490564 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783645), count: 81, class_loss = 0.463858, iou_loss = 0.192035, total_loss = 0.655892 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.458534), count: 3, class_loss = 0.038466, iou_loss = 0.019840, total_loss = 0.058306 \n",
            " total_bbox = 177008, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2290: 0.251576, 0.270680 avg loss, 0.002610 rate, 1.481517 seconds, 146560 images, 204.478791 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795388), count: 73, class_loss = 0.369208, iou_loss = 0.137420, total_loss = 0.506627 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.132892), count: 2, class_loss = 0.028077, iou_loss = 0.002640, total_loss = 0.030717 \n",
            " total_bbox = 177083, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2291: 0.199228, 0.263535 avg loss, 0.002610 rate, 1.497924 seconds, 146624 images, 204.483232 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.749197), count: 72, class_loss = 0.497295, iou_loss = 0.117213, total_loss = 0.614509 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.364540), count: 2, class_loss = 0.031492, iou_loss = 0.027147, total_loss = 0.058639 \n",
            " total_bbox = 177157, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2292: 0.264878, 0.263669 avg loss, 0.002610 rate, 1.526907 seconds, 146688 images, 204.510324 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766286), count: 74, class_loss = 0.497563, iou_loss = 0.157575, total_loss = 0.655138 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.185905), count: 1, class_loss = 0.014832, iou_loss = 0.000955, total_loss = 0.015787 \n",
            " total_bbox = 177231, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2293: 0.256770, 0.262980 avg loss, 0.002610 rate, 1.491410 seconds, 146752 images, 204.577219 hours left\n",
            "Loaded: 0.000123 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793104), count: 80, class_loss = 0.341231, iou_loss = 0.215011, total_loss = 0.556243 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.382297), count: 5, class_loss = 0.063666, iou_loss = 0.027529, total_loss = 0.091195 \n",
            " total_bbox = 177316, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2294: 0.202900, 0.256972 avg loss, 0.002610 rate, 1.475932 seconds, 146816 images, 204.594379 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790807), count: 79, class_loss = 0.443256, iou_loss = 0.203330, total_loss = 0.646585 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.631153), count: 1, class_loss = 0.012114, iou_loss = 0.015866, total_loss = 0.027981 \n",
            " total_bbox = 177396, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2295: 0.228001, 0.254074 avg loss, 0.002610 rate, 1.487831 seconds, 146880 images, 204.590020 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794973), count: 70, class_loss = 0.437614, iou_loss = 0.122858, total_loss = 0.560472 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000064, iou_loss = 0.000000, total_loss = 0.000064 \n",
            " total_bbox = 177466, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2296: 0.218951, 0.250562 avg loss, 0.002610 rate, 1.499662 seconds, 146944 images, 204.602066 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.747431), count: 74, class_loss = 0.408899, iou_loss = 0.122045, total_loss = 0.530944 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.708876), count: 2, class_loss = 0.023823, iou_loss = 0.039256, total_loss = 0.063079 \n",
            " total_bbox = 177541, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2297: 0.216658, 0.247172 avg loss, 0.002610 rate, 1.486633 seconds, 147008 images, 204.630311 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.736669), count: 74, class_loss = 0.448277, iou_loss = 0.125629, total_loss = 0.573906 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.413239), count: 6, class_loss = 0.088702, iou_loss = 0.041003, total_loss = 0.129705 \n",
            " total_bbox = 177620, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2298: 0.268954, 0.249350 avg loss, 0.002610 rate, 1.470407 seconds, 147072 images, 204.640266 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.740741), count: 74, class_loss = 0.576874, iou_loss = 0.096183, total_loss = 0.673057 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.280832), count: 2, class_loss = 0.054351, iou_loss = 0.016944, total_loss = 0.071296 \n",
            " total_bbox = 177696, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2299: 0.316148, 0.256030 avg loss, 0.002610 rate, 1.477359 seconds, 147136 images, 204.627696 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784842), count: 69, class_loss = 0.438711, iou_loss = 0.098824, total_loss = 0.537535 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.510482), count: 1, class_loss = 0.012289, iou_loss = 0.008871, total_loss = 0.021161 \n",
            " total_bbox = 177766, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2300: 0.225886, 0.253015 avg loss, 0.002610 rate, 1.501584 seconds, 147200 images, 204.624839 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767494), count: 77, class_loss = 0.548910, iou_loss = 0.180054, total_loss = 0.728963 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.265623), count: 7, class_loss = 0.097669, iou_loss = 0.020380, total_loss = 0.118049 \n",
            " total_bbox = 177850, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2301: 0.323818, 0.260096 avg loss, 0.002610 rate, 1.066610 seconds, 147264 images, 204.655528 hours left\n",
            "Loaded: 0.000136 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.765123), count: 75, class_loss = 0.514989, iou_loss = 0.180517, total_loss = 0.695506 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.670911), count: 3, class_loss = 0.033899, iou_loss = 0.055913, total_loss = 0.089812 \n",
            " total_bbox = 177927, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2302: 0.274752, 0.261561 avg loss, 0.002610 rate, 1.498799 seconds, 147328 images, 204.084329 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766845), count: 77, class_loss = 0.431641, iou_loss = 0.147972, total_loss = 0.579613 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.457717), count: 2, class_loss = 0.036828, iou_loss = 0.012026, total_loss = 0.048854 \n",
            " total_bbox = 178006, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2303: 0.234659, 0.258871 avg loss, 0.002610 rate, 1.460036 seconds, 147392 images, 204.116623 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.741336), count: 73, class_loss = 0.385826, iou_loss = 0.150266, total_loss = 0.536093 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.273329), count: 3, class_loss = 0.047489, iou_loss = 0.017994, total_loss = 0.065483 \n",
            " total_bbox = 178082, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2304: 0.217197, 0.254704 avg loss, 0.002610 rate, 1.502164 seconds, 147456 images, 204.094919 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755254), count: 68, class_loss = 0.479175, iou_loss = 0.104873, total_loss = 0.584048 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.154790), count: 2, class_loss = 0.030225, iou_loss = 0.001814, total_loss = 0.032039 \n",
            " total_bbox = 178152, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2305: 0.255296, 0.254763 avg loss, 0.002610 rate, 1.554112 seconds, 147520 images, 204.131719 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774909), count: 78, class_loss = 0.458415, iou_loss = 0.208850, total_loss = 0.667264 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000262, iou_loss = 0.000000, total_loss = 0.000262 \n",
            " total_bbox = 178228, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2306: 0.229462, 0.252233 avg loss, 0.002610 rate, 1.463446 seconds, 147584 images, 204.239945 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771499), count: 83, class_loss = 0.425644, iou_loss = 0.224605, total_loss = 0.650249 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.547845), count: 5, class_loss = 0.073526, iou_loss = 0.102687, total_loss = 0.176213 \n",
            " total_bbox = 178316, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2307: 0.249958, 0.252005 avg loss, 0.002610 rate, 1.480684 seconds, 147648 images, 204.221709 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776308), count: 83, class_loss = 0.484664, iou_loss = 0.248574, total_loss = 0.733238 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.477292), count: 4, class_loss = 0.054201, iou_loss = 0.082194, total_loss = 0.136395 \n",
            " total_bbox = 178403, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2308: 0.269841, 0.253789 avg loss, 0.002610 rate, 1.489455 seconds, 147712 images, 204.227471 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761106), count: 71, class_loss = 0.426725, iou_loss = 0.096095, total_loss = 0.522821 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000568, iou_loss = 0.000000, total_loss = 0.000568 \n",
            " total_bbox = 178474, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2309: 0.213777, 0.249788 avg loss, 0.002610 rate, 1.493753 seconds, 147776 images, 204.245335 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779050), count: 79, class_loss = 0.410620, iou_loss = 0.248802, total_loss = 0.659421 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.394778), count: 4, class_loss = 0.051201, iou_loss = 0.024212, total_loss = 0.075413 \n",
            " total_bbox = 178557, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2310: 0.231362, 0.247945 avg loss, 0.002610 rate, 1.472115 seconds, 147840 images, 204.268966 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774610), count: 80, class_loss = 0.434910, iou_loss = 0.158673, total_loss = 0.593582 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.334584), count: 1, class_loss = 0.016225, iou_loss = 0.030859, total_loss = 0.047084 \n",
            " total_bbox = 178638, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2311: 0.226054, 0.245756 avg loss, 0.002610 rate, 1.476137 seconds, 147904 images, 204.262445 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766806), count: 72, class_loss = 0.424300, iou_loss = 0.143692, total_loss = 0.567992 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.488791), count: 3, class_loss = 0.042916, iou_loss = 0.043452, total_loss = 0.086368 \n",
            " total_bbox = 178712, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2312: 0.234015, 0.244582 avg loss, 0.002610 rate, 1.466867 seconds, 147968 images, 204.261488 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793171), count: 77, class_loss = 0.488707, iou_loss = 0.188252, total_loss = 0.676959 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.679518), count: 2, class_loss = 0.026305, iou_loss = 0.048994, total_loss = 0.075299 \n",
            " total_bbox = 178790, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2313: 0.257794, 0.245903 avg loss, 0.002610 rate, 1.462247 seconds, 148032 images, 204.247714 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790860), count: 75, class_loss = 0.507876, iou_loss = 0.159131, total_loss = 0.667007 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.552861), count: 3, class_loss = 0.036723, iou_loss = 0.040680, total_loss = 0.077403 \n",
            " total_bbox = 178867, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2314: 0.272658, 0.248579 avg loss, 0.002610 rate, 1.455173 seconds, 148096 images, 204.227756 hours left\n",
            "Loaded: 0.000126 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753426), count: 86, class_loss = 0.474047, iou_loss = 0.209586, total_loss = 0.683633 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.356387), count: 3, class_loss = 0.043969, iou_loss = 0.017086, total_loss = 0.061055 \n",
            " total_bbox = 178955, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2315: 0.259495, 0.249670 avg loss, 0.002610 rate, 1.477061 seconds, 148160 images, 204.198198 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786424), count: 72, class_loss = 0.374164, iou_loss = 0.134587, total_loss = 0.508751 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000569, iou_loss = 0.000000, total_loss = 0.000569 \n",
            " total_bbox = 179027, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2316: 0.187483, 0.243452 avg loss, 0.002610 rate, 1.461836 seconds, 148224 images, 204.199233 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798586), count: 81, class_loss = 0.439447, iou_loss = 0.259677, total_loss = 0.699124 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.454770), count: 5, class_loss = 0.069878, iou_loss = 0.059771, total_loss = 0.129650 \n",
            " total_bbox = 179112, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2317: 0.255071, 0.244613 avg loss, 0.002610 rate, 1.469050 seconds, 148288 images, 204.179116 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778940), count: 71, class_loss = 0.412383, iou_loss = 0.117083, total_loss = 0.529466 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.559153), count: 1, class_loss = 0.013471, iou_loss = 0.017026, total_loss = 0.030497 \n",
            " total_bbox = 179184, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2318: 0.213289, 0.241481 avg loss, 0.002610 rate, 1.471059 seconds, 148352 images, 204.169212 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761055), count: 65, class_loss = 0.472411, iou_loss = 0.128975, total_loss = 0.601385 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.464839), count: 4, class_loss = 0.059659, iou_loss = 0.033384, total_loss = 0.093043 \n",
            " total_bbox = 179253, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2319: 0.266458, 0.243979 avg loss, 0.002610 rate, 1.495577 seconds, 148416 images, 204.162195 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764033), count: 80, class_loss = 0.555841, iou_loss = 0.202024, total_loss = 0.757865 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.644885), count: 2, class_loss = 0.017693, iou_loss = 0.044208, total_loss = 0.061901 \n",
            " total_bbox = 179334, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2320: 0.287090, 0.248290 avg loss, 0.002610 rate, 1.474617 seconds, 148480 images, 204.189138 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785539), count: 72, class_loss = 0.453952, iou_loss = 0.141083, total_loss = 0.595036 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.261410), count: 3, class_loss = 0.039736, iou_loss = 0.006119, total_loss = 0.045855 \n",
            " total_bbox = 179408, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2321: 0.247365, 0.248197 avg loss, 0.002610 rate, 1.475225 seconds, 148544 images, 204.186858 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788319), count: 74, class_loss = 0.406423, iou_loss = 0.154472, total_loss = 0.560896 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.581932), count: 3, class_loss = 0.034823, iou_loss = 0.049277, total_loss = 0.084100 \n",
            " total_bbox = 179482, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2322: 0.220968, 0.245474 avg loss, 0.002610 rate, 1.473398 seconds, 148608 images, 204.185414 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799923), count: 70, class_loss = 0.430594, iou_loss = 0.136125, total_loss = 0.566719 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.371599), count: 1, class_loss = 0.016523, iou_loss = 0.003400, total_loss = 0.019923 \n",
            " total_bbox = 179552, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2323: 0.224012, 0.243328 avg loss, 0.002610 rate, 1.517602 seconds, 148672 images, 204.181467 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.744646), count: 73, class_loss = 0.576745, iou_loss = 0.140048, total_loss = 0.716792 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.414178), count: 1, class_loss = 0.012921, iou_loss = 0.004911, total_loss = 0.017832 \n",
            " total_bbox = 179626, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2324: 0.295293, 0.248525 avg loss, 0.002610 rate, 1.472185 seconds, 148736 images, 204.238642 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754355), count: 80, class_loss = 0.506420, iou_loss = 0.166005, total_loss = 0.672425 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.673738), count: 1, class_loss = 0.016088, iou_loss = 0.054834, total_loss = 0.070923 \n",
            " total_bbox = 179707, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2325: 0.261567, 0.249829 avg loss, 0.002610 rate, 1.517149 seconds, 148800 images, 204.232422 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780011), count: 74, class_loss = 0.413142, iou_loss = 0.162938, total_loss = 0.576080 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.380088), count: 3, class_loss = 0.046688, iou_loss = 0.017893, total_loss = 0.064581 \n",
            " total_bbox = 179783, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2326: 0.230374, 0.247883 avg loss, 0.002610 rate, 1.471286 seconds, 148864 images, 204.288490 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780977), count: 69, class_loss = 0.436125, iou_loss = 0.102969, total_loss = 0.539094 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.304563), count: 2, class_loss = 0.032902, iou_loss = 0.018526, total_loss = 0.051428 \n",
            " total_bbox = 179854, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2327: 0.235014, 0.246596 avg loss, 0.002610 rate, 1.471473 seconds, 148928 images, 204.280549 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752580), count: 78, class_loss = 0.588649, iou_loss = 0.186218, total_loss = 0.774868 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.427670), count: 3, class_loss = 0.044527, iou_loss = 0.026414, total_loss = 0.070942 \n",
            " total_bbox = 179935, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2328: 0.317037, 0.253640 avg loss, 0.002610 rate, 1.459549 seconds, 148992 images, 204.272923 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760270), count: 79, class_loss = 0.458424, iou_loss = 0.198145, total_loss = 0.656569 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.374376), count: 4, class_loss = 0.059543, iou_loss = 0.022465, total_loss = 0.082008 \n",
            " total_bbox = 180018, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2329: 0.259457, 0.254222 avg loss, 0.002610 rate, 1.479929 seconds, 149056 images, 204.248901 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774605), count: 78, class_loss = 0.490280, iou_loss = 0.184277, total_loss = 0.674556 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.391799), count: 2, class_loss = 0.030385, iou_loss = 0.027432, total_loss = 0.057817 \n",
            " total_bbox = 180098, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2330: 0.260788, 0.254879 avg loss, 0.002610 rate, 1.491007 seconds, 149120 images, 204.253313 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808279), count: 78, class_loss = 0.449454, iou_loss = 0.198872, total_loss = 0.648326 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.297343), count: 5, class_loss = 0.066334, iou_loss = 0.063280, total_loss = 0.129615 \n",
            " total_bbox = 180181, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2331: 0.258383, 0.255229 avg loss, 0.002610 rate, 1.469803 seconds, 149184 images, 204.272983 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780932), count: 72, class_loss = 0.403409, iou_loss = 0.131781, total_loss = 0.535190 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.393274), count: 2, class_loss = 0.019768, iou_loss = 0.013252, total_loss = 0.033019 \n",
            " total_bbox = 180254, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2332: 0.212040, 0.250910 avg loss, 0.002610 rate, 1.498122 seconds, 149248 images, 204.263136 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778182), count: 75, class_loss = 0.365095, iou_loss = 0.197782, total_loss = 0.562876 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.582098), count: 3, class_loss = 0.038641, iou_loss = 0.051476, total_loss = 0.090117 \n",
            " total_bbox = 180332, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2333: 0.202218, 0.246041 avg loss, 0.002610 rate, 1.476442 seconds, 149312 images, 204.292481 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781344), count: 70, class_loss = 0.458197, iou_loss = 0.097529, total_loss = 0.555726 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001716, iou_loss = 0.000000, total_loss = 0.001716 \n",
            " total_bbox = 180400, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2334: 0.230076, 0.244444 avg loss, 0.002610 rate, 1.474938 seconds, 149376 images, 204.291595 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784198), count: 75, class_loss = 0.358557, iou_loss = 0.148423, total_loss = 0.506980 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.410381), count: 4, class_loss = 0.054760, iou_loss = 0.061260, total_loss = 0.116020 \n",
            " total_bbox = 180479, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2335: 0.207099, 0.240710 avg loss, 0.002610 rate, 1.499946 seconds, 149440 images, 204.288646 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785992), count: 81, class_loss = 0.397065, iou_loss = 0.248554, total_loss = 0.645619 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.423684), count: 4, class_loss = 0.073080, iou_loss = 0.095766, total_loss = 0.168846 \n",
            " total_bbox = 180562, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2336: 0.235505, 0.240189 avg loss, 0.002610 rate, 1.467436 seconds, 149504 images, 204.320295 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780671), count: 76, class_loss = 0.481097, iou_loss = 0.184416, total_loss = 0.665513 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.283436), count: 3, class_loss = 0.040029, iou_loss = 0.019703, total_loss = 0.059732 \n",
            " total_bbox = 180640, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2337: 0.261075, 0.242278 avg loss, 0.002610 rate, 1.489882 seconds, 149568 images, 204.306664 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760104), count: 71, class_loss = 0.463692, iou_loss = 0.108766, total_loss = 0.572459 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.461405), count: 3, class_loss = 0.044923, iou_loss = 0.028148, total_loss = 0.073071 \n",
            " total_bbox = 180713, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2338: 0.254733, 0.243524 avg loss, 0.002610 rate, 1.475434 seconds, 149632 images, 204.324226 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766215), count: 71, class_loss = 0.369801, iou_loss = 0.139090, total_loss = 0.508891 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.436060), count: 2, class_loss = 0.028900, iou_loss = 0.020814, total_loss = 0.049714 \n",
            " total_bbox = 180786, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2339: 0.199787, 0.239150 avg loss, 0.002610 rate, 1.496316 seconds, 149696 images, 204.321576 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755937), count: 73, class_loss = 0.379785, iou_loss = 0.125041, total_loss = 0.504825 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.378016), count: 4, class_loss = 0.072448, iou_loss = 0.038341, total_loss = 0.110789 \n",
            " total_bbox = 180861, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2340: 0.226590, 0.237894 avg loss, 0.002610 rate, 1.503372 seconds, 149760 images, 204.347887 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.739744), count: 75, class_loss = 0.447534, iou_loss = 0.144142, total_loss = 0.591675 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.396968), count: 4, class_loss = 0.060287, iou_loss = 0.032236, total_loss = 0.092522 \n",
            " total_bbox = 180940, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2341: 0.254382, 0.239543 avg loss, 0.002610 rate, 1.463183 seconds, 149824 images, 204.383656 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755477), count: 75, class_loss = 0.539478, iou_loss = 0.145105, total_loss = 0.684583 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.415977), count: 1, class_loss = 0.016672, iou_loss = 0.004001, total_loss = 0.020673 \n",
            " total_bbox = 181014, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2342: 0.278528, 0.243441 avg loss, 0.002610 rate, 1.472056 seconds, 149888 images, 204.363477 hours left\n",
            "Loaded: 0.000054 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.759800), count: 84, class_loss = 0.490719, iou_loss = 0.203205, total_loss = 0.693924 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.523135), count: 1, class_loss = 0.008314, iou_loss = 0.008728, total_loss = 0.017042 \n",
            " total_bbox = 181099, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2343: 0.249909, 0.244088 avg loss, 0.002610 rate, 1.470503 seconds, 149952 images, 204.355727 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782896), count: 71, class_loss = 0.394481, iou_loss = 0.109583, total_loss = 0.504064 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.543333), count: 2, class_loss = 0.030845, iou_loss = 0.037521, total_loss = 0.068366 \n",
            " total_bbox = 181172, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2344: 0.213031, 0.240982 avg loss, 0.002610 rate, 1.488555 seconds, 150016 images, 204.345895 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770559), count: 69, class_loss = 0.462289, iou_loss = 0.095414, total_loss = 0.557703 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000239, iou_loss = 0.000000, total_loss = 0.000239 \n",
            " total_bbox = 181241, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2345: 0.231389, 0.240023 avg loss, 0.002610 rate, 1.487475 seconds, 150080 images, 204.361192 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763975), count: 80, class_loss = 0.407277, iou_loss = 0.183451, total_loss = 0.590728 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.172104), count: 4, class_loss = 0.057671, iou_loss = 0.045935, total_loss = 0.103605 \n",
            " total_bbox = 181325, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2346: 0.233055, 0.239326 avg loss, 0.002610 rate, 1.473533 seconds, 150144 images, 204.374873 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761521), count: 74, class_loss = 0.607648, iou_loss = 0.123868, total_loss = 0.731516 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.039430), count: 1, class_loss = 0.019839, iou_loss = 0.000349, total_loss = 0.020188 \n",
            " total_bbox = 181400, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2347: 0.314399, 0.246834 avg loss, 0.002610 rate, 1.519133 seconds, 150208 images, 204.369076 hours left\n",
            "Loaded: 0.000118 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778093), count: 76, class_loss = 0.547425, iou_loss = 0.160028, total_loss = 0.707453 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.528426), count: 4, class_loss = 0.055473, iou_loss = 0.126297, total_loss = 0.181770 \n",
            " total_bbox = 181477, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2348: 0.301828, 0.252333 avg loss, 0.002610 rate, 1.456681 seconds, 150272 images, 204.426429 hours left\n",
            "Loaded: 0.000137 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760003), count: 70, class_loss = 0.494703, iou_loss = 0.100335, total_loss = 0.595038 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.203029), count: 1, class_loss = 0.018487, iou_loss = 0.002533, total_loss = 0.021021 \n",
            " total_bbox = 181548, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2349: 0.257162, 0.252816 avg loss, 0.002610 rate, 1.498736 seconds, 150336 images, 204.396839 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760250), count: 80, class_loss = 0.526144, iou_loss = 0.165754, total_loss = 0.691898 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.286522), count: 2, class_loss = 0.031265, iou_loss = 0.006092, total_loss = 0.037357 \n",
            " total_bbox = 181630, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2350: 0.279226, 0.255457 avg loss, 0.002610 rate, 1.469767 seconds, 150400 images, 204.425727 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776333), count: 75, class_loss = 0.354074, iou_loss = 0.147935, total_loss = 0.502010 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.333225), count: 1, class_loss = 0.015475, iou_loss = 0.006030, total_loss = 0.021506 \n",
            " total_bbox = 181706, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2351: 0.185262, 0.248437 avg loss, 0.002610 rate, 1.502035 seconds, 150464 images, 204.414199 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774940), count: 86, class_loss = 0.533085, iou_loss = 0.243731, total_loss = 0.776816 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.376646), count: 3, class_loss = 0.046072, iou_loss = 0.024888, total_loss = 0.070960 \n",
            " total_bbox = 181795, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2352: 0.290043, 0.252598 avg loss, 0.002610 rate, 1.469238 seconds, 150528 images, 204.447443 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758286), count: 79, class_loss = 0.445483, iou_loss = 0.189783, total_loss = 0.635266 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.124868), count: 1, class_loss = 0.015872, iou_loss = 0.001052, total_loss = 0.016925 \n",
            " total_bbox = 181875, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2353: 0.231288, 0.250467 avg loss, 0.002610 rate, 1.495338 seconds, 150592 images, 204.434911 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769311), count: 72, class_loss = 0.364178, iou_loss = 0.117204, total_loss = 0.481381 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.002975, iou_loss = 0.000000, total_loss = 0.002975 \n",
            " total_bbox = 181945, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2354: 0.183703, 0.243791 avg loss, 0.002610 rate, 1.505877 seconds, 150656 images, 204.458661 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761087), count: 75, class_loss = 0.517484, iou_loss = 0.148650, total_loss = 0.666134 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.425903), count: 1, class_loss = 0.014533, iou_loss = 0.004328, total_loss = 0.018861 \n",
            " total_bbox = 182021, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2355: 0.266454, 0.246057 avg loss, 0.002610 rate, 1.473444 seconds, 150720 images, 204.496718 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771076), count: 82, class_loss = 0.399063, iou_loss = 0.254273, total_loss = 0.653336 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000284, iou_loss = 0.000000, total_loss = 0.000284 \n",
            " total_bbox = 182102, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2356: 0.199798, 0.241431 avg loss, 0.002610 rate, 1.470486 seconds, 150784 images, 204.489542 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787031), count: 82, class_loss = 0.430540, iou_loss = 0.249045, total_loss = 0.679585 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.611952), count: 2, class_loss = 0.029480, iou_loss = 0.037304, total_loss = 0.066784 \n",
            " total_bbox = 182185, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2357: 0.230339, 0.240322 avg loss, 0.002610 rate, 1.523171 seconds, 150848 images, 204.478333 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776566), count: 68, class_loss = 0.413085, iou_loss = 0.112779, total_loss = 0.525864 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.497826), count: 2, class_loss = 0.028910, iou_loss = 0.032550, total_loss = 0.061459 \n",
            " total_bbox = 182255, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2358: 0.221394, 0.238429 avg loss, 0.002610 rate, 1.477476 seconds, 150912 images, 204.540104 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769375), count: 71, class_loss = 0.472590, iou_loss = 0.133147, total_loss = 0.605737 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.371140), count: 2, class_loss = 0.023271, iou_loss = 0.018079, total_loss = 0.041350 \n",
            " total_bbox = 182327, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2359: 0.248401, 0.239426 avg loss, 0.002610 rate, 1.458299 seconds, 150976 images, 204.538067 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758035), count: 83, class_loss = 0.535452, iou_loss = 0.253715, total_loss = 0.789167 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.275754), count: 5, class_loss = 0.086274, iou_loss = 0.040468, total_loss = 0.126743 \n",
            " total_bbox = 182413, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2360: 0.311391, 0.246623 avg loss, 0.002610 rate, 1.471955 seconds, 151040 images, 204.509509 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.734297), count: 85, class_loss = 0.515495, iou_loss = 0.232852, total_loss = 0.748347 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.433546), count: 4, class_loss = 0.047704, iou_loss = 0.034883, total_loss = 0.082587 \n",
            " total_bbox = 182501, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2361: 0.282055, 0.250166 avg loss, 0.002610 rate, 1.464883 seconds, 151104 images, 204.500119 hours left\n",
            "Loaded: 0.000132 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772366), count: 73, class_loss = 0.557071, iou_loss = 0.150391, total_loss = 0.707463 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.496461), count: 1, class_loss = 0.012445, iou_loss = 0.007439, total_loss = 0.019884 \n",
            " total_bbox = 182574, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2362: 0.285158, 0.253665 avg loss, 0.002610 rate, 1.459796 seconds, 151168 images, 204.481039 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.759117), count: 72, class_loss = 0.486494, iou_loss = 0.107887, total_loss = 0.594381 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.141187), count: 3, class_loss = 0.060354, iou_loss = 0.120682, total_loss = 0.181036 \n",
            " total_bbox = 182647, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2363: 0.274025, 0.255701 avg loss, 0.002610 rate, 1.504512 seconds, 151232 images, 204.455175 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776917), count: 77, class_loss = 0.504934, iou_loss = 0.227472, total_loss = 0.732406 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.512035), count: 1, class_loss = 0.028591, iou_loss = 0.007539, total_loss = 0.036129 \n",
            " total_bbox = 182725, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2364: 0.267151, 0.256846 avg loss, 0.002610 rate, 1.483752 seconds, 151296 images, 204.491371 hours left\n",
            "Loaded: 0.000131 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788485), count: 72, class_loss = 0.480641, iou_loss = 0.127992, total_loss = 0.608632 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001949, iou_loss = 0.000000, total_loss = 0.001949 \n",
            " total_bbox = 182796, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2365: 0.241410, 0.255303 avg loss, 0.002610 rate, 1.464427 seconds, 151360 images, 204.498492 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746483), count: 80, class_loss = 0.402246, iou_loss = 0.169504, total_loss = 0.571750 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000254, iou_loss = 0.000000, total_loss = 0.000254 \n",
            " total_bbox = 182876, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2366: 0.201389, 0.249911 avg loss, 0.002610 rate, 1.455700 seconds, 151424 images, 204.478867 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772456), count: 75, class_loss = 0.359450, iou_loss = 0.124681, total_loss = 0.484131 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.421511), count: 2, class_loss = 0.025024, iou_loss = 0.012147, total_loss = 0.037171 \n",
            " total_bbox = 182952, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2367: 0.192678, 0.244188 avg loss, 0.002610 rate, 1.468742 seconds, 151488 images, 204.447285 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775418), count: 72, class_loss = 0.432534, iou_loss = 0.144270, total_loss = 0.576804 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.038658), count: 1, class_loss = 0.106213, iou_loss = 0.000303, total_loss = 0.106516 \n",
            " total_bbox = 183025, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2368: 0.270022, 0.246771 avg loss, 0.002610 rate, 1.484112 seconds, 151552 images, 204.434030 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780237), count: 71, class_loss = 0.544171, iou_loss = 0.117675, total_loss = 0.661845 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.420281), count: 1, class_loss = 0.015158, iou_loss = 0.004417, total_loss = 0.019574 \n",
            " total_bbox = 183097, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2369: 0.280101, 0.250104 avg loss, 0.002610 rate, 1.477388 seconds, 151616 images, 204.442157 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773667), count: 68, class_loss = 0.417612, iou_loss = 0.108656, total_loss = 0.526267 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.493797), count: 2, class_loss = 0.032956, iou_loss = 0.034658, total_loss = 0.067614 \n",
            " total_bbox = 183166, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2370: 0.225685, 0.247662 avg loss, 0.002610 rate, 1.474362 seconds, 151680 images, 204.440908 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.743253), count: 72, class_loss = 0.462922, iou_loss = 0.126578, total_loss = 0.589500 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n",
            " total_bbox = 183237, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2371: 0.231622, 0.246058 avg loss, 0.002610 rate, 1.497201 seconds, 151744 images, 204.435486 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781092), count: 73, class_loss = 0.478267, iou_loss = 0.148241, total_loss = 0.626508 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.739832), count: 1, class_loss = 0.015735, iou_loss = 0.028486, total_loss = 0.044221 \n",
            " total_bbox = 183311, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2372: 0.247263, 0.246179 avg loss, 0.002610 rate, 1.472634 seconds, 151808 images, 204.461714 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786174), count: 70, class_loss = 0.406902, iou_loss = 0.101228, total_loss = 0.508129 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000195, iou_loss = 0.000000, total_loss = 0.000195 \n",
            " total_bbox = 183381, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2373: 0.203665, 0.241927 avg loss, 0.002610 rate, 1.530827 seconds, 151872 images, 204.453708 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769587), count: 80, class_loss = 0.409178, iou_loss = 0.169858, total_loss = 0.579036 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.610238), count: 1, class_loss = 0.015606, iou_loss = 0.011663, total_loss = 0.027269 \n",
            " total_bbox = 183462, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2374: 0.212731, 0.239008 avg loss, 0.002610 rate, 1.496287 seconds, 151936 images, 204.526242 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753872), count: 68, class_loss = 0.519232, iou_loss = 0.099364, total_loss = 0.618596 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.359987), count: 1, class_loss = 0.015365, iou_loss = 0.005261, total_loss = 0.020626 \n",
            " total_bbox = 183531, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2375: 0.267783, 0.241885 avg loss, 0.002610 rate, 1.484339 seconds, 152000 images, 204.550300 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772103), count: 78, class_loss = 0.386168, iou_loss = 0.184293, total_loss = 0.570461 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.346195), count: 6, class_loss = 0.105215, iou_loss = 0.044442, total_loss = 0.149657 \n",
            " total_bbox = 183615, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2376: 0.246174, 0.242314 avg loss, 0.002610 rate, 1.463430 seconds, 152064 images, 204.557582 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787069), count: 78, class_loss = 0.482967, iou_loss = 0.155547, total_loss = 0.638514 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.391041), count: 1, class_loss = 0.015733, iou_loss = 0.003327, total_loss = 0.019060 \n",
            " total_bbox = 183692, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2377: 0.249800, 0.243063 avg loss, 0.002610 rate, 1.455972 seconds, 152128 images, 204.535871 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778012), count: 68, class_loss = 0.495984, iou_loss = 0.127899, total_loss = 0.623883 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.391618), count: 3, class_loss = 0.046989, iou_loss = 0.014128, total_loss = 0.061117 \n",
            " total_bbox = 183763, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2378: 0.271941, 0.245950 avg loss, 0.002610 rate, 1.494559 seconds, 152192 images, 204.504065 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781271), count: 69, class_loss = 0.437925, iou_loss = 0.120167, total_loss = 0.558092 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.049952), count: 1, class_loss = 0.015550, iou_loss = 0.000155, total_loss = 0.015705 \n",
            " total_bbox = 183833, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2379: 0.227377, 0.244093 avg loss, 0.002610 rate, 1.467061 seconds, 152256 images, 204.525920 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761993), count: 73, class_loss = 0.516755, iou_loss = 0.134483, total_loss = 0.651238 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.515049), count: 2, class_loss = 0.023869, iou_loss = 0.027321, total_loss = 0.051189 \n",
            " total_bbox = 183908, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2380: 0.270707, 0.246755 avg loss, 0.002610 rate, 1.465068 seconds, 152320 images, 204.509584 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779704), count: 71, class_loss = 0.514938, iou_loss = 0.156779, total_loss = 0.671717 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.543563), count: 4, class_loss = 0.054893, iou_loss = 0.060953, total_loss = 0.115846 \n",
            " total_bbox = 183983, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2381: 0.285286, 0.250608 avg loss, 0.002610 rate, 1.461279 seconds, 152384 images, 204.490573 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802129), count: 73, class_loss = 0.508409, iou_loss = 0.170422, total_loss = 0.678831 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.472194), count: 2, class_loss = 0.029954, iou_loss = 0.019812, total_loss = 0.049765 \n",
            " total_bbox = 184057, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2382: 0.269578, 0.252505 avg loss, 0.002610 rate, 1.507104 seconds, 152448 images, 204.466549 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790744), count: 75, class_loss = 0.369187, iou_loss = 0.185464, total_loss = 0.554651 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.662044), count: 4, class_loss = 0.046215, iou_loss = 0.071577, total_loss = 0.117792 \n",
            " total_bbox = 184136, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2383: 0.208000, 0.248054 avg loss, 0.002610 rate, 1.466834 seconds, 152512 images, 204.506151 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774885), count: 74, class_loss = 0.473938, iou_loss = 0.132348, total_loss = 0.606286 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449994), count: 2, class_loss = 0.019736, iou_loss = 0.020675, total_loss = 0.040411 \n",
            " total_bbox = 184212, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2384: 0.247261, 0.247975 avg loss, 0.002610 rate, 1.458517 seconds, 152576 images, 204.489645 hours left\n",
            "Loaded: 0.000129 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761465), count: 69, class_loss = 0.510070, iou_loss = 0.108017, total_loss = 0.618087 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.312688), count: 3, class_loss = 0.043858, iou_loss = 0.013980, total_loss = 0.057838 \n",
            " total_bbox = 184284, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2385: 0.277470, 0.250924 avg loss, 0.002610 rate, 1.502853 seconds, 152640 images, 204.461803 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784868), count: 79, class_loss = 0.391837, iou_loss = 0.199456, total_loss = 0.591294 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.394560), count: 3, class_loss = 0.050262, iou_loss = 0.030567, total_loss = 0.080829 \n",
            " total_bbox = 184366, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2386: 0.221499, 0.247982 avg loss, 0.002610 rate, 1.460915 seconds, 152704 images, 204.495570 hours left\n",
            "Loaded: 0.000126 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792092), count: 74, class_loss = 0.446620, iou_loss = 0.175804, total_loss = 0.622424 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.525940), count: 1, class_loss = 0.016561, iou_loss = 0.015057, total_loss = 0.031617 \n",
            " total_bbox = 184440, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2387: 0.231963, 0.246380 avg loss, 0.002610 rate, 1.482399 seconds, 152768 images, 204.470931 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776568), count: 75, class_loss = 0.469608, iou_loss = 0.173547, total_loss = 0.643156 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000531, iou_loss = 0.000000, total_loss = 0.000531 \n",
            " total_bbox = 184515, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2388: 0.235192, 0.245261 avg loss, 0.002610 rate, 1.482011 seconds, 152832 images, 204.476311 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752640), count: 75, class_loss = 0.454035, iou_loss = 0.168688, total_loss = 0.622723 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.003268, iou_loss = 0.000000, total_loss = 0.003268 \n",
            " total_bbox = 184589, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2389: 0.228787, 0.243614 avg loss, 0.002610 rate, 1.479740 seconds, 152896 images, 204.481039 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783270), count: 80, class_loss = 0.437095, iou_loss = 0.208036, total_loss = 0.645130 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.063887), count: 3, class_loss = 0.056512, iou_loss = 0.002622, total_loss = 0.059134 \n",
            " total_bbox = 184672, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2390: 0.247434, 0.243996 avg loss, 0.002610 rate, 1.462518 seconds, 152960 images, 204.482558 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800934), count: 72, class_loss = 0.413096, iou_loss = 0.147835, total_loss = 0.560931 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.536828), count: 4, class_loss = 0.048556, iou_loss = 0.101116, total_loss = 0.149672 \n",
            " total_bbox = 184747, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2391: 0.231188, 0.242715 avg loss, 0.002610 rate, 1.459600 seconds, 153024 images, 204.460275 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782903), count: 73, class_loss = 0.387441, iou_loss = 0.141425, total_loss = 0.528867 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.671347), count: 1, class_loss = 0.014276, iou_loss = 0.036718, total_loss = 0.050993 \n",
            " total_bbox = 184820, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2392: 0.201157, 0.238559 avg loss, 0.002610 rate, 1.474108 seconds, 153088 images, 204.434177 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769940), count: 76, class_loss = 0.400981, iou_loss = 0.191446, total_loss = 0.592427 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.540984), count: 3, class_loss = 0.038676, iou_loss = 0.053970, total_loss = 0.092646 \n",
            " total_bbox = 184897, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2393: 0.220205, 0.236724 avg loss, 0.002610 rate, 1.476324 seconds, 153152 images, 204.428381 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776735), count: 77, class_loss = 0.464690, iou_loss = 0.164312, total_loss = 0.629002 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.381286), count: 1, class_loss = 0.011099, iou_loss = 0.004603, total_loss = 0.015702 \n",
            " total_bbox = 184975, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2394: 0.238355, 0.236887 avg loss, 0.002610 rate, 1.495230 seconds, 153216 images, 204.425683 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784286), count: 78, class_loss = 0.473993, iou_loss = 0.178308, total_loss = 0.652301 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.516656), count: 2, class_loss = 0.022131, iou_loss = 0.020161, total_loss = 0.042292 \n",
            " total_bbox = 185055, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2395: 0.248444, 0.238043 avg loss, 0.002610 rate, 1.457473 seconds, 153280 images, 204.449191 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767210), count: 70, class_loss = 0.405471, iou_loss = 0.133751, total_loss = 0.539222 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.003993, iou_loss = 0.000000, total_loss = 0.003993 \n",
            " total_bbox = 185125, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2396: 0.204859, 0.234724 avg loss, 0.002610 rate, 1.495403 seconds, 153344 images, 204.420239 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760777), count: 73, class_loss = 0.353844, iou_loss = 0.153358, total_loss = 0.507202 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.592131), count: 1, class_loss = 0.016119, iou_loss = 0.092177, total_loss = 0.108296 \n",
            " total_bbox = 185198, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2397: 0.185336, 0.229785 avg loss, 0.002610 rate, 1.475670 seconds, 153408 images, 204.444035 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775237), count: 88, class_loss = 0.537777, iou_loss = 0.279557, total_loss = 0.817334 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.387033), count: 5, class_loss = 0.068678, iou_loss = 0.033796, total_loss = 0.102474 \n",
            " total_bbox = 185291, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2398: 0.303686, 0.237175 avg loss, 0.002610 rate, 1.461210 seconds, 153472 images, 204.440271 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776855), count: 67, class_loss = 0.417423, iou_loss = 0.121596, total_loss = 0.539020 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.626013), count: 1, class_loss = 0.017230, iou_loss = 0.045078, total_loss = 0.062308 \n",
            " total_bbox = 185359, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2399: 0.217653, 0.235223 avg loss, 0.002610 rate, 1.464649 seconds, 153536 images, 204.416582 hours left\n",
            "Loaded: 0.000131 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774254), count: 72, class_loss = 0.578252, iou_loss = 0.127224, total_loss = 0.705476 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.316862), count: 3, class_loss = 0.045402, iou_loss = 0.010648, total_loss = 0.056050 \n",
            " total_bbox = 185431, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2400: 0.312324, 0.242933 avg loss, 0.002610 rate, 1.501916 seconds, 153600 images, 204.397892 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762182), count: 76, class_loss = 0.494620, iou_loss = 0.156889, total_loss = 0.651509 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345045), count: 2, class_loss = 0.030225, iou_loss = 0.017178, total_loss = 0.047403 \n",
            " total_bbox = 185509, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2401: 0.262911, 0.244931 avg loss, 0.002610 rate, 1.056518 seconds, 153664 images, 204.430955 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798376), count: 74, class_loss = 0.413545, iou_loss = 0.135263, total_loss = 0.548808 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.340923), count: 4, class_loss = 0.056360, iou_loss = 0.032408, total_loss = 0.088768 \n",
            " total_bbox = 185586, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2402: 0.235423, 0.243980 avg loss, 0.002610 rate, 1.458667 seconds, 153728 images, 203.847772 hours left\n",
            "Loaded: 0.000126 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800916), count: 74, class_loss = 0.403974, iou_loss = 0.172049, total_loss = 0.576023 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.352207), count: 4, class_loss = 0.049713, iou_loss = 0.028657, total_loss = 0.078370 \n",
            " total_bbox = 185664, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2403: 0.227307, 0.242313 avg loss, 0.002610 rate, 1.511728 seconds, 153792 images, 203.826478 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789994), count: 72, class_loss = 0.382610, iou_loss = 0.132935, total_loss = 0.515545 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.347467), count: 2, class_loss = 0.017207, iou_loss = 0.007214, total_loss = 0.024421 \n",
            " total_bbox = 185738, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2404: 0.200380, 0.238120 avg loss, 0.002610 rate, 1.455945 seconds, 153856 images, 203.878794 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767594), count: 79, class_loss = 0.492384, iou_loss = 0.158688, total_loss = 0.651072 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.699763), count: 1, class_loss = 0.018746, iou_loss = 0.018331, total_loss = 0.037076 \n",
            " total_bbox = 185816, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2405: 0.255856, 0.239893 avg loss, 0.002610 rate, 1.537815 seconds, 153920 images, 203.853433 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785192), count: 80, class_loss = 0.377923, iou_loss = 0.274706, total_loss = 0.652630 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.497454), count: 3, class_loss = 0.041122, iou_loss = 0.025053, total_loss = 0.066175 \n",
            " total_bbox = 185897, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2406: 0.209915, 0.236896 avg loss, 0.002610 rate, 1.498917 seconds, 153984 images, 203.941487 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.814864), count: 70, class_loss = 0.343429, iou_loss = 0.136349, total_loss = 0.479778 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.497783), count: 3, class_loss = 0.035422, iou_loss = 0.049619, total_loss = 0.085041 \n",
            " total_bbox = 185970, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2407: 0.189801, 0.232186 avg loss, 0.002610 rate, 1.510811 seconds, 154048 images, 203.974879 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784901), count: 70, class_loss = 0.446160, iou_loss = 0.142911, total_loss = 0.589070 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462615), count: 6, class_loss = 0.081974, iou_loss = 0.089542, total_loss = 0.171516 \n",
            " total_bbox = 186046, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2408: 0.264478, 0.235415 avg loss, 0.002610 rate, 1.474532 seconds, 154112 images, 204.024420 hours left\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755061), count: 74, class_loss = 0.498614, iou_loss = 0.166326, total_loss = 0.664940 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.616473), count: 3, class_loss = 0.035094, iou_loss = 0.063392, total_loss = 0.098485 \n",
            " total_bbox = 186123, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2409: 0.267198, 0.238594 avg loss, 0.002610 rate, 1.467654 seconds, 154176 images, 204.023294 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769751), count: 83, class_loss = 0.443096, iou_loss = 0.207915, total_loss = 0.651011 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.392501), count: 5, class_loss = 0.057734, iou_loss = 0.043379, total_loss = 0.101113 \n",
            " total_bbox = 186209, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2410: 0.250873, 0.239821 avg loss, 0.002610 rate, 1.472466 seconds, 154240 images, 204.012669 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789862), count: 76, class_loss = 0.538425, iou_loss = 0.155060, total_loss = 0.693485 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.504372), count: 1, class_loss = 0.013777, iou_loss = 0.014703, total_loss = 0.028480 \n",
            " total_bbox = 186285, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2411: 0.276487, 0.243488 avg loss, 0.002610 rate, 1.467211 seconds, 154304 images, 204.008760 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786722), count: 78, class_loss = 0.429616, iou_loss = 0.158905, total_loss = 0.588521 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.461915), count: 3, class_loss = 0.033134, iou_loss = 0.039021, total_loss = 0.072154 \n",
            " total_bbox = 186364, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2412: 0.231786, 0.242318 avg loss, 0.002610 rate, 1.463378 seconds, 154368 images, 203.997650 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.739682), count: 69, class_loss = 0.544021, iou_loss = 0.160247, total_loss = 0.704268 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000968, iou_loss = 0.000000, total_loss = 0.000968 \n",
            " total_bbox = 186431, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2413: 0.272637, 0.245350 avg loss, 0.002610 rate, 1.481807 seconds, 154432 images, 203.981331 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787740), count: 75, class_loss = 0.551870, iou_loss = 0.160219, total_loss = 0.712089 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.436636), count: 7, class_loss = 0.087216, iou_loss = 0.068218, total_loss = 0.155435 \n",
            " total_bbox = 186513, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2414: 0.319967, 0.252811 avg loss, 0.002610 rate, 1.487318 seconds, 154496 images, 203.990643 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753723), count: 81, class_loss = 0.471567, iou_loss = 0.191775, total_loss = 0.663342 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.322846), count: 1, class_loss = 0.033318, iou_loss = 0.002312, total_loss = 0.035630 \n",
            " total_bbox = 186595, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2415: 0.252948, 0.252825 avg loss, 0.002610 rate, 1.495040 seconds, 154560 images, 204.007492 hours left\n",
            "Loaded: 0.000200 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778619), count: 79, class_loss = 0.496428, iou_loss = 0.149855, total_loss = 0.646282 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345848), count: 4, class_loss = 0.049076, iou_loss = 0.021334, total_loss = 0.070410 \n",
            " total_bbox = 186678, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2416: 0.273231, 0.254866 avg loss, 0.002610 rate, 1.464817 seconds, 154624 images, 204.034868 hours left\n",
            "Loaded: 0.000125 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793381), count: 74, class_loss = 0.446475, iou_loss = 0.201520, total_loss = 0.647995 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.276913), count: 3, class_loss = 0.037043, iou_loss = 0.014628, total_loss = 0.051671 \n",
            " total_bbox = 186755, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2417: 0.242267, 0.253606 avg loss, 0.002610 rate, 1.496775 seconds, 154688 images, 204.020283 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763841), count: 75, class_loss = 0.411617, iou_loss = 0.211041, total_loss = 0.622658 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.343755), count: 2, class_loss = 0.013235, iou_loss = 0.013163, total_loss = 0.026398 \n",
            " total_bbox = 186832, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2418: 0.212914, 0.249537 avg loss, 0.002610 rate, 1.459827 seconds, 154752 images, 204.049930 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778262), count: 76, class_loss = 0.417921, iou_loss = 0.152350, total_loss = 0.570272 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.252540), count: 2, class_loss = 0.021438, iou_loss = 0.003130, total_loss = 0.024568 \n",
            " total_bbox = 186910, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2419: 0.220210, 0.246604 avg loss, 0.002610 rate, 1.478227 seconds, 154816 images, 204.028142 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768357), count: 74, class_loss = 0.453481, iou_loss = 0.173482, total_loss = 0.626963 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.184609), count: 3, class_loss = 0.029710, iou_loss = 0.002966, total_loss = 0.032676 \n",
            " total_bbox = 186986, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2420: 0.242168, 0.246160 avg loss, 0.002610 rate, 1.525351 seconds, 154880 images, 204.032028 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768116), count: 75, class_loss = 0.442440, iou_loss = 0.172358, total_loss = 0.614799 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462334), count: 5, class_loss = 0.073625, iou_loss = 0.096273, total_loss = 0.169897 \n",
            " total_bbox = 187066, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2421: 0.258453, 0.247390 avg loss, 0.002610 rate, 1.483396 seconds, 154944 images, 204.101034 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783167), count: 77, class_loss = 0.570120, iou_loss = 0.205303, total_loss = 0.775423 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.394496), count: 2, class_loss = 0.029365, iou_loss = 0.019714, total_loss = 0.049079 \n",
            " total_bbox = 187145, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2422: 0.300192, 0.252670 avg loss, 0.002610 rate, 1.503543 seconds, 155008 images, 204.111346 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776862), count: 76, class_loss = 0.479385, iou_loss = 0.200910, total_loss = 0.680295 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.442902), count: 6, class_loss = 0.070496, iou_loss = 0.234562, total_loss = 0.305058 \n",
            " total_bbox = 187227, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2423: 0.275367, 0.254940 avg loss, 0.002610 rate, 1.463429 seconds, 155072 images, 204.149407 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778619), count: 86, class_loss = 0.544464, iou_loss = 0.300678, total_loss = 0.845142 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.413479), count: 6, class_loss = 0.081277, iou_loss = 0.052936, total_loss = 0.134214 \n",
            " total_bbox = 187319, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2424: 0.313313, 0.260777 avg loss, 0.002610 rate, 1.465247 seconds, 155136 images, 204.131599 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768617), count: 74, class_loss = 0.361220, iou_loss = 0.167884, total_loss = 0.529104 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001134, iou_loss = 0.000000, total_loss = 0.001134 \n",
            " total_bbox = 187392, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2425: 0.181303, 0.252830 avg loss, 0.002610 rate, 1.471935 seconds, 155200 images, 204.116457 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781005), count: 77, class_loss = 0.432913, iou_loss = 0.169056, total_loss = 0.601969 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462092), count: 2, class_loss = 0.022392, iou_loss = 0.016884, total_loss = 0.039276 \n",
            " total_bbox = 187471, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2426: 0.228066, 0.250353 avg loss, 0.002610 rate, 1.500471 seconds, 155264 images, 204.110774 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800021), count: 72, class_loss = 0.455165, iou_loss = 0.185246, total_loss = 0.640411 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000581, iou_loss = 0.000000, total_loss = 0.000581 \n",
            " total_bbox = 187543, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2427: 0.227982, 0.248116 avg loss, 0.002610 rate, 1.465784 seconds, 155328 images, 204.144522 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781647), count: 70, class_loss = 0.504385, iou_loss = 0.119916, total_loss = 0.624301 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.290378), count: 4, class_loss = 0.047494, iou_loss = 0.013943, total_loss = 0.061436 \n",
            " total_bbox = 187613, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2428: 0.276447, 0.250949 avg loss, 0.002610 rate, 1.452194 seconds, 155392 images, 204.130021 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771034), count: 80, class_loss = 0.449694, iou_loss = 0.252954, total_loss = 0.702648 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.479235), count: 3, class_loss = 0.041437, iou_loss = 0.031254, total_loss = 0.072690 \n",
            " total_bbox = 187696, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2429: 0.245975, 0.250452 avg loss, 0.002610 rate, 1.510992 seconds, 155456 images, 204.096804 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788883), count: 80, class_loss = 0.355648, iou_loss = 0.212190, total_loss = 0.567839 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.187297), count: 3, class_loss = 0.037840, iou_loss = 0.002820, total_loss = 0.040660 \n",
            " total_bbox = 187779, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2430: 0.197304, 0.245137 avg loss, 0.002610 rate, 1.458326 seconds, 155520 images, 204.145274 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775478), count: 73, class_loss = 0.523092, iou_loss = 0.133181, total_loss = 0.656273 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.524747), count: 2, class_loss = 0.032037, iou_loss = 0.027583, total_loss = 0.059620 \n",
            " total_bbox = 187851, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2431: 0.277947, 0.248418 avg loss, 0.002610 rate, 1.458639 seconds, 155584 images, 204.120407 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754465), count: 77, class_loss = 0.419106, iou_loss = 0.160402, total_loss = 0.579507 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.430072), count: 4, class_loss = 0.046744, iou_loss = 0.033813, total_loss = 0.080557 \n",
            " total_bbox = 187932, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2432: 0.233371, 0.246913 avg loss, 0.002610 rate, 1.466961 seconds, 155648 images, 204.096187 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752559), count: 80, class_loss = 0.493230, iou_loss = 0.176453, total_loss = 0.669683 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.569426), count: 2, class_loss = 0.017676, iou_loss = 0.027000, total_loss = 0.044676 \n",
            " total_bbox = 188014, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2433: 0.255824, 0.247804 avg loss, 0.002610 rate, 1.474442 seconds, 155712 images, 204.083753 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755279), count: 70, class_loss = 0.483186, iou_loss = 0.162915, total_loss = 0.646101 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.295972), count: 1, class_loss = 0.014772, iou_loss = 0.002930, total_loss = 0.017701 \n",
            " total_bbox = 188085, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2434: 0.249498, 0.247974 avg loss, 0.002610 rate, 1.506381 seconds, 155776 images, 204.081788 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786199), count: 75, class_loss = 0.473323, iou_loss = 0.144895, total_loss = 0.618217 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.183511), count: 1, class_loss = 0.016629, iou_loss = 0.017485, total_loss = 0.034114 \n",
            " total_bbox = 188160, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2435: 0.245539, 0.247730 avg loss, 0.002610 rate, 1.497528 seconds, 155840 images, 204.123983 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774719), count: 78, class_loss = 0.469133, iou_loss = 0.152570, total_loss = 0.621703 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.708512), count: 1, class_loss = 0.010759, iou_loss = 0.024293, total_loss = 0.035052 \n",
            " total_bbox = 188239, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2436: 0.240229, 0.246980 avg loss, 0.002610 rate, 1.498264 seconds, 155904 images, 204.153524 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746319), count: 81, class_loss = 0.492551, iou_loss = 0.194777, total_loss = 0.687329 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.743782), count: 3, class_loss = 0.039842, iou_loss = 0.076105, total_loss = 0.115947 \n",
            " total_bbox = 188322, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2437: 0.266476, 0.248930 avg loss, 0.002610 rate, 1.476593 seconds, 155968 images, 204.183789 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801306), count: 75, class_loss = 0.383011, iou_loss = 0.198028, total_loss = 0.581039 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.237037), count: 1, class_loss = 0.015492, iou_loss = 0.001058, total_loss = 0.016550 \n",
            " total_bbox = 188397, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2438: 0.199778, 0.244014 avg loss, 0.002610 rate, 1.461079 seconds, 156032 images, 204.183799 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780912), count: 71, class_loss = 0.485286, iou_loss = 0.105852, total_loss = 0.591139 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            " total_bbox = 188468, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2439: 0.242771, 0.243890 avg loss, 0.002610 rate, 1.466194 seconds, 156096 images, 204.162298 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771795), count: 70, class_loss = 0.471506, iou_loss = 0.100058, total_loss = 0.571564 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.388257), count: 3, class_loss = 0.046438, iou_loss = 0.026726, total_loss = 0.073164 \n",
            " total_bbox = 188541, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2440: 0.259431, 0.245444 avg loss, 0.002610 rate, 1.508838 seconds, 156160 images, 204.148105 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.750140), count: 71, class_loss = 0.457004, iou_loss = 0.136070, total_loss = 0.593075 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.484258), count: 3, class_loss = 0.045601, iou_loss = 0.029385, total_loss = 0.074986 \n",
            " total_bbox = 188614, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2441: 0.251722, 0.246072 avg loss, 0.002610 rate, 1.499230 seconds, 156224 images, 204.193014 hours left\n",
            "Loaded: 0.000159 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756463), count: 75, class_loss = 0.371406, iou_loss = 0.142424, total_loss = 0.513830 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.810719), count: 1, class_loss = 0.010121, iou_loss = 0.030595, total_loss = 0.040716 \n",
            " total_bbox = 188690, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2442: 0.191000, 0.240565 avg loss, 0.002610 rate, 1.475062 seconds, 156288 images, 204.224155 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802390), count: 73, class_loss = 0.362874, iou_loss = 0.168741, total_loss = 0.531615 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.572240), count: 4, class_loss = 0.054513, iou_loss = 0.111862, total_loss = 0.166375 \n",
            " total_bbox = 188767, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2443: 0.209035, 0.237412 avg loss, 0.002610 rate, 1.471994 seconds, 156352 images, 204.221692 hours left\n",
            "Loaded: 0.000140 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783590), count: 70, class_loss = 0.320674, iou_loss = 0.111255, total_loss = 0.431929 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.488765), count: 3, class_loss = 0.043123, iou_loss = 0.032183, total_loss = 0.075306 \n",
            " total_bbox = 188840, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2444: 0.182297, 0.231900 avg loss, 0.002610 rate, 1.474590 seconds, 156416 images, 204.214934 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.807073), count: 68, class_loss = 0.429729, iou_loss = 0.101917, total_loss = 0.531646 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.138931), count: 1, class_loss = 0.015584, iou_loss = 0.000510, total_loss = 0.016094 \n",
            " total_bbox = 188908, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2445: 0.223233, 0.231034 avg loss, 0.002610 rate, 1.503295 seconds, 156480 images, 204.211863 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760362), count: 75, class_loss = 0.450813, iou_loss = 0.138353, total_loss = 0.589166 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.361096), count: 3, class_loss = 0.048958, iou_loss = 0.028847, total_loss = 0.077805 \n",
            " total_bbox = 188981, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2446: 0.250366, 0.232967 avg loss, 0.002610 rate, 1.488437 seconds, 156544 images, 204.248452 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780670), count: 77, class_loss = 0.375198, iou_loss = 0.181062, total_loss = 0.556261 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.036435, iou_loss = 0.000000, total_loss = 0.036435 \n",
            " total_bbox = 189058, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2447: 0.205937, 0.230264 avg loss, 0.002610 rate, 1.481009 seconds, 156608 images, 204.264146 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.810463), count: 81, class_loss = 0.308169, iou_loss = 0.241426, total_loss = 0.549595 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.672764), count: 2, class_loss = 0.022470, iou_loss = 0.113357, total_loss = 0.135827 \n",
            " total_bbox = 189141, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2448: 0.165602, 0.223798 avg loss, 0.002610 rate, 1.477355 seconds, 156672 images, 204.269390 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797393), count: 72, class_loss = 0.379385, iou_loss = 0.128152, total_loss = 0.507537 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.452784), count: 1, class_loss = 0.009583, iou_loss = 0.008469, total_loss = 0.018052 \n",
            " total_bbox = 189214, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2449: 0.194894, 0.220907 avg loss, 0.002610 rate, 1.470736 seconds, 156736 images, 204.269517 hours left\n",
            "Loaded: 0.000141 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766040), count: 81, class_loss = 0.441718, iou_loss = 0.201990, total_loss = 0.643708 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.512437), count: 1, class_loss = 0.016089, iou_loss = 0.007613, total_loss = 0.023702 \n",
            " total_bbox = 189296, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2450: 0.229298, 0.221746 avg loss, 0.002610 rate, 1.489567 seconds, 156800 images, 204.260514 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774111), count: 77, class_loss = 0.471065, iou_loss = 0.211259, total_loss = 0.682325 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.730693), count: 2, class_loss = 0.022857, iou_loss = 0.051028, total_loss = 0.073885 \n",
            " total_bbox = 189375, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2451: 0.247232, 0.224295 avg loss, 0.002610 rate, 1.482991 seconds, 156864 images, 204.277692 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.812072), count: 71, class_loss = 0.406643, iou_loss = 0.121413, total_loss = 0.528056 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432015), count: 3, class_loss = 0.045278, iou_loss = 0.024235, total_loss = 0.069512 \n",
            " total_bbox = 189449, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2452: 0.226374, 0.224503 avg loss, 0.002610 rate, 1.494341 seconds, 156928 images, 204.285554 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778208), count: 74, class_loss = 0.412246, iou_loss = 0.158863, total_loss = 0.571109 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.362208), count: 3, class_loss = 0.042159, iou_loss = 0.025662, total_loss = 0.067821 \n",
            " total_bbox = 189526, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2453: 0.227672, 0.224820 avg loss, 0.002610 rate, 1.455283 seconds, 156992 images, 204.308957 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776308), count: 71, class_loss = 0.473986, iou_loss = 0.107195, total_loss = 0.581181 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.522498), count: 3, class_loss = 0.044224, iou_loss = 0.047988, total_loss = 0.092212 \n",
            " total_bbox = 189599, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2454: 0.259488, 0.228287 avg loss, 0.002610 rate, 1.479713 seconds, 157056 images, 204.278156 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790247), count: 81, class_loss = 0.342818, iou_loss = 0.204872, total_loss = 0.547690 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.524152), count: 4, class_loss = 0.061381, iou_loss = 0.074671, total_loss = 0.136052 \n",
            " total_bbox = 189684, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2455: 0.202474, 0.225705 avg loss, 0.002610 rate, 1.465639 seconds, 157120 images, 204.281394 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796527), count: 65, class_loss = 0.304486, iou_loss = 0.120988, total_loss = 0.425474 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000045, iou_loss = 0.000000, total_loss = 0.000045 \n",
            " total_bbox = 189748, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2456: 0.152377, 0.218373 avg loss, 0.002610 rate, 1.457322 seconds, 157184 images, 204.265213 hours left\n",
            "Loaded: 0.000123 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774610), count: 87, class_loss = 0.416313, iou_loss = 0.228557, total_loss = 0.644870 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.629026), count: 3, class_loss = 0.045868, iou_loss = 0.103115, total_loss = 0.148983 \n",
            " total_bbox = 189837, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2457: 0.231417, 0.219677 avg loss, 0.002610 rate, 1.490469 seconds, 157248 images, 204.237666 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774850), count: 66, class_loss = 0.550685, iou_loss = 0.110875, total_loss = 0.661560 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000165, iou_loss = 0.000000, total_loss = 0.000165 \n",
            " total_bbox = 189902, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2458: 0.275548, 0.225264 avg loss, 0.002610 rate, 1.496604 seconds, 157312 images, 204.256248 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797662), count: 64, class_loss = 0.342341, iou_loss = 0.085015, total_loss = 0.427355 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.380437), count: 5, class_loss = 0.077028, iou_loss = 0.051626, total_loss = 0.128654 \n",
            " total_bbox = 189970, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2459: 0.210134, 0.223751 avg loss, 0.002610 rate, 1.478709 seconds, 157376 images, 204.283055 hours left\n",
            "Loaded: 0.000125 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791150), count: 76, class_loss = 0.462732, iou_loss = 0.226114, total_loss = 0.688847 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.714578), count: 2, class_loss = 0.023239, iou_loss = 0.046478, total_loss = 0.069717 \n",
            " total_bbox = 190048, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2460: 0.243256, 0.225702 avg loss, 0.002610 rate, 1.477945 seconds, 157440 images, 204.284872 hours left\n",
            "Loaded: 0.000141 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773046), count: 77, class_loss = 0.411395, iou_loss = 0.192562, total_loss = 0.603957 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.818874), count: 1, class_loss = 0.017253, iou_loss = 0.027767, total_loss = 0.045021 \n",
            " total_bbox = 190126, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2461: 0.214547, 0.224586 avg loss, 0.002610 rate, 1.499558 seconds, 157504 images, 204.285688 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771006), count: 78, class_loss = 0.383713, iou_loss = 0.176671, total_loss = 0.560385 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.350798), count: 3, class_loss = 0.041457, iou_loss = 0.029814, total_loss = 0.071271 \n",
            " total_bbox = 190206, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2462: 0.213066, 0.223434 avg loss, 0.002610 rate, 1.457936 seconds, 157568 images, 204.316363 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772786), count: 75, class_loss = 0.359364, iou_loss = 0.151603, total_loss = 0.510967 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.471955), count: 2, class_loss = 0.028108, iou_loss = 0.014846, total_loss = 0.042953 \n",
            " total_bbox = 190283, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2463: 0.194149, 0.220506 avg loss, 0.002610 rate, 1.475951 seconds, 157632 images, 204.289078 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788787), count: 73, class_loss = 0.515169, iou_loss = 0.185274, total_loss = 0.700442 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.434657), count: 4, class_loss = 0.054132, iou_loss = 0.057499, total_loss = 0.111630 \n",
            " total_bbox = 190359, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2464: 0.285075, 0.226963 avg loss, 0.002610 rate, 1.463059 seconds, 157696 images, 204.287038 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779024), count: 76, class_loss = 0.519574, iou_loss = 0.170017, total_loss = 0.689591 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.593706), count: 3, class_loss = 0.033773, iou_loss = 0.052539, total_loss = 0.086312 \n",
            " total_bbox = 190438, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2465: 0.277017, 0.231968 avg loss, 0.002610 rate, 1.500235 seconds, 157760 images, 204.267138 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776095), count: 64, class_loss = 0.430006, iou_loss = 0.062461, total_loss = 0.492468 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000442, iou_loss = 0.000000, total_loss = 0.000442 \n",
            " total_bbox = 190501, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2466: 0.215346, 0.230306 avg loss, 0.002610 rate, 1.454872 seconds, 157824 images, 204.298871 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746702), count: 81, class_loss = 0.580231, iou_loss = 0.202319, total_loss = 0.782550 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.490168), count: 4, class_loss = 0.054476, iou_loss = 0.048564, total_loss = 0.103039 \n",
            " total_bbox = 190586, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2467: 0.317771, 0.239052 avg loss, 0.002610 rate, 1.488623 seconds, 157888 images, 204.267553 hours left\n",
            "Loaded: 0.000135 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772051), count: 76, class_loss = 0.473415, iou_loss = 0.177805, total_loss = 0.651220 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462593), count: 5, class_loss = 0.070089, iou_loss = 0.067188, total_loss = 0.137277 \n",
            " total_bbox = 190667, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2468: 0.272170, 0.242364 avg loss, 0.002610 rate, 1.498934 seconds, 157952 images, 204.283198 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778560), count: 79, class_loss = 0.441081, iou_loss = 0.201581, total_loss = 0.642662 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.132816), count: 1, class_loss = 0.026325, iou_loss = 0.001032, total_loss = 0.027357 \n",
            " total_bbox = 190746, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2469: 0.234299, 0.241558 avg loss, 0.002610 rate, 1.480018 seconds, 158016 images, 204.313000 hours left\n",
            "Loaded: 0.000138 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782144), count: 76, class_loss = 0.540562, iou_loss = 0.153153, total_loss = 0.693715 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.591848), count: 4, class_loss = 0.052211, iou_loss = 0.118263, total_loss = 0.170474 \n",
            " total_bbox = 190826, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2470: 0.296729, 0.247075 avg loss, 0.002610 rate, 1.469664 seconds, 158080 images, 204.316304 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762756), count: 76, class_loss = 0.547789, iou_loss = 0.133391, total_loss = 0.681180 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.351561), count: 3, class_loss = 0.034068, iou_loss = 0.051683, total_loss = 0.085752 \n",
            " total_bbox = 190905, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2471: 0.291413, 0.251509 avg loss, 0.002610 rate, 1.453450 seconds, 158144 images, 204.305319 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755182), count: 73, class_loss = 0.544094, iou_loss = 0.118218, total_loss = 0.662311 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.657883), count: 1, class_loss = 0.016466, iou_loss = 0.018638, total_loss = 0.035104 \n",
            " total_bbox = 190977, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2472: 0.280601, 0.254418 avg loss, 0.002610 rate, 1.462056 seconds, 158208 images, 204.271936 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777258), count: 76, class_loss = 0.368372, iou_loss = 0.197585, total_loss = 0.565957 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.427658), count: 7, class_loss = 0.112856, iou_loss = 0.199122, total_loss = 0.311979 \n",
            " total_bbox = 191060, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2473: 0.241049, 0.253081 avg loss, 0.002610 rate, 1.512202 seconds, 158272 images, 204.250798 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784719), count: 74, class_loss = 0.405764, iou_loss = 0.179911, total_loss = 0.585675 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.469742), count: 8, class_loss = 0.157939, iou_loss = 0.132676, total_loss = 0.290615 \n",
            " total_bbox = 191142, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2474: 0.282259, 0.255999 avg loss, 0.002610 rate, 1.480687 seconds, 158336 images, 204.299194 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784402), count: 81, class_loss = 0.418183, iou_loss = 0.198197, total_loss = 0.616380 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.485997), count: 1, class_loss = 0.016692, iou_loss = 0.050846, total_loss = 0.067539 \n",
            " total_bbox = 191224, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2475: 0.217837, 0.252182 avg loss, 0.002610 rate, 1.484909 seconds, 158400 images, 204.303537 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787622), count: 78, class_loss = 0.382110, iou_loss = 0.167710, total_loss = 0.549819 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001259, iou_loss = 0.000000, total_loss = 0.001259 \n",
            " total_bbox = 191302, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2476: 0.191800, 0.246144 avg loss, 0.002610 rate, 1.464638 seconds, 158464 images, 204.313660 hours left\n",
            "Loaded: 0.000123 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754336), count: 74, class_loss = 0.441622, iou_loss = 0.119625, total_loss = 0.561246 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.471067), count: 3, class_loss = 0.035210, iou_loss = 0.029268, total_loss = 0.064478 \n",
            " total_bbox = 191379, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2477: 0.238839, 0.245414 avg loss, 0.002610 rate, 1.457585 seconds, 158528 images, 204.295652 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780718), count: 72, class_loss = 0.454059, iou_loss = 0.162461, total_loss = 0.616520 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.221182), count: 1, class_loss = 0.016319, iou_loss = 0.000845, total_loss = 0.017164 \n",
            " total_bbox = 191452, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2478: 0.235735, 0.244446 avg loss, 0.002610 rate, 1.493251 seconds, 158592 images, 204.268105 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775064), count: 74, class_loss = 0.391288, iou_loss = 0.151498, total_loss = 0.542785 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.371388), count: 3, class_loss = 0.030914, iou_loss = 0.022715, total_loss = 0.053629 \n",
            " total_bbox = 191529, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2479: 0.211568, 0.241158 avg loss, 0.002610 rate, 1.520429 seconds, 158656 images, 204.290128 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788521), count: 74, class_loss = 0.319782, iou_loss = 0.166106, total_loss = 0.485888 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.481790), count: 1, class_loss = 0.010072, iou_loss = 0.010179, total_loss = 0.020251 \n",
            " total_bbox = 191604, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2480: 0.165326, 0.233575 avg loss, 0.002610 rate, 1.471024 seconds, 158720 images, 204.349451 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.744107), count: 74, class_loss = 0.401369, iou_loss = 0.124084, total_loss = 0.525453 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.368380), count: 5, class_loss = 0.079413, iou_loss = 0.034918, total_loss = 0.114331 \n",
            " total_bbox = 191683, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2481: 0.240877, 0.234305 avg loss, 0.002610 rate, 1.483730 seconds, 158784 images, 204.339893 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782713), count: 80, class_loss = 0.444987, iou_loss = 0.198581, total_loss = 0.643568 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432737), count: 4, class_loss = 0.045583, iou_loss = 0.039446, total_loss = 0.085028 \n",
            " total_bbox = 191766, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2482: 0.245714, 0.235446 avg loss, 0.002610 rate, 1.506103 seconds, 158848 images, 204.347974 hours left\n",
            "Loaded: 0.000140 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780990), count: 77, class_loss = 0.456929, iou_loss = 0.178002, total_loss = 0.634931 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.611529), count: 2, class_loss = 0.019730, iou_loss = 0.038804, total_loss = 0.058533 \n",
            " total_bbox = 191844, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2483: 0.238662, 0.235767 avg loss, 0.002610 rate, 1.491030 seconds, 158912 images, 204.386911 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801721), count: 74, class_loss = 0.414599, iou_loss = 0.153484, total_loss = 0.568083 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.546380), count: 3, class_loss = 0.040512, iou_loss = 0.049670, total_loss = 0.090182 \n",
            " total_bbox = 191921, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2484: 0.227912, 0.234982 avg loss, 0.002610 rate, 1.494780 seconds, 158976 images, 204.404692 hours left\n",
            "Loaded: 0.000148 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768731), count: 74, class_loss = 0.433995, iou_loss = 0.149535, total_loss = 0.583530 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.296348), count: 2, class_loss = 0.042759, iou_loss = 0.058346, total_loss = 0.101105 \n",
            " total_bbox = 191997, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2485: 0.238888, 0.235373 avg loss, 0.002610 rate, 1.457193 seconds, 159040 images, 204.427394 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.738733), count: 76, class_loss = 0.390372, iou_loss = 0.154678, total_loss = 0.545050 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.351177), count: 7, class_loss = 0.093367, iou_loss = 0.062632, total_loss = 0.156000 \n",
            " total_bbox = 192079, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2486: 0.242367, 0.236072 avg loss, 0.002610 rate, 1.482694 seconds, 159104 images, 204.397990 hours left\n",
            "Loaded: 0.000118 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779303), count: 76, class_loss = 0.394294, iou_loss = 0.158565, total_loss = 0.552859 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.565105), count: 8, class_loss = 0.098502, iou_loss = 0.195265, total_loss = 0.293767 \n",
            " total_bbox = 192163, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2487: 0.246756, 0.237140 avg loss, 0.002610 rate, 1.497649 seconds, 159168 images, 204.404043 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.740624), count: 82, class_loss = 0.563892, iou_loss = 0.246682, total_loss = 0.810574 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.507186), count: 7, class_loss = 0.081401, iou_loss = 0.097037, total_loss = 0.178439 \n",
            " total_bbox = 192252, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2488: 0.323058, 0.245732 avg loss, 0.002610 rate, 1.492552 seconds, 159232 images, 204.430751 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780587), count: 72, class_loss = 0.447859, iou_loss = 0.149224, total_loss = 0.597082 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.599630), count: 2, class_loss = 0.030118, iou_loss = 0.035320, total_loss = 0.065438 \n",
            " total_bbox = 192324, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2489: 0.239327, 0.245092 avg loss, 0.002610 rate, 1.486694 seconds, 159296 images, 204.450116 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769468), count: 70, class_loss = 0.458857, iou_loss = 0.118862, total_loss = 0.577719 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.398483), count: 3, class_loss = 0.046396, iou_loss = 0.037784, total_loss = 0.084180 \n",
            " total_bbox = 192397, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2490: 0.253081, 0.245891 avg loss, 0.002610 rate, 1.464448 seconds, 159360 images, 204.461163 hours left\n",
            "Loaded: 0.000053 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794381), count: 76, class_loss = 0.565267, iou_loss = 0.191618, total_loss = 0.756885 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.655229), count: 3, class_loss = 0.046510, iou_loss = 0.072144, total_loss = 0.118655 \n",
            " total_bbox = 192476, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2491: 0.306190, 0.251921 avg loss, 0.002610 rate, 1.461792 seconds, 159424 images, 204.441384 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786161), count: 79, class_loss = 0.384148, iou_loss = 0.213598, total_loss = 0.597746 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.004361, iou_loss = 0.000000, total_loss = 0.004361 \n",
            " total_bbox = 192555, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2492: 0.194371, 0.246166 avg loss, 0.002610 rate, 1.457128 seconds, 159488 images, 204.418046 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785952), count: 74, class_loss = 0.440255, iou_loss = 0.158730, total_loss = 0.598985 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.611601), count: 4, class_loss = 0.067143, iou_loss = 0.121916, total_loss = 0.189059 \n",
            " total_bbox = 192632, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2493: 0.254028, 0.246952 avg loss, 0.002610 rate, 1.494216 seconds, 159552 images, 204.388543 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785084), count: 79, class_loss = 0.498692, iou_loss = 0.200359, total_loss = 0.699051 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.235206), count: 2, class_loss = 0.022449, iou_loss = 0.006037, total_loss = 0.028486 \n",
            " total_bbox = 192713, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2494: 0.261106, 0.248367 avg loss, 0.002610 rate, 1.460229 seconds, 159616 images, 204.410646 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779098), count: 80, class_loss = 0.461472, iou_loss = 0.237226, total_loss = 0.698697 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.319188), count: 4, class_loss = 0.057254, iou_loss = 0.027286, total_loss = 0.084540 \n",
            " total_bbox = 192796, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2495: 0.259856, 0.249516 avg loss, 0.002610 rate, 1.489494 seconds, 159680 images, 204.385515 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.807946), count: 69, class_loss = 0.437308, iou_loss = 0.107711, total_loss = 0.545019 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.416977), count: 1, class_loss = 0.016382, iou_loss = 0.015180, total_loss = 0.031562 \n",
            " total_bbox = 192866, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2496: 0.227269, 0.247291 avg loss, 0.002610 rate, 1.493633 seconds, 159744 images, 204.401070 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776567), count: 80, class_loss = 0.435409, iou_loss = 0.164251, total_loss = 0.599661 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000433, iou_loss = 0.000000, total_loss = 0.000433 \n",
            " total_bbox = 192946, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2497: 0.218044, 0.244367 avg loss, 0.002610 rate, 1.503086 seconds, 159808 images, 204.422189 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752922), count: 84, class_loss = 0.356794, iou_loss = 0.227624, total_loss = 0.584418 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.184259), count: 3, class_loss = 0.049686, iou_loss = 0.003968, total_loss = 0.053654 \n",
            " total_bbox = 193033, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2498: 0.203821, 0.240312 avg loss, 0.002610 rate, 1.479752 seconds, 159872 images, 204.456155 hours left\n",
            "Loaded: 0.000137 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776309), count: 69, class_loss = 0.496240, iou_loss = 0.118070, total_loss = 0.614309 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.140942), count: 1, class_loss = 0.004860, iou_loss = 0.001070, total_loss = 0.005930 \n",
            " total_bbox = 193102, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2499: 0.251142, 0.241395 avg loss, 0.002610 rate, 1.474284 seconds, 159936 images, 204.457569 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764030), count: 75, class_loss = 0.517354, iou_loss = 0.154483, total_loss = 0.671838 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.298670), count: 3, class_loss = 0.043540, iou_loss = 0.028104, total_loss = 0.071644 \n",
            " total_bbox = 193180, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2500: 0.280960, 0.245352 avg loss, 0.002610 rate, 1.463089 seconds, 160000 images, 204.451425 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777997), count: 74, class_loss = 0.392640, iou_loss = 0.167592, total_loss = 0.560232 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.141130), count: 1, class_loss = 0.014535, iou_loss = 0.001081, total_loss = 0.015616 \n",
            " total_bbox = 193255, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2501: 0.204179, 0.241234 avg loss, 0.002610 rate, 0.971267 seconds, 160064 images, 204.429785 hours left\n",
            "Loaded: 0.000147 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758024), count: 84, class_loss = 0.490205, iou_loss = 0.238083, total_loss = 0.728287 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.259495), count: 5, class_loss = 0.074789, iou_loss = 0.021188, total_loss = 0.095978 \n",
            " total_bbox = 193344, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2502: 0.283034, 0.245414 avg loss, 0.002610 rate, 1.458758 seconds, 160128 images, 203.728456 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775983), count: 77, class_loss = 0.332991, iou_loss = 0.201889, total_loss = 0.534880 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.334552), count: 6, class_loss = 0.088330, iou_loss = 0.034695, total_loss = 0.123025 \n",
            " total_bbox = 193427, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2503: 0.211147, 0.241988 avg loss, 0.002610 rate, 1.470157 seconds, 160192 images, 203.708141 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768011), count: 74, class_loss = 0.496924, iou_loss = 0.190191, total_loss = 0.687114 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.289756), count: 6, class_loss = 0.086361, iou_loss = 0.026412, total_loss = 0.112774 \n",
            " total_bbox = 193507, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2504: 0.292158, 0.247005 avg loss, 0.002610 rate, 1.511837 seconds, 160256 images, 203.703730 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772289), count: 71, class_loss = 0.451976, iou_loss = 0.153331, total_loss = 0.605307 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.298573), count: 2, class_loss = 0.030834, iou_loss = 0.014358, total_loss = 0.045192 \n",
            " total_bbox = 193580, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2505: 0.241913, 0.246495 avg loss, 0.002610 rate, 1.474949 seconds, 160320 images, 203.756980 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.746727), count: 77, class_loss = 0.621844, iou_loss = 0.145471, total_loss = 0.767315 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462883), count: 4, class_loss = 0.051831, iou_loss = 0.044658, total_loss = 0.096489 \n",
            " total_bbox = 193661, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2506: 0.337270, 0.255573 avg loss, 0.002610 rate, 1.484721 seconds, 160384 images, 203.758672 hours left\n",
            "Loaded: 0.000145 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795892), count: 70, class_loss = 0.382686, iou_loss = 0.131436, total_loss = 0.514121 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.067259), count: 1, class_loss = 0.024411, iou_loss = 0.000309, total_loss = 0.024720 \n",
            " total_bbox = 193731, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2507: 0.204170, 0.250433 avg loss, 0.002610 rate, 1.463384 seconds, 160448 images, 203.773824 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800254), count: 70, class_loss = 0.439128, iou_loss = 0.158136, total_loss = 0.597264 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.203064), count: 1, class_loss = 0.025204, iou_loss = 0.000770, total_loss = 0.025974 \n",
            " total_bbox = 193802, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2508: 0.232711, 0.248660 avg loss, 0.002610 rate, 1.475226 seconds, 160512 images, 203.759426 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790642), count: 81, class_loss = 0.429284, iou_loss = 0.182238, total_loss = 0.611523 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.479998), count: 1, class_loss = 0.018250, iou_loss = 0.025740, total_loss = 0.043990 \n",
            " total_bbox = 193884, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2509: 0.224166, 0.246211 avg loss, 0.002610 rate, 1.510785 seconds, 160576 images, 203.761494 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774434), count: 70, class_loss = 0.354968, iou_loss = 0.122668, total_loss = 0.477636 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.253558), count: 6, class_loss = 0.065994, iou_loss = 0.067455, total_loss = 0.133449 \n",
            " total_bbox = 193960, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2510: 0.211013, 0.242691 avg loss, 0.002610 rate, 1.462229 seconds, 160640 images, 203.812712 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.765576), count: 71, class_loss = 0.291204, iou_loss = 0.114489, total_loss = 0.405693 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.530484), count: 1, class_loss = 0.010539, iou_loss = 0.015335, total_loss = 0.025873 \n",
            " total_bbox = 194032, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2511: 0.151256, 0.233548 avg loss, 0.002610 rate, 1.468749 seconds, 160704 images, 203.796276 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766616), count: 69, class_loss = 0.430040, iou_loss = 0.089325, total_loss = 0.519364 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.167389), count: 3, class_loss = 0.031528, iou_loss = 0.003749, total_loss = 0.035277 \n",
            " total_bbox = 194104, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2512: 0.231367, 0.233330 avg loss, 0.002610 rate, 1.463181 seconds, 160768 images, 203.788956 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769735), count: 73, class_loss = 0.550736, iou_loss = 0.160625, total_loss = 0.711361 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.271356), count: 3, class_loss = 0.032498, iou_loss = 0.013063, total_loss = 0.045561 \n",
            " total_bbox = 194179, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2513: 0.292141, 0.239211 avg loss, 0.002610 rate, 1.453317 seconds, 160832 images, 203.774025 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786647), count: 73, class_loss = 0.419530, iou_loss = 0.156961, total_loss = 0.576492 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.343891), count: 3, class_loss = 0.043803, iou_loss = 0.040596, total_loss = 0.084399 \n",
            " total_bbox = 194255, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2514: 0.232142, 0.238504 avg loss, 0.002610 rate, 1.494453 seconds, 160896 images, 203.745622 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774755), count: 72, class_loss = 0.409790, iou_loss = 0.151236, total_loss = 0.561026 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.501978), count: 4, class_loss = 0.054542, iou_loss = 0.089141, total_loss = 0.143683 \n",
            " total_bbox = 194331, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2515: 0.232561, 0.237910 avg loss, 0.002610 rate, 1.489020 seconds, 160960 images, 203.774304 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.741306), count: 81, class_loss = 0.443047, iou_loss = 0.203490, total_loss = 0.646537 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.293318), count: 4, class_loss = 0.057062, iou_loss = 0.020060, total_loss = 0.077121 \n",
            " total_bbox = 194416, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2516: 0.250583, 0.239177 avg loss, 0.002610 rate, 1.495064 seconds, 161024 images, 203.795271 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763195), count: 75, class_loss = 0.444807, iou_loss = 0.149756, total_loss = 0.594563 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.332409), count: 1, class_loss = 0.015743, iou_loss = 0.012721, total_loss = 0.028464 \n",
            " total_bbox = 194492, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2517: 0.230770, 0.238336 avg loss, 0.002610 rate, 1.459722 seconds, 161088 images, 203.824365 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767078), count: 79, class_loss = 0.601037, iou_loss = 0.222516, total_loss = 0.823553 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.320098), count: 5, class_loss = 0.069267, iou_loss = 0.034339, total_loss = 0.103605 \n",
            " total_bbox = 194575, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2518: 0.335651, 0.248068 avg loss, 0.002610 rate, 1.471658 seconds, 161152 images, 203.804317 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806061), count: 74, class_loss = 0.393121, iou_loss = 0.203682, total_loss = 0.596804 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000254, iou_loss = 0.000000, total_loss = 0.000254 \n",
            " total_bbox = 194649, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2519: 0.196794, 0.242940 avg loss, 0.002610 rate, 1.498679 seconds, 161216 images, 203.800947 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804174), count: 71, class_loss = 0.348810, iou_loss = 0.160837, total_loss = 0.509646 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.278598), count: 2, class_loss = 0.029937, iou_loss = 0.006391, total_loss = 0.036328 \n",
            " total_bbox = 194721, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2520: 0.189875, 0.237634 avg loss, 0.002610 rate, 1.478728 seconds, 161280 images, 203.834949 hours left\n",
            "Loaded: 0.000156 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777772), count: 69, class_loss = 0.414506, iou_loss = 0.121742, total_loss = 0.536249 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.338148), count: 1, class_loss = 0.016716, iou_loss = 0.002318, total_loss = 0.019034 \n",
            " total_bbox = 194791, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2521: 0.216095, 0.235480 avg loss, 0.002610 rate, 1.493036 seconds, 161344 images, 203.841046 hours left\n",
            "Loaded: 0.000054 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764414), count: 75, class_loss = 0.424465, iou_loss = 0.148499, total_loss = 0.572964 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000319, iou_loss = 0.000000, total_loss = 0.000319 \n",
            " total_bbox = 194865, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2522: 0.212521, 0.233184 avg loss, 0.002610 rate, 1.495920 seconds, 161408 images, 203.866927 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763056), count: 78, class_loss = 0.405340, iou_loss = 0.202590, total_loss = 0.607930 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.428024), count: 3, class_loss = 0.026523, iou_loss = 0.031858, total_loss = 0.058381 \n",
            " total_bbox = 194946, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2523: 0.216374, 0.231503 avg loss, 0.002610 rate, 1.478687 seconds, 161472 images, 203.896388 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789036), count: 78, class_loss = 0.377167, iou_loss = 0.183896, total_loss = 0.561063 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.333122), count: 3, class_loss = 0.036993, iou_loss = 0.011815, total_loss = 0.048808 \n",
            " total_bbox = 195023, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2524: 0.207560, 0.229109 avg loss, 0.002610 rate, 1.501259 seconds, 161536 images, 203.901785 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795333), count: 73, class_loss = 0.377390, iou_loss = 0.141774, total_loss = 0.519164 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.314338), count: 2, class_loss = 0.028398, iou_loss = 0.039076, total_loss = 0.067475 \n",
            " total_bbox = 195098, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2525: 0.203381, 0.226536 avg loss, 0.002610 rate, 1.476736 seconds, 161600 images, 203.938326 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.752818), count: 74, class_loss = 0.333469, iou_loss = 0.152229, total_loss = 0.485698 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.348791), count: 2, class_loss = 0.017317, iou_loss = 0.016225, total_loss = 0.033542 \n",
            " total_bbox = 195174, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2526: 0.175884, 0.221471 avg loss, 0.002610 rate, 1.476676 seconds, 161664 images, 203.940593 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.724595), count: 72, class_loss = 0.441996, iou_loss = 0.116280, total_loss = 0.558276 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.773256), count: 1, class_loss = 0.013439, iou_loss = 0.023643, total_loss = 0.037083 \n",
            " total_bbox = 195247, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2527: 0.227992, 0.222123 avg loss, 0.002610 rate, 1.506658 seconds, 161728 images, 203.942737 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.719415), count: 79, class_loss = 0.453922, iou_loss = 0.209405, total_loss = 0.663327 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.550997), count: 8, class_loss = 0.118049, iou_loss = 0.212922, total_loss = 0.330970 \n",
            " total_bbox = 195333, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2528: 0.286384, 0.228549 avg loss, 0.002610 rate, 1.507763 seconds, 161792 images, 203.986387 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.740839), count: 68, class_loss = 0.413004, iou_loss = 0.128032, total_loss = 0.541036 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.438231), count: 5, class_loss = 0.068135, iou_loss = 0.043325, total_loss = 0.111460 \n",
            " total_bbox = 195406, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2529: 0.241019, 0.229796 avg loss, 0.002610 rate, 1.477637 seconds, 161856 images, 204.031081 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767459), count: 78, class_loss = 0.380458, iou_loss = 0.215905, total_loss = 0.596363 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.618660), count: 3, class_loss = 0.033686, iou_loss = 0.049873, total_loss = 0.083559 \n",
            " total_bbox = 195487, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2530: 0.207407, 0.227557 avg loss, 0.002610 rate, 1.480746 seconds, 161920 images, 204.033646 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775586), count: 84, class_loss = 0.553928, iou_loss = 0.207741, total_loss = 0.761669 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.423203), count: 2, class_loss = 0.028667, iou_loss = 0.020683, total_loss = 0.049350 \n",
            " total_bbox = 195573, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2531: 0.291736, 0.233975 avg loss, 0.002610 rate, 1.498121 seconds, 161984 images, 204.040497 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772443), count: 74, class_loss = 0.397676, iou_loss = 0.153942, total_loss = 0.551617 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.348611), count: 3, class_loss = 0.039343, iou_loss = 0.015487, total_loss = 0.054830 \n",
            " total_bbox = 195649, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2532: 0.218990, 0.232476 avg loss, 0.002610 rate, 1.482464 seconds, 162048 images, 204.071303 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761150), count: 75, class_loss = 0.442344, iou_loss = 0.138040, total_loss = 0.580384 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.362005), count: 1, class_loss = 0.015940, iou_loss = 0.004502, total_loss = 0.020442 \n",
            " total_bbox = 195725, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2533: 0.229622, 0.232191 avg loss, 0.002610 rate, 1.481531 seconds, 162112 images, 204.080136 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777230), count: 76, class_loss = 0.421504, iou_loss = 0.181680, total_loss = 0.603184 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.379435), count: 3, class_loss = 0.045116, iou_loss = 0.022251, total_loss = 0.067367 \n",
            " total_bbox = 195804, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2534: 0.233771, 0.232349 avg loss, 0.002610 rate, 1.464117 seconds, 162176 images, 204.087540 hours left\n",
            "Loaded: 0.000122 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767402), count: 64, class_loss = 0.356354, iou_loss = 0.078637, total_loss = 0.434991 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.271037), count: 2, class_loss = 0.029996, iou_loss = 0.013581, total_loss = 0.043577 \n",
            " total_bbox = 195870, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2535: 0.193701, 0.228484 avg loss, 0.002610 rate, 1.487848 seconds, 162240 images, 204.070874 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783427), count: 78, class_loss = 0.444730, iou_loss = 0.170620, total_loss = 0.615350 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.321356), count: 3, class_loss = 0.038454, iou_loss = 0.056917, total_loss = 0.095371 \n",
            " total_bbox = 195951, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2536: 0.242081, 0.229844 avg loss, 0.002610 rate, 1.515262 seconds, 162304 images, 204.087174 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771783), count: 67, class_loss = 0.393693, iou_loss = 0.129110, total_loss = 0.522803 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.425628), count: 5, class_loss = 0.084478, iou_loss = 0.047063, total_loss = 0.131541 \n",
            " total_bbox = 196023, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2537: 0.239525, 0.230812 avg loss, 0.002610 rate, 1.497882 seconds, 162368 images, 204.141214 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772339), count: 86, class_loss = 0.404995, iou_loss = 0.214943, total_loss = 0.619938 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.328798), count: 3, class_loss = 0.045835, iou_loss = 0.061670, total_loss = 0.107505 \n",
            " total_bbox = 196112, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2538: 0.225907, 0.230321 avg loss, 0.002610 rate, 1.456438 seconds, 162432 images, 204.170666 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790842), count: 78, class_loss = 0.427291, iou_loss = 0.190237, total_loss = 0.617528 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.486818), count: 2, class_loss = 0.023518, iou_loss = 0.024476, total_loss = 0.047994 \n",
            " total_bbox = 196192, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2539: 0.225799, 0.229869 avg loss, 0.002610 rate, 1.511129 seconds, 162496 images, 204.142546 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.807309), count: 72, class_loss = 0.350530, iou_loss = 0.159162, total_loss = 0.509692 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.411469), count: 2, class_loss = 0.027852, iou_loss = 0.076067, total_loss = 0.103919 \n",
            " total_bbox = 196263, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2540: 0.189618, 0.225844 avg loss, 0.002610 rate, 1.492445 seconds, 162560 images, 204.190245 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783362), count: 77, class_loss = 0.394336, iou_loss = 0.188770, total_loss = 0.583106 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.640020), count: 1, class_loss = 0.012432, iou_loss = 0.015421, total_loss = 0.027853 \n",
            " total_bbox = 196340, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2541: 0.203700, 0.223630 avg loss, 0.002610 rate, 1.467534 seconds, 162624 images, 204.211654 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786782), count: 73, class_loss = 0.404584, iou_loss = 0.160624, total_loss = 0.565208 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.486925), count: 3, class_loss = 0.043171, iou_loss = 0.030157, total_loss = 0.073328 \n",
            " total_bbox = 196416, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2542: 0.224275, 0.223694 avg loss, 0.002610 rate, 1.461841 seconds, 162688 images, 204.198428 hours left\n",
            "Loaded: 0.000132 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801046), count: 75, class_loss = 0.440642, iou_loss = 0.172525, total_loss = 0.613168 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.514877), count: 3, class_loss = 0.039550, iou_loss = 0.038591, total_loss = 0.078141 \n",
            " total_bbox = 196494, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2543: 0.240470, 0.225372 avg loss, 0.002610 rate, 1.522149 seconds, 162752 images, 204.177416 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777819), count: 82, class_loss = 0.396035, iou_loss = 0.236777, total_loss = 0.632812 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.459004), count: 5, class_loss = 0.068199, iou_loss = 0.066763, total_loss = 0.134963 \n",
            " total_bbox = 196581, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2544: 0.232534, 0.226088 avg loss, 0.002610 rate, 1.479227 seconds, 162816 images, 204.240048 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786404), count: 71, class_loss = 0.409254, iou_loss = 0.134141, total_loss = 0.543395 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.560740), count: 3, class_loss = 0.046267, iou_loss = 0.042234, total_loss = 0.088500 \n",
            " total_bbox = 196655, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2545: 0.228117, 0.226291 avg loss, 0.002610 rate, 1.451317 seconds, 162880 images, 204.242704 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804413), count: 70, class_loss = 0.341537, iou_loss = 0.139724, total_loss = 0.481261 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.257596), count: 1, class_loss = 0.015764, iou_loss = 0.001204, total_loss = 0.016968 \n",
            " total_bbox = 196724, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2546: 0.179163, 0.221578 avg loss, 0.002610 rate, 1.472350 seconds, 162944 images, 204.206717 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.810070), count: 70, class_loss = 0.316934, iou_loss = 0.138384, total_loss = 0.455318 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.624233), count: 1, class_loss = 0.014290, iou_loss = 0.021187, total_loss = 0.035477 \n",
            " total_bbox = 196792, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2547: 0.165921, 0.216013 avg loss, 0.002610 rate, 1.496668 seconds, 163008 images, 204.200150 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800384), count: 78, class_loss = 0.398085, iou_loss = 0.183368, total_loss = 0.581453 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.397023), count: 1, class_loss = 0.013012, iou_loss = 0.008551, total_loss = 0.021563 \n",
            " total_bbox = 196871, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2548: 0.205987, 0.215010 avg loss, 0.002610 rate, 1.724408 seconds, 163072 images, 204.227239 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793837), count: 74, class_loss = 0.421187, iou_loss = 0.150656, total_loss = 0.571843 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.466623), count: 1, class_loss = 0.009340, iou_loss = 0.014978, total_loss = 0.024318 \n",
            " total_bbox = 196945, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2549: 0.215668, 0.215076 avg loss, 0.002610 rate, 1.463672 seconds, 163136 images, 204.568895 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.829446), count: 73, class_loss = 0.310663, iou_loss = 0.158943, total_loss = 0.469606 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.488921), count: 3, class_loss = 0.040416, iou_loss = 0.026602, total_loss = 0.067018 \n",
            " total_bbox = 197021, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2550: 0.175912, 0.211159 avg loss, 0.002610 rate, 1.489827 seconds, 163200 images, 204.546661 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808853), count: 71, class_loss = 0.396859, iou_loss = 0.138722, total_loss = 0.535581 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.300490), count: 1, class_loss = 0.014629, iou_loss = 0.004918, total_loss = 0.019547 \n",
            " total_bbox = 197093, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2551: 0.206231, 0.210667 avg loss, 0.002610 rate, 1.496095 seconds, 163264 images, 204.560847 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.812773), count: 70, class_loss = 0.342529, iou_loss = 0.142783, total_loss = 0.485312 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000815, iou_loss = 0.000000, total_loss = 0.000815 \n",
            " total_bbox = 197163, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2552: 0.171774, 0.206777 avg loss, 0.002610 rate, 1.459512 seconds, 163328 images, 204.583542 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.823432), count: 71, class_loss = 0.347142, iou_loss = 0.151930, total_loss = 0.499073 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.589250), count: 2, class_loss = 0.027854, iou_loss = 0.042838, total_loss = 0.070691 \n",
            " total_bbox = 197233, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2553: 0.187819, 0.204882 avg loss, 0.002610 rate, 1.489593 seconds, 163392 images, 204.555461 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782497), count: 83, class_loss = 0.382052, iou_loss = 0.204168, total_loss = 0.586219 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.702883), count: 2, class_loss = 0.018497, iou_loss = 0.070661, total_loss = 0.089158 \n",
            " total_bbox = 197317, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2554: 0.200556, 0.204449 avg loss, 0.002610 rate, 1.484516 seconds, 163456 images, 204.569230 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.824886), count: 75, class_loss = 0.267211, iou_loss = 0.243435, total_loss = 0.510646 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.439596), count: 3, class_loss = 0.037102, iou_loss = 0.034761, total_loss = 0.071863 \n",
            " total_bbox = 197395, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2555: 0.152559, 0.199260 avg loss, 0.002610 rate, 1.456381 seconds, 163520 images, 204.575827 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791724), count: 78, class_loss = 0.505120, iou_loss = 0.230773, total_loss = 0.735892 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.483503), count: 2, class_loss = 0.030030, iou_loss = 0.014630, total_loss = 0.044660 \n",
            " total_bbox = 197475, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2556: 0.267971, 0.206131 avg loss, 0.002610 rate, 1.487223 seconds, 163584 images, 204.543454 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784778), count: 69, class_loss = 0.393486, iou_loss = 0.109597, total_loss = 0.503083 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.278137), count: 1, class_loss = 0.013155, iou_loss = 0.012505, total_loss = 0.025660 \n",
            " total_bbox = 197545, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2557: 0.203833, 0.205901 avg loss, 0.002610 rate, 1.470292 seconds, 163648 images, 204.554062 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775728), count: 89, class_loss = 0.410947, iou_loss = 0.292277, total_loss = 0.703224 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.457747), count: 6, class_loss = 0.069903, iou_loss = 0.106858, total_loss = 0.176761 \n",
            " total_bbox = 197640, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2558: 0.240844, 0.209396 avg loss, 0.002610 rate, 1.469699 seconds, 163712 images, 204.541131 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.810569), count: 68, class_loss = 0.427133, iou_loss = 0.137054, total_loss = 0.564187 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.571981), count: 3, class_loss = 0.029628, iou_loss = 0.050301, total_loss = 0.079930 \n",
            " total_bbox = 197709, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2559: 0.228719, 0.211328 avg loss, 0.002610 rate, 1.480656 seconds, 163776 images, 204.527516 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803563), count: 81, class_loss = 0.390870, iou_loss = 0.217544, total_loss = 0.608415 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.759274), count: 2, class_loss = 0.024378, iou_loss = 0.047840, total_loss = 0.072218 \n",
            " total_bbox = 197792, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2560: 0.207863, 0.210981 avg loss, 0.002610 rate, 1.474263 seconds, 163840 images, 204.529183 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786723), count: 75, class_loss = 0.576667, iou_loss = 0.122302, total_loss = 0.698968 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.478265), count: 3, class_loss = 0.035033, iou_loss = 0.031851, total_loss = 0.066884 \n",
            " total_bbox = 197870, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2561: 0.306252, 0.220508 avg loss, 0.002610 rate, 1.481734 seconds, 163904 images, 204.521989 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.747715), count: 80, class_loss = 0.325060, iou_loss = 0.147889, total_loss = 0.472949 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.416015), count: 1, class_loss = 0.015028, iou_loss = 0.009423, total_loss = 0.024451 \n",
            " total_bbox = 197951, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2562: 0.170502, 0.215508 avg loss, 0.002610 rate, 1.465860 seconds, 163968 images, 204.525197 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783850), count: 72, class_loss = 0.298176, iou_loss = 0.122670, total_loss = 0.420846 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.559390), count: 7, class_loss = 0.092186, iou_loss = 0.106437, total_loss = 0.198624 \n",
            " total_bbox = 198030, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2563: 0.195540, 0.213511 avg loss, 0.002610 rate, 1.461029 seconds, 164032 images, 204.506414 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792954), count: 71, class_loss = 0.316049, iou_loss = 0.129810, total_loss = 0.445859 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.349879), count: 4, class_loss = 0.048305, iou_loss = 0.022652, total_loss = 0.070957 \n",
            " total_bbox = 198105, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2564: 0.182646, 0.210425 avg loss, 0.002610 rate, 1.466928 seconds, 164096 images, 204.481114 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799306), count: 74, class_loss = 0.394604, iou_loss = 0.177317, total_loss = 0.571921 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.436228), count: 5, class_loss = 0.061019, iou_loss = 0.055559, total_loss = 0.116579 \n",
            " total_bbox = 198184, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2565: 0.228230, 0.212205 avg loss, 0.002610 rate, 1.455475 seconds, 164160 images, 204.464232 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790849), count: 72, class_loss = 0.351968, iou_loss = 0.131015, total_loss = 0.482983 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000173, iou_loss = 0.000000, total_loss = 0.000173 \n",
            " total_bbox = 198255, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2566: 0.176185, 0.208603 avg loss, 0.002610 rate, 1.501280 seconds, 164224 images, 204.431678 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811259), count: 70, class_loss = 0.350477, iou_loss = 0.116695, total_loss = 0.467172 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.307617), count: 3, class_loss = 0.037835, iou_loss = 0.006114, total_loss = 0.043949 \n",
            " total_bbox = 198328, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2567: 0.194638, 0.207207 avg loss, 0.002610 rate, 1.457797 seconds, 164288 images, 204.462773 hours left\n",
            "Loaded: 0.000128 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792042), count: 71, class_loss = 0.549208, iou_loss = 0.110710, total_loss = 0.659918 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.693684), count: 1, class_loss = 0.021597, iou_loss = 0.020536, total_loss = 0.042133 \n",
            " total_bbox = 198398, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2568: 0.285684, 0.215054 avg loss, 0.002610 rate, 1.476297 seconds, 164352 images, 204.433452 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797662), count: 76, class_loss = 0.443096, iou_loss = 0.152497, total_loss = 0.595594 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.023856, iou_loss = 0.000000, total_loss = 0.023856 \n",
            " total_bbox = 198474, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2569: 0.233587, 0.216908 avg loss, 0.002610 rate, 1.460294 seconds, 164416 images, 204.430042 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798279), count: 77, class_loss = 0.313529, iou_loss = 0.175752, total_loss = 0.489281 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.333298), count: 1, class_loss = 0.018889, iou_loss = 0.075301, total_loss = 0.094190 \n",
            " total_bbox = 198551, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2570: 0.166684, 0.211885 avg loss, 0.002610 rate, 1.484689 seconds, 164480 images, 204.404490 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784790), count: 78, class_loss = 0.459496, iou_loss = 0.183969, total_loss = 0.643465 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.441274), count: 5, class_loss = 0.067036, iou_loss = 0.046555, total_loss = 0.113591 \n",
            " total_bbox = 198634, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2571: 0.263689, 0.217066 avg loss, 0.002610 rate, 1.453528 seconds, 164544 images, 204.412929 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808374), count: 74, class_loss = 0.273668, iou_loss = 0.173389, total_loss = 0.447057 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446437), count: 1, class_loss = 0.016445, iou_loss = 0.033499, total_loss = 0.049944 \n",
            " total_bbox = 198709, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2572: 0.145464, 0.209905 avg loss, 0.002610 rate, 1.459350 seconds, 164608 images, 204.378165 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793554), count: 81, class_loss = 0.385387, iou_loss = 0.216820, total_loss = 0.602207 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.385946), count: 3, class_loss = 0.029265, iou_loss = 0.021095, total_loss = 0.050360 \n",
            " total_bbox = 198793, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2573: 0.207775, 0.209692 avg loss, 0.002610 rate, 1.501010 seconds, 164672 images, 204.351802 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764796), count: 71, class_loss = 0.390098, iou_loss = 0.142886, total_loss = 0.532984 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.360078), count: 2, class_loss = 0.029927, iou_loss = 0.021296, total_loss = 0.051223 \n",
            " total_bbox = 198866, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2574: 0.210491, 0.209772 avg loss, 0.002610 rate, 1.483895 seconds, 164736 images, 204.383283 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778309), count: 71, class_loss = 0.379392, iou_loss = 0.118506, total_loss = 0.497898 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 198937, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2575: 0.189820, 0.207777 avg loss, 0.002610 rate, 1.491678 seconds, 164800 images, 204.390786 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769534), count: 80, class_loss = 0.511942, iou_loss = 0.198717, total_loss = 0.710659 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.554420), count: 3, class_loss = 0.044760, iou_loss = 0.039030, total_loss = 0.083790 \n",
            " total_bbox = 199020, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2576: 0.278721, 0.214871 avg loss, 0.002610 rate, 1.458309 seconds, 164864 images, 204.408973 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788879), count: 82, class_loss = 0.348765, iou_loss = 0.239419, total_loss = 0.588183 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.454460), count: 3, class_loss = 0.033780, iou_loss = 0.038118, total_loss = 0.071898 \n",
            " total_bbox = 199104, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2577: 0.191686, 0.212553 avg loss, 0.002610 rate, 1.476206 seconds, 164928 images, 204.380912 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789737), count: 69, class_loss = 0.442721, iou_loss = 0.100819, total_loss = 0.543541 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.557811), count: 4, class_loss = 0.053402, iou_loss = 0.054493, total_loss = 0.107895 \n",
            " total_bbox = 199175, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2578: 0.248418, 0.216139 avg loss, 0.002610 rate, 1.467284 seconds, 164992 images, 204.377825 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783775), count: 73, class_loss = 0.358019, iou_loss = 0.156320, total_loss = 0.514340 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.521155), count: 3, class_loss = 0.037610, iou_loss = 0.042543, total_loss = 0.080153 \n",
            " total_bbox = 199249, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2579: 0.198195, 0.214345 avg loss, 0.002610 rate, 1.494358 seconds, 165056 images, 204.362466 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789644), count: 85, class_loss = 0.416261, iou_loss = 0.200224, total_loss = 0.616485 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.361006), count: 4, class_loss = 0.064484, iou_loss = 0.045435, total_loss = 0.109920 \n",
            " total_bbox = 199338, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2580: 0.240837, 0.216994 avg loss, 0.002610 rate, 1.486953 seconds, 165120 images, 204.384650 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800844), count: 67, class_loss = 0.382731, iou_loss = 0.102903, total_loss = 0.485635 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.395601), count: 3, class_loss = 0.046324, iou_loss = 0.049146, total_loss = 0.095470 \n",
            " total_bbox = 199407, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2581: 0.214967, 0.216791 avg loss, 0.002610 rate, 1.520020 seconds, 165184 images, 204.396357 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.815325), count: 72, class_loss = 0.335545, iou_loss = 0.160610, total_loss = 0.496155 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.416089), count: 4, class_loss = 0.041815, iou_loss = 0.029685, total_loss = 0.071500 \n",
            " total_bbox = 199483, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2582: 0.189100, 0.214022 avg loss, 0.002610 rate, 1.503380 seconds, 165248 images, 204.453664 hours left\n",
            "Loaded: 0.000118 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779118), count: 79, class_loss = 0.414709, iou_loss = 0.210419, total_loss = 0.625128 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.574316), count: 3, class_loss = 0.014991, iou_loss = 0.039251, total_loss = 0.054242 \n",
            " total_bbox = 199565, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2583: 0.215204, 0.214141 avg loss, 0.002610 rate, 1.468061 seconds, 165312 images, 204.487386 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758267), count: 84, class_loss = 0.516972, iou_loss = 0.213657, total_loss = 0.730629 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.542367), count: 4, class_loss = 0.044871, iou_loss = 0.052996, total_loss = 0.097867 \n",
            " total_bbox = 199653, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2584: 0.281304, 0.220857 avg loss, 0.002610 rate, 1.527184 seconds, 165376 images, 204.471974 hours left\n",
            "Loaded: 0.000172 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780174), count: 78, class_loss = 0.401801, iou_loss = 0.205742, total_loss = 0.607543 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.522269), count: 4, class_loss = 0.045889, iou_loss = 0.058815, total_loss = 0.104704 \n",
            " total_bbox = 199735, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2585: 0.224227, 0.221194 avg loss, 0.002610 rate, 1.481322 seconds, 165440 images, 204.538378 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779350), count: 77, class_loss = 0.481856, iou_loss = 0.155982, total_loss = 0.637838 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.267112), count: 1, class_loss = 0.012868, iou_loss = 0.002107, total_loss = 0.014975 \n",
            " total_bbox = 199813, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2586: 0.247884, 0.223863 avg loss, 0.002610 rate, 1.464241 seconds, 165504 images, 204.540854 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796884), count: 73, class_loss = 0.391391, iou_loss = 0.157370, total_loss = 0.548761 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.408181), count: 2, class_loss = 0.018471, iou_loss = 0.013638, total_loss = 0.032109 \n",
            " total_bbox = 199888, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2587: 0.205366, 0.222013 avg loss, 0.002610 rate, 1.468193 seconds, 165568 images, 204.519621 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802498), count: 72, class_loss = 0.360836, iou_loss = 0.171104, total_loss = 0.531940 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.474341), count: 3, class_loss = 0.038746, iou_loss = 0.038185, total_loss = 0.076931 \n",
            " total_bbox = 199962, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2588: 0.200186, 0.219830 avg loss, 0.002610 rate, 1.494089 seconds, 165632 images, 204.504045 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777439), count: 75, class_loss = 0.390955, iou_loss = 0.148892, total_loss = 0.539847 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462478), count: 4, class_loss = 0.065925, iou_loss = 0.070316, total_loss = 0.136241 \n",
            " total_bbox = 200039, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2589: 0.228856, 0.220733 avg loss, 0.002610 rate, 1.468065 seconds, 165696 images, 204.524395 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792944), count: 77, class_loss = 0.318905, iou_loss = 0.171426, total_loss = 0.490332 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.486241), count: 3, class_loss = 0.026288, iou_loss = 0.037518, total_loss = 0.063806 \n",
            " total_bbox = 200117, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2590: 0.172991, 0.215959 avg loss, 0.002610 rate, 1.459834 seconds, 165760 images, 204.508558 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789056), count: 76, class_loss = 0.403355, iou_loss = 0.219180, total_loss = 0.622536 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.499981), count: 2, class_loss = 0.021353, iou_loss = 0.018766, total_loss = 0.040119 \n",
            " total_bbox = 200195, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2591: 0.212743, 0.215637 avg loss, 0.002610 rate, 1.475428 seconds, 165824 images, 204.481508 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800508), count: 78, class_loss = 0.392607, iou_loss = 0.194408, total_loss = 0.587016 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.553038), count: 2, class_loss = 0.018361, iou_loss = 0.032069, total_loss = 0.050430 \n",
            " total_bbox = 200274, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2592: 0.205838, 0.214657 avg loss, 0.002610 rate, 1.481368 seconds, 165888 images, 204.476315 hours left\n",
            "Loaded: 0.000144 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793052), count: 91, class_loss = 0.366798, iou_loss = 0.330432, total_loss = 0.697230 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.677364), count: 3, class_loss = 0.036485, iou_loss = 0.061661, total_loss = 0.098146 \n",
            " total_bbox = 200368, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2593: 0.201931, 0.213385 avg loss, 0.002610 rate, 1.471496 seconds, 165952 images, 204.479311 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.814232), count: 77, class_loss = 0.335653, iou_loss = 0.204743, total_loss = 0.540396 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.475167), count: 4, class_loss = 0.051823, iou_loss = 0.044290, total_loss = 0.096113 \n",
            " total_bbox = 200449, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2594: 0.194127, 0.211459 avg loss, 0.002610 rate, 1.458863 seconds, 166016 images, 204.468746 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793743), count: 73, class_loss = 0.332210, iou_loss = 0.146500, total_loss = 0.478710 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.599049), count: 2, class_loss = 0.025583, iou_loss = 0.026746, total_loss = 0.052329 \n",
            " total_bbox = 200523, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2595: 0.179229, 0.208236 avg loss, 0.002610 rate, 1.486552 seconds, 166080 images, 204.440687 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762667), count: 77, class_loss = 0.498690, iou_loss = 0.202791, total_loss = 0.701481 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.548483), count: 2, class_loss = 0.014754, iou_loss = 0.033402, total_loss = 0.048156 \n",
            " total_bbox = 200602, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2596: 0.257099, 0.213122 avg loss, 0.002610 rate, 1.486494 seconds, 166144 images, 204.451206 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793121), count: 77, class_loss = 0.409672, iou_loss = 0.215484, total_loss = 0.625156 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.441619), count: 7, class_loss = 0.106404, iou_loss = 0.097038, total_loss = 0.203442 \n",
            " total_bbox = 200685, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2597: 0.258456, 0.217656 avg loss, 0.002610 rate, 1.504451 seconds, 166208 images, 204.461526 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801437), count: 72, class_loss = 0.397254, iou_loss = 0.114732, total_loss = 0.511985 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.571831), count: 1, class_loss = 0.014459, iou_loss = 0.011707, total_loss = 0.026166 \n",
            " total_bbox = 200758, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2598: 0.206199, 0.216510 avg loss, 0.002610 rate, 1.467834 seconds, 166272 images, 204.496571 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784209), count: 70, class_loss = 0.375027, iou_loss = 0.093809, total_loss = 0.468835 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000848, iou_loss = 0.000000, total_loss = 0.000848 \n",
            " total_bbox = 200828, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2599: 0.188055, 0.213664 avg loss, 0.002610 rate, 1.458990 seconds, 166336 images, 204.480653 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.757271), count: 73, class_loss = 0.522629, iou_loss = 0.141752, total_loss = 0.664380 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.318821), count: 1, class_loss = 0.013561, iou_loss = 0.002912, total_loss = 0.016473 \n",
            " total_bbox = 200902, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2600: 0.268600, 0.219158 avg loss, 0.002610 rate, 1.491049 seconds, 166400 images, 204.452651 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773745), count: 74, class_loss = 0.410456, iou_loss = 0.138775, total_loss = 0.549231 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.143438), count: 1, class_loss = 0.015630, iou_loss = 0.000332, total_loss = 0.015962 \n",
            " total_bbox = 200977, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2601: 0.213635, 0.218606 avg loss, 0.002610 rate, 0.974185 seconds, 166464 images, 204.469264 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799052), count: 78, class_loss = 0.363511, iou_loss = 0.202645, total_loss = 0.566156 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.274227), count: 6, class_loss = 0.093146, iou_loss = 0.079310, total_loss = 0.172457 \n",
            " total_bbox = 201061, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2602: 0.228835, 0.219629 avg loss, 0.002610 rate, 1.491834 seconds, 166528 images, 203.771276 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778669), count: 77, class_loss = 0.391768, iou_loss = 0.178475, total_loss = 0.570243 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.297806), count: 1, class_loss = 0.005315, iou_loss = 0.002073, total_loss = 0.007388 \n",
            " total_bbox = 201139, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2603: 0.199047, 0.217571 avg loss, 0.002610 rate, 1.475903 seconds, 166592 images, 203.795759 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774844), count: 79, class_loss = 0.446754, iou_loss = 0.164643, total_loss = 0.611397 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.200886), count: 4, class_loss = 0.046199, iou_loss = 0.086097, total_loss = 0.132295 \n",
            " total_bbox = 201220, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2604: 0.247037, 0.220517 avg loss, 0.002610 rate, 1.481521 seconds, 166656 images, 203.797976 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786361), count: 78, class_loss = 0.414074, iou_loss = 0.163574, total_loss = 0.577647 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.482033), count: 3, class_loss = 0.037721, iou_loss = 0.153090, total_loss = 0.190810 \n",
            " total_bbox = 201300, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2605: 0.226297, 0.221095 avg loss, 0.002610 rate, 1.462217 seconds, 166720 images, 203.807936 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788670), count: 74, class_loss = 0.280620, iou_loss = 0.107039, total_loss = 0.387660 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.269659), count: 1, class_loss = 0.015027, iou_loss = 0.001624, total_loss = 0.016651 \n",
            " total_bbox = 201375, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2606: 0.148338, 0.213819 avg loss, 0.002610 rate, 1.466650 seconds, 166784 images, 203.791089 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789163), count: 79, class_loss = 0.388422, iou_loss = 0.274086, total_loss = 0.662508 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.433375), count: 6, class_loss = 0.071399, iou_loss = 0.042646, total_loss = 0.114045 \n",
            " total_bbox = 201459, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2607: 0.230336, 0.215471 avg loss, 0.002610 rate, 1.470124 seconds, 166848 images, 203.780572 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792710), count: 64, class_loss = 0.259090, iou_loss = 0.104258, total_loss = 0.363348 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000104, iou_loss = 0.000000, total_loss = 0.000104 \n",
            " total_bbox = 201523, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2608: 0.129710, 0.206895 avg loss, 0.002610 rate, 1.490625 seconds, 166912 images, 203.774945 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798053), count: 72, class_loss = 0.521928, iou_loss = 0.144778, total_loss = 0.666706 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.492579), count: 3, class_loss = 0.031710, iou_loss = 0.034295, total_loss = 0.066006 \n",
            " total_bbox = 201598, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2609: 0.277207, 0.213926 avg loss, 0.002610 rate, 1.483639 seconds, 166976 images, 203.797670 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768292), count: 80, class_loss = 0.406699, iou_loss = 0.133934, total_loss = 0.540633 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.429283), count: 2, class_loss = 0.042966, iou_loss = 0.011779, total_loss = 0.054746 \n",
            " total_bbox = 201680, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2610: 0.225272, 0.215061 avg loss, 0.002610 rate, 1.468714 seconds, 167040 images, 203.810555 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778732), count: 79, class_loss = 0.557496, iou_loss = 0.165957, total_loss = 0.723453 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.556376), count: 3, class_loss = 0.036213, iou_loss = 0.051548, total_loss = 0.087762 \n",
            " total_bbox = 201761, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2611: 0.297218, 0.223276 avg loss, 0.002610 rate, 1.485113 seconds, 167104 images, 203.802698 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774777), count: 71, class_loss = 0.514300, iou_loss = 0.126842, total_loss = 0.641143 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.420551), count: 2, class_loss = 0.023258, iou_loss = 0.014626, total_loss = 0.037883 \n",
            " total_bbox = 201833, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2612: 0.269219, 0.227871 avg loss, 0.002610 rate, 1.459041 seconds, 167168 images, 203.817495 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803845), count: 78, class_loss = 0.445084, iou_loss = 0.224883, total_loss = 0.669967 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.518582), count: 3, class_loss = 0.028270, iou_loss = 0.042408, total_loss = 0.070678 \n",
            " total_bbox = 201912, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2613: 0.237048, 0.228788 avg loss, 0.002610 rate, 1.464877 seconds, 167232 images, 203.796165 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788738), count: 77, class_loss = 0.332027, iou_loss = 0.220703, total_loss = 0.552729 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.582160), count: 2, class_loss = 0.027849, iou_loss = 0.025116, total_loss = 0.052965 \n",
            " total_bbox = 201990, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2614: 0.180282, 0.223938 avg loss, 0.002610 rate, 1.488570 seconds, 167296 images, 203.783139 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796635), count: 72, class_loss = 0.377445, iou_loss = 0.154512, total_loss = 0.531957 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.150288), count: 2, class_loss = 0.030648, iou_loss = 0.001257, total_loss = 0.031905 \n",
            " total_bbox = 202064, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2615: 0.204623, 0.222006 avg loss, 0.002610 rate, 1.462483 seconds, 167360 images, 203.802944 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799178), count: 74, class_loss = 0.377135, iou_loss = 0.157234, total_loss = 0.534369 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.424477), count: 8, class_loss = 0.106980, iou_loss = 0.084796, total_loss = 0.191776 \n",
            " total_bbox = 202146, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2616: 0.242482, 0.224054 avg loss, 0.002610 rate, 1.503078 seconds, 167424 images, 203.786505 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803034), count: 67, class_loss = 0.412833, iou_loss = 0.140940, total_loss = 0.553773 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.587343), count: 1, class_loss = 0.013397, iou_loss = 0.011547, total_loss = 0.024944 \n",
            " total_bbox = 202214, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2617: 0.213448, 0.222993 avg loss, 0.002610 rate, 1.475368 seconds, 167488 images, 203.826322 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795458), count: 75, class_loss = 0.324764, iou_loss = 0.162261, total_loss = 0.487025 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.646885), count: 4, class_loss = 0.049282, iou_loss = 0.119301, total_loss = 0.168583 \n",
            " total_bbox = 202293, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2618: 0.187328, 0.219427 avg loss, 0.002610 rate, 1.514750 seconds, 167552 images, 203.827439 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809063), count: 73, class_loss = 0.522170, iou_loss = 0.158355, total_loss = 0.680525 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.441446), count: 3, class_loss = 0.036103, iou_loss = 0.035188, total_loss = 0.071291 \n",
            " total_bbox = 202369, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2619: 0.279546, 0.225439 avg loss, 0.002610 rate, 1.506189 seconds, 167616 images, 203.883003 hours left\n",
            "Loaded: 0.000051 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799681), count: 65, class_loss = 0.357652, iou_loss = 0.089323, total_loss = 0.446975 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.192115), count: 5, class_loss = 0.074931, iou_loss = 0.030169, total_loss = 0.105100 \n",
            " total_bbox = 202439, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2620: 0.216843, 0.224579 avg loss, 0.002610 rate, 1.460201 seconds, 167680 images, 203.926115 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776511), count: 73, class_loss = 0.402294, iou_loss = 0.117658, total_loss = 0.519952 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.514296), count: 4, class_loss = 0.052122, iou_loss = 0.082700, total_loss = 0.134822 \n",
            " total_bbox = 202515, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2621: 0.227596, 0.224881 avg loss, 0.002610 rate, 1.469940 seconds, 167744 images, 203.905217 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775396), count: 81, class_loss = 0.483614, iou_loss = 0.176608, total_loss = 0.660222 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.483413), count: 2, class_loss = 0.025631, iou_loss = 0.028183, total_loss = 0.053814 \n",
            " total_bbox = 202598, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2622: 0.255028, 0.227895 avg loss, 0.002610 rate, 1.491584 seconds, 167808 images, 203.897995 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796236), count: 73, class_loss = 0.338812, iou_loss = 0.167541, total_loss = 0.506353 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001531, iou_loss = 0.000000, total_loss = 0.001531 \n",
            " total_bbox = 202670, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2623: 0.170283, 0.222134 avg loss, 0.002610 rate, 1.467488 seconds, 167872 images, 203.920830 hours left\n",
            "Loaded: 0.000142 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790949), count: 69, class_loss = 0.390384, iou_loss = 0.116772, total_loss = 0.507156 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.494754), count: 4, class_loss = 0.058033, iou_loss = 0.046635, total_loss = 0.104668 \n",
            " total_bbox = 202743, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2624: 0.224599, 0.222381 avg loss, 0.002610 rate, 1.452311 seconds, 167936 images, 203.910178 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793567), count: 76, class_loss = 0.449811, iou_loss = 0.161861, total_loss = 0.611672 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.460542), count: 3, class_loss = 0.032361, iou_loss = 0.028487, total_loss = 0.060848 \n",
            " total_bbox = 202820, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2625: 0.241494, 0.224292 avg loss, 0.002610 rate, 1.514323 seconds, 168000 images, 203.878630 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784327), count: 67, class_loss = 0.390634, iou_loss = 0.127290, total_loss = 0.517925 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.203766), count: 1, class_loss = 0.012629, iou_loss = 0.000709, total_loss = 0.013338 \n",
            " total_bbox = 202888, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2626: 0.202185, 0.222081 avg loss, 0.002610 rate, 1.482024 seconds, 168064 images, 203.933055 hours left\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764292), count: 75, class_loss = 0.444094, iou_loss = 0.138356, total_loss = 0.582450 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.487700), count: 1, class_loss = 0.006970, iou_loss = 0.006624, total_loss = 0.013594 \n",
            " total_bbox = 202964, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2627: 0.225941, 0.222467 avg loss, 0.002610 rate, 1.455765 seconds, 168128 images, 203.942267 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777403), count: 67, class_loss = 0.401067, iou_loss = 0.115398, total_loss = 0.516465 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.437382), count: 3, class_loss = 0.044248, iou_loss = 0.032767, total_loss = 0.077015 \n",
            " total_bbox = 203032, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2628: 0.223087, 0.222529 avg loss, 0.002610 rate, 1.456588 seconds, 168192 images, 203.915131 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787476), count: 75, class_loss = 0.392405, iou_loss = 0.151286, total_loss = 0.543691 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.032349), count: 1, class_loss = 0.029077, iou_loss = 0.000252, total_loss = 0.029329 \n",
            " total_bbox = 203108, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2629: 0.211386, 0.221415 avg loss, 0.002610 rate, 1.452841 seconds, 168256 images, 203.889396 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777690), count: 75, class_loss = 0.489997, iou_loss = 0.169900, total_loss = 0.659898 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.411637), count: 2, class_loss = 0.027724, iou_loss = 0.014880, total_loss = 0.042604 \n",
            " total_bbox = 203184, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2630: 0.259304, 0.225204 avg loss, 0.002610 rate, 1.475559 seconds, 168320 images, 203.858666 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783509), count: 75, class_loss = 0.398765, iou_loss = 0.180353, total_loss = 0.579119 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.350906), count: 6, class_loss = 0.087025, iou_loss = 0.048616, total_loss = 0.135640 \n",
            " total_bbox = 203265, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2631: 0.243368, 0.227020 avg loss, 0.002610 rate, 1.478696 seconds, 168384 images, 203.859664 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.771666), count: 78, class_loss = 0.468427, iou_loss = 0.188525, total_loss = 0.656951 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.453521), count: 5, class_loss = 0.075769, iou_loss = 0.076819, total_loss = 0.152589 \n",
            " total_bbox = 203348, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2632: 0.272522, 0.231570 avg loss, 0.002610 rate, 1.478736 seconds, 168448 images, 203.864998 hours left\n",
            "Loaded: 0.000141 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795564), count: 72, class_loss = 0.323207, iou_loss = 0.176020, total_loss = 0.499226 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000771, iou_loss = 0.000000, total_loss = 0.000771 \n",
            " total_bbox = 203419, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2633: 0.162101, 0.224624 avg loss, 0.002610 rate, 1.471958 seconds, 168512 images, 203.870326 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781716), count: 85, class_loss = 0.426285, iou_loss = 0.225495, total_loss = 0.651780 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.447383), count: 3, class_loss = 0.041657, iou_loss = 0.032466, total_loss = 0.074122 \n",
            " total_bbox = 203507, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2634: 0.234392, 0.225600 avg loss, 0.002610 rate, 1.463287 seconds, 168576 images, 203.866307 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801972), count: 74, class_loss = 0.386953, iou_loss = 0.161244, total_loss = 0.548197 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.253348), count: 1, class_loss = 0.014358, iou_loss = 0.001746, total_loss = 0.016104 \n",
            " total_bbox = 203581, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2635: 0.201172, 0.223158 avg loss, 0.002610 rate, 1.496655 seconds, 168640 images, 203.850274 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801135), count: 70, class_loss = 0.347741, iou_loss = 0.146461, total_loss = 0.494202 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.532536), count: 4, class_loss = 0.039290, iou_loss = 0.046664, total_loss = 0.085954 \n",
            " total_bbox = 203655, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2636: 0.193880, 0.220230 avg loss, 0.002610 rate, 1.456930 seconds, 168704 images, 203.880493 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786427), count: 72, class_loss = 0.365367, iou_loss = 0.178193, total_loss = 0.543561 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.521366), count: 3, class_loss = 0.044608, iou_loss = 0.032456, total_loss = 0.077064 \n",
            " total_bbox = 203729, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2637: 0.205366, 0.218743 avg loss, 0.002610 rate, 1.500969 seconds, 168768 images, 203.855540 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808898), count: 74, class_loss = 0.356562, iou_loss = 0.159666, total_loss = 0.516228 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.297905), count: 3, class_loss = 0.045812, iou_loss = 0.010288, total_loss = 0.056099 \n",
            " total_bbox = 203805, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2638: 0.201675, 0.217037 avg loss, 0.002610 rate, 1.492677 seconds, 168832 images, 203.891766 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.805395), count: 71, class_loss = 0.271993, iou_loss = 0.159175, total_loss = 0.431168 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.569027), count: 6, class_loss = 0.069748, iou_loss = 0.148282, total_loss = 0.218031 \n",
            " total_bbox = 203882, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2639: 0.171213, 0.212454 avg loss, 0.002610 rate, 1.481033 seconds, 168896 images, 203.916070 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797407), count: 85, class_loss = 0.473330, iou_loss = 0.260664, total_loss = 0.733994 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000206, iou_loss = 0.000000, total_loss = 0.000206 \n",
            " total_bbox = 203967, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2640: 0.236879, 0.214897 avg loss, 0.002610 rate, 1.502480 seconds, 168960 images, 203.924062 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792866), count: 73, class_loss = 0.427558, iou_loss = 0.153453, total_loss = 0.581011 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.675193), count: 2, class_loss = 0.027127, iou_loss = 0.046382, total_loss = 0.073509 \n",
            " total_bbox = 204042, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2641: 0.227634, 0.216170 avg loss, 0.002610 rate, 1.471609 seconds, 169024 images, 203.961588 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801214), count: 70, class_loss = 0.429971, iou_loss = 0.105544, total_loss = 0.535515 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.360001), count: 1, class_loss = 0.014458, iou_loss = 0.041320, total_loss = 0.055778 \n",
            " total_bbox = 204113, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2642: 0.222673, 0.216821 avg loss, 0.002610 rate, 1.474589 seconds, 169088 images, 203.956098 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780067), count: 77, class_loss = 0.439530, iou_loss = 0.188088, total_loss = 0.627618 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.372027), count: 2, class_loss = 0.035533, iou_loss = 0.008056, total_loss = 0.043590 \n",
            " total_bbox = 204192, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2643: 0.237995, 0.218938 avg loss, 0.002610 rate, 1.481683 seconds, 169152 images, 203.954784 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788324), count: 79, class_loss = 0.389669, iou_loss = 0.197858, total_loss = 0.587526 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.537680), count: 5, class_loss = 0.039062, iou_loss = 0.081910, total_loss = 0.120972 \n",
            " total_bbox = 204275, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2644: 0.214734, 0.218518 avg loss, 0.002610 rate, 1.469397 seconds, 169216 images, 203.963264 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816338), count: 76, class_loss = 0.409565, iou_loss = 0.212190, total_loss = 0.621755 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.175824), count: 1, class_loss = 0.014776, iou_loss = 0.001679, total_loss = 0.016455 \n",
            " total_bbox = 204352, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2645: 0.212722, 0.217938 avg loss, 0.002610 rate, 1.468142 seconds, 169280 images, 203.954679 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798661), count: 71, class_loss = 0.452475, iou_loss = 0.147871, total_loss = 0.600346 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000383, iou_loss = 0.000000, total_loss = 0.000383 \n",
            " total_bbox = 204422, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2646: 0.226539, 0.218798 avg loss, 0.002610 rate, 1.468143 seconds, 169344 images, 203.944420 hours left\n",
            "Loaded: 0.000152 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785973), count: 81, class_loss = 0.291023, iou_loss = 0.277762, total_loss = 0.568785 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.533678), count: 4, class_loss = 0.047197, iou_loss = 0.049482, total_loss = 0.096679 \n",
            " total_bbox = 204507, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2647: 0.169482, 0.213867 avg loss, 0.002610 rate, 1.460800 seconds, 169408 images, 203.934290 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793856), count: 68, class_loss = 0.356138, iou_loss = 0.124693, total_loss = 0.480831 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.321579), count: 5, class_loss = 0.087761, iou_loss = 0.065334, total_loss = 0.153094 \n",
            " total_bbox = 204580, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2648: 0.222433, 0.214723 avg loss, 0.002610 rate, 1.467827 seconds, 169472 images, 203.914154 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794893), count: 74, class_loss = 0.406221, iou_loss = 0.138190, total_loss = 0.544411 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.491800), count: 1, class_loss = 0.004848, iou_loss = 0.007287, total_loss = 0.012136 \n",
            " total_bbox = 204654, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2649: 0.205925, 0.213843 avg loss, 0.002610 rate, 1.486157 seconds, 169536 images, 203.903875 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789009), count: 77, class_loss = 0.371430, iou_loss = 0.187517, total_loss = 0.558947 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001069, iou_loss = 0.000000, total_loss = 0.001069 \n",
            " total_bbox = 204731, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2650: 0.186365, 0.211096 avg loss, 0.002610 rate, 1.503913 seconds, 169600 images, 203.919008 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803544), count: 70, class_loss = 0.327382, iou_loss = 0.139228, total_loss = 0.466610 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.495582), count: 1, class_loss = 0.003467, iou_loss = 0.010748, total_loss = 0.014214 \n",
            " total_bbox = 204801, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2651: 0.165807, 0.206567 avg loss, 0.002610 rate, 1.501767 seconds, 169664 images, 203.958536 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793437), count: 75, class_loss = 0.333635, iou_loss = 0.161695, total_loss = 0.495330 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.513790), count: 1, class_loss = 0.014579, iou_loss = 0.011013, total_loss = 0.025592 \n",
            " total_bbox = 204876, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2652: 0.174486, 0.203359 avg loss, 0.002610 rate, 1.457106 seconds, 169728 images, 203.994665 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806170), count: 74, class_loss = 0.295952, iou_loss = 0.160673, total_loss = 0.456625 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.267381), count: 2, class_loss = 0.029701, iou_loss = 0.010518, total_loss = 0.040219 \n",
            " total_bbox = 204952, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2653: 0.163333, 0.199356 avg loss, 0.002610 rate, 1.498141 seconds, 169792 images, 203.968794 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800526), count: 73, class_loss = 0.487252, iou_loss = 0.147659, total_loss = 0.634912 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.494679), count: 2, class_loss = 0.021329, iou_loss = 0.025071, total_loss = 0.046400 \n",
            " total_bbox = 205027, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2654: 0.254676, 0.204888 avg loss, 0.002610 rate, 1.464860 seconds, 169856 images, 203.999851 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801209), count: 81, class_loss = 0.354943, iou_loss = 0.252206, total_loss = 0.607149 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.478372), count: 3, class_loss = 0.031935, iou_loss = 0.033614, total_loss = 0.065549 \n",
            " total_bbox = 205111, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2655: 0.193833, 0.203783 avg loss, 0.002610 rate, 1.502632 seconds, 169920 images, 203.984509 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795044), count: 78, class_loss = 0.371688, iou_loss = 0.216392, total_loss = 0.588080 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.419510), count: 3, class_loss = 0.039580, iou_loss = 0.022219, total_loss = 0.061799 \n",
            " total_bbox = 205192, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2656: 0.206064, 0.204011 avg loss, 0.002610 rate, 1.475287 seconds, 169984 images, 204.021562 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787644), count: 78, class_loss = 0.400620, iou_loss = 0.235675, total_loss = 0.636295 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.538249), count: 2, class_loss = 0.029907, iou_loss = 0.024297, total_loss = 0.054204 \n",
            " total_bbox = 205272, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2657: 0.215632, 0.205173 avg loss, 0.002610 rate, 1.470733 seconds, 170048 images, 204.020461 hours left\n",
            "Loaded: 0.000127 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796897), count: 82, class_loss = 0.423611, iou_loss = 0.208348, total_loss = 0.631958 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.310663), count: 4, class_loss = 0.058901, iou_loss = 0.020183, total_loss = 0.079084 \n",
            " total_bbox = 205358, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2658: 0.241744, 0.208830 avg loss, 0.002610 rate, 1.465854 seconds, 170112 images, 204.013069 hours left\n",
            "Loaded: 0.000320 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790989), count: 79, class_loss = 0.398549, iou_loss = 0.222685, total_loss = 0.621234 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.322668), count: 1, class_loss = 0.017662, iou_loss = 0.002045, total_loss = 0.019706 \n",
            " total_bbox = 205436, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2659: 0.208590, 0.208806 avg loss, 0.002610 rate, 1.485155 seconds, 170176 images, 203.999078 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770446), count: 83, class_loss = 0.326042, iou_loss = 0.283838, total_loss = 0.609880 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.364084), count: 7, class_loss = 0.098729, iou_loss = 0.034542, total_loss = 0.133271 \n",
            " total_bbox = 205526, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2660: 0.212859, 0.209211 avg loss, 0.002610 rate, 1.505310 seconds, 170240 images, 204.012136 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811694), count: 78, class_loss = 0.344240, iou_loss = 0.199211, total_loss = 0.543452 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.322306), count: 2, class_loss = 0.055166, iou_loss = 0.014776, total_loss = 0.069942 \n",
            " total_bbox = 205606, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2661: 0.200177, 0.208308 avg loss, 0.002610 rate, 1.462546 seconds, 170304 images, 204.052617 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792111), count: 71, class_loss = 0.334044, iou_loss = 0.127616, total_loss = 0.461660 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.398887), count: 4, class_loss = 0.055170, iou_loss = 0.099743, total_loss = 0.154913 \n",
            " total_bbox = 205681, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2662: 0.195049, 0.206982 avg loss, 0.002610 rate, 1.496525 seconds, 170368 images, 204.033611 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785461), count: 76, class_loss = 0.394845, iou_loss = 0.200746, total_loss = 0.595591 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.553419), count: 3, class_loss = 0.029662, iou_loss = 0.037069, total_loss = 0.066731 \n",
            " total_bbox = 205760, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2663: 0.212615, 0.207545 avg loss, 0.002610 rate, 1.491188 seconds, 170432 images, 204.061692 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788390), count: 65, class_loss = 0.381977, iou_loss = 0.093123, total_loss = 0.475099 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n",
            " total_bbox = 205825, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2664: 0.191126, 0.205903 avg loss, 0.002610 rate, 1.474852 seconds, 170496 images, 204.082129 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790699), count: 79, class_loss = 0.485599, iou_loss = 0.188398, total_loss = 0.673997 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.264952), count: 1, class_loss = 0.014047, iou_loss = 0.001324, total_loss = 0.015370 \n",
            " total_bbox = 205905, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2665: 0.250339, 0.210347 avg loss, 0.002610 rate, 1.484368 seconds, 170560 images, 204.079745 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792695), count: 72, class_loss = 0.346184, iou_loss = 0.125695, total_loss = 0.471879 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.426445), count: 2, class_loss = 0.031638, iou_loss = 0.015254, total_loss = 0.046892 \n",
            " total_bbox = 205978, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2666: 0.189338, 0.208246 avg loss, 0.002610 rate, 1.465417 seconds, 170624 images, 204.090574 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803158), count: 78, class_loss = 0.344878, iou_loss = 0.194779, total_loss = 0.539657 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.495676), count: 2, class_loss = 0.029243, iou_loss = 0.014917, total_loss = 0.044161 \n",
            " total_bbox = 206058, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2667: 0.187444, 0.206166 avg loss, 0.002610 rate, 1.467459 seconds, 170688 images, 204.075128 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772688), count: 81, class_loss = 0.520127, iou_loss = 0.228152, total_loss = 0.748278 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.263653), count: 2, class_loss = 0.031670, iou_loss = 0.008055, total_loss = 0.039725 \n",
            " total_bbox = 206141, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2668: 0.276425, 0.213192 avg loss, 0.002610 rate, 1.460941 seconds, 170752 images, 204.062610 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809381), count: 73, class_loss = 0.338155, iou_loss = 0.157404, total_loss = 0.495559 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.525491), count: 1, class_loss = 0.015765, iou_loss = 0.030284, total_loss = 0.046049 \n",
            " total_bbox = 206215, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2669: 0.177324, 0.209605 avg loss, 0.002610 rate, 1.478034 seconds, 170816 images, 204.041233 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797356), count: 75, class_loss = 0.409121, iou_loss = 0.143674, total_loss = 0.552795 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.322342), count: 1, class_loss = 0.018205, iou_loss = 0.002196, total_loss = 0.020401 \n",
            " total_bbox = 206291, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2670: 0.214144, 0.210059 avg loss, 0.002610 rate, 1.493058 seconds, 170880 images, 204.043673 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769586), count: 81, class_loss = 0.351819, iou_loss = 0.222889, total_loss = 0.574708 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.464109), count: 2, class_loss = 0.019720, iou_loss = 0.013649, total_loss = 0.033369 \n",
            " total_bbox = 206374, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2671: 0.186189, 0.207672 avg loss, 0.002610 rate, 1.458118 seconds, 170944 images, 204.066847 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783209), count: 81, class_loss = 0.535895, iou_loss = 0.186825, total_loss = 0.722720 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.470571), count: 2, class_loss = 0.025561, iou_loss = 0.016118, total_loss = 0.041680 \n",
            " total_bbox = 206456, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2672: 0.281136, 0.215018 avg loss, 0.002610 rate, 1.469767 seconds, 171008 images, 204.041525 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794711), count: 74, class_loss = 0.353469, iou_loss = 0.190197, total_loss = 0.543665 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.519813), count: 3, class_loss = 0.030410, iou_loss = 0.035233, total_loss = 0.065643 \n",
            " total_bbox = 206533, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2673: 0.192314, 0.212748 avg loss, 0.002610 rate, 1.476222 seconds, 171072 images, 204.032489 hours left\n",
            "Loaded: 0.000058 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806113), count: 72, class_loss = 0.384556, iou_loss = 0.125618, total_loss = 0.510173 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.723872), count: 3, class_loss = 0.037571, iou_loss = 0.115328, total_loss = 0.152898 \n",
            " total_bbox = 206607, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2674: 0.211320, 0.212605 avg loss, 0.002610 rate, 1.484724 seconds, 171136 images, 204.032526 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803091), count: 69, class_loss = 0.358648, iou_loss = 0.091775, total_loss = 0.450423 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.422602), count: 3, class_loss = 0.053730, iou_loss = 0.041199, total_loss = 0.094928 \n",
            " total_bbox = 206678, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2675: 0.206612, 0.212006 avg loss, 0.002610 rate, 1.480013 seconds, 171200 images, 204.044281 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767460), count: 73, class_loss = 0.390226, iou_loss = 0.144891, total_loss = 0.535117 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.521737), count: 1, class_loss = 0.014842, iou_loss = 0.014294, total_loss = 0.029135 \n",
            " total_bbox = 206751, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2676: 0.202923, 0.211098 avg loss, 0.002610 rate, 1.508085 seconds, 171264 images, 204.049397 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774937), count: 73, class_loss = 0.445411, iou_loss = 0.145203, total_loss = 0.590615 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446594), count: 7, class_loss = 0.101193, iou_loss = 0.078370, total_loss = 0.179563 \n",
            " total_bbox = 206831, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2677: 0.273728, 0.217361 avg loss, 0.002610 rate, 1.488737 seconds, 171328 images, 204.093249 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789071), count: 77, class_loss = 0.415641, iou_loss = 0.142230, total_loss = 0.557870 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.092876), count: 1, class_loss = 0.015604, iou_loss = 0.000262, total_loss = 0.015866 \n",
            " total_bbox = 206909, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2678: 0.216234, 0.217248 avg loss, 0.002610 rate, 1.472791 seconds, 171392 images, 204.109931 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779788), count: 74, class_loss = 0.428860, iou_loss = 0.187085, total_loss = 0.615945 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.528500), count: 4, class_loss = 0.037151, iou_loss = 0.046498, total_loss = 0.083648 \n",
            " total_bbox = 206985, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2679: 0.233384, 0.218861 avg loss, 0.002610 rate, 1.461343 seconds, 171456 images, 204.104363 hours left\n",
            "Loaded: 0.000138 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790584), count: 77, class_loss = 0.392973, iou_loss = 0.208044, total_loss = 0.601017 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.611363), count: 4, class_loss = 0.044802, iou_loss = 0.068289, total_loss = 0.113091 \n",
            " total_bbox = 207064, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2680: 0.219214, 0.218897 avg loss, 0.002610 rate, 1.458683 seconds, 171520 images, 204.083036 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778833), count: 84, class_loss = 0.521670, iou_loss = 0.200874, total_loss = 0.722544 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446947), count: 4, class_loss = 0.050036, iou_loss = 0.034435, total_loss = 0.084470 \n",
            " total_bbox = 207150, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2681: 0.286276, 0.225635 avg loss, 0.002610 rate, 1.475816 seconds, 171584 images, 204.058374 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776261), count: 68, class_loss = 0.371551, iou_loss = 0.110505, total_loss = 0.482056 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.480733), count: 1, class_loss = 0.014119, iou_loss = 0.010578, total_loss = 0.024697 \n",
            " total_bbox = 207219, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2682: 0.193242, 0.222395 avg loss, 0.002610 rate, 1.460839 seconds, 171648 images, 204.057505 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798007), count: 70, class_loss = 0.347048, iou_loss = 0.085889, total_loss = 0.432938 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.401033), count: 1, class_loss = 0.017399, iou_loss = 0.003730, total_loss = 0.021130 \n",
            " total_bbox = 207289, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2683: 0.182662, 0.218422 avg loss, 0.002610 rate, 1.473369 seconds, 171712 images, 204.035967 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799332), count: 68, class_loss = 0.341694, iou_loss = 0.089252, total_loss = 0.430946 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.404715), count: 3, class_loss = 0.039838, iou_loss = 0.042742, total_loss = 0.082580 \n",
            " total_bbox = 207359, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2684: 0.191202, 0.215700 avg loss, 0.002610 rate, 1.485616 seconds, 171776 images, 204.031960 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766800), count: 75, class_loss = 0.356690, iou_loss = 0.140320, total_loss = 0.497010 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.021674), count: 1, class_loss = 0.023195, iou_loss = 0.098827, total_loss = 0.122022 \n",
            " total_bbox = 207434, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2685: 0.190605, 0.213190 avg loss, 0.002610 rate, 1.465714 seconds, 171840 images, 204.044907 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776632), count: 76, class_loss = 0.420861, iou_loss = 0.177235, total_loss = 0.598095 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.419117), count: 5, class_loss = 0.066185, iou_loss = 0.038073, total_loss = 0.104258 \n",
            " total_bbox = 207513, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2686: 0.243963, 0.216268 avg loss, 0.002610 rate, 1.506260 seconds, 171904 images, 204.030242 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784248), count: 69, class_loss = 0.309380, iou_loss = 0.138259, total_loss = 0.447639 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.420654), count: 2, class_loss = 0.021599, iou_loss = 0.056166, total_loss = 0.077765 \n",
            " total_bbox = 207583, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2687: 0.165924, 0.211233 avg loss, 0.002610 rate, 1.489814 seconds, 171968 images, 204.071744 hours left\n",
            "Loaded: 0.000054 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786876), count: 74, class_loss = 0.382161, iou_loss = 0.174811, total_loss = 0.556972 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.425465), count: 1, class_loss = 0.021396, iou_loss = 0.024065, total_loss = 0.045461 \n",
            " total_bbox = 207658, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2688: 0.202209, 0.210331 avg loss, 0.002610 rate, 1.482448 seconds, 172032 images, 204.090130 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802808), count: 73, class_loss = 0.323571, iou_loss = 0.156933, total_loss = 0.480504 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.353463), count: 1, class_loss = 0.005102, iou_loss = 0.003494, total_loss = 0.008596 \n",
            " total_bbox = 207732, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2689: 0.164798, 0.205778 avg loss, 0.002610 rate, 1.484616 seconds, 172096 images, 204.098051 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789518), count: 71, class_loss = 0.313358, iou_loss = 0.135105, total_loss = 0.448463 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.458328), count: 3, class_loss = 0.044315, iou_loss = 0.024869, total_loss = 0.069184 \n",
            " total_bbox = 207806, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2690: 0.179248, 0.203125 avg loss, 0.002610 rate, 1.494624 seconds, 172160 images, 204.108956 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789450), count: 79, class_loss = 0.341080, iou_loss = 0.186791, total_loss = 0.527871 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.515155), count: 7, class_loss = 0.093781, iou_loss = 0.076077, total_loss = 0.169858 \n",
            " total_bbox = 207892, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2691: 0.217811, 0.204593 avg loss, 0.002610 rate, 1.509350 seconds, 172224 images, 204.133574 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777440), count: 69, class_loss = 0.429395, iou_loss = 0.132199, total_loss = 0.561594 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.208979), count: 2, class_loss = 0.033920, iou_loss = 0.050944, total_loss = 0.084864 \n",
            " total_bbox = 207960, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2692: 0.232212, 0.207355 avg loss, 0.002610 rate, 1.464263 seconds, 172288 images, 204.178272 hours left\n",
            "Loaded: 0.000144 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777824), count: 74, class_loss = 0.423620, iou_loss = 0.148825, total_loss = 0.572445 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.377773), count: 4, class_loss = 0.052100, iou_loss = 0.032626, total_loss = 0.084726 \n",
            " total_bbox = 208038, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2693: 0.238322, 0.210452 avg loss, 0.002610 rate, 1.473416 seconds, 172352 images, 204.160217 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774799), count: 81, class_loss = 0.478970, iou_loss = 0.153945, total_loss = 0.632915 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.450201), count: 2, class_loss = 0.014800, iou_loss = 0.020992, total_loss = 0.035792 \n",
            " total_bbox = 208120, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2694: 0.247309, 0.214137 avg loss, 0.002610 rate, 1.483918 seconds, 172416 images, 204.155117 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782592), count: 75, class_loss = 0.349905, iou_loss = 0.173511, total_loss = 0.523416 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.265321), count: 2, class_loss = 0.029742, iou_loss = 0.004639, total_loss = 0.034381 \n",
            " total_bbox = 208197, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2695: 0.190344, 0.211758 avg loss, 0.002610 rate, 1.482882 seconds, 172480 images, 204.164415 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792630), count: 72, class_loss = 0.467148, iou_loss = 0.141302, total_loss = 0.608450 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.621978), count: 3, class_loss = 0.032204, iou_loss = 0.052325, total_loss = 0.084529 \n",
            " total_bbox = 208268, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2696: 0.249996, 0.215582 avg loss, 0.002610 rate, 1.457677 seconds, 172544 images, 204.172201 hours left\n",
            "Loaded: 0.000052 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799477), count: 70, class_loss = 0.308431, iou_loss = 0.145351, total_loss = 0.453781 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.253101), count: 3, class_loss = 0.043248, iou_loss = 0.013708, total_loss = 0.056956 \n",
            " total_bbox = 208340, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2697: 0.176358, 0.211660 avg loss, 0.002610 rate, 1.461553 seconds, 172608 images, 204.145067 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776022), count: 71, class_loss = 0.351951, iou_loss = 0.126828, total_loss = 0.478779 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.768689), count: 2, class_loss = 0.020627, iou_loss = 0.061004, total_loss = 0.081631 \n",
            " total_bbox = 208409, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2698: 0.186538, 0.209147 avg loss, 0.002610 rate, 1.484025 seconds, 172672 images, 204.123518 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809540), count: 77, class_loss = 0.471655, iou_loss = 0.167034, total_loss = 0.638689 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.353518), count: 3, class_loss = 0.039992, iou_loss = 0.023059, total_loss = 0.063051 \n",
            " total_bbox = 208489, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2699: 0.256281, 0.213861 avg loss, 0.002610 rate, 1.476353 seconds, 172736 images, 204.133286 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791790), count: 73, class_loss = 0.337145, iou_loss = 0.135307, total_loss = 0.472452 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.633654), count: 2, class_loss = 0.020716, iou_loss = 0.027067, total_loss = 0.047783 \n",
            " total_bbox = 208563, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2700: 0.179245, 0.210399 avg loss, 0.002610 rate, 1.468040 seconds, 172800 images, 204.132371 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791092), count: 74, class_loss = 0.430728, iou_loss = 0.135216, total_loss = 0.565944 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.494194), count: 1, class_loss = 0.015127, iou_loss = 0.009421, total_loss = 0.024547 \n",
            " total_bbox = 208638, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2701: 0.223318, 0.211691 avg loss, 0.002610 rate, 1.039260 seconds, 172864 images, 204.119927 hours left\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816732), count: 80, class_loss = 0.351105, iou_loss = 0.193944, total_loss = 0.545049 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.496382), count: 2, class_loss = 0.017215, iou_loss = 0.019607, total_loss = 0.036822 \n",
            " total_bbox = 208720, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2702: 0.184536, 0.208976 avg loss, 0.002610 rate, 1.458164 seconds, 172928 images, 203.515099 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797939), count: 81, class_loss = 0.377061, iou_loss = 0.191858, total_loss = 0.568919 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.544359), count: 5, class_loss = 0.047193, iou_loss = 0.075358, total_loss = 0.122551 \n",
            " total_bbox = 208806, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2703: 0.212487, 0.209327 avg loss, 0.002610 rate, 1.476913 seconds, 172992 images, 203.495238 hours left\n",
            "Loaded: 0.000122 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797016), count: 74, class_loss = 0.477745, iou_loss = 0.146842, total_loss = 0.624587 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000528, iou_loss = 0.000000, total_loss = 0.000528 \n",
            " total_bbox = 208879, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2704: 0.239247, 0.212319 avg loss, 0.002610 rate, 1.458359 seconds, 173056 images, 203.501426 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798576), count: 74, class_loss = 0.446428, iou_loss = 0.127662, total_loss = 0.574090 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.467463), count: 3, class_loss = 0.046548, iou_loss = 0.040815, total_loss = 0.087363 \n",
            " total_bbox = 208956, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2705: 0.246889, 0.215776 avg loss, 0.002610 rate, 1.528223 seconds, 173120 images, 203.481971 hours left\n",
            "Loaded: 0.000120 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789925), count: 71, class_loss = 0.292680, iou_loss = 0.173350, total_loss = 0.466031 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432905), count: 5, class_loss = 0.076602, iou_loss = 0.049879, total_loss = 0.126480 \n",
            " total_bbox = 209031, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2706: 0.185066, 0.212705 avg loss, 0.002610 rate, 1.490660 seconds, 173184 images, 203.559227 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762410), count: 76, class_loss = 0.315712, iou_loss = 0.157415, total_loss = 0.473126 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.398615), count: 3, class_loss = 0.041457, iou_loss = 0.050626, total_loss = 0.092083 \n",
            " total_bbox = 209110, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2707: 0.179043, 0.209339 avg loss, 0.002610 rate, 1.466766 seconds, 173248 images, 203.583822 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803621), count: 65, class_loss = 0.363502, iou_loss = 0.070232, total_loss = 0.433734 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.305084), count: 4, class_loss = 0.059003, iou_loss = 0.022821, total_loss = 0.081824 \n",
            " total_bbox = 209178, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2708: 0.211740, 0.209579 avg loss, 0.002610 rate, 1.485154 seconds, 173312 images, 203.575106 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792160), count: 77, class_loss = 0.389909, iou_loss = 0.148975, total_loss = 0.538884 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.571042), count: 3, class_loss = 0.030139, iou_loss = 0.122067, total_loss = 0.152206 \n",
            " total_bbox = 209258, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2709: 0.210372, 0.209658 avg loss, 0.002610 rate, 1.497867 seconds, 173376 images, 203.591911 hours left\n",
            "Loaded: 0.000053 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788341), count: 69, class_loss = 0.353700, iou_loss = 0.154813, total_loss = 0.508513 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.347582), count: 1, class_loss = 0.015616, iou_loss = 0.002585, total_loss = 0.018201 \n",
            " total_bbox = 209326, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2710: 0.185130, 0.207205 avg loss, 0.002610 rate, 1.494246 seconds, 173440 images, 203.626083 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792604), count: 76, class_loss = 0.465244, iou_loss = 0.202728, total_loss = 0.667972 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.347632), count: 4, class_loss = 0.070606, iou_loss = 0.024653, total_loss = 0.095258 \n",
            " total_bbox = 209405, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2711: 0.268395, 0.213324 avg loss, 0.002610 rate, 1.461142 seconds, 173504 images, 203.654856 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784708), count: 81, class_loss = 0.335897, iou_loss = 0.189046, total_loss = 0.524943 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.371011), count: 3, class_loss = 0.031404, iou_loss = 0.145540, total_loss = 0.176945 \n",
            " total_bbox = 209489, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2712: 0.184113, 0.210403 avg loss, 0.002610 rate, 1.473120 seconds, 173568 images, 203.637626 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798079), count: 75, class_loss = 0.384411, iou_loss = 0.156097, total_loss = 0.540507 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.429400), count: 4, class_loss = 0.046671, iou_loss = 0.046490, total_loss = 0.093161 \n",
            " total_bbox = 209567, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2713: 0.215963, 0.210959 avg loss, 0.002610 rate, 1.496344 seconds, 173632 images, 203.637114 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804092), count: 71, class_loss = 0.420597, iou_loss = 0.128447, total_loss = 0.549043 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.772345), count: 1, class_loss = 0.016579, iou_loss = 0.027876, total_loss = 0.044456 \n",
            " total_bbox = 209639, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2714: 0.218820, 0.211745 avg loss, 0.002610 rate, 1.463343 seconds, 173696 images, 203.668710 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774106), count: 80, class_loss = 0.435269, iou_loss = 0.185226, total_loss = 0.620495 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.642173), count: 4, class_loss = 0.038416, iou_loss = 0.083547, total_loss = 0.121964 \n",
            " total_bbox = 209722, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2715: 0.237162, 0.214287 avg loss, 0.002610 rate, 1.468364 seconds, 173760 images, 203.654404 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786738), count: 79, class_loss = 0.318749, iou_loss = 0.232368, total_loss = 0.551117 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.441547), count: 2, class_loss = 0.024159, iou_loss = 0.017891, total_loss = 0.042050 \n",
            " total_bbox = 209802, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2716: 0.171876, 0.210046 avg loss, 0.002610 rate, 1.467341 seconds, 173824 images, 203.647116 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803224), count: 76, class_loss = 0.369861, iou_loss = 0.156303, total_loss = 0.526164 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000644, iou_loss = 0.000000, total_loss = 0.000644 \n",
            " total_bbox = 209878, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2717: 0.185360, 0.207577 avg loss, 0.002610 rate, 1.481047 seconds, 173888 images, 203.638488 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776266), count: 71, class_loss = 0.453478, iou_loss = 0.103801, total_loss = 0.557279 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.470581), count: 1, class_loss = 0.016200, iou_loss = 0.006818, total_loss = 0.023019 \n",
            " total_bbox = 209948, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2718: 0.235251, 0.210345 avg loss, 0.002610 rate, 1.472871 seconds, 173952 images, 203.648956 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795500), count: 72, class_loss = 0.354589, iou_loss = 0.125801, total_loss = 0.480390 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.532051), count: 5, class_loss = 0.055823, iou_loss = 0.061646, total_loss = 0.117469 \n",
            " total_bbox = 210025, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2719: 0.205574, 0.209868 avg loss, 0.002610 rate, 1.479318 seconds, 174016 images, 203.648000 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797612), count: 72, class_loss = 0.426910, iou_loss = 0.170232, total_loss = 0.597142 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.583530), count: 2, class_loss = 0.027775, iou_loss = 0.037415, total_loss = 0.065190 \n",
            " total_bbox = 210099, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2720: 0.227681, 0.211649 avg loss, 0.002610 rate, 1.522534 seconds, 174080 images, 203.655918 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798342), count: 76, class_loss = 0.325072, iou_loss = 0.234974, total_loss = 0.560046 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.414879), count: 3, class_loss = 0.046190, iou_loss = 0.024958, total_loss = 0.071148 \n",
            " total_bbox = 210178, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2721: 0.186061, 0.209090 avg loss, 0.002610 rate, 1.489764 seconds, 174144 images, 203.723495 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808059), count: 68, class_loss = 0.439517, iou_loss = 0.141792, total_loss = 0.581309 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.593956), count: 1, class_loss = 0.007541, iou_loss = 0.013114, total_loss = 0.020655 \n",
            " total_bbox = 210247, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2722: 0.223856, 0.210567 avg loss, 0.002610 rate, 1.503935 seconds, 174208 images, 203.745110 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777752), count: 77, class_loss = 0.465133, iou_loss = 0.201681, total_loss = 0.666814 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.435308), count: 2, class_loss = 0.028922, iou_loss = 0.013510, total_loss = 0.042432 \n",
            " total_bbox = 210324, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2723: 0.247458, 0.214256 avg loss, 0.002610 rate, 1.482132 seconds, 174272 images, 203.786097 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791686), count: 80, class_loss = 0.412112, iou_loss = 0.215812, total_loss = 0.627925 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.323338), count: 3, class_loss = 0.050710, iou_loss = 0.025392, total_loss = 0.076102 \n",
            " total_bbox = 210406, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2724: 0.231895, 0.216020 avg loss, 0.002610 rate, 1.472703 seconds, 174336 images, 203.796523 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783077), count: 83, class_loss = 0.597569, iou_loss = 0.195902, total_loss = 0.793471 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.687985), count: 1, class_loss = 0.011243, iou_loss = 0.027352, total_loss = 0.038595 \n",
            " total_bbox = 210490, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2725: 0.304695, 0.224887 avg loss, 0.002610 rate, 1.473381 seconds, 174400 images, 203.793804 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.817275), count: 74, class_loss = 0.347134, iou_loss = 0.218681, total_loss = 0.565815 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.563450), count: 2, class_loss = 0.018262, iou_loss = 0.029543, total_loss = 0.047805 \n",
            " total_bbox = 210565, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2726: 0.183036, 0.220702 avg loss, 0.002610 rate, 1.479681 seconds, 174464 images, 203.792050 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786987), count: 79, class_loss = 0.453416, iou_loss = 0.165779, total_loss = 0.619195 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.624343), count: 6, class_loss = 0.068052, iou_loss = 0.157758, total_loss = 0.225810 \n",
            " total_bbox = 210650, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2727: 0.261056, 0.224738 avg loss, 0.002610 rate, 1.464187 seconds, 174528 images, 203.799040 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804367), count: 78, class_loss = 0.436264, iou_loss = 0.194037, total_loss = 0.630302 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.624649), count: 1, class_loss = 0.018027, iou_loss = 0.012606, total_loss = 0.030633 \n",
            " total_bbox = 210727, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2728: 0.227458, 0.225010 avg loss, 0.002610 rate, 1.476396 seconds, 174592 images, 203.784557 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811495), count: 70, class_loss = 0.225652, iou_loss = 0.141622, total_loss = 0.367274 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.382533), count: 1, class_loss = 0.015386, iou_loss = 0.003213, total_loss = 0.018599 \n",
            " total_bbox = 210798, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2729: 0.120960, 0.214605 avg loss, 0.002610 rate, 1.458530 seconds, 174656 images, 203.787037 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.805675), count: 74, class_loss = 0.387401, iou_loss = 0.160352, total_loss = 0.547752 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.417065), count: 2, class_loss = 0.018699, iou_loss = 0.029512, total_loss = 0.048210 \n",
            " total_bbox = 210874, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2730: 0.203475, 0.213492 avg loss, 0.002610 rate, 1.494242 seconds, 174720 images, 203.764861 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.815716), count: 66, class_loss = 0.357513, iou_loss = 0.115704, total_loss = 0.473217 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.121520), count: 2, class_loss = 0.028783, iou_loss = 0.000709, total_loss = 0.029493 \n",
            " total_bbox = 210939, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2731: 0.193729, 0.211515 avg loss, 0.002610 rate, 1.468106 seconds, 174784 images, 203.792229 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799607), count: 82, class_loss = 0.488213, iou_loss = 0.204638, total_loss = 0.692851 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.141527), count: 4, class_loss = 0.064732, iou_loss = 0.012175, total_loss = 0.076907 \n",
            " total_bbox = 211025, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2732: 0.277051, 0.218069 avg loss, 0.002610 rate, 1.464222 seconds, 174848 images, 203.783194 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791090), count: 70, class_loss = 0.323222, iou_loss = 0.137635, total_loss = 0.460856 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.602700), count: 3, class_loss = 0.047583, iou_loss = 0.044244, total_loss = 0.091827 \n",
            " total_bbox = 211097, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2733: 0.185734, 0.214836 avg loss, 0.002610 rate, 1.480492 seconds, 174912 images, 203.768859 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.812407), count: 77, class_loss = 0.429023, iou_loss = 0.179888, total_loss = 0.608911 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.397131), count: 6, class_loss = 0.069983, iou_loss = 0.036437, total_loss = 0.106419 \n",
            " total_bbox = 211180, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2734: 0.249935, 0.218345 avg loss, 0.002610 rate, 1.477781 seconds, 174976 images, 203.777185 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799084), count: 70, class_loss = 0.507359, iou_loss = 0.148472, total_loss = 0.655831 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.768381), count: 2, class_loss = 0.019065, iou_loss = 0.052682, total_loss = 0.071747 \n",
            " total_bbox = 211251, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2735: 0.263448, 0.222856 avg loss, 0.002610 rate, 1.479803 seconds, 175040 images, 203.781640 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799389), count: 77, class_loss = 0.363166, iou_loss = 0.216461, total_loss = 0.579627 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.652341), count: 3, class_loss = 0.033111, iou_loss = 0.045623, total_loss = 0.078734 \n",
            " total_bbox = 211331, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2736: 0.198438, 0.220414 avg loss, 0.002610 rate, 1.499954 seconds, 175104 images, 203.788832 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786606), count: 81, class_loss = 0.446248, iou_loss = 0.235335, total_loss = 0.681583 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.605263), count: 2, class_loss = 0.012871, iou_loss = 0.030224, total_loss = 0.043095 \n",
            " total_bbox = 211414, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2737: 0.229892, 0.221362 avg loss, 0.002610 rate, 1.469931 seconds, 175168 images, 203.823786 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.805632), count: 67, class_loss = 0.393777, iou_loss = 0.135128, total_loss = 0.528905 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.399919), count: 3, class_loss = 0.038878, iou_loss = 0.113414, total_loss = 0.152293 \n",
            " total_bbox = 211484, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2738: 0.216762, 0.220902 avg loss, 0.002610 rate, 1.469731 seconds, 175232 images, 203.816939 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.813745), count: 72, class_loss = 0.309646, iou_loss = 0.177823, total_loss = 0.487468 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.440145), count: 2, class_loss = 0.020622, iou_loss = 0.012029, total_loss = 0.032651 \n",
            " total_bbox = 211558, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2739: 0.165542, 0.215366 avg loss, 0.002610 rate, 1.470009 seconds, 175296 images, 203.809855 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.823115), count: 75, class_loss = 0.313607, iou_loss = 0.177934, total_loss = 0.491540 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.216665), count: 4, class_loss = 0.052397, iou_loss = 0.010936, total_loss = 0.063334 \n",
            " total_bbox = 211637, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2740: 0.183527, 0.212182 avg loss, 0.002610 rate, 1.474199 seconds, 175360 images, 203.803220 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792238), count: 72, class_loss = 0.354669, iou_loss = 0.151144, total_loss = 0.505812 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.411287), count: 1, class_loss = 0.013576, iou_loss = 0.003940, total_loss = 0.017516 \n",
            " total_bbox = 211710, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2741: 0.184558, 0.209420 avg loss, 0.002610 rate, 1.505081 seconds, 175424 images, 203.802509 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.819990), count: 68, class_loss = 0.353430, iou_loss = 0.122232, total_loss = 0.475662 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.416433), count: 3, class_loss = 0.036993, iou_loss = 0.018631, total_loss = 0.055624 \n",
            " total_bbox = 211781, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2742: 0.195629, 0.208041 avg loss, 0.002610 rate, 1.480717 seconds, 175488 images, 203.844410 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794010), count: 72, class_loss = 0.421570, iou_loss = 0.136489, total_loss = 0.558059 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.099254), count: 2, class_loss = 0.031180, iou_loss = 0.023525, total_loss = 0.054705 \n",
            " total_bbox = 211854, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2743: 0.226980, 0.209934 avg loss, 0.002610 rate, 1.460087 seconds, 175552 images, 203.852238 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.761847), count: 82, class_loss = 0.439915, iou_loss = 0.240298, total_loss = 0.680212 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.373557), count: 8, class_loss = 0.102292, iou_loss = 0.206770, total_loss = 0.309062 \n",
            " total_bbox = 211943, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2744: 0.271576, 0.216099 avg loss, 0.002610 rate, 1.459150 seconds, 175616 images, 203.831454 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770326), count: 75, class_loss = 0.373360, iou_loss = 0.196556, total_loss = 0.569916 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.551630), count: 4, class_loss = 0.053216, iou_loss = 0.120809, total_loss = 0.174025 \n",
            " total_bbox = 212022, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2745: 0.213659, 0.215855 avg loss, 0.002610 rate, 1.498158 seconds, 175680 images, 203.809580 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801068), count: 77, class_loss = 0.407641, iou_loss = 0.165740, total_loss = 0.573381 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.337317), count: 3, class_loss = 0.039397, iou_loss = 0.024716, total_loss = 0.064112 \n",
            " total_bbox = 212102, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2746: 0.223990, 0.216668 avg loss, 0.002610 rate, 1.492141 seconds, 175744 images, 203.841859 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795431), count: 71, class_loss = 0.365414, iou_loss = 0.132991, total_loss = 0.498405 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.054524), count: 1, class_loss = 0.018418, iou_loss = 0.000164, total_loss = 0.018582 \n",
            " total_bbox = 212173, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2747: 0.192545, 0.214256 avg loss, 0.002610 rate, 1.470275 seconds, 175808 images, 203.865464 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801055), count: 78, class_loss = 0.368952, iou_loss = 0.177223, total_loss = 0.546175 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.282690), count: 3, class_loss = 0.032281, iou_loss = 0.014511, total_loss = 0.046792 \n",
            " total_bbox = 212254, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2748: 0.201118, 0.212942 avg loss, 0.002610 rate, 1.482099 seconds, 175872 images, 203.858621 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811768), count: 80, class_loss = 0.408375, iou_loss = 0.176598, total_loss = 0.584973 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.388600), count: 2, class_loss = 0.027890, iou_loss = 0.022575, total_loss = 0.050465 \n",
            " total_bbox = 212336, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2749: 0.218570, 0.213505 avg loss, 0.002610 rate, 1.500876 seconds, 175936 images, 203.868176 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794134), count: 78, class_loss = 0.360960, iou_loss = 0.199695, total_loss = 0.560655 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.343208), count: 6, class_loss = 0.086882, iou_loss = 0.048219, total_loss = 0.135101 \n",
            " total_bbox = 212418, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2750: 0.224393, 0.214594 avg loss, 0.002610 rate, 1.517575 seconds, 176000 images, 203.903593 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809457), count: 73, class_loss = 0.270503, iou_loss = 0.187495, total_loss = 0.457998 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.662228), count: 3, class_loss = 0.024615, iou_loss = 0.052586, total_loss = 0.077201 \n",
            " total_bbox = 212492, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2751: 0.147848, 0.207919 avg loss, 0.002610 rate, 1.478992 seconds, 176064 images, 203.961706 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.807986), count: 73, class_loss = 0.358940, iou_loss = 0.173461, total_loss = 0.532401 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.308226), count: 1, class_loss = 0.015853, iou_loss = 0.001911, total_loss = 0.017764 \n",
            " total_bbox = 212565, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2752: 0.187880, 0.205915 avg loss, 0.002610 rate, 1.464121 seconds, 176128 images, 203.965927 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797596), count: 70, class_loss = 0.425314, iou_loss = 0.119300, total_loss = 0.544615 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.820633), count: 4, class_loss = 0.036760, iou_loss = 0.109323, total_loss = 0.146083 \n",
            " total_bbox = 212638, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2753: 0.231246, 0.208448 avg loss, 0.002610 rate, 1.466084 seconds, 176192 images, 203.949566 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769460), count: 75, class_loss = 0.388439, iou_loss = 0.185343, total_loss = 0.573782 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.748271), count: 1, class_loss = 0.006209, iou_loss = 0.022960, total_loss = 0.029170 \n",
            " total_bbox = 212714, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2754: 0.197588, 0.207362 avg loss, 0.002610 rate, 1.468183 seconds, 176256 images, 203.936053 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783560), count: 82, class_loss = 0.463351, iou_loss = 0.237500, total_loss = 0.700851 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000146, iou_loss = 0.000000, total_loss = 0.000146 \n",
            " total_bbox = 212794, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2755: 0.231867, 0.209813 avg loss, 0.002610 rate, 1.462671 seconds, 176320 images, 203.925600 hours left\n",
            "Loaded: 0.000138 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781867), count: 77, class_loss = 0.359598, iou_loss = 0.188622, total_loss = 0.548219 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.465209), count: 5, class_loss = 0.075685, iou_loss = 0.114877, total_loss = 0.190562 \n",
            " total_bbox = 212876, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2756: 0.218053, 0.210637 avg loss, 0.002610 rate, 1.458602 seconds, 176384 images, 203.907632 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784565), count: 75, class_loss = 0.339942, iou_loss = 0.145931, total_loss = 0.485873 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.393289), count: 3, class_loss = 0.020180, iou_loss = 0.027623, total_loss = 0.047803 \n",
            " total_bbox = 212954, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2757: 0.180511, 0.207624 avg loss, 0.002610 rate, 1.456649 seconds, 176448 images, 203.884262 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803998), count: 71, class_loss = 0.374829, iou_loss = 0.118699, total_loss = 0.493529 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.572514), count: 1, class_loss = 0.016095, iou_loss = 0.013400, total_loss = 0.029495 \n",
            " total_bbox = 213026, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2758: 0.195803, 0.206442 avg loss, 0.002610 rate, 1.466021 seconds, 176512 images, 203.858357 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816195), count: 68, class_loss = 0.253173, iou_loss = 0.144673, total_loss = 0.397846 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.382958), count: 5, class_loss = 0.054561, iou_loss = 0.053364, total_loss = 0.107924 \n",
            " total_bbox = 213099, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2759: 0.154305, 0.201228 avg loss, 0.002610 rate, 1.464504 seconds, 176576 images, 203.845675 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803607), count: 77, class_loss = 0.318264, iou_loss = 0.165609, total_loss = 0.483872 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.341800), count: 2, class_loss = 0.025121, iou_loss = 0.030068, total_loss = 0.055190 \n",
            " total_bbox = 213177, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2760: 0.172160, 0.198321 avg loss, 0.002610 rate, 1.475908 seconds, 176640 images, 203.830984 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791980), count: 83, class_loss = 0.415910, iou_loss = 0.237728, total_loss = 0.653638 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.502238), count: 2, class_loss = 0.031596, iou_loss = 0.023954, total_loss = 0.055550 \n",
            " total_bbox = 213261, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2761: 0.224139, 0.200903 avg loss, 0.002610 rate, 1.479742 seconds, 176704 images, 203.832240 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.810342), count: 65, class_loss = 0.337664, iou_loss = 0.081760, total_loss = 0.419425 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.436145), count: 1, class_loss = 0.015772, iou_loss = 0.004487, total_loss = 0.020258 \n",
            " total_bbox = 213326, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2762: 0.177130, 0.198526 avg loss, 0.002610 rate, 1.460557 seconds, 176768 images, 203.838744 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797971), count: 86, class_loss = 0.339443, iou_loss = 0.242849, total_loss = 0.582292 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.599018), count: 2, class_loss = 0.021685, iou_loss = 0.033378, total_loss = 0.055063 \n",
            " total_bbox = 213413, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2763: 0.180894, 0.196763 avg loss, 0.002610 rate, 1.457318 seconds, 176832 images, 203.818722 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801399), count: 73, class_loss = 0.404985, iou_loss = 0.154463, total_loss = 0.559448 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.195281), count: 4, class_loss = 0.068886, iou_loss = 0.010645, total_loss = 0.079530 \n",
            " total_bbox = 213490, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2764: 0.237484, 0.200835 avg loss, 0.002610 rate, 1.475353 seconds, 176896 images, 203.794384 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799338), count: 69, class_loss = 0.310422, iou_loss = 0.153925, total_loss = 0.464347 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.587926), count: 2, class_loss = 0.024398, iou_loss = 0.030682, total_loss = 0.055081 \n",
            " total_bbox = 213558, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2765: 0.167745, 0.197526 avg loss, 0.002610 rate, 1.466415 seconds, 176960 images, 203.795245 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.765161), count: 81, class_loss = 0.416711, iou_loss = 0.193106, total_loss = 0.609817 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.249229), count: 2, class_loss = 0.022136, iou_loss = 0.005751, total_loss = 0.027887 \n",
            " total_bbox = 213641, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2766: 0.219963, 0.199770 avg loss, 0.002610 rate, 1.479519 seconds, 177024 images, 203.783716 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794656), count: 74, class_loss = 0.435155, iou_loss = 0.166746, total_loss = 0.601901 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.371962), count: 2, class_loss = 0.024969, iou_loss = 0.013979, total_loss = 0.038947 \n",
            " total_bbox = 213717, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2767: 0.230517, 0.202844 avg loss, 0.002610 rate, 1.454253 seconds, 177088 images, 203.790402 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786218), count: 80, class_loss = 0.384397, iou_loss = 0.192149, total_loss = 0.576546 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.568798), count: 2, class_loss = 0.028620, iou_loss = 0.029435, total_loss = 0.058055 \n",
            " total_bbox = 213799, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2768: 0.206861, 0.203246 avg loss, 0.002610 rate, 1.497569 seconds, 177152 images, 203.762150 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797129), count: 67, class_loss = 0.446718, iou_loss = 0.127273, total_loss = 0.573990 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000879, iou_loss = 0.000000, total_loss = 0.000879 \n",
            " total_bbox = 213865, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2769: 0.223909, 0.205312 avg loss, 0.002610 rate, 1.483164 seconds, 177216 images, 203.794044 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790655), count: 75, class_loss = 0.457242, iou_loss = 0.186802, total_loss = 0.644044 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.265782), count: 2, class_loss = 0.022638, iou_loss = 0.008006, total_loss = 0.030644 \n",
            " total_bbox = 213942, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2770: 0.240456, 0.208827 avg loss, 0.002610 rate, 1.472858 seconds, 177280 images, 203.805654 hours left\n",
            "Loaded: 0.000127 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785099), count: 82, class_loss = 0.421154, iou_loss = 0.213755, total_loss = 0.634909 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.553878), count: 8, class_loss = 0.109398, iou_loss = 0.566418, total_loss = 0.675816 \n",
            " total_bbox = 214031, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2771: 0.265638, 0.214508 avg loss, 0.002610 rate, 1.460119 seconds, 177344 images, 203.802906 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793232), count: 73, class_loss = 0.372799, iou_loss = 0.163093, total_loss = 0.535892 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.524597), count: 3, class_loss = 0.047673, iou_loss = 0.031665, total_loss = 0.079339 \n",
            " total_bbox = 214107, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2772: 0.210609, 0.214118 avg loss, 0.002610 rate, 1.473478 seconds, 177408 images, 203.782628 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786925), count: 78, class_loss = 0.505154, iou_loss = 0.146588, total_loss = 0.651742 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.002059, iou_loss = 0.000000, total_loss = 0.002059 \n",
            " total_bbox = 214185, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2773: 0.253723, 0.218078 avg loss, 0.002610 rate, 1.502381 seconds, 177472 images, 203.780976 hours left\n",
            "Loaded: 0.000058 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.805812), count: 79, class_loss = 0.425408, iou_loss = 0.224886, total_loss = 0.650294 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.292298), count: 5, class_loss = 0.058447, iou_loss = 0.091588, total_loss = 0.150034 \n",
            " total_bbox = 214269, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2774: 0.242420, 0.220513 avg loss, 0.002610 rate, 1.477208 seconds, 177536 images, 203.819262 hours left\n",
            "Loaded: 0.000153 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791753), count: 73, class_loss = 0.320698, iou_loss = 0.129347, total_loss = 0.450046 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.306013), count: 5, class_loss = 0.079194, iou_loss = 0.139213, total_loss = 0.218407 \n",
            " total_bbox = 214347, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2775: 0.200439, 0.218505 avg loss, 0.002610 rate, 1.455180 seconds, 177600 images, 203.822306 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791598), count: 72, class_loss = 0.428561, iou_loss = 0.136645, total_loss = 0.565206 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345453), count: 2, class_loss = 0.022709, iou_loss = 0.037018, total_loss = 0.059727 \n",
            " total_bbox = 214421, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2776: 0.226107, 0.219265 avg loss, 0.002610 rate, 1.488566 seconds, 177664 images, 203.795004 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786614), count: 78, class_loss = 0.481761, iou_loss = 0.192441, total_loss = 0.674202 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.304701), count: 2, class_loss = 0.019578, iou_loss = 0.059244, total_loss = 0.078823 \n",
            " total_bbox = 214501, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2777: 0.251166, 0.222456 avg loss, 0.002610 rate, 1.502370 seconds, 177728 images, 203.814049 hours left\n",
            "Loaded: 0.000133 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789542), count: 71, class_loss = 0.411487, iou_loss = 0.110364, total_loss = 0.521851 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.328825), count: 1, class_loss = 0.008325, iou_loss = 0.003196, total_loss = 0.011522 \n",
            " total_bbox = 214573, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2778: 0.210388, 0.221249 avg loss, 0.002610 rate, 1.479373 seconds, 177792 images, 203.851939 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788657), count: 86, class_loss = 0.424164, iou_loss = 0.263207, total_loss = 0.687371 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.505920), count: 2, class_loss = 0.020220, iou_loss = 0.025595, total_loss = 0.045815 \n",
            " total_bbox = 214661, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2779: 0.222578, 0.221382 avg loss, 0.002610 rate, 1.477732 seconds, 177856 images, 203.857734 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785599), count: 71, class_loss = 0.367522, iou_loss = 0.125428, total_loss = 0.492949 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.293487), count: 1, class_loss = 0.014390, iou_loss = 0.001727, total_loss = 0.016117 \n",
            " total_bbox = 214732, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2780: 0.191460, 0.218389 avg loss, 0.002610 rate, 1.456990 seconds, 177920 images, 203.861132 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798919), count: 71, class_loss = 0.348570, iou_loss = 0.180613, total_loss = 0.529183 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.366763), count: 4, class_loss = 0.050321, iou_loss = 0.041419, total_loss = 0.091741 \n",
            " total_bbox = 214807, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2781: 0.199902, 0.216541 avg loss, 0.002610 rate, 1.464250 seconds, 177984 images, 203.835851 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770480), count: 72, class_loss = 0.315177, iou_loss = 0.138630, total_loss = 0.453807 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.547316), count: 3, class_loss = 0.042731, iou_loss = 0.048278, total_loss = 0.091009 \n",
            " total_bbox = 214882, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2782: 0.179327, 0.212819 avg loss, 0.002610 rate, 1.510313 seconds, 178048 images, 203.820845 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770380), count: 76, class_loss = 0.435939, iou_loss = 0.178410, total_loss = 0.614349 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.299015), count: 1, class_loss = 0.015691, iou_loss = 0.001717, total_loss = 0.017407 \n",
            " total_bbox = 214959, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2783: 0.226324, 0.214170 avg loss, 0.002610 rate, 1.455248 seconds, 178112 images, 203.869609 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796917), count: 78, class_loss = 0.377674, iou_loss = 0.211996, total_loss = 0.589670 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.360690), count: 3, class_loss = 0.047385, iou_loss = 0.031903, total_loss = 0.079288 \n",
            " total_bbox = 215040, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2784: 0.212990, 0.214052 avg loss, 0.002610 rate, 1.469229 seconds, 178176 images, 203.841799 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787292), count: 79, class_loss = 0.389797, iou_loss = 0.191469, total_loss = 0.581266 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.002410, iou_loss = 0.000000, total_loss = 0.002410 \n",
            " total_bbox = 215117, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2785: 0.196220, 0.212269 avg loss, 0.002610 rate, 1.501657 seconds, 178240 images, 203.833622 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802287), count: 75, class_loss = 0.423494, iou_loss = 0.164206, total_loss = 0.587700 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.287640), count: 1, class_loss = 0.011299, iou_loss = 0.004498, total_loss = 0.015796 \n",
            " total_bbox = 215192, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2786: 0.217894, 0.212831 avg loss, 0.002610 rate, 1.489643 seconds, 178304 images, 203.870305 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799476), count: 80, class_loss = 0.338648, iou_loss = 0.233841, total_loss = 0.572490 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001231, iou_loss = 0.000000, total_loss = 0.001231 \n",
            " total_bbox = 215272, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2787: 0.170049, 0.208553 avg loss, 0.002610 rate, 1.458651 seconds, 178368 images, 203.890032 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787195), count: 70, class_loss = 0.354887, iou_loss = 0.134616, total_loss = 0.489502 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.246826), count: 5, class_loss = 0.058891, iou_loss = 0.014997, total_loss = 0.073888 \n",
            " total_bbox = 215345, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2788: 0.207417, 0.208439 avg loss, 0.002610 rate, 1.486405 seconds, 178432 images, 203.866732 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800912), count: 78, class_loss = 0.347642, iou_loss = 0.233331, total_loss = 0.580973 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.251010), count: 3, class_loss = 0.041391, iou_loss = 0.008136, total_loss = 0.049527 \n",
            " total_bbox = 215426, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2789: 0.195035, 0.207099 avg loss, 0.002610 rate, 1.456926 seconds, 178496 images, 203.881994 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787292), count: 76, class_loss = 0.514740, iou_loss = 0.162706, total_loss = 0.677445 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.130100), count: 6, class_loss = 0.092442, iou_loss = 0.008695, total_loss = 0.101138 \n",
            " total_bbox = 215508, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2790: 0.304183, 0.216807 avg loss, 0.002610 rate, 1.536415 seconds, 178560 images, 203.856355 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756446), count: 75, class_loss = 0.337209, iou_loss = 0.168666, total_loss = 0.505875 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.281143), count: 2, class_loss = 0.018423, iou_loss = 0.011532, total_loss = 0.029955 \n",
            " total_bbox = 215585, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2791: 0.178342, 0.212961 avg loss, 0.002610 rate, 1.463555 seconds, 178624 images, 203.940830 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797187), count: 85, class_loss = 0.368483, iou_loss = 0.246587, total_loss = 0.615070 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.248928), count: 3, class_loss = 0.032192, iou_loss = 0.011482, total_loss = 0.043675 \n",
            " total_bbox = 215673, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2792: 0.200859, 0.211751 avg loss, 0.002610 rate, 1.467589 seconds, 178688 images, 203.923766 hours left\n",
            "Loaded: 0.000125 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.814365), count: 79, class_loss = 0.492302, iou_loss = 0.206820, total_loss = 0.699121 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.205043), count: 2, class_loss = 0.017368, iou_loss = 0.003077, total_loss = 0.020445 \n",
            " total_bbox = 215754, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2793: 0.255371, 0.216113 avg loss, 0.002610 rate, 1.506967 seconds, 178752 images, 203.912451 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799007), count: 82, class_loss = 0.329303, iou_loss = 0.237648, total_loss = 0.566951 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.358020), count: 4, class_loss = 0.049685, iou_loss = 0.024220, total_loss = 0.073905 \n",
            " total_bbox = 215840, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2794: 0.189955, 0.213497 avg loss, 0.002610 rate, 1.492397 seconds, 178816 images, 203.955688 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786544), count: 72, class_loss = 0.384557, iou_loss = 0.128687, total_loss = 0.513244 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.536299), count: 2, class_loss = 0.025848, iou_loss = 0.020093, total_loss = 0.045940 \n",
            " total_bbox = 215911, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2795: 0.205573, 0.212705 avg loss, 0.002610 rate, 1.480778 seconds, 178880 images, 203.978305 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790096), count: 70, class_loss = 0.454538, iou_loss = 0.116354, total_loss = 0.570892 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.590586), count: 1, class_loss = 0.013778, iou_loss = 0.018958, total_loss = 0.032735 \n",
            " total_bbox = 215981, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2796: 0.234496, 0.214884 avg loss, 0.002610 rate, 1.460475 seconds, 178944 images, 203.984639 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766031), count: 85, class_loss = 0.461536, iou_loss = 0.240423, total_loss = 0.701959 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.526832), count: 3, class_loss = 0.036463, iou_loss = 0.035493, total_loss = 0.071956 \n",
            " total_bbox = 216069, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2797: 0.249386, 0.218334 avg loss, 0.002610 rate, 1.458946 seconds, 179008 images, 203.962841 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782066), count: 87, class_loss = 0.365105, iou_loss = 0.266204, total_loss = 0.631309 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.322968), count: 1, class_loss = 0.014987, iou_loss = 0.005668, total_loss = 0.020655 \n",
            " total_bbox = 216157, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2798: 0.190536, 0.215554 avg loss, 0.002610 rate, 1.487301 seconds, 179072 images, 203.939210 hours left\n",
            "Loaded: 0.000113 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789376), count: 82, class_loss = 0.327132, iou_loss = 0.225522, total_loss = 0.552655 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.475017), count: 1, class_loss = 0.010349, iou_loss = 0.012381, total_loss = 0.022730 \n",
            " total_bbox = 216238, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2799: 0.169143, 0.210913 avg loss, 0.002610 rate, 1.465359 seconds, 179136 images, 203.954916 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.776090), count: 68, class_loss = 0.427079, iou_loss = 0.102784, total_loss = 0.529862 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.502787), count: 1, class_loss = 0.019873, iou_loss = 0.052372, total_loss = 0.072244 \n",
            " total_bbox = 216307, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2800: 0.223870, 0.212209 avg loss, 0.002610 rate, 1.506745 seconds, 179200 images, 203.940220 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795007), count: 85, class_loss = 0.414652, iou_loss = 0.263170, total_loss = 0.677822 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.466263), count: 1, class_loss = 0.015703, iou_loss = 0.047981, total_loss = 0.063683 \n",
            " total_bbox = 216390, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2801: 0.215581, 0.212546 avg loss, 0.002610 rate, 1.093926 seconds, 179264 images, 203.982829 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.827687), count: 80, class_loss = 0.268096, iou_loss = 0.222345, total_loss = 0.490441 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.336911), count: 3, class_loss = 0.016757, iou_loss = 0.149242, total_loss = 0.165998 \n",
            " total_bbox = 216472, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2802: 0.142883, 0.205580 avg loss, 0.002610 rate, 1.455095 seconds, 179328 images, 203.454642 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.783241), count: 84, class_loss = 0.519606, iou_loss = 0.251711, total_loss = 0.771317 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.304527), count: 4, class_loss = 0.038669, iou_loss = 0.012886, total_loss = 0.051555 \n",
            " total_bbox = 216560, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2803: 0.279636, 0.212985 avg loss, 0.002610 rate, 1.501195 seconds, 179392 images, 203.430704 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.773467), count: 75, class_loss = 0.437723, iou_loss = 0.164465, total_loss = 0.602189 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.392819), count: 2, class_loss = 0.027163, iou_loss = 0.093173, total_loss = 0.120336 \n",
            " total_bbox = 216636, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2804: 0.232899, 0.214977 avg loss, 0.002610 rate, 1.459552 seconds, 179456 images, 203.470746 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781464), count: 76, class_loss = 0.308141, iou_loss = 0.166891, total_loss = 0.475032 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.321349), count: 5, class_loss = 0.055077, iou_loss = 0.026756, total_loss = 0.081833 \n",
            " total_bbox = 216716, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2805: 0.182100, 0.211689 avg loss, 0.002610 rate, 1.512185 seconds, 179520 images, 203.452804 hours left\n",
            "Loaded: 0.000139 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800379), count: 78, class_loss = 0.393583, iou_loss = 0.211896, total_loss = 0.605479 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.132907), count: 3, class_loss = 0.044824, iou_loss = 0.040243, total_loss = 0.085067 \n",
            " total_bbox = 216797, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2806: 0.219787, 0.212499 avg loss, 0.002610 rate, 1.451023 seconds, 179584 images, 203.507752 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788061), count: 85, class_loss = 0.387721, iou_loss = 0.302967, total_loss = 0.690687 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.334324), count: 2, class_loss = 0.030622, iou_loss = 0.006107, total_loss = 0.036729 \n",
            " total_bbox = 216884, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2807: 0.209651, 0.212214 avg loss, 0.002610 rate, 1.458661 seconds, 179648 images, 203.477737 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778026), count: 82, class_loss = 0.379646, iou_loss = 0.244270, total_loss = 0.623915 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.458062), count: 4, class_loss = 0.048510, iou_loss = 0.133831, total_loss = 0.182340 \n",
            " total_bbox = 216970, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2808: 0.214495, 0.212442 avg loss, 0.002610 rate, 1.453242 seconds, 179712 images, 203.458486 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798379), count: 78, class_loss = 0.344449, iou_loss = 0.167209, total_loss = 0.511659 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.374231), count: 1, class_loss = 0.009109, iou_loss = 0.003934, total_loss = 0.013043 \n",
            " total_bbox = 217048, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2809: 0.177232, 0.208921 avg loss, 0.002610 rate, 1.458177 seconds, 179776 images, 203.431940 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788788), count: 78, class_loss = 0.372388, iou_loss = 0.200424, total_loss = 0.572812 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.528840), count: 5, class_loss = 0.068351, iou_loss = 0.057492, total_loss = 0.125842 \n",
            " total_bbox = 217127, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2810: 0.220742, 0.210103 avg loss, 0.002610 rate, 1.452263 seconds, 179840 images, 203.412435 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808637), count: 74, class_loss = 0.309973, iou_loss = 0.166656, total_loss = 0.476629 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.560941), count: 2, class_loss = 0.021220, iou_loss = 0.020524, total_loss = 0.041744 \n",
            " total_bbox = 217203, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2811: 0.165941, 0.205687 avg loss, 0.002610 rate, 1.490272 seconds, 179904 images, 203.384959 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806589), count: 75, class_loss = 0.300359, iou_loss = 0.159593, total_loss = 0.459952 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.457614), count: 5, class_loss = 0.071013, iou_loss = 0.058971, total_loss = 0.129984 \n",
            " total_bbox = 217283, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2812: 0.186088, 0.203727 avg loss, 0.002610 rate, 1.456805 seconds, 179968 images, 203.410308 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784872), count: 68, class_loss = 0.453894, iou_loss = 0.113651, total_loss = 0.567545 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.442221), count: 1, class_loss = 0.016773, iou_loss = 0.008491, total_loss = 0.025264 \n",
            " total_bbox = 217352, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2813: 0.235756, 0.206930 avg loss, 0.002610 rate, 1.477546 seconds, 180032 images, 203.389172 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802120), count: 72, class_loss = 0.376046, iou_loss = 0.155263, total_loss = 0.531308 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345784), count: 6, class_loss = 0.083876, iou_loss = 0.092994, total_loss = 0.176870 \n",
            " total_bbox = 217430, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2814: 0.230427, 0.209280 avg loss, 0.002610 rate, 1.494327 seconds, 180096 images, 203.396898 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802495), count: 85, class_loss = 0.422040, iou_loss = 0.241863, total_loss = 0.663902 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.277143), count: 4, class_loss = 0.038399, iou_loss = 0.011794, total_loss = 0.050193 \n",
            " total_bbox = 217518, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2815: 0.230722, 0.211424 avg loss, 0.002610 rate, 1.469624 seconds, 180160 images, 203.427707 hours left\n",
            "Loaded: 0.000154 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.814547), count: 78, class_loss = 0.379538, iou_loss = 0.235647, total_loss = 0.615184 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.087766), count: 1, class_loss = 0.016126, iou_loss = 0.000491, total_loss = 0.016616 \n",
            " total_bbox = 217596, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2816: 0.198432, 0.210125 avg loss, 0.002610 rate, 1.491848 seconds, 180224 images, 203.424134 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794714), count: 70, class_loss = 0.369619, iou_loss = 0.148481, total_loss = 0.518100 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.395683), count: 4, class_loss = 0.063705, iou_loss = 0.031139, total_loss = 0.094843 \n",
            " total_bbox = 217669, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2817: 0.217104, 0.210823 avg loss, 0.002610 rate, 1.481986 seconds, 180288 images, 203.451312 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.825265), count: 77, class_loss = 0.353163, iou_loss = 0.236359, total_loss = 0.589522 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.485094), count: 2, class_loss = 0.029140, iou_loss = 0.025469, total_loss = 0.054609 \n",
            " total_bbox = 217748, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2818: 0.191529, 0.208893 avg loss, 0.002610 rate, 1.458916 seconds, 180352 images, 203.464518 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802178), count: 83, class_loss = 0.417753, iou_loss = 0.256171, total_loss = 0.673924 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345166), count: 3, class_loss = 0.046312, iou_loss = 0.013660, total_loss = 0.059972 \n",
            " total_bbox = 217834, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2819: 0.232499, 0.211254 avg loss, 0.002610 rate, 1.476092 seconds, 180416 images, 203.445677 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.822203), count: 68, class_loss = 0.283506, iou_loss = 0.156466, total_loss = 0.439972 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.284411), count: 1, class_loss = 0.013401, iou_loss = 0.002922, total_loss = 0.016323 \n",
            " total_bbox = 217903, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2820: 0.148942, 0.205023 avg loss, 0.002610 rate, 1.469462 seconds, 180480 images, 203.450779 hours left\n",
            "Loaded: 0.000134 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.819263), count: 76, class_loss = 0.259023, iou_loss = 0.215501, total_loss = 0.474524 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.303997), count: 2, class_loss = 0.022226, iou_loss = 0.005270, total_loss = 0.027496 \n",
            " total_bbox = 217981, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2821: 0.141104, 0.198631 avg loss, 0.002610 rate, 1.467284 seconds, 180544 images, 203.446722 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.815272), count: 71, class_loss = 0.306793, iou_loss = 0.131938, total_loss = 0.438731 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449631), count: 1, class_loss = 0.014174, iou_loss = 0.010962, total_loss = 0.025136 \n",
            " total_bbox = 218053, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2822: 0.160885, 0.194856 avg loss, 0.002610 rate, 1.483660 seconds, 180608 images, 203.439704 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780227), count: 77, class_loss = 0.366838, iou_loss = 0.148218, total_loss = 0.515056 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.445635), count: 3, class_loss = 0.078316, iou_loss = 0.171669, total_loss = 0.249985 \n",
            " total_bbox = 218133, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2823: 0.223000, 0.197671 avg loss, 0.002610 rate, 1.463941 seconds, 180672 images, 203.455339 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.807393), count: 77, class_loss = 0.316023, iou_loss = 0.168085, total_loss = 0.484109 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000165, iou_loss = 0.000000, total_loss = 0.000165 \n",
            " total_bbox = 218208, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2824: 0.158199, 0.193724 avg loss, 0.002610 rate, 1.494641 seconds, 180736 images, 203.443555 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785733), count: 76, class_loss = 0.356881, iou_loss = 0.170859, total_loss = 0.527740 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449512), count: 5, class_loss = 0.072921, iou_loss = 0.117345, total_loss = 0.190266 \n",
            " total_bbox = 218288, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2825: 0.215319, 0.195883 avg loss, 0.002610 rate, 1.467869 seconds, 180800 images, 203.474277 hours left\n",
            "Loaded: 0.000159 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816602), count: 75, class_loss = 0.358251, iou_loss = 0.170734, total_loss = 0.528986 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000680, iou_loss = 0.000000, total_loss = 0.000680 \n",
            " total_bbox = 218363, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2826: 0.179566, 0.194251 avg loss, 0.002610 rate, 1.452477 seconds, 180864 images, 203.467738 hours left\n",
            "Loaded: 0.000129 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795326), count: 82, class_loss = 0.360365, iou_loss = 0.237716, total_loss = 0.598081 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.042290), count: 1, class_loss = 0.015703, iou_loss = 0.000130, total_loss = 0.015833 \n",
            " total_bbox = 218446, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2827: 0.188670, 0.193693 avg loss, 0.002610 rate, 1.474268 seconds, 180928 images, 203.440070 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786508), count: 72, class_loss = 0.424546, iou_loss = 0.162563, total_loss = 0.587110 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.307545), count: 1, class_loss = 0.014761, iou_loss = 0.002117, total_loss = 0.016878 \n",
            " total_bbox = 218519, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2828: 0.220149, 0.196339 avg loss, 0.002610 rate, 1.461331 seconds, 180992 images, 203.442739 hours left\n",
            "Loaded: 0.000133 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.819708), count: 72, class_loss = 0.406110, iou_loss = 0.137976, total_loss = 0.544087 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.381966), count: 4, class_loss = 0.053048, iou_loss = 0.039219, total_loss = 0.092267 \n",
            " total_bbox = 218595, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2829: 0.230016, 0.199707 avg loss, 0.002610 rate, 1.505533 seconds, 181056 images, 203.427407 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798865), count: 73, class_loss = 0.388828, iou_loss = 0.146456, total_loss = 0.535284 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000048, iou_loss = 0.000000, total_loss = 0.000048 \n",
            " total_bbox = 218668, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2830: 0.194548, 0.199191 avg loss, 0.002610 rate, 1.482128 seconds, 181120 images, 203.473394 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.763109), count: 83, class_loss = 0.472963, iou_loss = 0.266728, total_loss = 0.739690 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.380069), count: 7, class_loss = 0.099639, iou_loss = 0.073700, total_loss = 0.173338 \n",
            " total_bbox = 218756, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2831: 0.286769, 0.207949 avg loss, 0.002610 rate, 1.531352 seconds, 181184 images, 203.486544 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803252), count: 80, class_loss = 0.440821, iou_loss = 0.273700, total_loss = 0.714521 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.484962), count: 3, class_loss = 0.043362, iou_loss = 0.032421, total_loss = 0.075783 \n",
            " total_bbox = 218839, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2832: 0.242480, 0.211402 avg loss, 0.002610 rate, 1.472743 seconds, 181248 images, 203.567568 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777454), count: 74, class_loss = 0.581126, iou_loss = 0.138636, total_loss = 0.719762 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.431967), count: 2, class_loss = 0.030511, iou_loss = 0.164106, total_loss = 0.194617 \n",
            " total_bbox = 218914, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2833: 0.306251, 0.220887 avg loss, 0.002610 rate, 1.503146 seconds, 181312 images, 203.566789 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787001), count: 68, class_loss = 0.386138, iou_loss = 0.097297, total_loss = 0.483435 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.227040), count: 1, class_loss = 0.015566, iou_loss = 0.088751, total_loss = 0.104317 \n",
            " total_bbox = 218983, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2834: 0.201391, 0.218937 avg loss, 0.002610 rate, 1.459069 seconds, 181376 images, 203.607999 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766385), count: 74, class_loss = 0.437660, iou_loss = 0.156834, total_loss = 0.594493 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.266284), count: 2, class_loss = 0.030473, iou_loss = 0.009324, total_loss = 0.039796 \n",
            " total_bbox = 219059, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2835: 0.234595, 0.220503 avg loss, 0.002610 rate, 1.462561 seconds, 181440 images, 203.587929 hours left\n",
            "Loaded: 0.000138 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796854), count: 71, class_loss = 0.366294, iou_loss = 0.131920, total_loss = 0.498214 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.067052), count: 1, class_loss = 0.017006, iou_loss = 0.000315, total_loss = 0.017322 \n",
            " total_bbox = 219131, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2836: 0.192271, 0.217680 avg loss, 0.002610 rate, 1.508108 seconds, 181504 images, 203.572825 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790300), count: 74, class_loss = 0.400226, iou_loss = 0.137005, total_loss = 0.537231 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.498664), count: 3, class_loss = 0.034518, iou_loss = 0.032398, total_loss = 0.066916 \n",
            " total_bbox = 219208, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2837: 0.217761, 0.217688 avg loss, 0.002610 rate, 1.476440 seconds, 181568 images, 203.620896 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762790), count: 77, class_loss = 0.418065, iou_loss = 0.198993, total_loss = 0.617058 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.546834), count: 7, class_loss = 0.088083, iou_loss = 0.087828, total_loss = 0.175911 \n",
            " total_bbox = 219292, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2838: 0.253451, 0.221264 avg loss, 0.002610 rate, 1.511063 seconds, 181632 images, 203.624700 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775643), count: 78, class_loss = 0.405676, iou_loss = 0.202302, total_loss = 0.607979 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.239619), count: 2, class_loss = 0.035731, iou_loss = 0.004832, total_loss = 0.040564 \n",
            " total_bbox = 219372, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2839: 0.221242, 0.221262 avg loss, 0.002610 rate, 1.456689 seconds, 181696 images, 203.676260 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796539), count: 74, class_loss = 0.355935, iou_loss = 0.224586, total_loss = 0.580521 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.428710), count: 3, class_loss = 0.041820, iou_loss = 0.025329, total_loss = 0.067149 \n",
            " total_bbox = 219447, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2840: 0.199302, 0.219066 avg loss, 0.002610 rate, 1.503178 seconds, 181760 images, 203.652176 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780416), count: 75, class_loss = 0.475664, iou_loss = 0.146244, total_loss = 0.621908 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.722417), count: 1, class_loss = 0.017830, iou_loss = 0.021585, total_loss = 0.039415 \n",
            " total_bbox = 219523, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2841: 0.247019, 0.221861 avg loss, 0.002610 rate, 1.481839 seconds, 181824 images, 203.692566 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786782), count: 71, class_loss = 0.391978, iou_loss = 0.117395, total_loss = 0.509373 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.659368), count: 1, class_loss = 0.011071, iou_loss = 0.039374, total_loss = 0.050444 \n",
            " total_bbox = 219594, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2842: 0.201827, 0.219858 avg loss, 0.002610 rate, 1.467963 seconds, 181888 images, 203.703067 hours left\n",
            "Loaded: 0.000118 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777998), count: 78, class_loss = 0.434005, iou_loss = 0.234720, total_loss = 0.668725 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.512164), count: 5, class_loss = 0.067592, iou_loss = 0.060857, total_loss = 0.128450 \n",
            " total_bbox = 219676, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2843: 0.251187, 0.222991 avg loss, 0.002610 rate, 1.517184 seconds, 181952 images, 203.694233 hours left\n",
            "Loaded: 0.000122 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786100), count: 78, class_loss = 0.376026, iou_loss = 0.216008, total_loss = 0.592035 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.509145), count: 3, class_loss = 0.036065, iou_loss = 0.046551, total_loss = 0.082616 \n",
            " total_bbox = 219756, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2844: 0.206431, 0.221335 avg loss, 0.002610 rate, 1.465610 seconds, 182016 images, 203.753559 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789355), count: 76, class_loss = 0.414290, iou_loss = 0.150882, total_loss = 0.565172 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.571202), count: 3, class_loss = 0.033864, iou_loss = 0.057138, total_loss = 0.091003 \n",
            " total_bbox = 219835, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2845: 0.224427, 0.221644 avg loss, 0.002610 rate, 1.463388 seconds, 182080 images, 203.741042 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786337), count: 73, class_loss = 0.408827, iou_loss = 0.170610, total_loss = 0.579437 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.363704), count: 3, class_loss = 0.045003, iou_loss = 0.020067, total_loss = 0.065070 \n",
            " total_bbox = 219911, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2846: 0.227380, 0.222218 avg loss, 0.002610 rate, 1.474342 seconds, 182144 images, 203.725493 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789643), count: 65, class_loss = 0.383821, iou_loss = 0.094790, total_loss = 0.478611 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000062, iou_loss = 0.000000, total_loss = 0.000062 \n",
            " total_bbox = 219975, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2847: 0.192056, 0.219202 avg loss, 0.002610 rate, 1.470855 seconds, 182208 images, 203.725267 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774188), count: 72, class_loss = 0.345175, iou_loss = 0.155113, total_loss = 0.500288 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.249779), count: 2, class_loss = 0.031460, iou_loss = 0.011358, total_loss = 0.042818 \n",
            " total_bbox = 220049, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2848: 0.188851, 0.216166 avg loss, 0.002610 rate, 1.468567 seconds, 182272 images, 203.720254 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792831), count: 78, class_loss = 0.480576, iou_loss = 0.199110, total_loss = 0.679686 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.283774), count: 4, class_loss = 0.064520, iou_loss = 0.174507, total_loss = 0.239027 \n",
            " total_bbox = 220131, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2849: 0.273053, 0.221855 avg loss, 0.002610 rate, 1.479363 seconds, 182336 images, 203.712060 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788707), count: 69, class_loss = 0.322086, iou_loss = 0.110904, total_loss = 0.432990 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.477295), count: 1, class_loss = 0.014417, iou_loss = 0.012869, total_loss = 0.027286 \n",
            " total_bbox = 220201, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2850: 0.168653, 0.216535 avg loss, 0.002610 rate, 1.492811 seconds, 182400 images, 203.718906 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801342), count: 71, class_loss = 0.397027, iou_loss = 0.143595, total_loss = 0.540622 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.039920), count: 1, class_loss = 0.021473, iou_loss = 0.000139, total_loss = 0.021612 \n",
            " total_bbox = 220273, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2851: 0.209883, 0.215870 avg loss, 0.002610 rate, 1.489541 seconds, 182464 images, 203.744281 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.745694), count: 79, class_loss = 0.487835, iou_loss = 0.152810, total_loss = 0.640645 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.491795), count: 4, class_loss = 0.057316, iou_loss = 0.034297, total_loss = 0.091612 \n",
            " total_bbox = 220356, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2852: 0.272992, 0.221582 avg loss, 0.002610 rate, 1.473729 seconds, 182528 images, 203.764852 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.750650), count: 80, class_loss = 0.355278, iou_loss = 0.161237, total_loss = 0.516515 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.473779), count: 3, class_loss = 0.034090, iou_loss = 0.023598, total_loss = 0.057688 \n",
            " total_bbox = 220438, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2853: 0.195108, 0.218935 avg loss, 0.002610 rate, 1.453711 seconds, 182592 images, 203.763371 hours left\n",
            "Loaded: 0.000121 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811412), count: 79, class_loss = 0.352945, iou_loss = 0.193863, total_loss = 0.546808 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.581507), count: 3, class_loss = 0.036055, iou_loss = 0.039204, total_loss = 0.075260 \n",
            " total_bbox = 220520, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2854: 0.194832, 0.216524 avg loss, 0.002610 rate, 1.454752 seconds, 182656 images, 203.734271 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769405), count: 84, class_loss = 0.337930, iou_loss = 0.277759, total_loss = 0.615689 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446334), count: 6, class_loss = 0.081572, iou_loss = 0.060948, total_loss = 0.142520 \n",
            " total_bbox = 220610, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2855: 0.210180, 0.215890 avg loss, 0.002610 rate, 1.490309 seconds, 182720 images, 203.706911 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758951), count: 77, class_loss = 0.436209, iou_loss = 0.189101, total_loss = 0.625310 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.509361), count: 2, class_loss = 0.025017, iou_loss = 0.025507, total_loss = 0.050525 \n",
            " total_bbox = 220688, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2856: 0.231013, 0.217402 avg loss, 0.002610 rate, 1.511932 seconds, 182784 images, 203.728922 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780735), count: 72, class_loss = 0.456455, iou_loss = 0.120872, total_loss = 0.577326 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.451922), count: 2, class_loss = 0.025100, iou_loss = 0.019166, total_loss = 0.044266 \n",
            " total_bbox = 220762, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2857: 0.241197, 0.219782 avg loss, 0.002610 rate, 1.471785 seconds, 182848 images, 203.780535 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766584), count: 77, class_loss = 0.531620, iou_loss = 0.159931, total_loss = 0.691550 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.509749), count: 6, class_loss = 0.084114, iou_loss = 0.114058, total_loss = 0.198172 \n",
            " total_bbox = 220843, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2858: 0.308263, 0.228630 avg loss, 0.002610 rate, 1.501003 seconds, 182912 images, 203.776226 hours left\n",
            "Loaded: 0.000111 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793728), count: 78, class_loss = 0.383233, iou_loss = 0.180653, total_loss = 0.563886 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.536557), count: 5, class_loss = 0.054602, iou_loss = 0.096792, total_loss = 0.151394 \n",
            " total_bbox = 220926, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2859: 0.219284, 0.227695 avg loss, 0.002610 rate, 1.497563 seconds, 182976 images, 203.812254 hours left\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800140), count: 70, class_loss = 0.400534, iou_loss = 0.125144, total_loss = 0.525677 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.656063), count: 1, class_loss = 0.016800, iou_loss = 0.100203, total_loss = 0.117003 \n",
            " total_bbox = 220997, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2860: 0.208964, 0.225822 avg loss, 0.002610 rate, 1.484925 seconds, 183040 images, 203.843227 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802058), count: 66, class_loss = 0.491676, iou_loss = 0.099374, total_loss = 0.591049 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.435483), count: 1, class_loss = 0.015405, iou_loss = 0.010330, total_loss = 0.025736 \n",
            " total_bbox = 221064, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2861: 0.253957, 0.228636 avg loss, 0.002610 rate, 1.463222 seconds, 183104 images, 203.856412 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755645), count: 77, class_loss = 0.438653, iou_loss = 0.148818, total_loss = 0.587471 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.002583, iou_loss = 0.000000, total_loss = 0.002583 \n",
            " total_bbox = 221140, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2862: 0.220751, 0.227847 avg loss, 0.002610 rate, 1.509966 seconds, 183168 images, 203.839427 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.724693), count: 79, class_loss = 0.508440, iou_loss = 0.151102, total_loss = 0.659542 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.240534), count: 2, class_loss = 0.048275, iou_loss = 0.031239, total_loss = 0.079514 \n",
            " total_bbox = 221221, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2863: 0.278924, 0.232955 avg loss, 0.002610 rate, 1.487183 seconds, 183232 images, 203.887251 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784449), count: 76, class_loss = 0.378021, iou_loss = 0.146888, total_loss = 0.524909 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.424937), count: 1, class_loss = 0.030119, iou_loss = 0.006723, total_loss = 0.036842 \n",
            " total_bbox = 221298, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2864: 0.204502, 0.230110 avg loss, 0.002610 rate, 1.469770 seconds, 183296 images, 203.903085 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792973), count: 79, class_loss = 0.354251, iou_loss = 0.185278, total_loss = 0.539528 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.317613), count: 4, class_loss = 0.055219, iou_loss = 0.016707, total_loss = 0.071927 \n",
            " total_bbox = 221381, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2865: 0.205221, 0.227621 avg loss, 0.002610 rate, 1.466780 seconds, 183360 images, 203.894702 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792626), count: 72, class_loss = 0.400526, iou_loss = 0.142504, total_loss = 0.543030 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.310717), count: 1, class_loss = 0.015951, iou_loss = 0.002125, total_loss = 0.018076 \n",
            " total_bbox = 221452, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2866: 0.208729, 0.225732 avg loss, 0.002610 rate, 1.488185 seconds, 183424 images, 203.882282 hours left\n",
            "Loaded: 0.000118 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795284), count: 68, class_loss = 0.398228, iou_loss = 0.094473, total_loss = 0.492701 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.309374), count: 4, class_loss = 0.061478, iou_loss = 0.033570, total_loss = 0.095049 \n",
            " total_bbox = 221524, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2867: 0.230343, 0.226193 avg loss, 0.002610 rate, 1.474737 seconds, 183488 images, 203.899496 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809036), count: 67, class_loss = 0.408844, iou_loss = 0.087709, total_loss = 0.496553 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.145103), count: 4, class_loss = 0.064105, iou_loss = 0.058414, total_loss = 0.122520 \n",
            " total_bbox = 221595, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2868: 0.237047, 0.227278 avg loss, 0.002610 rate, 1.451998 seconds, 183552 images, 203.898034 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793120), count: 71, class_loss = 0.346242, iou_loss = 0.120152, total_loss = 0.466393 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.446367), count: 3, class_loss = 0.032111, iou_loss = 0.064162, total_loss = 0.096273 \n",
            " total_bbox = 221669, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2869: 0.189592, 0.223510 avg loss, 0.002610 rate, 1.476988 seconds, 183616 images, 203.865164 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.753046), count: 75, class_loss = 0.353861, iou_loss = 0.110085, total_loss = 0.463946 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.216022), count: 4, class_loss = 0.052360, iou_loss = 0.019102, total_loss = 0.071462 \n",
            " total_bbox = 221748, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2870: 0.203675, 0.221526 avg loss, 0.002610 rate, 1.507367 seconds, 183680 images, 203.867112 hours left\n",
            "Loaded: 0.000116 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774037), count: 70, class_loss = 0.340457, iou_loss = 0.088667, total_loss = 0.429124 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000223, iou_loss = 0.000000, total_loss = 0.000223 \n",
            " total_bbox = 221818, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2871: 0.170464, 0.216420 avg loss, 0.002610 rate, 1.477929 seconds, 183744 images, 203.910969 hours left\n",
            "Loaded: 0.000124 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.756788), count: 83, class_loss = 0.367971, iou_loss = 0.176145, total_loss = 0.544115 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000167, iou_loss = 0.000000, total_loss = 0.000167 \n",
            " total_bbox = 221901, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2872: 0.184202, 0.213198 avg loss, 0.002610 rate, 1.499735 seconds, 183808 images, 203.913780 hours left\n",
            "Loaded: 0.000125 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.811744), count: 75, class_loss = 0.404595, iou_loss = 0.176967, total_loss = 0.581562 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.396361), count: 5, class_loss = 0.078483, iou_loss = 0.049670, total_loss = 0.128153 \n",
            " total_bbox = 221979, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2873: 0.241972, 0.216075 avg loss, 0.002610 rate, 1.463522 seconds, 183872 images, 203.946685 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792970), count: 75, class_loss = 0.445461, iou_loss = 0.187073, total_loss = 0.632534 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.255810), count: 5, class_loss = 0.083189, iou_loss = 0.017060, total_loss = 0.100249 \n",
            " total_bbox = 222057, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2874: 0.264845, 0.220952 avg loss, 0.002610 rate, 1.462829 seconds, 183936 images, 203.929235 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.762346), count: 77, class_loss = 0.511407, iou_loss = 0.151066, total_loss = 0.662473 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.501297), count: 3, class_loss = 0.046172, iou_loss = 0.080489, total_loss = 0.126661 \n",
            " total_bbox = 222137, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2875: 0.279192, 0.226776 avg loss, 0.002610 rate, 1.460166 seconds, 184000 images, 203.910949 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.778243), count: 75, class_loss = 0.367214, iou_loss = 0.141233, total_loss = 0.508447 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.130005), count: 2, class_loss = 0.026944, iou_loss = 0.002981, total_loss = 0.029925 \n",
            " total_bbox = 222214, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2876: 0.197676, 0.223866 avg loss, 0.002610 rate, 1.467352 seconds, 184064 images, 203.889163 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.742640), count: 81, class_loss = 0.426568, iou_loss = 0.150421, total_loss = 0.576989 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.258186), count: 2, class_loss = 0.022884, iou_loss = 0.005074, total_loss = 0.027958 \n",
            " total_bbox = 222296, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2877: 0.225272, 0.224007 avg loss, 0.002610 rate, 1.471841 seconds, 184128 images, 203.877540 hours left\n",
            "Loaded: 0.000103 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.748550), count: 82, class_loss = 0.369454, iou_loss = 0.141566, total_loss = 0.511020 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432166), count: 2, class_loss = 0.028217, iou_loss = 0.019318, total_loss = 0.047536 \n",
            " total_bbox = 222380, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2878: 0.199284, 0.221535 avg loss, 0.002610 rate, 1.476210 seconds, 184192 images, 203.872187 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768621), count: 69, class_loss = 0.374680, iou_loss = 0.121832, total_loss = 0.496512 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.223701), count: 2, class_loss = 0.031444, iou_loss = 0.005414, total_loss = 0.036858 \n",
            " total_bbox = 222451, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2879: 0.203613, 0.219742 avg loss, 0.002610 rate, 1.477061 seconds, 184256 images, 203.872968 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779141), count: 77, class_loss = 0.328180, iou_loss = 0.177583, total_loss = 0.505763 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.356700), count: 3, class_loss = 0.032237, iou_loss = 0.019193, total_loss = 0.051430 \n",
            " total_bbox = 222530, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2880: 0.180681, 0.215836 avg loss, 0.002610 rate, 1.490634 seconds, 184320 images, 203.874911 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788474), count: 90, class_loss = 0.476793, iou_loss = 0.352006, total_loss = 0.828799 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.459041), count: 5, class_loss = 0.067099, iou_loss = 0.049906, total_loss = 0.117005 \n",
            " total_bbox = 222625, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2881: 0.272357, 0.221488 avg loss, 0.002610 rate, 1.491601 seconds, 184384 images, 203.895579 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790320), count: 75, class_loss = 0.394720, iou_loss = 0.173542, total_loss = 0.568262 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.243792), count: 2, class_loss = 0.034997, iou_loss = 0.002535, total_loss = 0.037532 \n",
            " total_bbox = 222700, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2882: 0.215387, 0.220878 avg loss, 0.002610 rate, 1.476494 seconds, 184448 images, 203.917354 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787192), count: 73, class_loss = 0.478558, iou_loss = 0.123332, total_loss = 0.601891 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.434404), count: 1, class_loss = 0.017898, iou_loss = 0.014713, total_loss = 0.032611 \n",
            " total_bbox = 222773, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2883: 0.248654, 0.223656 avg loss, 0.002610 rate, 1.456128 seconds, 184512 images, 203.918041 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.774713), count: 83, class_loss = 0.393917, iou_loss = 0.189458, total_loss = 0.583375 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.759105), count: 1, class_loss = 0.008783, iou_loss = 0.028858, total_loss = 0.037641 \n",
            " total_bbox = 222857, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2884: 0.201605, 0.221451 avg loss, 0.002610 rate, 1.531016 seconds, 184576 images, 203.890559 hours left\n",
            "Loaded: 0.000086 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790236), count: 74, class_loss = 0.342784, iou_loss = 0.178397, total_loss = 0.521180 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001337, iou_loss = 0.000000, total_loss = 0.001337 \n",
            " total_bbox = 222929, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2885: 0.172175, 0.216523 avg loss, 0.002610 rate, 1.471695 seconds, 184640 images, 203.966832 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802011), count: 74, class_loss = 0.495046, iou_loss = 0.165760, total_loss = 0.660806 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.345530), count: 3, class_loss = 0.048154, iou_loss = 0.063326, total_loss = 0.111480 \n",
            " total_bbox = 223006, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2886: 0.272066, 0.222077 avg loss, 0.002610 rate, 1.476309 seconds, 184704 images, 203.960380 hours left\n",
            "Loaded: 0.000109 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799694), count: 80, class_loss = 0.425192, iou_loss = 0.173283, total_loss = 0.598475 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.554458), count: 2, class_loss = 0.020939, iou_loss = 0.023368, total_loss = 0.044307 \n",
            " total_bbox = 223088, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2887: 0.223419, 0.222212 avg loss, 0.002610 rate, 1.497788 seconds, 184768 images, 203.960375 hours left\n",
            "Loaded: 0.000123 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.826953), count: 72, class_loss = 0.335411, iou_loss = 0.125206, total_loss = 0.460616 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.437434), count: 2, class_loss = 0.027223, iou_loss = 0.020850, total_loss = 0.048074 \n",
            " total_bbox = 223162, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2888: 0.181719, 0.218162 avg loss, 0.002610 rate, 1.500750 seconds, 184832 images, 203.990050 hours left\n",
            "Loaded: 0.000210 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.785792), count: 77, class_loss = 0.427224, iou_loss = 0.193189, total_loss = 0.620413 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.450717), count: 5, class_loss = 0.058599, iou_loss = 0.090309, total_loss = 0.148909 \n",
            " total_bbox = 223244, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2889: 0.243329, 0.220679 avg loss, 0.002610 rate, 1.474103 seconds, 184896 images, 204.023533 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.817204), count: 69, class_loss = 0.352600, iou_loss = 0.128812, total_loss = 0.481412 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.243661), count: 3, class_loss = 0.042679, iou_loss = 0.021757, total_loss = 0.064436 \n",
            " total_bbox = 223316, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2890: 0.198153, 0.218426 avg loss, 0.002610 rate, 1.460484 seconds, 184960 images, 204.020012 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786313), count: 76, class_loss = 0.381304, iou_loss = 0.170169, total_loss = 0.551473 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.592206), count: 3, class_loss = 0.035699, iou_loss = 0.053649, total_loss = 0.089348 \n",
            " total_bbox = 223395, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2891: 0.208841, 0.217468 avg loss, 0.002610 rate, 1.461480 seconds, 185024 images, 203.997521 hours left\n",
            "Loaded: 0.000141 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803876), count: 76, class_loss = 0.466803, iou_loss = 0.198940, total_loss = 0.665743 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.275187), count: 1, class_loss = 0.015106, iou_loss = 0.002610, total_loss = 0.017716 \n",
            " total_bbox = 223471, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2892: 0.241458, 0.219867 avg loss, 0.002610 rate, 1.490545 seconds, 185088 images, 203.976619 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777403), count: 74, class_loss = 0.428515, iou_loss = 0.166938, total_loss = 0.595454 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.605645), count: 3, class_loss = 0.041419, iou_loss = 0.042400, total_loss = 0.083820 \n",
            " total_bbox = 223548, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2893: 0.235305, 0.221411 avg loss, 0.002610 rate, 1.497357 seconds, 185152 images, 203.996136 hours left\n",
            "Loaded: 0.000104 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787315), count: 70, class_loss = 0.334089, iou_loss = 0.108133, total_loss = 0.442221 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000378, iou_loss = 0.000000, total_loss = 0.000378 \n",
            " total_bbox = 223618, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2894: 0.167350, 0.216005 avg loss, 0.002610 rate, 1.520483 seconds, 185216 images, 204.024806 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804776), count: 76, class_loss = 0.449798, iou_loss = 0.199213, total_loss = 0.649012 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.573556), count: 2, class_loss = 0.022609, iou_loss = 0.035901, total_loss = 0.058511 \n",
            " total_bbox = 223696, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2895: 0.236544, 0.218059 avg loss, 0.002610 rate, 1.479437 seconds, 185280 images, 204.085152 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790639), count: 73, class_loss = 0.399294, iou_loss = 0.142721, total_loss = 0.542015 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.352235), count: 2, class_loss = 0.024093, iou_loss = 0.012970, total_loss = 0.037064 \n",
            " total_bbox = 223771, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2896: 0.212162, 0.217469 avg loss, 0.002610 rate, 1.485173 seconds, 185344 images, 204.088145 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.821217), count: 78, class_loss = 0.288875, iou_loss = 0.208652, total_loss = 0.497526 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.560618), count: 4, class_loss = 0.052479, iou_loss = 0.149929, total_loss = 0.202408 \n",
            " total_bbox = 223852, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2897: 0.171015, 0.212824 avg loss, 0.002610 rate, 1.452537 seconds, 185408 images, 204.099061 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.819340), count: 72, class_loss = 0.418181, iou_loss = 0.151394, total_loss = 0.569575 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.837269), count: 1, class_loss = 0.012008, iou_loss = 0.032898, total_loss = 0.044907 \n",
            " total_bbox = 223925, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2898: 0.215282, 0.213069 avg loss, 0.002610 rate, 1.486799 seconds, 185472 images, 204.064775 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801993), count: 80, class_loss = 0.330587, iou_loss = 0.242495, total_loss = 0.573082 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.509674), count: 8, class_loss = 0.113086, iou_loss = 0.119110, total_loss = 0.232195 \n",
            " total_bbox = 224013, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2899: 0.222213, 0.213984 avg loss, 0.002610 rate, 1.504755 seconds, 185536 images, 204.078192 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808850), count: 76, class_loss = 0.338394, iou_loss = 0.164278, total_loss = 0.502673 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.505865), count: 2, class_loss = 0.021727, iou_loss = 0.031730, total_loss = 0.053457 \n",
            " total_bbox = 224090, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2900: 0.180436, 0.210629 avg loss, 0.002610 rate, 1.504891 seconds, 185600 images, 204.116245 hours left\n",
            "Saving weights to backup/yolov4-tiny-custom_last.weights\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.805571), count: 82, class_loss = 0.406988, iou_loss = 0.255191, total_loss = 0.662179 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.462101), count: 2, class_loss = 0.015313, iou_loss = 0.022629, total_loss = 0.037942 \n",
            " total_bbox = 224173, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2901: 0.211551, 0.210721 avg loss, 0.002610 rate, 1.035850 seconds, 185664 images, 204.154092 hours left\n",
            "Loaded: 0.000129 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.818646), count: 74, class_loss = 0.384188, iou_loss = 0.143795, total_loss = 0.527982 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.147663), count: 2, class_loss = 0.028297, iou_loss = 0.005291, total_loss = 0.033588 \n",
            " total_bbox = 224249, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2902: 0.206808, 0.210330 avg loss, 0.002610 rate, 1.492927 seconds, 185728 images, 203.543657 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.820491), count: 72, class_loss = 0.341714, iou_loss = 0.170005, total_loss = 0.511719 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.445097), count: 2, class_loss = 0.031341, iou_loss = 0.014986, total_loss = 0.046327 \n",
            " total_bbox = 224323, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2903: 0.186929, 0.207990 avg loss, 0.002610 rate, 1.457942 seconds, 185792 images, 203.570745 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.818924), count: 81, class_loss = 0.327617, iou_loss = 0.223476, total_loss = 0.551093 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000108, iou_loss = 0.000000, total_loss = 0.000108 \n",
            " total_bbox = 224404, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2904: 0.163962, 0.203587 avg loss, 0.002610 rate, 1.507681 seconds, 185856 images, 203.549203 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786408), count: 81, class_loss = 0.472372, iou_loss = 0.188795, total_loss = 0.661166 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.381391), count: 1, class_loss = 0.014469, iou_loss = 0.007924, total_loss = 0.022393 \n",
            " total_bbox = 224484, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2905: 0.243875, 0.207616 avg loss, 0.002610 rate, 1.522649 seconds, 185920 images, 203.596564 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816775), count: 72, class_loss = 0.302814, iou_loss = 0.195427, total_loss = 0.498241 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.523123), count: 1, class_loss = 0.002929, iou_loss = 0.014920, total_loss = 0.017849 \n",
            " total_bbox = 224557, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2906: 0.153233, 0.202177 avg loss, 0.002610 rate, 1.462002 seconds, 185984 images, 203.664097 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795768), count: 76, class_loss = 0.337115, iou_loss = 0.211050, total_loss = 0.548165 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.381442), count: 5, class_loss = 0.062124, iou_loss = 0.026478, total_loss = 0.088603 \n",
            " total_bbox = 224638, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2907: 0.200069, 0.201967 avg loss, 0.002610 rate, 1.485108 seconds, 186048 images, 203.647210 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788493), count: 71, class_loss = 0.321496, iou_loss = 0.151699, total_loss = 0.473195 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.442239), count: 4, class_loss = 0.050729, iou_loss = 0.036367, total_loss = 0.087096 \n",
            " total_bbox = 224713, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2908: 0.186533, 0.200423 avg loss, 0.002610 rate, 1.476988 seconds, 186112 images, 203.662385 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800915), count: 68, class_loss = 0.303277, iou_loss = 0.133827, total_loss = 0.437104 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.614573), count: 1, class_loss = 0.011698, iou_loss = 0.015229, total_loss = 0.026926 \n",
            " total_bbox = 224782, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2909: 0.157807, 0.196162 avg loss, 0.002610 rate, 1.465120 seconds, 186176 images, 203.666181 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.800572), count: 81, class_loss = 0.396753, iou_loss = 0.219347, total_loss = 0.616100 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.542081), count: 3, class_loss = 0.039186, iou_loss = 0.048018, total_loss = 0.087204 \n",
            " total_bbox = 224866, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2910: 0.218329, 0.198378 avg loss, 0.002610 rate, 1.467508 seconds, 186240 images, 203.653547 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796179), count: 79, class_loss = 0.383352, iou_loss = 0.214235, total_loss = 0.597587 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.314143), count: 4, class_loss = 0.054113, iou_loss = 0.027941, total_loss = 0.082054 \n",
            " total_bbox = 224948, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2911: 0.219219, 0.200462 avg loss, 0.002610 rate, 1.466920 seconds, 186304 images, 203.644343 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809250), count: 75, class_loss = 0.323388, iou_loss = 0.171803, total_loss = 0.495191 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.556709), count: 2, class_loss = 0.030827, iou_loss = 0.022790, total_loss = 0.053617 \n",
            " total_bbox = 225024, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2912: 0.177454, 0.198162 avg loss, 0.002610 rate, 1.470464 seconds, 186368 images, 203.634413 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.819792), count: 84, class_loss = 0.325851, iou_loss = 0.241109, total_loss = 0.566960 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.449245), count: 3, class_loss = 0.031221, iou_loss = 0.024198, total_loss = 0.055419 \n",
            " total_bbox = 225111, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2913: 0.178936, 0.196239 avg loss, 0.002610 rate, 1.505913 seconds, 186432 images, 203.629434 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806358), count: 78, class_loss = 0.329071, iou_loss = 0.198850, total_loss = 0.527921 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.477177), count: 1, class_loss = 0.006040, iou_loss = 0.006245, total_loss = 0.012285 \n",
            " total_bbox = 225190, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2914: 0.167947, 0.193410 avg loss, 0.002610 rate, 1.453005 seconds, 186496 images, 203.673489 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799522), count: 76, class_loss = 0.352391, iou_loss = 0.198878, total_loss = 0.551269 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.454250), count: 7, class_loss = 0.092979, iou_loss = 0.130269, total_loss = 0.223248 \n",
            " total_bbox = 225273, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2915: 0.223093, 0.196378 avg loss, 0.002610 rate, 1.460625 seconds, 186560 images, 203.644082 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.789757), count: 72, class_loss = 0.332231, iou_loss = 0.158006, total_loss = 0.490237 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.403971), count: 1, class_loss = 0.008782, iou_loss = 0.003760, total_loss = 0.012542 \n",
            " total_bbox = 225346, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2916: 0.170947, 0.193835 avg loss, 0.002610 rate, 1.479392 seconds, 186624 images, 203.625480 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794815), count: 71, class_loss = 0.341017, iou_loss = 0.150231, total_loss = 0.491249 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.507593), count: 6, class_loss = 0.080486, iou_loss = 0.075478, total_loss = 0.155964 \n",
            " total_bbox = 225421, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2917: 0.211133, 0.195565 avg loss, 0.002610 rate, 1.481468 seconds, 186688 images, 203.632955 hours left\n",
            "Loaded: 0.000085 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.812941), count: 77, class_loss = 0.426192, iou_loss = 0.209394, total_loss = 0.635586 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.530459), count: 3, class_loss = 0.036032, iou_loss = 0.037655, total_loss = 0.073687 \n",
            " total_bbox = 225501, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2918: 0.231471, 0.199156 avg loss, 0.002610 rate, 1.468481 seconds, 186752 images, 203.643173 hours left\n",
            "Loaded: 0.000087 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.814567), count: 78, class_loss = 0.415595, iou_loss = 0.193606, total_loss = 0.609200 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000714, iou_loss = 0.000000, total_loss = 0.000714 \n",
            " total_bbox = 225579, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2919: 0.208256, 0.200066 avg loss, 0.002610 rate, 1.458125 seconds, 186816 images, 203.635389 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.766130), count: 74, class_loss = 0.468920, iou_loss = 0.127521, total_loss = 0.596441 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000028, iou_loss = 0.000000, total_loss = 0.000028 \n",
            " total_bbox = 225653, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2920: 0.234602, 0.203519 avg loss, 0.002610 rate, 1.478167 seconds, 186880 images, 203.613359 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787588), count: 78, class_loss = 0.304941, iou_loss = 0.189303, total_loss = 0.494244 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.677197), count: 2, class_loss = 0.018339, iou_loss = 0.030677, total_loss = 0.049016 \n",
            " total_bbox = 225733, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2921: 0.161932, 0.199361 avg loss, 0.002610 rate, 1.459433 seconds, 186944 images, 203.619229 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.816586), count: 74, class_loss = 0.292132, iou_loss = 0.175150, total_loss = 0.467282 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.682666), count: 1, class_loss = 0.008394, iou_loss = 0.020421, total_loss = 0.028815 \n",
            " total_bbox = 225807, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2922: 0.150537, 0.194478 avg loss, 0.002610 rate, 1.498427 seconds, 187008 images, 203.599181 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.793375), count: 71, class_loss = 0.451163, iou_loss = 0.137450, total_loss = 0.588613 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.151030), count: 3, class_loss = 0.042199, iou_loss = 0.002736, total_loss = 0.044936 \n",
            " total_bbox = 225881, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2923: 0.247258, 0.199756 avg loss, 0.002610 rate, 1.464764 seconds, 187072 images, 203.633200 hours left\n",
            "Loaded: 0.000114 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795233), count: 77, class_loss = 0.292415, iou_loss = 0.220531, total_loss = 0.512946 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.496938), count: 1, class_loss = 0.014359, iou_loss = 0.010317, total_loss = 0.024677 \n",
            " total_bbox = 225958, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2924: 0.153774, 0.195158 avg loss, 0.002610 rate, 1.462291 seconds, 187136 images, 203.620403 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.826796), count: 75, class_loss = 0.282817, iou_loss = 0.186419, total_loss = 0.469236 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.809372), count: 1, class_loss = 0.006210, iou_loss = 0.029169, total_loss = 0.035379 \n",
            " total_bbox = 226031, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2925: 0.144713, 0.190113 avg loss, 0.002610 rate, 1.461947 seconds, 187200 images, 203.604300 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806943), count: 71, class_loss = 0.310973, iou_loss = 0.134419, total_loss = 0.445392 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.321533), count: 1, class_loss = 0.015142, iou_loss = 0.002183, total_loss = 0.017326 \n",
            " total_bbox = 226103, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2926: 0.163534, 0.187456 avg loss, 0.002610 rate, 1.460480 seconds, 187264 images, 203.587843 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797731), count: 78, class_loss = 0.346444, iou_loss = 0.196986, total_loss = 0.543430 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.003769, iou_loss = 0.000000, total_loss = 0.003769 \n",
            " total_bbox = 226181, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2927: 0.175217, 0.186232 avg loss, 0.002610 rate, 1.503898 seconds, 187328 images, 203.569514 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795183), count: 74, class_loss = 0.363057, iou_loss = 0.199843, total_loss = 0.562901 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.005214, iou_loss = 0.000000, total_loss = 0.005214 \n",
            " total_bbox = 226255, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2928: 0.184248, 0.186033 avg loss, 0.002610 rate, 1.478574 seconds, 187392 images, 203.611361 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803471), count: 69, class_loss = 0.366549, iou_loss = 0.123937, total_loss = 0.490485 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.246312), count: 2, class_loss = 0.027059, iou_loss = 0.004611, total_loss = 0.031670 \n",
            " total_bbox = 226325, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2929: 0.197323, 0.187162 avg loss, 0.002610 rate, 1.491095 seconds, 187456 images, 203.617767 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.808020), count: 73, class_loss = 0.289517, iou_loss = 0.184754, total_loss = 0.474271 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.365997), count: 2, class_loss = 0.021266, iou_loss = 0.078034, total_loss = 0.099301 \n",
            " total_bbox = 226400, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2930: 0.155843, 0.184030 avg loss, 0.002610 rate, 1.476987 seconds, 187520 images, 203.641440 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799193), count: 81, class_loss = 0.371571, iou_loss = 0.219120, total_loss = 0.590691 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.313109), count: 3, class_loss = 0.040036, iou_loss = 0.007366, total_loss = 0.047402 \n",
            " total_bbox = 226484, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2931: 0.206289, 0.186256 avg loss, 0.002610 rate, 1.458460 seconds, 187584 images, 203.645405 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801063), count: 75, class_loss = 0.426011, iou_loss = 0.160157, total_loss = 0.586169 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.154073), count: 1, class_loss = 0.006674, iou_loss = 0.000385, total_loss = 0.007059 \n",
            " total_bbox = 226560, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2932: 0.216914, 0.189322 avg loss, 0.002610 rate, 1.502349 seconds, 187648 images, 203.623741 hours left\n",
            "Loaded: 0.000168 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809395), count: 78, class_loss = 0.371532, iou_loss = 0.217757, total_loss = 0.589289 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.237489), count: 7, class_loss = 0.079963, iou_loss = 0.009413, total_loss = 0.089376 \n",
            " total_bbox = 226644, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2933: 0.226268, 0.193017 avg loss, 0.002610 rate, 1.487301 seconds, 187712 images, 203.662892 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799573), count: 78, class_loss = 0.400605, iou_loss = 0.220073, total_loss = 0.620678 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.471245), count: 7, class_loss = 0.086092, iou_loss = 0.067887, total_loss = 0.153978 \n",
            " total_bbox = 226729, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2934: 0.243747, 0.198090 avg loss, 0.002610 rate, 1.483388 seconds, 187776 images, 203.680940 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.777563), count: 80, class_loss = 0.415300, iou_loss = 0.206103, total_loss = 0.621402 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.489867), count: 4, class_loss = 0.045016, iou_loss = 0.046984, total_loss = 0.092000 \n",
            " total_bbox = 226813, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2935: 0.230558, 0.201337 avg loss, 0.002610 rate, 1.469417 seconds, 187840 images, 203.693293 hours left\n",
            "Loaded: 0.000119 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.787849), count: 78, class_loss = 0.391842, iou_loss = 0.177666, total_loss = 0.569508 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.480281), count: 3, class_loss = 0.038675, iou_loss = 0.059372, total_loss = 0.098047 \n",
            " total_bbox = 226894, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2936: 0.215659, 0.202769 avg loss, 0.002610 rate, 1.482199 seconds, 187904 images, 203.686219 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.767113), count: 75, class_loss = 0.407097, iou_loss = 0.161261, total_loss = 0.568358 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.639285), count: 4, class_loss = 0.055080, iou_loss = 0.086283, total_loss = 0.141363 \n",
            " total_bbox = 226973, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2937: 0.231413, 0.205633 avg loss, 0.002610 rate, 1.479542 seconds, 187968 images, 203.696924 hours left\n",
            "Loaded: 0.000110 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780053), count: 69, class_loss = 0.319825, iou_loss = 0.136370, total_loss = 0.456195 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.185810), count: 1, class_loss = 0.019373, iou_loss = 0.001022, total_loss = 0.020395 \n",
            " total_bbox = 227042, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2938: 0.170164, 0.202086 avg loss, 0.002610 rate, 1.486799 seconds, 188032 images, 203.703821 hours left\n",
            "Loaded: 0.000112 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791184), count: 81, class_loss = 0.487277, iou_loss = 0.235160, total_loss = 0.722436 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.690806), count: 3, class_loss = 0.021417, iou_loss = 0.063002, total_loss = 0.084419 \n",
            " total_bbox = 227126, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2939: 0.254630, 0.207341 avg loss, 0.002610 rate, 1.494847 seconds, 188096 images, 203.720666 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799468), count: 70, class_loss = 0.420152, iou_loss = 0.154969, total_loss = 0.575121 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.676749), count: 1, class_loss = 0.015093, iou_loss = 0.042287, total_loss = 0.057380 \n",
            " total_bbox = 227196, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2940: 0.217909, 0.208398 avg loss, 0.002610 rate, 1.467256 seconds, 188160 images, 203.748457 hours left\n",
            "Loaded: 0.000115 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.780699), count: 73, class_loss = 0.406593, iou_loss = 0.150893, total_loss = 0.557486 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.389932), count: 1, class_loss = 0.006336, iou_loss = 0.008280, total_loss = 0.014616 \n",
            " total_bbox = 227270, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2941: 0.206918, 0.208250 avg loss, 0.002610 rate, 1.482401 seconds, 188224 images, 203.737846 hours left\n",
            "Loaded: 0.000105 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.801357), count: 78, class_loss = 0.381731, iou_loss = 0.200276, total_loss = 0.582007 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.596330), count: 4, class_loss = 0.059272, iou_loss = 0.077666, total_loss = 0.136939 \n",
            " total_bbox = 227352, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2942: 0.220831, 0.209508 avg loss, 0.002610 rate, 1.476776 seconds, 188288 images, 203.748296 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.806862), count: 84, class_loss = 0.355417, iou_loss = 0.250276, total_loss = 0.605693 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.513958), count: 3, class_loss = 0.053513, iou_loss = 0.035680, total_loss = 0.089193 \n",
            " total_bbox = 227439, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2943: 0.204836, 0.209041 avg loss, 0.002610 rate, 1.458762 seconds, 188352 images, 203.750836 hours left\n",
            "Loaded: 0.000123 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803469), count: 74, class_loss = 0.381196, iou_loss = 0.157653, total_loss = 0.538849 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.661612), count: 4, class_loss = 0.055937, iou_loss = 0.100358, total_loss = 0.156295 \n",
            " total_bbox = 227517, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2944: 0.218859, 0.210022 avg loss, 0.002610 rate, 1.463262 seconds, 188416 images, 203.728468 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792221), count: 78, class_loss = 0.370441, iou_loss = 0.222127, total_loss = 0.592568 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.518359), count: 1, class_loss = 0.015826, iou_loss = 0.007491, total_loss = 0.023317 \n",
            " total_bbox = 227595, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2945: 0.193511, 0.208371 avg loss, 0.002610 rate, 1.458679 seconds, 188480 images, 203.712548 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.784574), count: 71, class_loss = 0.328481, iou_loss = 0.186896, total_loss = 0.515377 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000539, iou_loss = 0.000000, total_loss = 0.000539 \n",
            " total_bbox = 227665, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2946: 0.164628, 0.203997 avg loss, 0.002610 rate, 1.461248 seconds, 188544 images, 203.690445 hours left\n",
            "Loaded: 0.000098 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.794612), count: 77, class_loss = 0.389168, iou_loss = 0.205228, total_loss = 0.594396 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.611890), count: 1, class_loss = 0.014407, iou_loss = 0.013848, total_loss = 0.028255 \n",
            " total_bbox = 227743, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2947: 0.202112, 0.203808 avg loss, 0.002610 rate, 1.460070 seconds, 188608 images, 203.672115 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.802443), count: 73, class_loss = 0.343428, iou_loss = 0.140544, total_loss = 0.483972 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.583828), count: 5, class_loss = 0.072930, iou_loss = 0.062226, total_loss = 0.135156 \n",
            " total_bbox = 227820, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2948: 0.208515, 0.204279 avg loss, 0.002610 rate, 1.488322 seconds, 188672 images, 203.652310 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.760975), count: 84, class_loss = 0.385740, iou_loss = 0.222674, total_loss = 0.608414 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.753350), count: 3, class_loss = 0.041090, iou_loss = 0.061723, total_loss = 0.102812 \n",
            " total_bbox = 227906, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2949: 0.213681, 0.205219 avg loss, 0.002610 rate, 1.500567 seconds, 188736 images, 203.671681 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795180), count: 77, class_loss = 0.362709, iou_loss = 0.179980, total_loss = 0.542689 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.434602), count: 1, class_loss = 0.015025, iou_loss = 0.008971, total_loss = 0.023996 \n",
            " total_bbox = 227984, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2950: 0.189288, 0.203626 avg loss, 0.002610 rate, 1.473231 seconds, 188800 images, 203.707781 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.779137), count: 67, class_loss = 0.401525, iou_loss = 0.123857, total_loss = 0.525382 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.857684), count: 1, class_loss = 0.014069, iou_loss = 0.030910, total_loss = 0.044979 \n",
            " total_bbox = 228051, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2951: 0.207995, 0.204063 avg loss, 0.002610 rate, 1.477579 seconds, 188864 images, 203.705767 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795647), count: 82, class_loss = 0.426882, iou_loss = 0.296315, total_loss = 0.723197 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.517055), count: 5, class_loss = 0.052971, iou_loss = 0.039302, total_loss = 0.092273 \n",
            " total_bbox = 228138, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2952: 0.240302, 0.207687 avg loss, 0.002610 rate, 1.479681 seconds, 188928 images, 203.709819 hours left\n",
            "Loaded: 0.000090 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.792475), count: 69, class_loss = 0.429332, iou_loss = 0.107706, total_loss = 0.537039 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.678726), count: 3, class_loss = 0.045561, iou_loss = 0.115597, total_loss = 0.161158 \n",
            " total_bbox = 228210, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2953: 0.237736, 0.210692 avg loss, 0.002610 rate, 1.469843 seconds, 188992 images, 203.716720 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.770122), count: 74, class_loss = 0.413402, iou_loss = 0.138396, total_loss = 0.551798 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.058799), count: 2, class_loss = 0.032067, iou_loss = 0.000447, total_loss = 0.032514 \n",
            " total_bbox = 228286, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2954: 0.223375, 0.211960 avg loss, 0.002610 rate, 1.459402 seconds, 189056 images, 203.709925 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.754112), count: 78, class_loss = 0.320399, iou_loss = 0.209618, total_loss = 0.530018 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.386765), count: 5, class_loss = 0.057413, iou_loss = 0.028183, total_loss = 0.085596 \n",
            " total_bbox = 228368, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2955: 0.189376, 0.209702 avg loss, 0.002610 rate, 1.464853 seconds, 189120 images, 203.688793 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.795699), count: 67, class_loss = 0.344009, iou_loss = 0.119077, total_loss = 0.463086 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.000983, iou_loss = 0.000000, total_loss = 0.000983 \n",
            " total_bbox = 228434, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2956: 0.172608, 0.205992 avg loss, 0.002610 rate, 1.469121 seconds, 189184 images, 203.675384 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.798873), count: 67, class_loss = 0.257819, iou_loss = 0.091995, total_loss = 0.349813 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.000000), count: 1, class_loss = 0.001377, iou_loss = 0.000000, total_loss = 0.001377 \n",
            " total_bbox = 228501, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2957: 0.129708, 0.198364 avg loss, 0.002610 rate, 1.479368 seconds, 189248 images, 203.668007 hours left\n",
            "Loaded: 0.000131 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.788940), count: 78, class_loss = 0.472981, iou_loss = 0.221630, total_loss = 0.694611 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.400761), count: 2, class_loss = 0.029915, iou_loss = 0.011146, total_loss = 0.041061 \n",
            " total_bbox = 228579, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2958: 0.251891, 0.203717 avg loss, 0.002610 rate, 1.483792 seconds, 189312 images, 203.674840 hours left\n",
            "Loaded: 0.000128 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.769694), count: 80, class_loss = 0.579912, iou_loss = 0.170355, total_loss = 0.750266 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.438594), count: 2, class_loss = 0.006760, iou_loss = 0.011412, total_loss = 0.018173 \n",
            " total_bbox = 228660, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2959: 0.293769, 0.212722 avg loss, 0.002610 rate, 1.473955 seconds, 189376 images, 203.687771 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.809097), count: 73, class_loss = 0.329722, iou_loss = 0.223548, total_loss = 0.553270 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.409886), count: 2, class_loss = 0.040906, iou_loss = 0.021375, total_loss = 0.062281 \n",
            " total_bbox = 228735, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2960: 0.185741, 0.210024 avg loss, 0.002610 rate, 1.483423 seconds, 189440 images, 203.687010 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.813627), count: 69, class_loss = 0.429740, iou_loss = 0.149147, total_loss = 0.578888 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.562567), count: 1, class_loss = 0.007137, iou_loss = 0.009657, total_loss = 0.016794 \n",
            " total_bbox = 228804, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2961: 0.218780, 0.210899 avg loss, 0.002610 rate, 1.473476 seconds, 189504 images, 203.699263 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.786727), count: 71, class_loss = 0.359144, iou_loss = 0.140446, total_loss = 0.499590 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.419674), count: 4, class_loss = 0.052703, iou_loss = 0.025943, total_loss = 0.078645 \n",
            " total_bbox = 228879, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2962: 0.206358, 0.210445 avg loss, 0.002610 rate, 1.491565 seconds, 189568 images, 203.697662 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.797757), count: 71, class_loss = 0.370089, iou_loss = 0.118077, total_loss = 0.488166 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.453274), count: 2, class_loss = 0.029553, iou_loss = 0.030430, total_loss = 0.059982 \n",
            " total_bbox = 228950, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2963: 0.200230, 0.209424 avg loss, 0.002610 rate, 1.461810 seconds, 189632 images, 203.721033 hours left\n",
            "Loaded: 0.000100 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.790807), count: 80, class_loss = 0.301718, iou_loss = 0.246175, total_loss = 0.547893 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.589407), count: 2, class_loss = 0.013229, iou_loss = 0.034847, total_loss = 0.048076 \n",
            " total_bbox = 229032, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2964: 0.157813, 0.204263 avg loss, 0.002610 rate, 1.500475 seconds, 189696 images, 203.703033 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.804748), count: 77, class_loss = 0.420843, iou_loss = 0.210630, total_loss = 0.631474 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.244076), count: 1, class_loss = 0.012061, iou_loss = 0.003218, total_loss = 0.015279 \n",
            " total_bbox = 229107, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2965: 0.216972, 0.205534 avg loss, 0.002610 rate, 1.486674 seconds, 189760 images, 203.738648 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.812117), count: 74, class_loss = 0.299815, iou_loss = 0.189701, total_loss = 0.489516 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.577714), count: 4, class_loss = 0.061628, iou_loss = 0.157430, total_loss = 0.219058 \n",
            " total_bbox = 229185, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2966: 0.181055, 0.203086 avg loss, 0.002610 rate, 1.469177 seconds, 189824 images, 203.754813 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.758501), count: 79, class_loss = 0.348723, iou_loss = 0.175965, total_loss = 0.524688 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.737910), count: 3, class_loss = 0.028802, iou_loss = 0.078466, total_loss = 0.107268 \n",
            " total_bbox = 229267, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2967: 0.189038, 0.201681 avg loss, 0.002610 rate, 1.461726 seconds, 189888 images, 203.746681 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.755971), count: 77, class_loss = 0.400864, iou_loss = 0.153174, total_loss = 0.554038 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.470090), count: 2, class_loss = 0.027090, iou_loss = 0.047403, total_loss = 0.074493 \n",
            " total_bbox = 229346, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2968: 0.214400, 0.202953 avg loss, 0.002610 rate, 1.486537 seconds, 189952 images, 203.728315 hours left\n",
            "Loaded: 0.000106 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.768420), count: 84, class_loss = 0.431681, iou_loss = 0.175788, total_loss = 0.607469 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.425680), count: 4, class_loss = 0.054904, iou_loss = 0.031320, total_loss = 0.086224 \n",
            " total_bbox = 229434, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2969: 0.243733, 0.207031 avg loss, 0.002610 rate, 1.505914 seconds, 190016 images, 203.744400 hours left\n",
            "Loaded: 0.000096 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791793), count: 73, class_loss = 0.351427, iou_loss = 0.165304, total_loss = 0.516731 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.362192), count: 2, class_loss = 0.030504, iou_loss = 0.030541, total_loss = 0.061045 \n",
            " total_bbox = 229509, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2970: 0.191428, 0.205471 avg loss, 0.002610 rate, 1.502292 seconds, 190080 images, 203.787104 hours left\n",
            "Loaded: 0.000082 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.821463), count: 69, class_loss = 0.329926, iou_loss = 0.113774, total_loss = 0.443701 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.443022), count: 3, class_loss = 0.032794, iou_loss = 0.030839, total_loss = 0.063633 \n",
            " total_bbox = 229581, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2971: 0.181763, 0.203100 avg loss, 0.002610 rate, 1.514785 seconds, 190144 images, 203.824358 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.764968), count: 69, class_loss = 0.327925, iou_loss = 0.127906, total_loss = 0.455831 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.526474), count: 4, class_loss = 0.050542, iou_loss = 0.071508, total_loss = 0.122050 \n",
            " total_bbox = 229654, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2972: 0.189621, 0.201752 avg loss, 0.002610 rate, 1.487327 seconds, 190208 images, 203.878471 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.772447), count: 80, class_loss = 0.427848, iou_loss = 0.160282, total_loss = 0.588130 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.723657), count: 1, class_loss = 0.007411, iou_loss = 0.028477, total_loss = 0.035888 \n",
            " total_bbox = 229735, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2973: 0.217905, 0.203367 avg loss, 0.002610 rate, 1.482939 seconds, 190272 images, 203.894114 hours left\n",
            "Loaded: 0.000125 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.791781), count: 72, class_loss = 0.344029, iou_loss = 0.127535, total_loss = 0.471564 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.490327), count: 4, class_loss = 0.050861, iou_loss = 0.115545, total_loss = 0.166407 \n",
            " total_bbox = 229811, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2974: 0.197838, 0.202814 avg loss, 0.002610 rate, 1.484078 seconds, 190336 images, 203.903550 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.782880), count: 71, class_loss = 0.386758, iou_loss = 0.126943, total_loss = 0.513701 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.528444), count: 3, class_loss = 0.033158, iou_loss = 0.048266, total_loss = 0.081424 \n",
            " total_bbox = 229885, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2975: 0.210334, 0.203566 avg loss, 0.002610 rate, 1.461735 seconds, 190400 images, 203.914507 hours left\n",
            "Loaded: 0.000101 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.796488), count: 74, class_loss = 0.312786, iou_loss = 0.149621, total_loss = 0.462407 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.432683), count: 1, class_loss = 0.002601, iou_loss = 0.008709, total_loss = 0.011310 \n",
            " total_bbox = 229959, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2976: 0.158115, 0.199021 avg loss, 0.002610 rate, 1.480326 seconds, 190464 images, 203.894453 hours left\n",
            "Loaded: 0.000117 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.824426), count: 69, class_loss = 0.371334, iou_loss = 0.139901, total_loss = 0.511235 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.347062), count: 1, class_loss = 0.014977, iou_loss = 0.012003, total_loss = 0.026980 \n",
            " total_bbox = 230029, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2977: 0.193608, 0.198480 avg loss, 0.002610 rate, 1.478526 seconds, 190528 images, 203.900276 hours left\n",
            "Loaded: 0.000107 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803048), count: 76, class_loss = 0.398275, iou_loss = 0.214729, total_loss = 0.613005 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.343780), count: 4, class_loss = 0.052068, iou_loss = 0.019465, total_loss = 0.071532 \n",
            " total_bbox = 230109, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2978: 0.225638, 0.201196 avg loss, 0.002610 rate, 1.459840 seconds, 190592 images, 203.903581 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.775338), count: 80, class_loss = 0.407741, iou_loss = 0.195305, total_loss = 0.603046 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.253912), count: 4, class_loss = 0.036228, iou_loss = 0.011804, total_loss = 0.048032 \n",
            " total_bbox = 230191, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2979: 0.222516, 0.203328 avg loss, 0.002610 rate, 1.468189 seconds, 190656 images, 203.881050 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.803912), count: 72, class_loss = 0.332528, iou_loss = 0.113768, total_loss = 0.446296 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.308517), count: 3, class_loss = 0.046263, iou_loss = 0.032804, total_loss = 0.079067 \n",
            " total_bbox = 230266, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2980: 0.189881, 0.201983 avg loss, 0.002610 rate, 1.470905 seconds, 190720 images, 203.870254 hours left\n",
            "Loaded: 0.000131 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.824784), count: 71, class_loss = 0.211120, iou_loss = 0.138890, total_loss = 0.350011 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.353766), count: 3, class_loss = 0.031334, iou_loss = 0.015550, total_loss = 0.046883 \n",
            " total_bbox = 230340, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2981: 0.121676, 0.193952 avg loss, 0.002610 rate, 1.497997 seconds, 190784 images, 203.863252 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.815946), count: 74, class_loss = 0.386315, iou_loss = 0.166682, total_loss = 0.552997 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.426528), count: 2, class_loss = 0.033489, iou_loss = 0.015613, total_loss = 0.049102 \n",
            " total_bbox = 230416, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2982: 0.210317, 0.195589 avg loss, 0.002610 rate, 1.479507 seconds, 190848 images, 203.893817 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.821316), count: 75, class_loss = 0.253996, iou_loss = 0.202477, total_loss = 0.456473 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.481261), count: 2, class_loss = 0.023347, iou_loss = 0.027668, total_loss = 0.051015 \n",
            " total_bbox = 230492, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2983: 0.139053, 0.189935 avg loss, 0.002610 rate, 1.482071 seconds, 190912 images, 203.898489 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.781403), count: 78, class_loss = 0.339878, iou_loss = 0.180609, total_loss = 0.520488 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.552072), count: 2, class_loss = 0.028405, iou_loss = 0.023121, total_loss = 0.051526 \n",
            " total_bbox = 230572, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2984: 0.184506, 0.189392 avg loss, 0.002610 rate, 1.479627 seconds, 190976 images, 203.906684 hours left\n",
            "Loaded: 0.000092 seconds\n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 30 Avg (IOU: 0.799094), count: 72, class_loss = 0.296369, iou_loss = 0.135359, total_loss = 0.431729 \n",
            "v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 37 Avg (IOU: 0.615620), count: 1, class_loss = 0.018014, iou_loss = 0.020628, total_loss = 0.038642 \n",
            " total_bbox = 230645, rewritten_bbox = 0.000000 % \n",
            "\n",
            " 2985: 0.157511, 0.186204 avg loss, 0.002610 rate, 1.488909 seconds, 191040 images, 203.911341 hours left\n",
            "Loaded: 0.000064 seconds\n"
          ]
        }
      ]
    }
  ]
}