train_model.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wHBQcQzjD6HJ"
      },
      "source": [
        "**Connect google drive**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bwp6NIrsZZFP",
        "outputId": "f0d727cd-aee9-4279-d0e6-9fad47d33d05",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Sat Apr  9 15:26:48 2022       \n",
            "+-----------------------------------------------------------------------------+\n",
            "| NVIDIA-SMI 460.32.03    Driver Version: 460.32.03    CUDA Version: 11.2     |\n",
            "|-------------------------------+----------------------+----------------------+\n",
            "| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n",
            "| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n",
            "|                               |                      |               MIG M. |\n",
            "|===============================+======================+======================|\n",
            "|   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |\n",
            "| N/A   32C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |\n",
            "|                               |                      |                  N/A |\n",
            "+-------------------------------+----------------------+----------------------+\n",
            "                                                                               \n",
            "+-----------------------------------------------------------------------------+\n",
            "| Processes:                                                                  |\n",
            "|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n",
            "|        ID   ID                                                   Usage      |\n",
            "|=============================================================================|\n",
            "|  No running processes found                                                 |\n",
            "+-----------------------------------------------------------------------------+\n"
          ]
        }
      ],
      "source": [
        "# Check if NVIDIA GPU is enabled\n",
        "!nvidia-smi"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9e9ZW3sqMEPO",
        "outputId": "a8407512-8f68-4a6c-f96e-c5cc1da4d47a",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/gdrive')\n",
        "!ln -s /content/gdrive/My\\ Drive/ /mydrive\n",
        "!ls /mydrive"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "t7utW4in4azV"
      },
      "source": [
        "**1) Clone the Darknet**\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "e03U7Zi-qMr2",
        "outputId": "dda39bd8-0cf7-4358-c59e-e088de063742",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'darknet'...\n",
            "remote: Enumerating objects: 15412, done.\u001b[K\n",
            "remote: Total 15412 (delta 0), reused 0 (delta 0), pack-reused 15412\u001b[K\n",
            "Receiving objects: 100% (15412/15412), 14.04 MiB | 23.69 MiB/s, done.\n",
            "Resolving deltas: 100% (10356/10356), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/AlexeyAB/darknet"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "7gDOF3mU-TAn"
      },
      "source": [
        "**2) Compile Darknet using Nvidia GPU**\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5H-Taj06Tw1c",
        "outputId": "446e6992-03bc-49b7-e897-37e20dbcbf9d",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/darknet\n",
            "mkdir -p ./obj/\n",
            "mkdir -p backup\n",
            "chmod +x *.sh\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image_opencv.cpp -o obj/image_opencv.o\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_detections_cv_v3(void**, detection*, int, float, char**, image**, int, int)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp: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:395:72:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wparentheses\u001b[m\u001b[K]\n",
            "             \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:495:29:\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:588:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kstatement with no effect [\u001b[01;35m\u001b[K-Wunused-value\u001b[m\u001b[K]\n",
            "                     \u001b[01;35m\u001b[Kfor\u001b[m\u001b[K (k; buf[k + n] != '\\0'; k++)\n",
            "                     \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:709:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd2\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         int \u001b[01;35m\u001b[Kmkd2\u001b[m\u001b[K = make_directory(buff2, 0777);\n",
            "             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:707:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         int \u001b[01;35m\u001b[Kmkd\u001b[m\u001b[K = make_directory(buff, 0777);\n",
            "             \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector_map\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:1326:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kcur_prob\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "                 double \u001b[01;35m\u001b[Kcur_prob\u001b[m\u001b[K = 0;\n",
            "                        \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:1347:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_recall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         float \u001b[01;35m\u001b[Kclass_recall\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)(truth_classes_count[i] - tp_for_thresh_per_class[i]));\n",
            "               \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:1346:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_precision\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "         float \u001b[01;35m\u001b[Kclass_precision\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)fp_for_thresh_per_class[i]);\n",
            "               \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdraw_object\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:1890:19:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kinv_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
            "             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"
          ]
        }
      ],
      "source": [
        "# change makefile to have GPU and OPENCV enabled\n",
        "%cd darknet\n",
        "!sed -i 's/OPENCV=0/OPENCV=1/' Makefile\n",
        "!sed -i 's/GPU=0/GPU=1/' Makefile\n",
        "!sed -i 's/CUDNN=0/CUDNN=1/' Makefile\n",
        "!make"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gAOLtA_qI9vF"
      },
      "source": [
        "**3) Configure Darknet network for training YOLO V3**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "s-RpscgU853t",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "!cp cfg/yolov3.cfg cfg/yolov3_training.cfg"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "5ZgVQRop_vwR",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "!sed -i 's/batch=1/batch=64/' cfg/yolov3_training.cfg\n",
        "!sed -i 's/subdivisions=1/subdivisions=16/' cfg/yolov3_training.cfg\n",
        "!sed -i 's/max_batches = 500200/max_batches = 4000/' cfg/yolov3_training.cfg\n",
        "!sed -i '610 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '696 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '783 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '603 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n",
        "!sed -i '689 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n",
        "!sed -i '776 s@filters=255@filters=18@' cfg/yolov3_training.cfg"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "nscRN-X2Mr3d",
        "outputId": "f43472ff-80ed-4bab-e167-af863721bf1f",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "mkdir: cannot create directory ‘/mydrive/yolov3’: File exists\n"
          ]
        }
      ],
      "source": [
        "# Create folder on google drive so that we can save there the weights\n",
        "!mkdir \"/mydrive/yolov3\""
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "id": "7AIBw_psIclz",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "!echo \"pool\" > data/obj.names\n",
        "!echo -e 'classes= 1\\ntrain  = data/train.txt\\nvalid  = data/test.txt\\nnames = data/obj.names\\nbackup = /mydrive/yolov3' > data/obj.data\n",
        "!mkdir data/obj"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "eZlkzFMW7I_N",
        "outputId": "91c2d8c2-fb9c-4e8e-cd4a-27494e0fbfcd",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "--2022-04-09 15:28:19--  https://pjreddie.com/media/files/darknet53.conv.74\n",
            "Resolving pjreddie.com (pjreddie.com)... 128.208.4.108\n",
            "Connecting to pjreddie.com (pjreddie.com)|128.208.4.108|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 162482580 (155M) [application/octet-stream]\n",
            "Saving to: ‘darknet53.conv.74’\n",
            "\n",
            "darknet53.conv.74   100%[===================>] 154.96M  45.6MB/s    in 3.8s    \n",
            "\n",
            "2022-04-09 15:28:23 (41.3 MB/s) - ‘darknet53.conv.74’ saved [162482580/162482580]\n",
            "\n"
          ]
        }
      ],
      "source": [
        "# Download weights darknet model 53\n",
        "!wget https://pjreddie.com/media/files/darknet53.conv.74"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9RbVKJjoncW2"
      },
      "source": [
        "**4) Extract Images**\n",
        "\n",
        "The images need to be inside a zip archive called \"images.zip\" and they need to be inside the folder \"yolov3\" on Google Drive"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jhb5nZvsQ_96",
        "outputId": "f2215101-bf75-4897-c962-ff8d90875463",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Archive:  /content/gdrive/MyDrive/mosaic_ps2/images.zip\n",
            "  inflating: data/obj/images/1.PNG   \n",
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          ]
        }
      ],
      "source": [
        "!unzip /content/gdrive/MyDrive/mosaic_ps2/images.zip -d data/obj"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "id": "DGUyXxeYX0IP",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "# We're going to convert the class index on the .txt files. As we're working with only one class, it's supposed to be class 0.\n",
        "# If the index is different from 0 then we're going to change it.\n",
        "import glob\n",
        "import os\n",
        "import re\n",
        "\n",
        "txt_file_paths = glob.glob(r\"data/obj/*.txt\")\n",
        "for i, file_path in enumerate(txt_file_paths):\n",
        "    # get image size\n",
        "    with open(file_path, \"r\") as f_o:\n",
        "        lines = f_o.readlines()\n",
        "\n",
        "        text_converted = []\n",
        "        for line in lines:\n",
        "            print(line)\n",
        "            numbers = re.findall(\"[0-9.]+\", line)\n",
        "            print(numbers)\n",
        "            if numbers:\n",
        "\n",
        "                # Define coordinates\n",
        "                text = \"{} {} {} {} {}\".format(0, numbers[1], numbers[2], numbers[3], numbers[4])\n",
        "                text_converted.append(text)\n",
        "                print(i, file_path)\n",
        "                print(text)\n",
        "        # Write file\n",
        "        with open(file_path, 'w') as fp:\n",
        "            for item in text_converted:\n",
        "                fp.writelines(\"%s\\n\" % item)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5I_0ht7ITMUu",
        "outputId": "c022a82b-aea1-45b9-db7b-9637d38bc784",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "['data/obj/images/151.PNG', 'data/obj/images/32.PNG', 'data/obj/images/187.PNG', 'data/obj/images/101.PNG', 'data/obj/images/67.PNG', 'data/obj/images/150.PNG', 'data/obj/images/62.PNG', 'data/obj/images/39.PNG', 'data/obj/images/42.PNG', 'data/obj/images/64.PNG', 'data/obj/images/28.PNG', 'data/obj/images/154.PNG', 'data/obj/images/54.PNG', 'data/obj/images/117.PNG', 'data/obj/images/170.PNG', 'data/obj/images/107.PNG', 'data/obj/images/2.PNG', 'data/obj/images/177.PNG', 'data/obj/images/4.PNG', 'data/obj/images/102.PNG', 'data/obj/images/87.PNG', 'data/obj/images/138.PNG', 'data/obj/images/169.PNG', 'data/obj/images/1.PNG', 'data/obj/images/7.PNG', 'data/obj/images/114.PNG', 'data/obj/images/174.PNG', 'data/obj/images/121.PNG', 'data/obj/images/27.PNG', 'data/obj/images/55.PNG', 'data/obj/images/122.PNG', 'data/obj/images/50.PNG', 'data/obj/images/33.PNG', 'data/obj/images/124.PNG', 'data/obj/images/181.PNG', 'data/obj/images/125.PNG', 'data/obj/images/191.PNG', 'data/obj/images/82.PNG', 'data/obj/images/21.PNG', 'data/obj/images/160.PNG', 'data/obj/images/86.PNG', 'data/obj/images/109.PNG', 'data/obj/images/159.PNG', 'data/obj/images/136.PNG', 'data/obj/images/76.PNG', 'data/obj/images/192.PNG', 'data/obj/images/81.PNG', 'data/obj/images/59.PNG', 'data/obj/images/84.PNG', 'data/obj/images/126.PNG', 'data/obj/images/34.PNG', 'data/obj/images/57.PNG', 'data/obj/images/88.PNG', 'data/obj/images/176.PNG', 'data/obj/images/41.PNG', 'data/obj/images/30.PNG', 'data/obj/images/178.PNG', 'data/obj/images/45.PNG', 'data/obj/images/184.PNG', 'data/obj/images/92.PNG', 'data/obj/images/183.PNG', 'data/obj/images/74.PNG', 'data/obj/images/89.PNG', 'data/obj/images/10.PNG', 'data/obj/images/146.PNG', 'data/obj/images/163.PNG', 'data/obj/images/144.PNG', 'data/obj/images/100.PNG', 'data/obj/images/83.PNG', 'data/obj/images/134.PNG', 'data/obj/images/47.PNG', 'data/obj/images/78.PNG', 'data/obj/images/73.PNG', 'data/obj/images/94.PNG', 'data/obj/images/164.PNG', 'data/obj/images/13.PNG', 'data/obj/images/188.PNG', 'data/obj/images/120.PNG', 'data/obj/images/115.PNG', 'data/obj/images/31.PNG', 'data/obj/images/17.PNG', 'data/obj/images/68.PNG', 'data/obj/images/171.PNG', 'data/obj/images/130.PNG', 'data/obj/images/148.PNG', 'data/obj/images/172.PNG', 'data/obj/images/60.PNG', 'data/obj/images/24.PNG', 'data/obj/images/8.PNG', 'data/obj/images/168.PNG', 'data/obj/images/175.PNG', 'data/obj/images/190.PNG', 'data/obj/images/91.PNG', 'data/obj/images/9.PNG', 'data/obj/images/22.PNG', 'data/obj/images/90.PNG', 'data/obj/images/26.PNG', 'data/obj/images/61.PNG', 'data/obj/images/11.PNG', 'data/obj/images/43.PNG', 'data/obj/images/5.PNG', 'data/obj/images/48.PNG', 'data/obj/images/156.PNG', 'data/obj/images/3.PNG', 'data/obj/images/25.PNG', 'data/obj/images/142.PNG', 'data/obj/images/162.PNG', 'data/obj/images/185.PNG', 'data/obj/images/23.PNG', 'data/obj/images/127.PNG', 'data/obj/images/152.PNG', 'data/obj/images/70.PNG', 'data/obj/images/186.PNG', 'data/obj/images/18.PNG', 'data/obj/images/128.PNG', 'data/obj/images/113.PNG', 'data/obj/images/96.PNG', 'data/obj/images/140.PNG', 'data/obj/images/29.PNG', 'data/obj/images/182.PNG', 'data/obj/images/6.PNG', 'data/obj/images/71.PNG', 'data/obj/images/145.PNG', 'data/obj/images/166.PNG', 'data/obj/images/118.PNG', 'data/obj/images/37.PNG', 'data/obj/images/149.PNG', 'data/obj/images/69.PNG', 'data/obj/images/53.PNG', 'data/obj/images/12.PNG', 'data/obj/images/58.PNG', 'data/obj/images/72.PNG', 'data/obj/images/123.PNG', 'data/obj/images/93.PNG', 'data/obj/images/40.PNG', 'data/obj/images/44.PNG', 'data/obj/images/36.PNG', 'data/obj/images/131.PNG', 'data/obj/images/75.PNG', 'data/obj/images/137.PNG', 'data/obj/images/133.PNG', 'data/obj/images/79.PNG', 'data/obj/images/157.PNG', 'data/obj/images/65.PNG', 'data/obj/images/38.PNG', 'data/obj/images/108.PNG', 'data/obj/images/51.PNG', 'data/obj/images/119.PNG', 'data/obj/images/129.PNG', 'data/obj/images/147.PNG', 'data/obj/images/66.PNG', 'data/obj/images/167.PNG', 'data/obj/images/63.PNG', 'data/obj/images/173.PNG', 'data/obj/images/52.PNG', 'data/obj/images/158.PNG']\n"
          ]
        }
      ],
      "source": [
        "import glob\n",
        "images_list = glob.glob(\"data/obj/images/*.PNG\")\n",
        "print(images_list)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "EzygoAtMSnon",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [],
      "source": [
        "#Create training.txt file\n",
        "file = open(\"data/train.txt\", \"w\") \n",
        "file.write(\"\\n\".join(images_list)) \n",
        "file.close() "
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "CeSiuLrXoAjc"
      },
      "source": [
        "**6) Start the training**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "S3_g3jclUzMm",
        "outputId": "2f566d7b-4537-4bb0-f841-8e9c983fa439",
        "vscode": {
          "languageId": "python"
        }
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            " total_bbox = 151842, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795658), count: 3, class_loss = 0.032996, iou_loss = 0.114169, total_loss = 0.147165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811035), count: 4, class_loss = 0.397425, iou_loss = 0.123532, total_loss = 0.520957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001799, iou_loss = 0.000000, total_loss = 0.001799 \n",
            " total_bbox = 151849, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807035), count: 1, class_loss = 0.000111, iou_loss = 0.017947, total_loss = 0.018058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857911), count: 4, class_loss = 0.160787, iou_loss = 0.071211, total_loss = 0.231998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 151854, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1560/4000: loss=0.3 hours left=3.8\u0007\n",
            " 1560: 0.251130, 0.209653 avg loss, 0.001000 rate, 4.820165 seconds, 99840 images, 3.847168 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 576 x 576 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000044 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703296), count: 4, class_loss = 0.655914, iou_loss = 0.275543, total_loss = 0.931457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808398), count: 2, class_loss = 0.418667, iou_loss = 0.121254, total_loss = 0.539921 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 151860, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793183), count: 2, class_loss = 0.070403, iou_loss = 0.060796, total_loss = 0.131199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782100), count: 6, class_loss = 0.045788, iou_loss = 0.237163, total_loss = 0.282951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.534405), count: 1, class_loss = 0.265522, iou_loss = 0.128269, total_loss = 0.393792 \n",
            " total_bbox = 151869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814953), count: 4, class_loss = 0.090849, iou_loss = 0.137318, total_loss = 0.228167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706380), count: 1, class_loss = 0.068007, iou_loss = 0.070582, total_loss = 0.138589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002617, iou_loss = 0.000000, total_loss = 0.002617 \n",
            " total_bbox = 151874, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699889), count: 1, class_loss = 0.000306, iou_loss = 0.035128, total_loss = 0.035434 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808608), count: 7, class_loss = 0.362598, iou_loss = 0.258628, total_loss = 0.621226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000292, iou_loss = 0.000000, total_loss = 0.000292 \n",
            " total_bbox = 151882, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691031), count: 2, class_loss = 0.157637, iou_loss = 0.115475, total_loss = 0.273112 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766175), count: 7, class_loss = 0.692809, iou_loss = 0.306020, total_loss = 0.998829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 151891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809107), count: 5, class_loss = 0.169397, iou_loss = 0.136277, total_loss = 0.305674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737938), count: 3, class_loss = 0.138345, iou_loss = 0.158079, total_loss = 0.296424 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 151899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746366), count: 3, class_loss = 0.052641, iou_loss = 0.142126, total_loss = 0.194767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784694), count: 2, class_loss = 0.015374, iou_loss = 0.063251, total_loss = 0.078625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000051, iou_loss = 0.000000, total_loss = 0.000051 \n",
            " total_bbox = 151904, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579933), count: 2, class_loss = 0.227275, iou_loss = 0.449786, total_loss = 0.677061 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781224), count: 2, class_loss = 0.233015, iou_loss = 0.075841, total_loss = 0.308855 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000088, iou_loss = 0.000000, total_loss = 0.000088 \n",
            " total_bbox = 151908, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834451), count: 1, class_loss = 0.000049, iou_loss = 0.017022, total_loss = 0.017071 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745780), count: 4, class_loss = 0.075613, iou_loss = 0.199283, total_loss = 0.274896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000447, iou_loss = 0.000000, total_loss = 0.000447 \n",
            " total_bbox = 151913, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845134), count: 3, class_loss = 0.064881, iou_loss = 0.054989, total_loss = 0.119870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786795), count: 2, class_loss = 0.326823, iou_loss = 0.073066, total_loss = 0.399889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000246, iou_loss = 0.000000, total_loss = 0.000246 \n",
            " total_bbox = 151918, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864934), count: 2, class_loss = 0.080776, iou_loss = 0.022558, total_loss = 0.103335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773048), count: 2, class_loss = 0.102471, iou_loss = 0.076854, total_loss = 0.179325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 151922, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714533), count: 4, class_loss = 0.515365, iou_loss = 0.164232, total_loss = 0.679597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767617), count: 1, class_loss = 0.318698, iou_loss = 0.028200, total_loss = 0.346898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n",
            " total_bbox = 151927, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839583), count: 1, class_loss = 0.040063, iou_loss = 0.033133, total_loss = 0.073196 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824013), count: 4, class_loss = 0.227507, iou_loss = 0.151176, total_loss = 0.378682 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000094, iou_loss = 0.000000, total_loss = 0.000094 \n",
            " total_bbox = 151932, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814253), count: 3, class_loss = 0.221508, iou_loss = 0.078382, total_loss = 0.299890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749194), count: 2, class_loss = 0.346444, iou_loss = 0.203027, total_loss = 0.549471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 151937, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801251), count: 3, class_loss = 0.121887, iou_loss = 0.082662, total_loss = 0.204549 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.714722), count: 2, class_loss = 0.042432, iou_loss = 0.219307, total_loss = 0.261739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 151942, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798148), count: 5, class_loss = 0.207024, iou_loss = 0.159712, total_loss = 0.366736 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808973), count: 5, class_loss = 0.962223, iou_loss = 0.120593, total_loss = 1.082816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n",
            " total_bbox = 151952, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1561/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1561: 0.245375, 0.213225 avg loss, 0.001000 rate, 8.807213 seconds, 99904 images, 3.841367 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848026), count: 3, class_loss = 0.121990, iou_loss = 0.142753, total_loss = 0.264743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843779), count: 2, class_loss = 0.105140, iou_loss = 0.088849, total_loss = 0.193989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000074, iou_loss = 0.000000, total_loss = 0.000074 \n",
            " total_bbox = 151957, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.011806, iou_loss = 0.000000, total_loss = 0.011806 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726623), count: 6, class_loss = 0.272873, iou_loss = 0.630629, total_loss = 0.903503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 151963, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825148), count: 4, class_loss = 0.343376, iou_loss = 0.167092, total_loss = 0.510468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828117), count: 2, class_loss = 0.079190, iou_loss = 0.045761, total_loss = 0.124951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 151969, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858428), count: 3, class_loss = 0.302536, iou_loss = 0.044392, total_loss = 0.346928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696972), count: 4, class_loss = 0.680323, iou_loss = 0.287449, total_loss = 0.967772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.878346), count: 1, class_loss = 0.181612, iou_loss = 0.106917, total_loss = 0.288529 \n",
            " total_bbox = 151977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833587), count: 1, class_loss = 0.009304, iou_loss = 0.014891, total_loss = 0.024195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702039), count: 5, class_loss = 0.743540, iou_loss = 0.417427, total_loss = 1.160967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007162, iou_loss = 0.000000, total_loss = 0.007162 \n",
            " total_bbox = 151983, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830079), count: 4, class_loss = 0.286335, iou_loss = 0.093407, total_loss = 0.379743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738598), count: 2, class_loss = 0.134803, iou_loss = 0.113102, total_loss = 0.247906 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 151989, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804112), count: 5, class_loss = 0.245406, iou_loss = 0.137997, total_loss = 0.383403 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834035), count: 3, class_loss = 0.323859, iou_loss = 0.179115, total_loss = 0.502974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.299904), count: 1, class_loss = 0.250760, iou_loss = 0.403927, total_loss = 0.654687 \n",
            " total_bbox = 151998, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704662), count: 4, class_loss = 0.479121, iou_loss = 0.244841, total_loss = 0.723962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777829), count: 3, class_loss = 0.227411, iou_loss = 0.131275, total_loss = 0.358686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n",
            " total_bbox = 152005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.895493), count: 3, class_loss = 0.207230, iou_loss = 0.038134, total_loss = 0.245364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698657), count: 4, class_loss = 0.280084, iou_loss = 0.282566, total_loss = 0.562651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002559, iou_loss = 0.000000, total_loss = 0.002559 \n",
            " total_bbox = 152012, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883250), count: 1, class_loss = 0.095110, iou_loss = 0.006021, total_loss = 0.101131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776955), count: 6, class_loss = 0.537401, iou_loss = 0.218725, total_loss = 0.756126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000047, iou_loss = 0.000000, total_loss = 0.000047 \n",
            " total_bbox = 152019, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747689), count: 5, class_loss = 0.284933, iou_loss = 0.229421, total_loss = 0.514355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784639), count: 1, class_loss = 0.001877, iou_loss = 0.048721, total_loss = 0.050598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152025, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779171), count: 3, class_loss = 0.210601, iou_loss = 0.081361, total_loss = 0.291961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791605), count: 7, class_loss = 0.227198, iou_loss = 0.342820, total_loss = 0.570018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001616, iou_loss = 0.000000, total_loss = 0.001616 \n",
            " total_bbox = 152035, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706645), count: 4, class_loss = 0.486289, iou_loss = 0.266961, total_loss = 0.753250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 152039, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854700), count: 2, class_loss = 0.032768, iou_loss = 0.034235, total_loss = 0.067002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660867), count: 4, class_loss = 0.553518, iou_loss = 0.390719, total_loss = 0.944238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000072, iou_loss = 0.000000, total_loss = 0.000072 \n",
            " total_bbox = 152045, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782211), count: 2, class_loss = 0.002333, iou_loss = 0.123035, total_loss = 0.125368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.673074), count: 4, class_loss = 0.355159, iou_loss = 0.336354, total_loss = 0.691513 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152051, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775057), count: 2, class_loss = 0.244233, iou_loss = 0.062310, total_loss = 0.306543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755337), count: 4, class_loss = 0.243776, iou_loss = 0.293242, total_loss = 0.537019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.854810), count: 1, class_loss = 0.229222, iou_loss = 0.018457, total_loss = 0.247679 \n",
            " total_bbox = 152058, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1562/4000: loss=0.3 hours left=3.9\u0007\n",
            " 1562: 0.308867, 0.222789 avg loss, 0.001000 rate, 9.069536 seconds, 99968 images, 3.862622 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.929105), count: 1, class_loss = 0.000700, iou_loss = 0.003243, total_loss = 0.003943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852534), count: 3, class_loss = 0.073642, iou_loss = 0.067553, total_loss = 0.141194 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152062, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784062), count: 4, class_loss = 0.188726, iou_loss = 0.147728, total_loss = 0.336454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779562), count: 2, class_loss = 0.015995, iou_loss = 0.088296, total_loss = 0.104291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            " total_bbox = 152068, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879992), count: 3, class_loss = 0.303674, iou_loss = 0.032063, total_loss = 0.335737 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756479), count: 1, class_loss = 0.139043, iou_loss = 0.058971, total_loss = 0.198014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 152072, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820910), count: 2, class_loss = 0.123214, iou_loss = 0.045076, total_loss = 0.168290 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846149), count: 3, class_loss = 0.148799, iou_loss = 0.076888, total_loss = 0.225686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000191, iou_loss = 0.000000, total_loss = 0.000191 \n",
            " total_bbox = 152077, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846910), count: 2, class_loss = 0.156455, iou_loss = 0.044428, total_loss = 0.200883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795579), count: 5, class_loss = 0.078350, iou_loss = 0.124113, total_loss = 0.202463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017248, iou_loss = 0.000000, total_loss = 0.017248 \n",
            " total_bbox = 152084, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658613), count: 3, class_loss = 0.014665, iou_loss = 0.265619, total_loss = 0.280285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.671356), count: 4, class_loss = 0.944567, iou_loss = 0.384982, total_loss = 1.329549 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000186, iou_loss = 0.000000, total_loss = 0.000186 \n",
            " total_bbox = 152091, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839854), count: 3, class_loss = 0.012845, iou_loss = 0.069912, total_loss = 0.082757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848046), count: 1, class_loss = 0.005376, iou_loss = 0.008546, total_loss = 0.013922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 152095, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886217), count: 2, class_loss = 0.032191, iou_loss = 0.030143, total_loss = 0.062334 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821019), count: 3, class_loss = 0.218907, iou_loss = 0.111398, total_loss = 0.330305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152100, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746054), count: 7, class_loss = 0.412430, iou_loss = 0.455733, total_loss = 0.868163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833677), count: 1, class_loss = 0.213766, iou_loss = 0.013537, total_loss = 0.227303 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.392227), count: 1, class_loss = 0.257171, iou_loss = 0.420808, total_loss = 0.677979 \n",
            " total_bbox = 152109, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735473), count: 2, class_loss = 0.094113, iou_loss = 0.080701, total_loss = 0.174815 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783947), count: 1, class_loss = 0.060545, iou_loss = 0.074902, total_loss = 0.135447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000410, iou_loss = 0.000000, total_loss = 0.000410 \n",
            " total_bbox = 152112, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752697), count: 2, class_loss = 0.008485, iou_loss = 0.077554, total_loss = 0.086039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864933), count: 3, class_loss = 0.298181, iou_loss = 0.092980, total_loss = 0.391161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152117, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738378), count: 2, class_loss = 0.029088, iou_loss = 0.077774, total_loss = 0.106862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813447), count: 3, class_loss = 0.219322, iou_loss = 0.083842, total_loss = 0.303164 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000136, iou_loss = 0.000000, total_loss = 0.000136 \n",
            " total_bbox = 152122, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768540), count: 3, class_loss = 0.181404, iou_loss = 0.096665, total_loss = 0.278070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771253), count: 4, class_loss = 0.456118, iou_loss = 0.246414, total_loss = 0.702532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.030716, iou_loss = 0.000000, total_loss = 0.030716 \n",
            " total_bbox = 152129, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754914), count: 8, class_loss = 1.052631, iou_loss = 0.371029, total_loss = 1.423660 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004783, iou_loss = 0.000000, total_loss = 0.004783 \n",
            " total_bbox = 152137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815167), count: 3, class_loss = 0.532772, iou_loss = 0.064688, total_loss = 0.597460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734883), count: 3, class_loss = 0.278398, iou_loss = 0.221058, total_loss = 0.499455 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.602451), count: 1, class_loss = 0.316570, iou_loss = 0.214403, total_loss = 0.530973 \n",
            " total_bbox = 152144, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770617), count: 2, class_loss = 0.049379, iou_loss = 0.085872, total_loss = 0.135251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863881), count: 4, class_loss = 0.504391, iou_loss = 0.092193, total_loss = 0.596584 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000199, iou_loss = 0.000000, total_loss = 0.000199 \n",
            " total_bbox = 152150, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1563/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1563: 0.245937, 0.225104 avg loss, 0.001000 rate, 9.056141 seconds, 100032 images, 3.885418 hours left\n",
            "Loaded: 0.000048 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746032), count: 4, class_loss = 0.264670, iou_loss = 0.203644, total_loss = 0.468313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797682), count: 2, class_loss = 0.232487, iou_loss = 0.061766, total_loss = 0.294253 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152156, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800666), count: 1, class_loss = 0.179222, iou_loss = 0.022450, total_loss = 0.201672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804666), count: 6, class_loss = 0.725980, iou_loss = 0.200833, total_loss = 0.926813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000087, iou_loss = 0.000000, total_loss = 0.000087 \n",
            " total_bbox = 152163, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793035), count: 1, class_loss = 0.002587, iou_loss = 0.030578, total_loss = 0.033165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752014), count: 4, class_loss = 0.395866, iou_loss = 0.215412, total_loss = 0.611278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 152168, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777630), count: 1, class_loss = 0.106558, iou_loss = 0.027143, total_loss = 0.133702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813323), count: 10, class_loss = 0.185315, iou_loss = 0.367708, total_loss = 0.553024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.420977), count: 1, class_loss = 0.274413, iou_loss = 0.310566, total_loss = 0.584980 \n",
            " total_bbox = 152180, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803302), count: 4, class_loss = 0.318024, iou_loss = 0.113864, total_loss = 0.431888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.913940), count: 1, class_loss = 0.008378, iou_loss = 0.009231, total_loss = 0.017609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152185, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605403), count: 1, class_loss = 0.233893, iou_loss = 0.101392, total_loss = 0.335285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848698), count: 4, class_loss = 0.051249, iou_loss = 0.078674, total_loss = 0.129922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000321, iou_loss = 0.000000, total_loss = 0.000321 \n",
            " total_bbox = 152190, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767245), count: 3, class_loss = 0.089924, iou_loss = 0.115860, total_loss = 0.205784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801344), count: 3, class_loss = 0.285845, iou_loss = 0.105510, total_loss = 0.391355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003457, iou_loss = 0.000000, total_loss = 0.003457 \n",
            " total_bbox = 152196, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788190), count: 4, class_loss = 0.167128, iou_loss = 0.152187, total_loss = 0.319315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734836), count: 1, class_loss = 0.375962, iou_loss = 0.028895, total_loss = 0.404858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152201, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836393), count: 3, class_loss = 0.061440, iou_loss = 0.044179, total_loss = 0.105619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746797), count: 9, class_loss = 0.249175, iou_loss = 1.138476, total_loss = 1.387651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000233, iou_loss = 0.000000, total_loss = 0.000233 \n",
            " total_bbox = 152213, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911927), count: 1, class_loss = 0.000755, iou_loss = 0.002918, total_loss = 0.003673 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713423), count: 4, class_loss = 0.198595, iou_loss = 0.292746, total_loss = 0.491342 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n",
            " total_bbox = 152218, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798567), count: 6, class_loss = 0.077473, iou_loss = 0.220031, total_loss = 0.297503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152224, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788660), count: 2, class_loss = 0.426076, iou_loss = 0.080406, total_loss = 0.506482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833752), count: 3, class_loss = 0.004359, iou_loss = 0.103749, total_loss = 0.108107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 152229, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804565), count: 4, class_loss = 0.147132, iou_loss = 0.111324, total_loss = 0.258456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798426), count: 3, class_loss = 0.067709, iou_loss = 0.174441, total_loss = 0.242150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152236, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827561), count: 2, class_loss = 0.006980, iou_loss = 0.036475, total_loss = 0.043455 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827774), count: 2, class_loss = 0.002983, iou_loss = 0.077364, total_loss = 0.080348 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152239, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772845), count: 4, class_loss = 0.286983, iou_loss = 0.146558, total_loss = 0.433542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844949), count: 4, class_loss = 0.216764, iou_loss = 0.108032, total_loss = 0.324796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813581), count: 1, class_loss = 0.081486, iou_loss = 0.089532, total_loss = 0.171018 \n",
            " total_bbox = 152247, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570413), count: 1, class_loss = 0.421963, iou_loss = 0.102593, total_loss = 0.524556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783560), count: 7, class_loss = 0.682873, iou_loss = 0.378667, total_loss = 1.061541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152255, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1564/4000: loss=0.3 hours left=3.9\u0007\n",
            " 1564: 0.251825, 0.227776 avg loss, 0.001000 rate, 9.099264 seconds, 100096 images, 3.907869 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797543), count: 4, class_loss = 0.105364, iou_loss = 0.134833, total_loss = 0.240197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871546), count: 2, class_loss = 0.171063, iou_loss = 0.045885, total_loss = 0.216948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 152261, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.530886), count: 1, class_loss = 0.181172, iou_loss = 0.130166, total_loss = 0.311337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819586), count: 4, class_loss = 0.107879, iou_loss = 0.122729, total_loss = 0.230607 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152266, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806727), count: 3, class_loss = 0.189507, iou_loss = 0.132673, total_loss = 0.322180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856021), count: 6, class_loss = 0.234827, iou_loss = 0.161507, total_loss = 0.396333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152275, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761007), count: 2, class_loss = 0.005157, iou_loss = 0.077817, total_loss = 0.082975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.897110), count: 2, class_loss = 0.000067, iou_loss = 0.047924, total_loss = 0.047990 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 152279, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719675), count: 3, class_loss = 0.058390, iou_loss = 0.209468, total_loss = 0.267858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853400), count: 1, class_loss = 0.000953, iou_loss = 0.019364, total_loss = 0.020317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152283, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673388), count: 2, class_loss = 0.430995, iou_loss = 0.194866, total_loss = 0.625861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770342), count: 2, class_loss = 0.004447, iou_loss = 0.089513, total_loss = 0.093960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152287, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883751), count: 2, class_loss = 0.062021, iou_loss = 0.022441, total_loss = 0.084462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780850), count: 7, class_loss = 0.295113, iou_loss = 0.473448, total_loss = 0.768560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 152296, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739624), count: 1, class_loss = 0.105120, iou_loss = 0.041915, total_loss = 0.147036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.585158), count: 3, class_loss = 0.380886, iou_loss = 0.561247, total_loss = 0.942133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000046, iou_loss = 0.000000, total_loss = 0.000046 \n",
            " total_bbox = 152300, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781896), count: 3, class_loss = 0.210301, iou_loss = 0.123949, total_loss = 0.334250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767566), count: 3, class_loss = 0.071678, iou_loss = 0.156599, total_loss = 0.228277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152306, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739611), count: 2, class_loss = 0.011489, iou_loss = 0.117061, total_loss = 0.128550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784855), count: 4, class_loss = 0.141517, iou_loss = 0.175018, total_loss = 0.316535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152312, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734578), count: 2, class_loss = 0.207288, iou_loss = 0.104544, total_loss = 0.311831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775408), count: 4, class_loss = 0.014704, iou_loss = 0.169008, total_loss = 0.183712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152317, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783893), count: 2, class_loss = 0.228903, iou_loss = 0.047825, total_loss = 0.276728 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793406), count: 2, class_loss = 0.089648, iou_loss = 0.189362, total_loss = 0.279010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152321, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754574), count: 3, class_loss = 0.010785, iou_loss = 0.130996, total_loss = 0.141781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857622), count: 6, class_loss = 1.054119, iou_loss = 0.138363, total_loss = 1.192482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.623689), count: 1, class_loss = 0.127628, iou_loss = 0.065861, total_loss = 0.193490 \n",
            " total_bbox = 152331, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812218), count: 3, class_loss = 0.144914, iou_loss = 0.059982, total_loss = 0.204896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831247), count: 3, class_loss = 0.097849, iou_loss = 0.056844, total_loss = 0.154693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152337, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771703), count: 2, class_loss = 0.006945, iou_loss = 0.096435, total_loss = 0.103380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797811), count: 5, class_loss = 0.166272, iou_loss = 0.193966, total_loss = 0.360237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.692856), count: 6, class_loss = 0.646100, iou_loss = 0.576025, total_loss = 1.222124 \n",
            " total_bbox = 152350, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772689), count: 4, class_loss = 0.558753, iou_loss = 0.142263, total_loss = 0.701016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790919), count: 1, class_loss = 0.348735, iou_loss = 0.022261, total_loss = 0.370995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.729385), count: 1, class_loss = 0.077512, iou_loss = 0.057065, total_loss = 0.134577 \n",
            " total_bbox = 152356, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1565/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1565: 0.242446, 0.229243 avg loss, 0.001000 rate, 9.109783 seconds, 100160 images, 3.930363 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713816), count: 3, class_loss = 0.076129, iou_loss = 0.254621, total_loss = 0.330750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739972), count: 2, class_loss = 0.101043, iou_loss = 0.185406, total_loss = 0.286450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            " total_bbox = 152361, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735100), count: 2, class_loss = 0.208651, iou_loss = 0.182781, total_loss = 0.391431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815696), count: 5, class_loss = 0.032423, iou_loss = 0.145438, total_loss = 0.177861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.665697), count: 1, class_loss = 0.151888, iou_loss = 0.082362, total_loss = 0.234249 \n",
            " total_bbox = 152369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690165), count: 2, class_loss = 0.199498, iou_loss = 0.173244, total_loss = 0.372742 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710869), count: 8, class_loss = 0.714055, iou_loss = 0.601679, total_loss = 1.315735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 152379, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815765), count: 5, class_loss = 0.442332, iou_loss = 0.137716, total_loss = 0.580049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.697412), count: 1, class_loss = 0.203078, iou_loss = 0.068127, total_loss = 0.271205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152385, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622240), count: 1, class_loss = 0.231684, iou_loss = 0.092818, total_loss = 0.324502 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776029), count: 4, class_loss = 0.039118, iou_loss = 0.206212, total_loss = 0.245329 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152390, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674620), count: 4, class_loss = 0.137335, iou_loss = 0.254924, total_loss = 0.392259 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.551967), count: 1, class_loss = 0.326745, iou_loss = 0.254350, total_loss = 0.581095 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.672000), count: 1, class_loss = 0.242720, iou_loss = 0.072602, total_loss = 0.315322 \n",
            " total_bbox = 152396, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791629), count: 3, class_loss = 0.332900, iou_loss = 0.239768, total_loss = 0.572668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786713), count: 3, class_loss = 0.156678, iou_loss = 0.133683, total_loss = 0.290360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 152402, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767391), count: 4, class_loss = 0.258598, iou_loss = 0.232428, total_loss = 0.491025 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774048), count: 1, class_loss = 0.041894, iou_loss = 0.043876, total_loss = 0.085770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 152407, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816905), count: 5, class_loss = 0.171786, iou_loss = 0.152614, total_loss = 0.324401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831976), count: 5, class_loss = 0.616563, iou_loss = 0.117515, total_loss = 0.734078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152417, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730377), count: 2, class_loss = 0.012949, iou_loss = 0.103857, total_loss = 0.116805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764787), count: 4, class_loss = 0.243287, iou_loss = 0.172340, total_loss = 0.415628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 152423, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737469), count: 1, class_loss = 0.005450, iou_loss = 0.041150, total_loss = 0.046600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767952), count: 7, class_loss = 0.385631, iou_loss = 0.329149, total_loss = 0.714780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152431, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817932), count: 4, class_loss = 0.107985, iou_loss = 0.161511, total_loss = 0.269496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682733), count: 2, class_loss = 0.385401, iou_loss = 0.259982, total_loss = 0.645384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152437, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680240), count: 2, class_loss = 0.063528, iou_loss = 0.176765, total_loss = 0.240293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810059), count: 6, class_loss = 0.957478, iou_loss = 0.316057, total_loss = 1.273535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001230, iou_loss = 0.000000, total_loss = 0.001230 \n",
            " total_bbox = 152445, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764509), count: 1, class_loss = 0.002150, iou_loss = 0.026295, total_loss = 0.028444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789811), count: 6, class_loss = 0.536868, iou_loss = 0.282063, total_loss = 0.818930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152452, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803240), count: 5, class_loss = 0.292362, iou_loss = 0.179353, total_loss = 0.471715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.244871, iou_loss = 0.000000, total_loss = 0.244871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152456, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.935846), count: 1, class_loss = 0.070127, iou_loss = 0.004617, total_loss = 0.074744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832551), count: 4, class_loss = 0.517033, iou_loss = 0.177631, total_loss = 0.694664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000088, iou_loss = 0.000000, total_loss = 0.000088 \n",
            " total_bbox = 152461, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1566/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1566: 0.299470, 0.236266 avg loss, 0.001000 rate, 9.094468 seconds, 100224 images, 3.952677 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801660), count: 2, class_loss = 0.000322, iou_loss = 0.049652, total_loss = 0.049974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842391), count: 2, class_loss = 0.044739, iou_loss = 0.133713, total_loss = 0.178453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152465, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827305), count: 3, class_loss = 0.121738, iou_loss = 0.051493, total_loss = 0.173232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743767), count: 3, class_loss = 0.135624, iou_loss = 0.125381, total_loss = 0.261006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152471, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795591), count: 4, class_loss = 0.370068, iou_loss = 0.144984, total_loss = 0.515052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846873), count: 2, class_loss = 0.085416, iou_loss = 0.027248, total_loss = 0.112664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152477, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769607), count: 5, class_loss = 0.075268, iou_loss = 0.246258, total_loss = 0.321526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 152482, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743214), count: 5, class_loss = 0.099471, iou_loss = 0.258722, total_loss = 0.358193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.582345), count: 2, class_loss = 0.494231, iou_loss = 0.296131, total_loss = 0.790362 \n",
            " total_bbox = 152489, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672733), count: 2, class_loss = 0.480476, iou_loss = 0.132046, total_loss = 0.612522 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791853), count: 3, class_loss = 0.012839, iou_loss = 0.153018, total_loss = 0.165857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000078, iou_loss = 0.000000, total_loss = 0.000078 \n",
            " total_bbox = 152494, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749132), count: 1, class_loss = 0.000842, iou_loss = 0.070571, total_loss = 0.071413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729785), count: 4, class_loss = 0.056056, iou_loss = 0.283512, total_loss = 0.339568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000418, iou_loss = 0.000000, total_loss = 0.000418 \n",
            " total_bbox = 152499, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841915), count: 2, class_loss = 0.358532, iou_loss = 0.032410, total_loss = 0.390942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708970), count: 2, class_loss = 0.071369, iou_loss = 0.167550, total_loss = 0.238919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 152503, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807090), count: 2, class_loss = 0.472415, iou_loss = 0.177171, total_loss = 0.649587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713229), count: 5, class_loss = 0.291398, iou_loss = 0.380541, total_loss = 0.671939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 152510, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.885071), count: 4, class_loss = 0.013294, iou_loss = 0.044611, total_loss = 0.057905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779034), count: 2, class_loss = 0.263564, iou_loss = 0.064043, total_loss = 0.327607 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 152516, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826398), count: 1, class_loss = 0.000272, iou_loss = 0.029273, total_loss = 0.029546 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799911), count: 3, class_loss = 0.012802, iou_loss = 0.150867, total_loss = 0.163669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152520, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739169), count: 4, class_loss = 0.223359, iou_loss = 0.179205, total_loss = 0.402564 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152524, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789526), count: 3, class_loss = 0.177377, iou_loss = 0.084130, total_loss = 0.261506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728728), count: 4, class_loss = 0.041431, iou_loss = 0.215039, total_loss = 0.256470 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000758, iou_loss = 0.000000, total_loss = 0.000758 \n",
            " total_bbox = 152531, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788044), count: 3, class_loss = 0.103512, iou_loss = 0.124456, total_loss = 0.227968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.893485), count: 1, class_loss = 0.238376, iou_loss = 0.007091, total_loss = 0.245467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152535, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722946), count: 3, class_loss = 0.019119, iou_loss = 0.174116, total_loss = 0.193234 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830786), count: 4, class_loss = 0.502079, iou_loss = 0.138654, total_loss = 0.640734 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            " total_bbox = 152542, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824112), count: 4, class_loss = 0.427104, iou_loss = 0.073386, total_loss = 0.500490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.902667), count: 1, class_loss = 0.003069, iou_loss = 0.029736, total_loss = 0.032805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152547, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1567/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1567: 0.192553, 0.231895 avg loss, 0.001000 rate, 9.058748 seconds, 100288 images, 3.974640 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762296), count: 3, class_loss = 0.172189, iou_loss = 0.143541, total_loss = 0.315730 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790093), count: 4, class_loss = 0.065941, iou_loss = 0.252381, total_loss = 0.318322 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.616036), count: 1, class_loss = 0.224725, iou_loss = 0.212585, total_loss = 0.437310 \n",
            " total_bbox = 152555, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.515010), count: 1, class_loss = 0.026813, iou_loss = 0.200242, total_loss = 0.227055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795264), count: 3, class_loss = 0.197400, iou_loss = 0.092449, total_loss = 0.289849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000607, iou_loss = 0.000000, total_loss = 0.000607 \n",
            " total_bbox = 152559, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649976), count: 1, class_loss = 0.001148, iou_loss = 0.079965, total_loss = 0.081113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751575), count: 9, class_loss = 1.157758, iou_loss = 0.570497, total_loss = 1.728255 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.500994), count: 2, class_loss = 0.493389, iou_loss = 0.541669, total_loss = 1.035058 \n",
            " total_bbox = 152571, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755541), count: 2, class_loss = 0.110139, iou_loss = 0.059192, total_loss = 0.169331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832207), count: 2, class_loss = 0.212328, iou_loss = 0.097297, total_loss = 0.309626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n",
            " total_bbox = 152575, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873239), count: 4, class_loss = 0.026088, iou_loss = 0.074310, total_loss = 0.100398 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770380), count: 1, class_loss = 0.000096, iou_loss = 0.028589, total_loss = 0.028685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 152580, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843681), count: 3, class_loss = 0.004301, iou_loss = 0.080079, total_loss = 0.084380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760571), count: 3, class_loss = 0.148583, iou_loss = 0.123928, total_loss = 0.272511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152586, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810729), count: 2, class_loss = 0.224038, iou_loss = 0.032876, total_loss = 0.256914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755937), count: 6, class_loss = 0.391532, iou_loss = 0.437920, total_loss = 0.829452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.426163), count: 1, class_loss = 0.258534, iou_loss = 0.300705, total_loss = 0.559239 \n",
            " total_bbox = 152595, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708458), count: 3, class_loss = 0.207395, iou_loss = 0.235283, total_loss = 0.442678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780232), count: 3, class_loss = 0.134789, iou_loss = 0.113814, total_loss = 0.248604 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152601, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830320), count: 3, class_loss = 0.072405, iou_loss = 0.140263, total_loss = 0.212668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777462), count: 1, class_loss = 0.001375, iou_loss = 0.028917, total_loss = 0.030292 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152605, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755288), count: 3, class_loss = 0.004188, iou_loss = 0.139735, total_loss = 0.143924 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780410), count: 2, class_loss = 0.041089, iou_loss = 0.114539, total_loss = 0.155628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152610, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857541), count: 3, class_loss = 0.701984, iou_loss = 0.037289, total_loss = 0.739273 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742303), count: 2, class_loss = 0.025802, iou_loss = 0.128797, total_loss = 0.154599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152615, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850653), count: 1, class_loss = 0.014747, iou_loss = 0.012718, total_loss = 0.027465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782219), count: 4, class_loss = 0.065711, iou_loss = 0.195015, total_loss = 0.260726 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152620, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.568575), count: 2, class_loss = 0.134314, iou_loss = 0.490955, total_loss = 0.625269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763622), count: 6, class_loss = 0.957660, iou_loss = 0.236789, total_loss = 1.194450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152628, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787294), count: 6, class_loss = 0.149731, iou_loss = 0.191135, total_loss = 0.340866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757270), count: 1, class_loss = 0.368866, iou_loss = 0.047708, total_loss = 0.416574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.533395), count: 2, class_loss = 0.590875, iou_loss = 0.342180, total_loss = 0.933055 \n",
            " total_bbox = 152637, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688937), count: 3, class_loss = 0.246345, iou_loss = 0.205542, total_loss = 0.451888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867698), count: 1, class_loss = 0.161726, iou_loss = 0.010575, total_loss = 0.172302 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152641, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808628), count: 4, class_loss = 0.348361, iou_loss = 0.077148, total_loss = 0.425510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864526), count: 2, class_loss = 0.302081, iou_loss = 0.034894, total_loss = 0.336975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152647, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1568/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1568: 0.299096, 0.238615 avg loss, 0.001000 rate, 9.094624 seconds, 100352 images, 3.996116 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.040131, iou_loss = 0.000000, total_loss = 0.040131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798261), count: 5, class_loss = 0.640770, iou_loss = 0.215665, total_loss = 0.856435 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 152652, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835663), count: 2, class_loss = 0.021975, iou_loss = 0.034729, total_loss = 0.056704 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808175), count: 7, class_loss = 0.014856, iou_loss = 0.253669, total_loss = 0.268525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019291, iou_loss = 0.000000, total_loss = 0.019291 \n",
            " total_bbox = 152661, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811046), count: 2, class_loss = 0.019542, iou_loss = 0.049261, total_loss = 0.068803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680808), count: 3, class_loss = 0.312652, iou_loss = 0.409099, total_loss = 0.721752 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000829, iou_loss = 0.000000, total_loss = 0.000829 \n",
            " total_bbox = 152666, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793699), count: 3, class_loss = 0.270661, iou_loss = 0.121765, total_loss = 0.392426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827665), count: 2, class_loss = 0.137600, iou_loss = 0.081591, total_loss = 0.219190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152671, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702997), count: 2, class_loss = 0.237676, iou_loss = 0.115480, total_loss = 0.353157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826996), count: 3, class_loss = 0.058313, iou_loss = 0.092519, total_loss = 0.150833 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 152676, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763765), count: 2, class_loss = 0.000106, iou_loss = 0.055538, total_loss = 0.055644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767144), count: 8, class_loss = 0.794962, iou_loss = 0.435666, total_loss = 1.230627 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436472), count: 2, class_loss = 0.460221, iou_loss = 0.891311, total_loss = 1.351532 \n",
            " total_bbox = 152688, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805691), count: 2, class_loss = 0.128233, iou_loss = 0.039323, total_loss = 0.167556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668697), count: 2, class_loss = 0.297306, iou_loss = 0.154977, total_loss = 0.452283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152692, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816541), count: 9, class_loss = 0.798937, iou_loss = 0.383396, total_loss = 1.182333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.649848), count: 1, class_loss = 0.085334, iou_loss = 0.166987, total_loss = 0.252321 \n",
            " total_bbox = 152702, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629242), count: 1, class_loss = 0.077658, iou_loss = 0.065765, total_loss = 0.143422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782015), count: 4, class_loss = 0.222595, iou_loss = 0.250974, total_loss = 0.473569 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000095, iou_loss = 0.000000, total_loss = 0.000095 \n",
            " total_bbox = 152707, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729450), count: 6, class_loss = 0.273519, iou_loss = 0.317656, total_loss = 0.591175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876392), count: 1, class_loss = 0.218814, iou_loss = 0.019681, total_loss = 0.238495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152714, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798979), count: 1, class_loss = 0.000406, iou_loss = 0.021037, total_loss = 0.021444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734368), count: 8, class_loss = 0.372252, iou_loss = 0.883707, total_loss = 1.255959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000556, iou_loss = 0.000000, total_loss = 0.000556 \n",
            " total_bbox = 152723, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784759), count: 2, class_loss = 0.051543, iou_loss = 0.168014, total_loss = 0.219558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.695236), count: 3, class_loss = 0.037923, iou_loss = 0.281428, total_loss = 0.319350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.875104), count: 1, class_loss = 0.109866, iou_loss = 0.014990, total_loss = 0.124856 \n",
            " total_bbox = 152729, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778827), count: 1, class_loss = 0.004015, iou_loss = 0.032097, total_loss = 0.036112 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798790), count: 4, class_loss = 0.120210, iou_loss = 0.143288, total_loss = 0.263498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000132, iou_loss = 0.000000, total_loss = 0.000132 \n",
            " total_bbox = 152734, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730516), count: 4, class_loss = 0.871324, iou_loss = 0.238026, total_loss = 1.109350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833325), count: 3, class_loss = 0.001575, iou_loss = 0.079989, total_loss = 0.081564 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152741, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782375), count: 3, class_loss = 0.008889, iou_loss = 0.101374, total_loss = 0.110262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750582), count: 1, class_loss = 0.013115, iou_loss = 0.048267, total_loss = 0.061382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152745, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842775), count: 2, class_loss = 0.016205, iou_loss = 0.122347, total_loss = 0.138552 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841310), count: 7, class_loss = 0.067436, iou_loss = 0.218540, total_loss = 0.285977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.480062), count: 1, class_loss = 0.313240, iou_loss = 0.319146, total_loss = 0.632386 \n",
            " total_bbox = 152755, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1569/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1569: 0.290585, 0.243812 avg loss, 0.001000 rate, 9.067542 seconds, 100416 images, 4.017595 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764921), count: 4, class_loss = 0.054969, iou_loss = 0.216548, total_loss = 0.271518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.664253), count: 1, class_loss = 0.014427, iou_loss = 0.048721, total_loss = 0.063148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 152760, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713567), count: 2, class_loss = 0.135758, iou_loss = 0.178421, total_loss = 0.314179 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840043), count: 5, class_loss = 0.811207, iou_loss = 0.155360, total_loss = 0.966567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006668, iou_loss = 0.000000, total_loss = 0.006668 \n",
            " total_bbox = 152767, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703034), count: 5, class_loss = 0.315262, iou_loss = 0.331514, total_loss = 0.646776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.079547, iou_loss = 0.000000, total_loss = 0.079547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 152772, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770920), count: 3, class_loss = 0.481537, iou_loss = 0.186350, total_loss = 0.667888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791534), count: 1, class_loss = 0.121345, iou_loss = 0.061213, total_loss = 0.182558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000213, iou_loss = 0.000000, total_loss = 0.000213 \n",
            " total_bbox = 152776, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815162), count: 2, class_loss = 0.025847, iou_loss = 0.039131, total_loss = 0.064977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774153), count: 4, class_loss = 0.078402, iou_loss = 0.141125, total_loss = 0.219527 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000808, iou_loss = 0.000000, total_loss = 0.000808 \n",
            " total_bbox = 152782, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737513), count: 2, class_loss = 0.278028, iou_loss = 0.100592, total_loss = 0.378621 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783557), count: 5, class_loss = 0.357951, iou_loss = 0.264446, total_loss = 0.622397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152789, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747867), count: 3, class_loss = 0.153639, iou_loss = 0.120129, total_loss = 0.273768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767715), count: 4, class_loss = 0.251568, iou_loss = 0.231083, total_loss = 0.482652 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000593, iou_loss = 0.000000, total_loss = 0.000593 \n",
            " total_bbox = 152796, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823335), count: 3, class_loss = 0.005568, iou_loss = 0.070047, total_loss = 0.075616 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663141), count: 3, class_loss = 0.383070, iou_loss = 0.239586, total_loss = 0.622656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.045409, iou_loss = 0.000000, total_loss = 0.045409 \n",
            " total_bbox = 152802, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714431), count: 2, class_loss = 0.000057, iou_loss = 0.137298, total_loss = 0.137355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720633), count: 4, class_loss = 0.635104, iou_loss = 0.288108, total_loss = 0.923212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152808, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754314), count: 3, class_loss = 0.003335, iou_loss = 0.150779, total_loss = 0.154114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757668), count: 3, class_loss = 0.350696, iou_loss = 0.177951, total_loss = 0.528647 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152814, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698143), count: 2, class_loss = 0.037471, iou_loss = 0.090320, total_loss = 0.127791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803115), count: 6, class_loss = 0.306216, iou_loss = 0.199748, total_loss = 0.505964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 152822, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694348), count: 3, class_loss = 0.240088, iou_loss = 0.225359, total_loss = 0.465446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713360), count: 1, class_loss = 0.081721, iou_loss = 0.050536, total_loss = 0.132257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152826, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849033), count: 1, class_loss = 0.004093, iou_loss = 0.017988, total_loss = 0.022080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718204), count: 2, class_loss = 0.146536, iou_loss = 0.124292, total_loss = 0.270828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000050, iou_loss = 0.000000, total_loss = 0.000050 \n",
            " total_bbox = 152829, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634573), count: 2, class_loss = 0.113471, iou_loss = 0.166189, total_loss = 0.279661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753994), count: 3, class_loss = 0.413733, iou_loss = 0.172743, total_loss = 0.586476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 152834, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.659749), count: 3, class_loss = 0.323877, iou_loss = 0.300809, total_loss = 0.624686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.619806), count: 2, class_loss = 0.284888, iou_loss = 0.224495, total_loss = 0.509383 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851602), count: 3, class_loss = 0.117193, iou_loss = 0.106843, total_loss = 0.224036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832006), count: 1, class_loss = 0.014599, iou_loss = 0.048415, total_loss = 0.063014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152842, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1570/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1570: 0.240441, 0.243475 avg loss, 0.001000 rate, 9.068577 seconds, 100480 images, 4.038650 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 448 x 448 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000040 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710047), count: 1, class_loss = 0.010012, iou_loss = 0.051068, total_loss = 0.061080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.675275), count: 2, class_loss = 0.075109, iou_loss = 0.132545, total_loss = 0.207654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.430385), count: 4, class_loss = 1.100845, iou_loss = 2.960434, total_loss = 4.061279 \n",
            " total_bbox = 152849, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857019), count: 3, class_loss = 0.242708, iou_loss = 0.046569, total_loss = 0.289278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733895), count: 1, class_loss = 0.016597, iou_loss = 0.035481, total_loss = 0.052079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152853, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.859503), count: 1, class_loss = 0.008635, iou_loss = 0.015623, total_loss = 0.024258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730167), count: 6, class_loss = 0.168551, iou_loss = 0.301680, total_loss = 0.470231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.639217), count: 2, class_loss = 0.289010, iou_loss = 0.274798, total_loss = 0.563808 \n",
            " total_bbox = 152862, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781762), count: 2, class_loss = 0.028410, iou_loss = 0.064653, total_loss = 0.093063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761533), count: 3, class_loss = 0.087679, iou_loss = 0.146554, total_loss = 0.234233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000548, iou_loss = 0.000000, total_loss = 0.000548 \n",
            " total_bbox = 152867, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849968), count: 5, class_loss = 0.168326, iou_loss = 0.140902, total_loss = 0.309227 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152872, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817941), count: 1, class_loss = 0.039225, iou_loss = 0.022625, total_loss = 0.061850 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836405), count: 3, class_loss = 0.149124, iou_loss = 0.074363, total_loss = 0.223487 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.727545), count: 1, class_loss = 0.270156, iou_loss = 0.052639, total_loss = 0.322795 \n",
            " total_bbox = 152877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830615), count: 1, class_loss = 0.008343, iou_loss = 0.031019, total_loss = 0.039362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864572), count: 5, class_loss = 0.241043, iou_loss = 0.072112, total_loss = 0.313155 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.796088), count: 1, class_loss = 0.137853, iou_loss = 0.051796, total_loss = 0.189649 \n",
            " total_bbox = 152884, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877433), count: 1, class_loss = 0.002769, iou_loss = 0.006943, total_loss = 0.009712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822358), count: 4, class_loss = 0.253317, iou_loss = 0.087438, total_loss = 0.340755 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 152889, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706848), count: 1, class_loss = 0.009612, iou_loss = 0.041177, total_loss = 0.050790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865809), count: 3, class_loss = 0.247113, iou_loss = 0.037598, total_loss = 0.284711 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152893, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000130, iou_loss = 0.000000, total_loss = 0.000130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807703), count: 5, class_loss = 0.044990, iou_loss = 0.138321, total_loss = 0.183311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 152898, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729996), count: 3, class_loss = 0.249394, iou_loss = 0.203720, total_loss = 0.453113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862862), count: 3, class_loss = 0.208764, iou_loss = 0.090955, total_loss = 0.299719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 152904, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.016809, iou_loss = 0.000000, total_loss = 0.016809 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827072), count: 5, class_loss = 0.149635, iou_loss = 0.116576, total_loss = 0.266211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n",
            " total_bbox = 152909, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.004641, iou_loss = 0.000000, total_loss = 0.004641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784572), count: 6, class_loss = 0.223184, iou_loss = 0.211135, total_loss = 0.434319 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152915, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792193), count: 2, class_loss = 0.499682, iou_loss = 0.086697, total_loss = 0.586379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706441), count: 2, class_loss = 0.040970, iou_loss = 0.171573, total_loss = 0.212543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778067), count: 2, class_loss = 0.005195, iou_loss = 0.097122, total_loss = 0.102317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817195), count: 2, class_loss = 0.041723, iou_loss = 0.065027, total_loss = 0.106750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 152923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.930088), count: 1, class_loss = 0.003528, iou_loss = 0.007725, total_loss = 0.011253 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787856), count: 5, class_loss = 0.224944, iou_loss = 0.130561, total_loss = 0.355505 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.034779, iou_loss = 0.000000, total_loss = 0.034779 \n",
            " total_bbox = 152929, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1571/4000: loss=0.2 hours left=4.1\u0007\n",
            " 1571: 0.234809, 0.242608 avg loss, 0.001000 rate, 5.162528 seconds, 100544 images, 4.059477 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.604893), count: 1, class_loss = 0.165764, iou_loss = 0.110523, total_loss = 0.276287 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814430), count: 5, class_loss = 0.201791, iou_loss = 0.174268, total_loss = 0.376059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.405620), count: 1, class_loss = 0.142859, iou_loss = 0.420412, total_loss = 0.563271 \n",
            " total_bbox = 152936, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763328), count: 2, class_loss = 0.092060, iou_loss = 0.086211, total_loss = 0.178272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789676), count: 3, class_loss = 0.155515, iou_loss = 0.184059, total_loss = 0.339574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.714850), count: 1, class_loss = 0.179069, iou_loss = 0.096525, total_loss = 0.275594 \n",
            " total_bbox = 152942, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760913), count: 1, class_loss = 0.000048, iou_loss = 0.032754, total_loss = 0.032802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773601), count: 5, class_loss = 0.246001, iou_loss = 0.300253, total_loss = 0.546254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.220729), count: 1, class_loss = 0.252250, iou_loss = 0.233325, total_loss = 0.485575 \n",
            " total_bbox = 152949, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847889), count: 4, class_loss = 0.012890, iou_loss = 0.102578, total_loss = 0.115468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.743417), count: 1, class_loss = 0.220177, iou_loss = 0.039300, total_loss = 0.259477 \n",
            " total_bbox = 152954, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802848), count: 6, class_loss = 0.171843, iou_loss = 0.230241, total_loss = 0.402084 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.560392), count: 1, class_loss = 0.239942, iou_loss = 0.156086, total_loss = 0.396028 \n",
            " total_bbox = 152961, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000557, iou_loss = 0.000000, total_loss = 0.000557 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857303), count: 5, class_loss = 0.256396, iou_loss = 0.105795, total_loss = 0.362191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 152966, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.027411, iou_loss = 0.000000, total_loss = 0.027411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807571), count: 5, class_loss = 0.189373, iou_loss = 0.207646, total_loss = 0.397019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.835313), count: 1, class_loss = 0.170759, iou_loss = 0.087433, total_loss = 0.258193 \n",
            " total_bbox = 152972, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826543), count: 1, class_loss = 0.064435, iou_loss = 0.026526, total_loss = 0.090961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793669), count: 4, class_loss = 0.037336, iou_loss = 0.109001, total_loss = 0.146336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.042714, iou_loss = 0.000000, total_loss = 0.042714 \n",
            " total_bbox = 152977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689426), count: 3, class_loss = 0.391467, iou_loss = 0.243866, total_loss = 0.635333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715272), count: 1, class_loss = 0.033555, iou_loss = 0.038819, total_loss = 0.072374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 152981, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821995), count: 2, class_loss = 0.025359, iou_loss = 0.046016, total_loss = 0.071375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775918), count: 3, class_loss = 0.212528, iou_loss = 0.101714, total_loss = 0.314242 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n",
            " total_bbox = 152986, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806202), count: 2, class_loss = 0.000882, iou_loss = 0.038377, total_loss = 0.039260 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755697), count: 3, class_loss = 0.222220, iou_loss = 0.200239, total_loss = 0.422459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.489559), count: 1, class_loss = 0.237043, iou_loss = 0.210840, total_loss = 0.447883 \n",
            " total_bbox = 152992, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834061), count: 1, class_loss = 0.002449, iou_loss = 0.018481, total_loss = 0.020930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764155), count: 6, class_loss = 0.057841, iou_loss = 0.345736, total_loss = 0.403577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019052, iou_loss = 0.000000, total_loss = 0.019052 \n",
            " total_bbox = 152999, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708074), count: 1, class_loss = 0.069792, iou_loss = 0.051931, total_loss = 0.121723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786496), count: 6, class_loss = 0.108983, iou_loss = 0.216919, total_loss = 0.325902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 153006, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799158), count: 2, class_loss = 0.094709, iou_loss = 0.053587, total_loss = 0.148296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686546), count: 3, class_loss = 0.472241, iou_loss = 0.207681, total_loss = 0.679922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 153011, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.409020, iou_loss = 0.000000, total_loss = 0.409020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.843708), count: 4, class_loss = 0.427333, iou_loss = 0.078390, total_loss = 0.505723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.366531), count: 1, class_loss = 0.250346, iou_loss = 0.076635, total_loss = 0.326981 \n",
            " total_bbox = 153016, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800362), count: 1, class_loss = 0.004955, iou_loss = 0.032940, total_loss = 0.037895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770518), count: 6, class_loss = 0.446770, iou_loss = 0.265053, total_loss = 0.711823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.161485, iou_loss = 0.000000, total_loss = 0.161485 \n",
            " total_bbox = 153023, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1572/4000: loss=0.2 hours left=4.1\u0007\n",
            " 1572: 0.238489, 0.242196 avg loss, 0.001000 rate, 5.312055 seconds, 100608 images, 4.053716 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733289), count: 2, class_loss = 0.006787, iou_loss = 0.094750, total_loss = 0.101538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838431), count: 6, class_loss = 0.095646, iou_loss = 0.142418, total_loss = 0.238063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 153031, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003592, iou_loss = 0.000000, total_loss = 0.003592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836405), count: 5, class_loss = 0.096453, iou_loss = 0.294970, total_loss = 0.391423 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000046, iou_loss = 0.000000, total_loss = 0.000046 \n",
            " total_bbox = 153036, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694523), count: 2, class_loss = 0.068155, iou_loss = 0.136578, total_loss = 0.204733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827117), count: 5, class_loss = 0.154077, iou_loss = 0.238215, total_loss = 0.392292 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.671631), count: 1, class_loss = 0.178384, iou_loss = 0.053378, total_loss = 0.231762 \n",
            " total_bbox = 153044, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638686), count: 1, class_loss = 0.158162, iou_loss = 0.071634, total_loss = 0.229796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856447), count: 6, class_loss = 0.378859, iou_loss = 0.124286, total_loss = 0.503145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153051, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.687440), count: 1, class_loss = 0.392234, iou_loss = 0.066033, total_loss = 0.458267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785223), count: 7, class_loss = 0.372366, iou_loss = 0.389734, total_loss = 0.762101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.195132), count: 1, class_loss = 0.367201, iou_loss = 0.234824, total_loss = 0.602026 \n",
            " total_bbox = 153060, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000056, iou_loss = 0.000000, total_loss = 0.000056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745569), count: 10, class_loss = 0.230026, iou_loss = 0.511718, total_loss = 0.741744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.567372), count: 1, class_loss = 0.198506, iou_loss = 0.273725, total_loss = 0.472231 \n",
            " total_bbox = 153071, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794775), count: 4, class_loss = 0.216806, iou_loss = 0.109899, total_loss = 0.326706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000610, iou_loss = 0.000000, total_loss = 0.000610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153075, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861166), count: 7, class_loss = 0.415032, iou_loss = 0.106293, total_loss = 0.521325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.681758), count: 3, class_loss = 0.516387, iou_loss = 0.410153, total_loss = 0.926540 \n",
            " total_bbox = 153085, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000784, iou_loss = 0.000000, total_loss = 0.000784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775736), count: 4, class_loss = 0.165737, iou_loss = 0.228350, total_loss = 0.394087 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000053, iou_loss = 0.000000, total_loss = 0.000053 \n",
            " total_bbox = 153089, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.230555, iou_loss = 0.000000, total_loss = 0.230555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799287), count: 8, class_loss = 0.461843, iou_loss = 0.323268, total_loss = 0.785111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744814), count: 1, class_loss = 0.173139, iou_loss = 0.029567, total_loss = 0.202706 \n",
            " total_bbox = 153098, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779770), count: 5, class_loss = 0.100535, iou_loss = 0.200188, total_loss = 0.300723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005249, iou_loss = 0.000000, total_loss = 0.005249 \n",
            " total_bbox = 153103, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776220), count: 1, class_loss = 0.110442, iou_loss = 0.032772, total_loss = 0.143214 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727904), count: 3, class_loss = 0.451348, iou_loss = 0.284701, total_loss = 0.736049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153107, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780814), count: 3, class_loss = 0.239439, iou_loss = 0.089818, total_loss = 0.329257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793914), count: 3, class_loss = 0.011458, iou_loss = 0.100040, total_loss = 0.111499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153113, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715113), count: 2, class_loss = 0.397813, iou_loss = 0.129471, total_loss = 0.527284 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759168), count: 2, class_loss = 0.051021, iou_loss = 0.098322, total_loss = 0.149343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556285), count: 1, class_loss = 0.237662, iou_loss = 0.167964, total_loss = 0.405626 \n",
            " total_bbox = 153118, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.043053, iou_loss = 0.000000, total_loss = 0.043053 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702787), count: 5, class_loss = 0.696281, iou_loss = 0.395441, total_loss = 1.091722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.794215), count: 2, class_loss = 0.149731, iou_loss = 0.062797, total_loss = 0.212528 \n",
            " total_bbox = 153125, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000192, iou_loss = 0.000000, total_loss = 0.000192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820336), count: 6, class_loss = 0.475060, iou_loss = 0.181993, total_loss = 0.657054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153131, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1573/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1573: 0.279878, 0.245964 avg loss, 0.001000 rate, 5.305374 seconds, 100672 images, 4.049006 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700821), count: 2, class_loss = 0.334808, iou_loss = 0.137829, total_loss = 0.472637 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808660), count: 3, class_loss = 0.029001, iou_loss = 0.073225, total_loss = 0.102226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 153136, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731716), count: 2, class_loss = 0.054136, iou_loss = 0.108467, total_loss = 0.162603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845011), count: 3, class_loss = 0.085185, iou_loss = 0.053311, total_loss = 0.138497 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.532900), count: 1, class_loss = 0.247566, iou_loss = 0.150898, total_loss = 0.398464 \n",
            " total_bbox = 153142, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826022), count: 7, class_loss = 0.419900, iou_loss = 0.165685, total_loss = 0.585585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.674219), count: 6, class_loss = 0.431700, iou_loss = 0.581750, total_loss = 1.013450 \n",
            " total_bbox = 153155, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.212970, iou_loss = 0.000000, total_loss = 0.212970 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773897), count: 6, class_loss = 0.524201, iou_loss = 0.260188, total_loss = 0.784389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000791, iou_loss = 0.000000, total_loss = 0.000791 \n",
            " total_bbox = 153161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767570), count: 3, class_loss = 0.044215, iou_loss = 0.104534, total_loss = 0.148750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744688), count: 8, class_loss = 0.543795, iou_loss = 0.503701, total_loss = 1.047496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000154, iou_loss = 0.000000, total_loss = 0.000154 \n",
            " total_bbox = 153172, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771291), count: 2, class_loss = 0.035774, iou_loss = 0.067830, total_loss = 0.103604 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829059), count: 3, class_loss = 0.250133, iou_loss = 0.128755, total_loss = 0.378888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.535890), count: 2, class_loss = 0.505072, iou_loss = 0.357886, total_loss = 0.862959 \n",
            " total_bbox = 153179, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711879), count: 1, class_loss = 0.165971, iou_loss = 0.060693, total_loss = 0.226664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745412), count: 6, class_loss = 0.201694, iou_loss = 0.412788, total_loss = 0.614482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001232, iou_loss = 0.000000, total_loss = 0.001232 \n",
            " total_bbox = 153186, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748976), count: 1, class_loss = 0.005955, iou_loss = 0.033629, total_loss = 0.039584 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840768), count: 4, class_loss = 0.465827, iou_loss = 0.090756, total_loss = 0.556583 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.809997), count: 1, class_loss = 0.039892, iou_loss = 0.058016, total_loss = 0.097908 \n",
            " total_bbox = 153192, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000294, iou_loss = 0.000000, total_loss = 0.000294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834050), count: 8, class_loss = 0.195204, iou_loss = 0.226636, total_loss = 0.421841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.347651), count: 1, class_loss = 0.255066, iou_loss = 0.675143, total_loss = 0.930208 \n",
            " total_bbox = 153201, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.014608, iou_loss = 0.000000, total_loss = 0.014608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855756), count: 6, class_loss = 0.172754, iou_loss = 0.137713, total_loss = 0.310467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 153207, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778078), count: 4, class_loss = 0.060938, iou_loss = 0.118320, total_loss = 0.179258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822395), count: 5, class_loss = 0.477107, iou_loss = 0.121126, total_loss = 0.598233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813088), count: 2, class_loss = 0.422818, iou_loss = 0.045799, total_loss = 0.468617 \n",
            " total_bbox = 153218, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798699), count: 2, class_loss = 0.024182, iou_loss = 0.046234, total_loss = 0.070415 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818267), count: 5, class_loss = 0.241816, iou_loss = 0.137695, total_loss = 0.379511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008963, iou_loss = 0.000000, total_loss = 0.008963 \n",
            " total_bbox = 153225, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838642), count: 2, class_loss = 0.034586, iou_loss = 0.049120, total_loss = 0.083707 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787257), count: 4, class_loss = 0.000975, iou_loss = 0.110267, total_loss = 0.111242 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.761581), count: 1, class_loss = 0.008601, iou_loss = 0.067802, total_loss = 0.076402 \n",
            " total_bbox = 153232, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817071), count: 1, class_loss = 0.005480, iou_loss = 0.020969, total_loss = 0.026449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759147), count: 3, class_loss = 0.237449, iou_loss = 0.101583, total_loss = 0.339032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001079, iou_loss = 0.000000, total_loss = 0.001079 \n",
            " total_bbox = 153236, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.005252, iou_loss = 0.000000, total_loss = 0.005252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850993), count: 4, class_loss = 0.031702, iou_loss = 0.077886, total_loss = 0.109589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 153240, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736321), count: 3, class_loss = 0.058594, iou_loss = 0.153231, total_loss = 0.211826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732092), count: 1, class_loss = 0.011006, iou_loss = 0.044420, total_loss = 0.055426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153244, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1574/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1574: 0.257341, 0.247102 avg loss, 0.001000 rate, 5.320886 seconds, 100736 images, 4.044283 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702105), count: 2, class_loss = 0.061928, iou_loss = 0.098205, total_loss = 0.160133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821705), count: 6, class_loss = 0.257221, iou_loss = 0.168044, total_loss = 0.425265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153252, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689328), count: 2, class_loss = 0.010172, iou_loss = 0.130709, total_loss = 0.140881 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842841), count: 3, class_loss = 0.073073, iou_loss = 0.047987, total_loss = 0.121060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 153257, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754491), count: 3, class_loss = 0.071991, iou_loss = 0.130378, total_loss = 0.202370 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769325), count: 2, class_loss = 0.031349, iou_loss = 0.069466, total_loss = 0.100815 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000121, iou_loss = 0.000000, total_loss = 0.000121 \n",
            " total_bbox = 153262, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000298, iou_loss = 0.000000, total_loss = 0.000298 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849199), count: 5, class_loss = 0.170395, iou_loss = 0.346579, total_loss = 0.516974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153267, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862612), count: 1, class_loss = 0.001618, iou_loss = 0.028170, total_loss = 0.029788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775613), count: 3, class_loss = 0.025185, iou_loss = 0.144313, total_loss = 0.169498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000525, iou_loss = 0.000000, total_loss = 0.000525 \n",
            " total_bbox = 153271, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003508, iou_loss = 0.000000, total_loss = 0.003508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851819), count: 9, class_loss = 0.222400, iou_loss = 0.311306, total_loss = 0.533706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.825693), count: 1, class_loss = 0.173960, iou_loss = 0.015652, total_loss = 0.189612 \n",
            " total_bbox = 153281, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000144, iou_loss = 0.000000, total_loss = 0.000144 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818114), count: 4, class_loss = 0.056957, iou_loss = 0.107260, total_loss = 0.164217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153285, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838646), count: 1, class_loss = 0.041555, iou_loss = 0.018472, total_loss = 0.060027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832610), count: 3, class_loss = 0.004320, iou_loss = 0.114749, total_loss = 0.119069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546463), count: 1, class_loss = 0.333515, iou_loss = 0.168880, total_loss = 0.502395 \n",
            " total_bbox = 153290, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805191), count: 1, class_loss = 0.025467, iou_loss = 0.021861, total_loss = 0.047327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818480), count: 3, class_loss = 0.155493, iou_loss = 0.094668, total_loss = 0.250161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.619858), count: 2, class_loss = 0.436602, iou_loss = 0.295393, total_loss = 0.731995 \n",
            " total_bbox = 153296, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670198), count: 2, class_loss = 0.403678, iou_loss = 0.144602, total_loss = 0.548280 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804876), count: 3, class_loss = 0.367692, iou_loss = 0.070639, total_loss = 0.438332 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.066974, iou_loss = 0.000000, total_loss = 0.066974 \n",
            " total_bbox = 153301, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727444), count: 6, class_loss = 0.530151, iou_loss = 0.374580, total_loss = 0.904731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.557589), count: 2, class_loss = 0.545120, iou_loss = 0.310179, total_loss = 0.855299 \n",
            " total_bbox = 153309, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758018), count: 2, class_loss = 0.111744, iou_loss = 0.075673, total_loss = 0.187416 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808884), count: 4, class_loss = 0.077672, iou_loss = 0.098963, total_loss = 0.176635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 153315, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.927489), count: 1, class_loss = 0.003411, iou_loss = 0.001974, total_loss = 0.005385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808368), count: 7, class_loss = 0.222238, iou_loss = 0.185791, total_loss = 0.408030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.080143, iou_loss = 0.000000, total_loss = 0.080143 \n",
            " total_bbox = 153323, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000282, iou_loss = 0.000000, total_loss = 0.000282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854912), count: 5, class_loss = 0.130956, iou_loss = 0.114538, total_loss = 0.245494 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 153328, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706788), count: 1, class_loss = 0.018719, iou_loss = 0.062389, total_loss = 0.081108 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867381), count: 4, class_loss = 0.192649, iou_loss = 0.094977, total_loss = 0.287626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153333, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757337), count: 1, class_loss = 0.245305, iou_loss = 0.034303, total_loss = 0.279608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793207), count: 6, class_loss = 0.054125, iou_loss = 0.185851, total_loss = 0.239977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.247578), count: 1, class_loss = 0.322058, iou_loss = 0.083583, total_loss = 0.405641 \n",
            " total_bbox = 153341, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1575/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1575: 0.201685, 0.242560 avg loss, 0.001000 rate, 5.315397 seconds, 100800 images, 4.039698 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000311, iou_loss = 0.000000, total_loss = 0.000311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756143), count: 6, class_loss = 0.139567, iou_loss = 0.238790, total_loss = 0.378357 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153347, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814838), count: 2, class_loss = 0.194552, iou_loss = 0.027389, total_loss = 0.221941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798644), count: 3, class_loss = 0.280582, iou_loss = 0.151569, total_loss = 0.432150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007071, iou_loss = 0.000000, total_loss = 0.007071 \n",
            " total_bbox = 153352, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792123), count: 4, class_loss = 0.023378, iou_loss = 0.120313, total_loss = 0.143691 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760841), count: 1, class_loss = 0.006196, iou_loss = 0.031151, total_loss = 0.037347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597198), count: 1, class_loss = 0.208282, iou_loss = 0.103106, total_loss = 0.311388 \n",
            " total_bbox = 153358, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763180), count: 1, class_loss = 0.000371, iou_loss = 0.052597, total_loss = 0.052969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825256), count: 4, class_loss = 0.007195, iou_loss = 0.104084, total_loss = 0.111279 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000149, iou_loss = 0.000000, total_loss = 0.000149 \n",
            " total_bbox = 153363, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784857), count: 5, class_loss = 0.225670, iou_loss = 0.217382, total_loss = 0.443052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.735528), count: 10, class_loss = 0.757738, iou_loss = 0.697715, total_loss = 1.455454 \n",
            " total_bbox = 153378, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870203), count: 1, class_loss = 0.000834, iou_loss = 0.008771, total_loss = 0.009605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830952), count: 4, class_loss = 0.006012, iou_loss = 0.097416, total_loss = 0.103427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.077508, iou_loss = 0.000000, total_loss = 0.077508 \n",
            " total_bbox = 153383, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807750), count: 2, class_loss = 0.018621, iou_loss = 0.080374, total_loss = 0.098995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747154), count: 4, class_loss = 0.294003, iou_loss = 0.243605, total_loss = 0.537607 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 153389, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797706), count: 4, class_loss = 0.308314, iou_loss = 0.080740, total_loss = 0.389054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601128), count: 2, class_loss = 0.485516, iou_loss = 0.267910, total_loss = 0.753426 \n",
            " total_bbox = 153395, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777750), count: 2, class_loss = 0.078345, iou_loss = 0.087159, total_loss = 0.165504 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.698513), count: 3, class_loss = 0.577349, iou_loss = 0.229991, total_loss = 0.807339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.832637), count: 1, class_loss = 0.063616, iou_loss = 0.043730, total_loss = 0.107346 \n",
            " total_bbox = 153401, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875139), count: 3, class_loss = 0.083069, iou_loss = 0.052982, total_loss = 0.136051 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817771), count: 2, class_loss = 0.198576, iou_loss = 0.042850, total_loss = 0.241426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000539, iou_loss = 0.000000, total_loss = 0.000539 \n",
            " total_bbox = 153406, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794248), count: 5, class_loss = 0.280344, iou_loss = 0.165051, total_loss = 0.445395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.629531), count: 3, class_loss = 0.320165, iou_loss = 0.309666, total_loss = 0.629831 \n",
            " total_bbox = 153414, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828076), count: 1, class_loss = 0.023560, iou_loss = 0.055728, total_loss = 0.079288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824199), count: 4, class_loss = 0.319926, iou_loss = 0.125055, total_loss = 0.444981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153419, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864706), count: 3, class_loss = 0.023328, iou_loss = 0.031252, total_loss = 0.054581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821702), count: 3, class_loss = 0.015818, iou_loss = 0.082347, total_loss = 0.098165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 153425, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.050775, iou_loss = 0.000000, total_loss = 0.050775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861170), count: 5, class_loss = 0.203052, iou_loss = 0.085193, total_loss = 0.288245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153430, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.894712), count: 1, class_loss = 0.119527, iou_loss = 0.005949, total_loss = 0.125477 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726981), count: 8, class_loss = 0.336158, iou_loss = 0.647370, total_loss = 0.983528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.651680), count: 1, class_loss = 0.158569, iou_loss = 0.142244, total_loss = 0.300813 \n",
            " total_bbox = 153440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000058, iou_loss = 0.000000, total_loss = 0.000058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775677), count: 9, class_loss = 0.244179, iou_loss = 0.348982, total_loss = 0.593161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.626842), count: 1, class_loss = 0.194220, iou_loss = 0.131707, total_loss = 0.325927 \n",
            " total_bbox = 153450, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1576/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1576: 0.238401, 0.242144 avg loss, 0.001000 rate, 5.334656 seconds, 100864 images, 4.035107 hours left\n",
            "Loaded: 0.000053 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830904), count: 3, class_loss = 0.051961, iou_loss = 0.076664, total_loss = 0.128624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806104), count: 1, class_loss = 0.000794, iou_loss = 0.014300, total_loss = 0.015093 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008383, iou_loss = 0.000000, total_loss = 0.008383 \n",
            " total_bbox = 153454, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783063), count: 2, class_loss = 0.000090, iou_loss = 0.048969, total_loss = 0.049059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766515), count: 5, class_loss = 0.182627, iou_loss = 0.224442, total_loss = 0.407069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 153461, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666955), count: 2, class_loss = 0.390123, iou_loss = 0.146360, total_loss = 0.536483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852775), count: 4, class_loss = 0.019570, iou_loss = 0.065062, total_loss = 0.084632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005401, iou_loss = 0.000000, total_loss = 0.005401 \n",
            " total_bbox = 153467, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791571), count: 1, class_loss = 0.010516, iou_loss = 0.023857, total_loss = 0.034372 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807800), count: 5, class_loss = 0.305323, iou_loss = 0.160185, total_loss = 0.465509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000137, iou_loss = 0.000000, total_loss = 0.000137 \n",
            " total_bbox = 153473, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743616), count: 1, class_loss = 0.002514, iou_loss = 0.034029, total_loss = 0.036543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862315), count: 8, class_loss = 0.353926, iou_loss = 0.139222, total_loss = 0.493148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.594556), count: 1, class_loss = 0.251106, iou_loss = 0.141075, total_loss = 0.392181 \n",
            " total_bbox = 153483, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828335), count: 8, class_loss = 0.251998, iou_loss = 0.183391, total_loss = 0.435389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.742540), count: 1, class_loss = 0.236494, iou_loss = 0.052177, total_loss = 0.288671 \n",
            " total_bbox = 153492, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.884029), count: 2, class_loss = 0.230519, iou_loss = 0.020415, total_loss = 0.250935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813834), count: 3, class_loss = 0.143447, iou_loss = 0.058191, total_loss = 0.201637 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153497, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.016087, iou_loss = 0.000000, total_loss = 0.016087 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840265), count: 4, class_loss = 0.271676, iou_loss = 0.074844, total_loss = 0.346520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 153501, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747423), count: 1, class_loss = 0.143711, iou_loss = 0.042318, total_loss = 0.186029 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769020), count: 3, class_loss = 0.081009, iou_loss = 0.134402, total_loss = 0.215411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153505, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001142, iou_loss = 0.000000, total_loss = 0.001142 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822963), count: 6, class_loss = 0.397556, iou_loss = 0.131981, total_loss = 0.529537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153511, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788898), count: 7, class_loss = 0.263344, iou_loss = 0.189099, total_loss = 0.452442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000758, iou_loss = 0.000000, total_loss = 0.000758 \n",
            " total_bbox = 153518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707869), count: 1, class_loss = 0.362646, iou_loss = 0.044458, total_loss = 0.407103 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819521), count: 4, class_loss = 0.087172, iou_loss = 0.143646, total_loss = 0.230817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000109, iou_loss = 0.000000, total_loss = 0.000109 \n",
            " total_bbox = 153523, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829233), count: 3, class_loss = 0.003316, iou_loss = 0.085372, total_loss = 0.088688 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775186), count: 3, class_loss = 0.423418, iou_loss = 0.162737, total_loss = 0.586155 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.750160), count: 1, class_loss = 0.084700, iou_loss = 0.047477, total_loss = 0.132177 \n",
            " total_bbox = 153530, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828254), count: 1, class_loss = 0.005317, iou_loss = 0.011185, total_loss = 0.016502 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753018), count: 4, class_loss = 0.144403, iou_loss = 0.136549, total_loss = 0.280952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000211, iou_loss = 0.000000, total_loss = 0.000211 \n",
            " total_bbox = 153535, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768345), count: 1, class_loss = 0.006741, iou_loss = 0.023202, total_loss = 0.029942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799080), count: 4, class_loss = 0.005060, iou_loss = 0.131451, total_loss = 0.136511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153540, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886842), count: 1, class_loss = 0.033030, iou_loss = 0.006146, total_loss = 0.039176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832240), count: 5, class_loss = 0.300707, iou_loss = 0.122030, total_loss = 0.422737 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 153546, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1577/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1577: 0.165673, 0.234497 avg loss, 0.001000 rate, 5.318843 seconds, 100928 images, 4.030676 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747842), count: 7, class_loss = 0.532326, iou_loss = 0.411709, total_loss = 0.944035 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.720887), count: 1, class_loss = 0.150677, iou_loss = 0.094902, total_loss = 0.245579 \n",
            " total_bbox = 153554, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760969), count: 2, class_loss = 0.375933, iou_loss = 0.073858, total_loss = 0.449791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818493), count: 3, class_loss = 0.057123, iou_loss = 0.066736, total_loss = 0.123858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            " total_bbox = 153559, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823621), count: 3, class_loss = 0.000246, iou_loss = 0.055697, total_loss = 0.055943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879111), count: 3, class_loss = 0.039361, iou_loss = 0.052295, total_loss = 0.091656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.019234, iou_loss = 0.000000, total_loss = 0.019234 \n",
            " total_bbox = 153565, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812655), count: 6, class_loss = 0.122936, iou_loss = 0.153126, total_loss = 0.276062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.718847), count: 1, class_loss = 0.102436, iou_loss = 0.069203, total_loss = 0.171639 \n",
            " total_bbox = 153572, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.668821), count: 2, class_loss = 0.127379, iou_loss = 0.213417, total_loss = 0.340796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780607), count: 3, class_loss = 0.250526, iou_loss = 0.108387, total_loss = 0.358914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153577, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730437), count: 3, class_loss = 0.100138, iou_loss = 0.156268, total_loss = 0.256406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783011), count: 3, class_loss = 0.095250, iou_loss = 0.324000, total_loss = 0.419250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001411, iou_loss = 0.000000, total_loss = 0.001411 \n",
            " total_bbox = 153583, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816345), count: 3, class_loss = 0.370831, iou_loss = 0.154155, total_loss = 0.524986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769886), count: 1, class_loss = 0.044765, iou_loss = 0.034049, total_loss = 0.078814 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153587, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830698), count: 1, class_loss = 0.001572, iou_loss = 0.048840, total_loss = 0.050412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845278), count: 4, class_loss = 0.224525, iou_loss = 0.100007, total_loss = 0.324533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001245, iou_loss = 0.000000, total_loss = 0.001245 \n",
            " total_bbox = 153592, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651740), count: 1, class_loss = 0.079056, iou_loss = 0.078257, total_loss = 0.157313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829207), count: 3, class_loss = 0.050587, iou_loss = 0.089013, total_loss = 0.139600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000413, iou_loss = 0.000000, total_loss = 0.000413 \n",
            " total_bbox = 153596, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804172), count: 2, class_loss = 0.000288, iou_loss = 0.039230, total_loss = 0.039518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.883064), count: 2, class_loss = 0.002580, iou_loss = 0.029350, total_loss = 0.031930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 153600, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.611908), count: 1, class_loss = 0.018744, iou_loss = 0.113245, total_loss = 0.131989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762641), count: 4, class_loss = 0.018230, iou_loss = 0.118854, total_loss = 0.137084 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153605, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826402), count: 1, class_loss = 0.002134, iou_loss = 0.012034, total_loss = 0.014167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788598), count: 6, class_loss = 0.366424, iou_loss = 0.198217, total_loss = 0.564641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000074, iou_loss = 0.000000, total_loss = 0.000074 \n",
            " total_bbox = 153612, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000060, iou_loss = 0.000000, total_loss = 0.000060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766029), count: 5, class_loss = 0.002278, iou_loss = 0.229279, total_loss = 0.231558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153617, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829744), count: 2, class_loss = 0.113210, iou_loss = 0.041752, total_loss = 0.154962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878024), count: 4, class_loss = 0.015220, iou_loss = 0.093277, total_loss = 0.108497 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153623, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731300), count: 1, class_loss = 0.000194, iou_loss = 0.036557, total_loss = 0.036751 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674013), count: 4, class_loss = 0.011385, iou_loss = 0.307758, total_loss = 0.319143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153628, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.095811, iou_loss = 0.000000, total_loss = 0.095811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854795), count: 3, class_loss = 0.212928, iou_loss = 0.053877, total_loss = 0.266805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153631, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1578/4000: loss=0.1 hours left=4.0\u0007\n",
            " 1578: 0.149270, 0.225975 avg loss, 0.001000 rate, 5.326302 seconds, 100992 images, 4.026169 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.931212), count: 1, class_loss = 0.002975, iou_loss = 0.011536, total_loss = 0.014511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823389), count: 4, class_loss = 0.099908, iou_loss = 0.098266, total_loss = 0.198174 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153636, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.841811), count: 1, class_loss = 0.010939, iou_loss = 0.025266, total_loss = 0.036204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772972), count: 6, class_loss = 0.478308, iou_loss = 0.219902, total_loss = 0.698210 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007637, iou_loss = 0.000000, total_loss = 0.007637 \n",
            " total_bbox = 153643, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744372), count: 3, class_loss = 0.107392, iou_loss = 0.135775, total_loss = 0.243168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795907), count: 4, class_loss = 0.022198, iou_loss = 0.120797, total_loss = 0.142995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.396384), count: 1, class_loss = 0.244971, iou_loss = 0.427651, total_loss = 0.672622 \n",
            " total_bbox = 153651, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835395), count: 3, class_loss = 0.262765, iou_loss = 0.080600, total_loss = 0.343365 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877818), count: 2, class_loss = 0.003024, iou_loss = 0.028368, total_loss = 0.031392 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153656, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690365), count: 1, class_loss = 0.001263, iou_loss = 0.074944, total_loss = 0.076207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807893), count: 6, class_loss = 0.257349, iou_loss = 0.233762, total_loss = 0.491111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            " total_bbox = 153663, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.200417, iou_loss = 0.000000, total_loss = 0.200417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774272), count: 5, class_loss = 0.622507, iou_loss = 0.179349, total_loss = 0.801856 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153668, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.891969), count: 1, class_loss = 0.002140, iou_loss = 0.018653, total_loss = 0.020792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796644), count: 3, class_loss = 0.080994, iou_loss = 0.083047, total_loss = 0.164041 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153672, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000585, iou_loss = 0.000000, total_loss = 0.000585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768712), count: 7, class_loss = 0.696496, iou_loss = 0.278825, total_loss = 0.975322 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 153679, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810416), count: 1, class_loss = 0.000222, iou_loss = 0.036829, total_loss = 0.037051 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766914), count: 4, class_loss = 0.233347, iou_loss = 0.151953, total_loss = 0.385300 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153684, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.544962), count: 1, class_loss = 0.168057, iou_loss = 0.117452, total_loss = 0.285509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846531), count: 5, class_loss = 0.055583, iou_loss = 0.140681, total_loss = 0.196264 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000547, iou_loss = 0.000000, total_loss = 0.000547 \n",
            " total_bbox = 153690, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760120), count: 2, class_loss = 0.001849, iou_loss = 0.098474, total_loss = 0.100323 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842764), count: 3, class_loss = 0.007639, iou_loss = 0.092910, total_loss = 0.100549 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 153695, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762185), count: 5, class_loss = 0.750042, iou_loss = 0.226597, total_loss = 0.976639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744353), count: 1, class_loss = 0.100556, iou_loss = 0.060142, total_loss = 0.160699 \n",
            " total_bbox = 153701, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824662), count: 2, class_loss = 0.346119, iou_loss = 0.049886, total_loss = 0.396006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840828), count: 3, class_loss = 0.277070, iou_loss = 0.205359, total_loss = 0.482429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000126, iou_loss = 0.000000, total_loss = 0.000126 \n",
            " total_bbox = 153706, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.081785, iou_loss = 0.000000, total_loss = 0.081785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836139), count: 5, class_loss = 0.212380, iou_loss = 0.131772, total_loss = 0.344151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 153711, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715648), count: 1, class_loss = 0.114037, iou_loss = 0.107978, total_loss = 0.222015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765196), count: 3, class_loss = 0.039684, iou_loss = 0.240138, total_loss = 0.279822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153715, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837137), count: 7, class_loss = 0.366515, iou_loss = 0.176952, total_loss = 0.543467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 153722, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1579/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1579: 0.202320, 0.223609 avg loss, 0.001000 rate, 5.310001 seconds, 101056 images, 4.021742 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.874595), count: 1, class_loss = 0.000807, iou_loss = 0.005714, total_loss = 0.006521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814072), count: 3, class_loss = 0.238865, iou_loss = 0.112299, total_loss = 0.351165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153726, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717959), count: 1, class_loss = 0.010015, iou_loss = 0.055550, total_loss = 0.065565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835042), count: 4, class_loss = 0.034485, iou_loss = 0.067137, total_loss = 0.101622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 153731, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000017, iou_loss = 0.000000, total_loss = 0.000017 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832720), count: 5, class_loss = 0.339574, iou_loss = 0.126601, total_loss = 0.466175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 153736, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634516), count: 1, class_loss = 0.331142, iou_loss = 0.089825, total_loss = 0.420967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838105), count: 3, class_loss = 0.012752, iou_loss = 0.061688, total_loss = 0.074440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153740, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855609), count: 1, class_loss = 0.001290, iou_loss = 0.008763, total_loss = 0.010054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816163), count: 7, class_loss = 0.030021, iou_loss = 0.181108, total_loss = 0.211129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153748, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817695), count: 2, class_loss = 0.000263, iou_loss = 0.057379, total_loss = 0.057642 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818918), count: 3, class_loss = 0.030562, iou_loss = 0.062817, total_loss = 0.093379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 153752, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.939969), count: 1, class_loss = 0.000228, iou_loss = 0.001114, total_loss = 0.001342 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782269), count: 5, class_loss = 0.016351, iou_loss = 0.170531, total_loss = 0.186882 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675511), count: 1, class_loss = 0.120454, iou_loss = 0.075335, total_loss = 0.195789 \n",
            " total_bbox = 153759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.668667), count: 1, class_loss = 0.001000, iou_loss = 0.057823, total_loss = 0.058823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830838), count: 6, class_loss = 0.091456, iou_loss = 0.170579, total_loss = 0.262036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000065, iou_loss = 0.000000, total_loss = 0.000065 \n",
            " total_bbox = 153766, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837569), count: 2, class_loss = 0.163026, iou_loss = 0.054954, total_loss = 0.217980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809163), count: 5, class_loss = 0.089214, iou_loss = 0.126032, total_loss = 0.215246 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 153773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769921), count: 5, class_loss = 0.413644, iou_loss = 0.192849, total_loss = 0.606493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.701665), count: 2, class_loss = 0.548795, iou_loss = 0.275792, total_loss = 0.824587 \n",
            " total_bbox = 153780, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811156), count: 5, class_loss = 0.307561, iou_loss = 0.132295, total_loss = 0.439856 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153785, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.730357), count: 4, class_loss = 0.169271, iou_loss = 0.188208, total_loss = 0.357479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 153789, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.906827), count: 1, class_loss = 0.000314, iou_loss = 0.004653, total_loss = 0.004967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798947), count: 5, class_loss = 0.267649, iou_loss = 0.159183, total_loss = 0.426832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 153795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686954), count: 2, class_loss = 0.003580, iou_loss = 0.121422, total_loss = 0.125002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804540), count: 2, class_loss = 0.107373, iou_loss = 0.035008, total_loss = 0.142381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722373), count: 1, class_loss = 0.007881, iou_loss = 0.043207, total_loss = 0.051089 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814532), count: 5, class_loss = 0.042699, iou_loss = 0.132918, total_loss = 0.175617 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.028548, iou_loss = 0.000000, total_loss = 0.028548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785763), count: 4, class_loss = 0.171187, iou_loss = 0.127128, total_loss = 0.298315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.021323, iou_loss = 0.000000, total_loss = 0.021323 \n",
            " total_bbox = 153809, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1580/4000: loss=0.1 hours left=4.0\u0007\n",
            " 1580: 0.135405, 0.214789 avg loss, 0.001000 rate, 5.297679 seconds, 101120 images, 4.017234 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 384 x 384 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000043 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832361), count: 8, class_loss = 0.185569, iou_loss = 0.182154, total_loss = 0.367724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704583), count: 2, class_loss = 0.423869, iou_loss = 0.195313, total_loss = 0.619183 \n",
            " total_bbox = 153819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877287), count: 3, class_loss = 0.339086, iou_loss = 0.053500, total_loss = 0.392586 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.886073), count: 1, class_loss = 0.102513, iou_loss = 0.004897, total_loss = 0.107410 \n",
            " total_bbox = 153823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825864), count: 5, class_loss = 0.482164, iou_loss = 0.102759, total_loss = 0.584923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634704), count: 4, class_loss = 0.961906, iou_loss = 0.554503, total_loss = 1.516410 \n",
            " total_bbox = 153832, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003957, iou_loss = 0.000000, total_loss = 0.003957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830739), count: 5, class_loss = 0.020008, iou_loss = 0.132071, total_loss = 0.152079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005923, iou_loss = 0.000000, total_loss = 0.005923 \n",
            " total_bbox = 153837, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692859), count: 3, class_loss = 0.348751, iou_loss = 0.174154, total_loss = 0.522905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.532630), count: 1, class_loss = 0.242972, iou_loss = 0.151985, total_loss = 0.394957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 153841, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920078), count: 1, class_loss = 0.001107, iou_loss = 0.002712, total_loss = 0.003819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811012), count: 5, class_loss = 0.344789, iou_loss = 0.113692, total_loss = 0.458481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.478273), count: 1, class_loss = 0.179974, iou_loss = 0.197470, total_loss = 0.377444 \n",
            " total_bbox = 153848, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000829, iou_loss = 0.000000, total_loss = 0.000829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812636), count: 3, class_loss = 0.248528, iou_loss = 0.094043, total_loss = 0.342572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504492), count: 1, class_loss = 0.211617, iou_loss = 0.286864, total_loss = 0.498481 \n",
            " total_bbox = 153852, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825927), count: 6, class_loss = 0.121512, iou_loss = 0.108500, total_loss = 0.230012 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.804618), count: 2, class_loss = 0.315872, iou_loss = 0.074132, total_loss = 0.390004 \n",
            " total_bbox = 153860, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.891384), count: 1, class_loss = 0.056431, iou_loss = 0.008707, total_loss = 0.065138 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822265), count: 5, class_loss = 0.032526, iou_loss = 0.124541, total_loss = 0.157067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000098, iou_loss = 0.000000, total_loss = 0.000098 \n",
            " total_bbox = 153866, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911743), count: 1, class_loss = 0.001129, iou_loss = 0.010698, total_loss = 0.011827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827919), count: 3, class_loss = 0.005154, iou_loss = 0.079913, total_loss = 0.085067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.469308), count: 1, class_loss = 0.248967, iou_loss = 0.114840, total_loss = 0.363808 \n",
            " total_bbox = 153871, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688969), count: 1, class_loss = 0.117479, iou_loss = 0.058698, total_loss = 0.176176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815494), count: 5, class_loss = 0.275034, iou_loss = 0.119332, total_loss = 0.394366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766472), count: 1, class_loss = 0.004431, iou_loss = 0.041864, total_loss = 0.046295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693388), count: 3, class_loss = 0.414279, iou_loss = 0.171787, total_loss = 0.586067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 153881, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.524627), count: 1, class_loss = 0.048448, iou_loss = 0.161601, total_loss = 0.210049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793007), count: 4, class_loss = 0.237146, iou_loss = 0.128553, total_loss = 0.365699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.740947), count: 1, class_loss = 0.190025, iou_loss = 0.126473, total_loss = 0.316498 \n",
            " total_bbox = 153887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737274), count: 6, class_loss = 0.527279, iou_loss = 0.289164, total_loss = 0.816443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000264, iou_loss = 0.000000, total_loss = 0.000264 \n",
            " total_bbox = 153893, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000261, iou_loss = 0.000000, total_loss = 0.000261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742534), count: 6, class_loss = 0.060930, iou_loss = 0.312472, total_loss = 0.373401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 153899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842086), count: 1, class_loss = 0.000442, iou_loss = 0.014387, total_loss = 0.014830 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818601), count: 5, class_loss = 0.124475, iou_loss = 0.152777, total_loss = 0.277252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002713, iou_loss = 0.000000, total_loss = 0.002713 \n",
            " total_bbox = 153905, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1581/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1581: 0.234023, 0.216712 avg loss, 0.001000 rate, 3.906957 seconds, 101184 images, 4.012675 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.905240), count: 1, class_loss = 0.004506, iou_loss = 0.006417, total_loss = 0.010922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796292), count: 4, class_loss = 0.009443, iou_loss = 0.159354, total_loss = 0.168798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.768816), count: 2, class_loss = 0.176698, iou_loss = 0.091354, total_loss = 0.268052 \n",
            " total_bbox = 153912, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.007550, iou_loss = 0.000000, total_loss = 0.007550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840585), count: 6, class_loss = 0.224952, iou_loss = 0.135539, total_loss = 0.360492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.742825), count: 1, class_loss = 0.157674, iou_loss = 0.073448, total_loss = 0.231122 \n",
            " total_bbox = 153919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657711), count: 1, class_loss = 0.037601, iou_loss = 0.082724, total_loss = 0.120325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814327), count: 4, class_loss = 0.321855, iou_loss = 0.107718, total_loss = 0.429573 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.646121), count: 1, class_loss = 0.214689, iou_loss = 0.092296, total_loss = 0.306985 \n",
            " total_bbox = 153925, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778966), count: 2, class_loss = 0.154238, iou_loss = 0.069854, total_loss = 0.224092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735212), count: 3, class_loss = 0.322112, iou_loss = 0.155903, total_loss = 0.478015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006953, iou_loss = 0.000000, total_loss = 0.006953 \n",
            " total_bbox = 153930, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850566), count: 1, class_loss = 0.034505, iou_loss = 0.016682, total_loss = 0.051187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759941), count: 5, class_loss = 0.327152, iou_loss = 0.194631, total_loss = 0.521783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000054, iou_loss = 0.000000, total_loss = 0.000054 \n",
            " total_bbox = 153936, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762789), count: 2, class_loss = 0.125603, iou_loss = 0.092380, total_loss = 0.217983 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806434), count: 6, class_loss = 0.049963, iou_loss = 0.152271, total_loss = 0.202234 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.135187, iou_loss = 0.000000, total_loss = 0.135187 \n",
            " total_bbox = 153944, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825383), count: 3, class_loss = 0.033595, iou_loss = 0.060503, total_loss = 0.094098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.627998), count: 8, class_loss = 0.922002, iou_loss = 0.966797, total_loss = 1.888798 \n",
            " total_bbox = 153955, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729901), count: 1, class_loss = 0.000922, iou_loss = 0.044584, total_loss = 0.045506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785360), count: 4, class_loss = 0.167371, iou_loss = 0.138582, total_loss = 0.305953 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008425, iou_loss = 0.000000, total_loss = 0.008425 \n",
            " total_bbox = 153960, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768145), count: 4, class_loss = 0.016232, iou_loss = 0.125917, total_loss = 0.142149 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000746, iou_loss = 0.000000, total_loss = 0.000746 \n",
            " total_bbox = 153964, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789986), count: 2, class_loss = 0.189953, iou_loss = 0.081977, total_loss = 0.271931 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857237), count: 2, class_loss = 0.247110, iou_loss = 0.047798, total_loss = 0.294907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 153968, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000422, iou_loss = 0.000000, total_loss = 0.000422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777182), count: 6, class_loss = 0.328182, iou_loss = 0.237455, total_loss = 0.565637 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004787, iou_loss = 0.000000, total_loss = 0.004787 \n",
            " total_bbox = 153974, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000863, iou_loss = 0.000000, total_loss = 0.000863 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768659), count: 7, class_loss = 0.487036, iou_loss = 0.307319, total_loss = 0.794356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000255, iou_loss = 0.000000, total_loss = 0.000255 \n",
            " total_bbox = 153981, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821656), count: 2, class_loss = 0.001927, iou_loss = 0.053891, total_loss = 0.055818 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786109), count: 2, class_loss = 0.041463, iou_loss = 0.055874, total_loss = 0.097337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000165, iou_loss = 0.000000, total_loss = 0.000165 \n",
            " total_bbox = 153985, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732725), count: 5, class_loss = 0.223532, iou_loss = 0.197505, total_loss = 0.421037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 153990, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000175, iou_loss = 0.000000, total_loss = 0.000175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804340), count: 4, class_loss = 0.237582, iou_loss = 0.176504, total_loss = 0.414086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 153994, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772192), count: 1, class_loss = 0.003021, iou_loss = 0.034957, total_loss = 0.037978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831070), count: 4, class_loss = 0.109911, iou_loss = 0.136119, total_loss = 0.246030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005148, iou_loss = 0.000000, total_loss = 0.005148 \n",
            " total_bbox = 153999, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1582/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1582: 0.196625, 0.214703 avg loss, 0.001000 rate, 4.002619 seconds, 101248 images, 3.998801 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679690), count: 2, class_loss = 0.213086, iou_loss = 0.097555, total_loss = 0.310641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839059), count: 4, class_loss = 0.315209, iou_loss = 0.083399, total_loss = 0.398608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000081, iou_loss = 0.000000, total_loss = 0.000081 \n",
            " total_bbox = 154005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796488), count: 9, class_loss = 0.522007, iou_loss = 0.293128, total_loss = 0.815135 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002424, iou_loss = 0.000000, total_loss = 0.002424 \n",
            " total_bbox = 154014, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000028, iou_loss = 0.000000, total_loss = 0.000028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738907), count: 6, class_loss = 0.294411, iou_loss = 0.305422, total_loss = 0.599834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.732390), count: 1, class_loss = 0.289490, iou_loss = 0.055787, total_loss = 0.345278 \n",
            " total_bbox = 154021, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000750, iou_loss = 0.000000, total_loss = 0.000750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784492), count: 8, class_loss = 0.307713, iou_loss = 0.244128, total_loss = 0.551841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710493), count: 2, class_loss = 0.131328, iou_loss = 0.129976, total_loss = 0.261304 \n",
            " total_bbox = 154031, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.014312, iou_loss = 0.000000, total_loss = 0.014312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776791), count: 4, class_loss = 0.190822, iou_loss = 0.142712, total_loss = 0.333534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 154035, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000228, iou_loss = 0.000000, total_loss = 0.000228 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773706), count: 6, class_loss = 0.258711, iou_loss = 0.239539, total_loss = 0.498249 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.769864), count: 1, class_loss = 0.089709, iou_loss = 0.036367, total_loss = 0.126076 \n",
            " total_bbox = 154042, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814564), count: 1, class_loss = 0.000037, iou_loss = 0.019512, total_loss = 0.019548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799194), count: 4, class_loss = 0.189433, iou_loss = 0.124609, total_loss = 0.314042 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556674), count: 1, class_loss = 0.123952, iou_loss = 0.155887, total_loss = 0.279839 \n",
            " total_bbox = 154048, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754394), count: 6, class_loss = 0.329147, iou_loss = 0.218517, total_loss = 0.547664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.520297), count: 2, class_loss = 0.181755, iou_loss = 0.297766, total_loss = 0.479522 \n",
            " total_bbox = 154056, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883073), count: 1, class_loss = 0.081415, iou_loss = 0.014021, total_loss = 0.095436 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737926), count: 6, class_loss = 0.489651, iou_loss = 0.297809, total_loss = 0.787460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585104), count: 1, class_loss = 0.272197, iou_loss = 0.111085, total_loss = 0.383282 \n",
            " total_bbox = 154064, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744525), count: 5, class_loss = 0.069607, iou_loss = 0.232450, total_loss = 0.302056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000262, iou_loss = 0.000000, total_loss = 0.000262 \n",
            " total_bbox = 154069, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808032), count: 1, class_loss = 0.199587, iou_loss = 0.021617, total_loss = 0.221205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847499), count: 3, class_loss = 0.202560, iou_loss = 0.070615, total_loss = 0.273175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            " total_bbox = 154073, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771919), count: 5, class_loss = 0.000488, iou_loss = 0.114733, total_loss = 0.115221 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.841418), count: 2, class_loss = 0.243742, iou_loss = 0.045356, total_loss = 0.289097 \n",
            " total_bbox = 154080, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805860), count: 1, class_loss = 0.004762, iou_loss = 0.020413, total_loss = 0.025175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757355), count: 5, class_loss = 0.266359, iou_loss = 0.199571, total_loss = 0.465929 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003706, iou_loss = 0.000000, total_loss = 0.003706 \n",
            " total_bbox = 154086, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796883), count: 1, class_loss = 0.000289, iou_loss = 0.025612, total_loss = 0.025901 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663464), count: 3, class_loss = 0.360254, iou_loss = 0.338932, total_loss = 0.699186 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001805, iou_loss = 0.000000, total_loss = 0.001805 \n",
            " total_bbox = 154090, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826899), count: 4, class_loss = 0.214035, iou_loss = 0.109488, total_loss = 0.323523 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000288, iou_loss = 0.000000, total_loss = 0.000288 \n",
            " total_bbox = 154094, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000088, iou_loss = 0.000000, total_loss = 0.000088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765204), count: 6, class_loss = 0.180181, iou_loss = 0.218564, total_loss = 0.398744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.505138), count: 1, class_loss = 0.172272, iou_loss = 0.175545, total_loss = 0.347817 \n",
            " total_bbox = 154101, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1583/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1583: 0.222049, 0.215438 avg loss, 0.001000 rate, 4.051146 seconds, 101312 images, 3.985698 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810310), count: 4, class_loss = 0.318977, iou_loss = 0.158989, total_loss = 0.477966 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000567, iou_loss = 0.000000, total_loss = 0.000567 \n",
            " total_bbox = 154105, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791672), count: 5, class_loss = 0.158487, iou_loss = 0.148436, total_loss = 0.306923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736117), count: 2, class_loss = 0.244852, iou_loss = 0.149539, total_loss = 0.394390 \n",
            " total_bbox = 154112, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804628), count: 3, class_loss = 0.218351, iou_loss = 0.048295, total_loss = 0.266646 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729381), count: 3, class_loss = 0.318656, iou_loss = 0.202353, total_loss = 0.521009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154118, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761151), count: 7, class_loss = 0.441612, iou_loss = 0.221497, total_loss = 0.663109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 154125, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780941), count: 3, class_loss = 0.160181, iou_loss = 0.110905, total_loss = 0.271086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756149), count: 2, class_loss = 0.035065, iou_loss = 0.105374, total_loss = 0.140439 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000085, iou_loss = 0.000000, total_loss = 0.000085 \n",
            " total_bbox = 154130, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790935), count: 5, class_loss = 0.443762, iou_loss = 0.139413, total_loss = 0.583175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 154135, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770465), count: 3, class_loss = 0.273780, iou_loss = 0.151883, total_loss = 0.425663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.880059), count: 2, class_loss = 0.297075, iou_loss = 0.017719, total_loss = 0.314794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 154140, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832998), count: 4, class_loss = 0.058132, iou_loss = 0.099028, total_loss = 0.157160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.681380), count: 6, class_loss = 0.550165, iou_loss = 0.491494, total_loss = 1.041660 \n",
            " total_bbox = 154150, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775947), count: 1, class_loss = 0.000838, iou_loss = 0.040863, total_loss = 0.041702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812112), count: 4, class_loss = 0.264502, iou_loss = 0.100299, total_loss = 0.364801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154155, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810257), count: 1, class_loss = 0.065538, iou_loss = 0.034794, total_loss = 0.100332 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841281), count: 3, class_loss = 0.422895, iou_loss = 0.061729, total_loss = 0.484625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154159, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819694), count: 1, class_loss = 0.000924, iou_loss = 0.037696, total_loss = 0.038620 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739197), count: 5, class_loss = 0.037301, iou_loss = 0.185735, total_loss = 0.223036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.772933), count: 2, class_loss = 0.201123, iou_loss = 0.105084, total_loss = 0.306207 \n",
            " total_bbox = 154167, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784184), count: 2, class_loss = 0.051063, iou_loss = 0.091612, total_loss = 0.142675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779609), count: 2, class_loss = 0.103603, iou_loss = 0.052019, total_loss = 0.155622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012273, iou_loss = 0.000000, total_loss = 0.012273 \n",
            " total_bbox = 154171, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000451, iou_loss = 0.000000, total_loss = 0.000451 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786175), count: 6, class_loss = 0.270548, iou_loss = 0.234918, total_loss = 0.505466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712523), count: 2, class_loss = 0.368315, iou_loss = 0.104302, total_loss = 0.472617 \n",
            " total_bbox = 154179, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000754, iou_loss = 0.000000, total_loss = 0.000754 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839663), count: 8, class_loss = 0.993441, iou_loss = 0.162185, total_loss = 1.155626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.650454), count: 1, class_loss = 0.121501, iou_loss = 0.102855, total_loss = 0.224356 \n",
            " total_bbox = 154188, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815292), count: 2, class_loss = 0.161865, iou_loss = 0.046078, total_loss = 0.207943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757312), count: 4, class_loss = 0.173814, iou_loss = 0.200915, total_loss = 0.374729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000607, iou_loss = 0.000000, total_loss = 0.000607 \n",
            " total_bbox = 154194, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738902), count: 1, class_loss = 0.000320, iou_loss = 0.053221, total_loss = 0.053541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770618), count: 8, class_loss = 1.054564, iou_loss = 0.507218, total_loss = 1.561782 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707394), count: 2, class_loss = 0.520373, iou_loss = 0.201831, total_loss = 0.722204 \n",
            " total_bbox = 154205, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1584/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1584: 0.264890, 0.220383 avg loss, 0.001000 rate, 4.061827 seconds, 101376 images, 3.973040 hours left\n",
            "Loaded: 0.000059 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003225, iou_loss = 0.000000, total_loss = 0.003225 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876878), count: 7, class_loss = 0.405842, iou_loss = 0.097120, total_loss = 0.502962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154212, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737602), count: 4, class_loss = 0.380264, iou_loss = 0.177107, total_loss = 0.557371 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.728730), count: 1, class_loss = 0.172383, iou_loss = 0.151772, total_loss = 0.324155 \n",
            " total_bbox = 154217, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799712), count: 1, class_loss = 0.094592, iou_loss = 0.038268, total_loss = 0.132860 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857307), count: 5, class_loss = 0.241542, iou_loss = 0.054232, total_loss = 0.295773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000156, iou_loss = 0.000000, total_loss = 0.000156 \n",
            " total_bbox = 154223, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733196), count: 1, class_loss = 0.014337, iou_loss = 0.051973, total_loss = 0.066310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814356), count: 9, class_loss = 0.557592, iou_loss = 0.271004, total_loss = 0.828596 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154233, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827437), count: 8, class_loss = 0.244916, iou_loss = 0.160077, total_loss = 0.404992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000304, iou_loss = 0.000000, total_loss = 0.000304 \n",
            " total_bbox = 154241, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.157444, iou_loss = 0.000000, total_loss = 0.157444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733758), count: 7, class_loss = 0.204599, iou_loss = 0.350936, total_loss = 0.555535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710083), count: 1, class_loss = 0.167195, iou_loss = 0.053659, total_loss = 0.220854 \n",
            " total_bbox = 154249, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870155), count: 1, class_loss = 0.000966, iou_loss = 0.013408, total_loss = 0.014374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833252), count: 5, class_loss = 0.115675, iou_loss = 0.100918, total_loss = 0.216592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 154255, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769174), count: 6, class_loss = 0.110904, iou_loss = 0.228267, total_loss = 0.339170 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.665895), count: 2, class_loss = 0.621652, iou_loss = 0.218742, total_loss = 0.840394 \n",
            " total_bbox = 154263, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763733), count: 1, class_loss = 0.000936, iou_loss = 0.026764, total_loss = 0.027700 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754998), count: 4, class_loss = 0.092219, iou_loss = 0.157014, total_loss = 0.249233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.541341), count: 1, class_loss = 0.105244, iou_loss = 0.162291, total_loss = 0.267535 \n",
            " total_bbox = 154269, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769713), count: 8, class_loss = 0.391534, iou_loss = 0.347505, total_loss = 0.739039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006879, iou_loss = 0.000000, total_loss = 0.006879 \n",
            " total_bbox = 154277, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776458), count: 4, class_loss = 0.235057, iou_loss = 0.273498, total_loss = 0.508555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005875, iou_loss = 0.000000, total_loss = 0.005875 \n",
            " total_bbox = 154281, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578500), count: 1, class_loss = 0.037346, iou_loss = 0.110175, total_loss = 0.147521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875656), count: 3, class_loss = 0.029788, iou_loss = 0.030853, total_loss = 0.060641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.487507), count: 2, class_loss = 0.461386, iou_loss = 0.931403, total_loss = 1.392789 \n",
            " total_bbox = 154287, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836450), count: 1, class_loss = 0.019631, iou_loss = 0.022172, total_loss = 0.041802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762384), count: 4, class_loss = 0.572395, iou_loss = 0.171813, total_loss = 0.744209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000285, iou_loss = 0.000000, total_loss = 0.000285 \n",
            " total_bbox = 154292, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767419), count: 4, class_loss = 0.412534, iou_loss = 0.155055, total_loss = 0.567589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.731147), count: 9, class_loss = 0.521941, iou_loss = 0.497056, total_loss = 1.018997 \n",
            " total_bbox = 154305, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856006), count: 7, class_loss = 0.511681, iou_loss = 0.138281, total_loss = 0.649962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.645419), count: 1, class_loss = 0.142264, iou_loss = 0.213049, total_loss = 0.355313 \n",
            " total_bbox = 154313, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847396), count: 6, class_loss = 0.118054, iou_loss = 0.105734, total_loss = 0.223789 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000092, iou_loss = 0.000000, total_loss = 0.000092 \n",
            " total_bbox = 154319, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1585/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1585: 0.259769, 0.224322 avg loss, 0.001000 rate, 4.038784 seconds, 101440 images, 3.960570 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545498), count: 1, class_loss = 0.169264, iou_loss = 0.145369, total_loss = 0.314633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786590), count: 3, class_loss = 0.495366, iou_loss = 0.120627, total_loss = 0.615993 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154323, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.777940), count: 6, class_loss = 0.045151, iou_loss = 0.163261, total_loss = 0.208411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001761, iou_loss = 0.000000, total_loss = 0.001761 \n",
            " total_bbox = 154329, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823711), count: 5, class_loss = 0.126898, iou_loss = 0.175980, total_loss = 0.302878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.614626), count: 1, class_loss = 0.068324, iou_loss = 0.128994, total_loss = 0.197318 \n",
            " total_bbox = 154335, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.094211, iou_loss = 0.000000, total_loss = 0.094211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761762), count: 5, class_loss = 0.797614, iou_loss = 0.177980, total_loss = 0.975594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.826235), count: 3, class_loss = 0.270568, iou_loss = 0.111281, total_loss = 0.381849 \n",
            " total_bbox = 154343, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803317), count: 7, class_loss = 0.231077, iou_loss = 0.224429, total_loss = 0.455506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504855), count: 2, class_loss = 0.572765, iou_loss = 0.956423, total_loss = 1.529188 \n",
            " total_bbox = 154352, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761191), count: 2, class_loss = 0.009811, iou_loss = 0.052590, total_loss = 0.062401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778108), count: 2, class_loss = 0.062807, iou_loss = 0.092594, total_loss = 0.155401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 154356, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001309, iou_loss = 0.000000, total_loss = 0.001309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851702), count: 4, class_loss = 0.139525, iou_loss = 0.072505, total_loss = 0.212030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 154360, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001658, iou_loss = 0.000000, total_loss = 0.001658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758632), count: 4, class_loss = 0.121832, iou_loss = 0.184642, total_loss = 0.306474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000082, iou_loss = 0.000000, total_loss = 0.000082 \n",
            " total_bbox = 154364, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806685), count: 4, class_loss = 0.035344, iou_loss = 0.211573, total_loss = 0.246917 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154368, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810003), count: 3, class_loss = 0.254406, iou_loss = 0.067761, total_loss = 0.322167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756173), count: 2, class_loss = 0.030395, iou_loss = 0.058427, total_loss = 0.088822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.103941, iou_loss = 0.000000, total_loss = 0.103941 \n",
            " total_bbox = 154373, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.803715), count: 2, class_loss = 0.000062, iou_loss = 0.044252, total_loss = 0.044314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804070), count: 4, class_loss = 0.440664, iou_loss = 0.125110, total_loss = 0.565774 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154379, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822233), count: 1, class_loss = 0.064829, iou_loss = 0.016261, total_loss = 0.081090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739998), count: 5, class_loss = 0.611861, iou_loss = 0.268668, total_loss = 0.880529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.298076), count: 1, class_loss = 0.224353, iou_loss = 0.852403, total_loss = 1.076757 \n",
            " total_bbox = 154386, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789161), count: 6, class_loss = 0.081771, iou_loss = 0.192264, total_loss = 0.274035 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678928), count: 2, class_loss = 0.044729, iou_loss = 0.195117, total_loss = 0.239845 \n",
            " total_bbox = 154394, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851331), count: 1, class_loss = 0.057419, iou_loss = 0.017461, total_loss = 0.074880 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827269), count: 4, class_loss = 0.104171, iou_loss = 0.085758, total_loss = 0.189930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154399, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.932513), count: 1, class_loss = 0.000134, iou_loss = 0.003688, total_loss = 0.003822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862757), count: 4, class_loss = 0.311037, iou_loss = 0.056986, total_loss = 0.368022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154404, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747552), count: 2, class_loss = 0.186107, iou_loss = 0.078026, total_loss = 0.264132 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.672769), count: 2, class_loss = 0.053910, iou_loss = 0.223297, total_loss = 0.277207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154408, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1586/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1586: 0.227478, 0.224637 avg loss, 0.001000 rate, 4.019337 seconds, 101504 images, 3.948058 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.663315), count: 1, class_loss = 0.044513, iou_loss = 0.087893, total_loss = 0.132405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808515), count: 4, class_loss = 0.352635, iou_loss = 0.107541, total_loss = 0.460176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.555659), count: 1, class_loss = 0.155294, iou_loss = 0.194889, total_loss = 0.350183 \n",
            " total_bbox = 154414, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802497), count: 3, class_loss = 0.057136, iou_loss = 0.084815, total_loss = 0.141951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865439), count: 2, class_loss = 0.002578, iou_loss = 0.048683, total_loss = 0.051261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 154419, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826161), count: 2, class_loss = 0.032510, iou_loss = 0.051881, total_loss = 0.084391 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668987), count: 3, class_loss = 0.258097, iou_loss = 0.219387, total_loss = 0.477484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 154424, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.053289, iou_loss = 0.000000, total_loss = 0.053289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.695423), count: 4, class_loss = 0.533678, iou_loss = 0.350154, total_loss = 0.883832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.817269), count: 1, class_loss = 0.062718, iou_loss = 0.019703, total_loss = 0.082420 \n",
            " total_bbox = 154429, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744839), count: 2, class_loss = 0.091258, iou_loss = 0.051685, total_loss = 0.142943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764456), count: 2, class_loss = 0.029140, iou_loss = 0.103562, total_loss = 0.132702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154432, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812335), count: 1, class_loss = 0.261547, iou_loss = 0.016011, total_loss = 0.277558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800741), count: 4, class_loss = 0.091208, iou_loss = 0.203759, total_loss = 0.294968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 154437, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000392, iou_loss = 0.000000, total_loss = 0.000392 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772014), count: 6, class_loss = 0.223695, iou_loss = 0.214781, total_loss = 0.438476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003122, iou_loss = 0.000000, total_loss = 0.003122 \n",
            " total_bbox = 154443, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808827), count: 2, class_loss = 0.008664, iou_loss = 0.042591, total_loss = 0.051255 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794703), count: 5, class_loss = 0.053003, iou_loss = 0.124383, total_loss = 0.177386 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.080102, iou_loss = 0.000000, total_loss = 0.080102 \n",
            " total_bbox = 154450, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742179), count: 1, class_loss = 0.044557, iou_loss = 0.030474, total_loss = 0.075030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767997), count: 6, class_loss = 0.106769, iou_loss = 0.211852, total_loss = 0.318622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.621172), count: 2, class_loss = 0.230762, iou_loss = 0.259548, total_loss = 0.490309 \n",
            " total_bbox = 154459, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000958, iou_loss = 0.000000, total_loss = 0.000958 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828613), count: 5, class_loss = 0.563990, iou_loss = 0.112863, total_loss = 0.676854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.774896), count: 6, class_loss = 0.777028, iou_loss = 0.658388, total_loss = 1.435416 \n",
            " total_bbox = 154470, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.880889), count: 1, class_loss = 0.107724, iou_loss = 0.008328, total_loss = 0.116052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800766), count: 3, class_loss = 0.014131, iou_loss = 0.099850, total_loss = 0.113981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000039, iou_loss = 0.000000, total_loss = 0.000039 \n",
            " total_bbox = 154474, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.904420), count: 1, class_loss = 0.000423, iou_loss = 0.016298, total_loss = 0.016721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802614), count: 5, class_loss = 0.083023, iou_loss = 0.138765, total_loss = 0.221788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000415, iou_loss = 0.000000, total_loss = 0.000415 \n",
            " total_bbox = 154480, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813098), count: 5, class_loss = 0.035422, iou_loss = 0.135935, total_loss = 0.171358 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.721018), count: 2, class_loss = 0.416379, iou_loss = 0.156942, total_loss = 0.573321 \n",
            " total_bbox = 154487, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802755), count: 2, class_loss = 0.022964, iou_loss = 0.062494, total_loss = 0.085459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772070), count: 3, class_loss = 0.099340, iou_loss = 0.203525, total_loss = 0.302866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.806881), count: 1, class_loss = 0.007936, iou_loss = 0.044110, total_loss = 0.052046 \n",
            " total_bbox = 154493, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000060, iou_loss = 0.000000, total_loss = 0.000060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798689), count: 4, class_loss = 0.151996, iou_loss = 0.102159, total_loss = 0.254155 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710968), count: 5, class_loss = 0.517981, iou_loss = 0.321972, total_loss = 0.839953 \n",
            " total_bbox = 154502, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816001), count: 1, class_loss = 0.000403, iou_loss = 0.018025, total_loss = 0.018428 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796539), count: 5, class_loss = 0.298353, iou_loss = 0.148078, total_loss = 0.446431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.790288), count: 1, class_loss = 0.249198, iou_loss = 0.045162, total_loss = 0.294360 \n",
            " total_bbox = 154509, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1587/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1587: 0.225436, 0.224717 avg loss, 0.001000 rate, 4.025716 seconds, 101568 images, 3.935530 hours left\n",
            "Loaded: 0.000054 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598919), count: 1, class_loss = 0.000556, iou_loss = 0.101449, total_loss = 0.102005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800143), count: 6, class_loss = 0.227709, iou_loss = 0.211420, total_loss = 0.439129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002211, iou_loss = 0.000000, total_loss = 0.002211 \n",
            " total_bbox = 154516, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780823), count: 1, class_loss = 0.001774, iou_loss = 0.026035, total_loss = 0.027809 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743185), count: 4, class_loss = 0.064609, iou_loss = 0.173886, total_loss = 0.238495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154521, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.903386), count: 1, class_loss = 0.037933, iou_loss = 0.008043, total_loss = 0.045976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757745), count: 4, class_loss = 0.505667, iou_loss = 0.131801, total_loss = 0.637469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.787501), count: 2, class_loss = 0.515869, iou_loss = 0.123612, total_loss = 0.639481 \n",
            " total_bbox = 154528, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780246), count: 1, class_loss = 0.016838, iou_loss = 0.025070, total_loss = 0.041908 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749260), count: 6, class_loss = 0.264035, iou_loss = 0.209301, total_loss = 0.473336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000692, iou_loss = 0.000000, total_loss = 0.000692 \n",
            " total_bbox = 154535, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.892458), count: 1, class_loss = 0.000028, iou_loss = 0.006656, total_loss = 0.006685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727630), count: 4, class_loss = 0.285043, iou_loss = 0.226054, total_loss = 0.511098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.815166), count: 3, class_loss = 0.149547, iou_loss = 0.099929, total_loss = 0.249476 \n",
            " total_bbox = 154543, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726109), count: 6, class_loss = 0.333771, iou_loss = 0.310073, total_loss = 0.643845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.199936), count: 1, class_loss = 0.207312, iou_loss = 0.430249, total_loss = 0.637561 \n",
            " total_bbox = 154550, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826405), count: 3, class_loss = 0.576099, iou_loss = 0.150160, total_loss = 0.726259 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.117232), count: 1, class_loss = 0.234530, iou_loss = 1.789983, total_loss = 2.024513 \n",
            " total_bbox = 154554, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865824), count: 1, class_loss = 0.001302, iou_loss = 0.009232, total_loss = 0.010534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717803), count: 3, class_loss = 0.424525, iou_loss = 0.310162, total_loss = 0.734688 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.909440), count: 1, class_loss = 0.130882, iou_loss = 0.009230, total_loss = 0.140111 \n",
            " total_bbox = 154559, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.667199), count: 1, class_loss = 0.094841, iou_loss = 0.056345, total_loss = 0.151186 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830549), count: 3, class_loss = 0.139331, iou_loss = 0.080261, total_loss = 0.219592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.841013), count: 1, class_loss = 0.000427, iou_loss = 0.023250, total_loss = 0.023677 \n",
            " total_bbox = 154564, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791297), count: 1, class_loss = 0.001191, iou_loss = 0.015173, total_loss = 0.016364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855000), count: 3, class_loss = 0.002631, iou_loss = 0.055862, total_loss = 0.058493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 154568, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763684), count: 2, class_loss = 0.073194, iou_loss = 0.066496, total_loss = 0.139691 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806548), count: 2, class_loss = 0.000615, iou_loss = 0.101568, total_loss = 0.102183 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154572, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686185), count: 5, class_loss = 0.055065, iou_loss = 0.592526, total_loss = 0.647591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000628, iou_loss = 0.000000, total_loss = 0.000628 \n",
            " total_bbox = 154577, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003455, iou_loss = 0.000000, total_loss = 0.003455 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.671577), count: 8, class_loss = 0.528715, iou_loss = 0.722002, total_loss = 1.250717 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.659527), count: 2, class_loss = 0.266856, iou_loss = 0.136244, total_loss = 0.403099 \n",
            " total_bbox = 154587, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.871450), count: 3, class_loss = 0.454722, iou_loss = 0.028838, total_loss = 0.483560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723754), count: 1, class_loss = 0.122802, iou_loss = 0.074117, total_loss = 0.196919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000090, iou_loss = 0.000000, total_loss = 0.000090 \n",
            " total_bbox = 154591, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821784), count: 2, class_loss = 0.000242, iou_loss = 0.036653, total_loss = 0.036894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607383), count: 2, class_loss = 0.238383, iou_loss = 0.209467, total_loss = 0.447850 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011305, iou_loss = 0.000000, total_loss = 0.011305 \n",
            " total_bbox = 154595, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771680), count: 1, class_loss = 0.001703, iou_loss = 0.034367, total_loss = 0.036069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732016), count: 5, class_loss = 0.345531, iou_loss = 0.233536, total_loss = 0.579067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000755, iou_loss = 0.000000, total_loss = 0.000755 \n",
            " total_bbox = 154601, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1588/4000: loss=0.3 hours left=3.9\u0007\n",
            " 1588: 0.273802, 0.229626 avg loss, 0.001000 rate, 4.036967 seconds, 101632 images, 3.923159 hours left\n",
            "Loaded: 0.000058 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719005), count: 1, class_loss = 0.014862, iou_loss = 0.065593, total_loss = 0.080455 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858391), count: 2, class_loss = 0.001373, iou_loss = 0.094770, total_loss = 0.096143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 154604, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849281), count: 1, class_loss = 0.039640, iou_loss = 0.010104, total_loss = 0.049744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873715), count: 4, class_loss = 0.075547, iou_loss = 0.057423, total_loss = 0.132970 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000086, iou_loss = 0.000000, total_loss = 0.000086 \n",
            " total_bbox = 154609, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870055), count: 1, class_loss = 0.004297, iou_loss = 0.008658, total_loss = 0.012955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808362), count: 3, class_loss = 0.062008, iou_loss = 0.070213, total_loss = 0.132221 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154613, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809707), count: 1, class_loss = 0.002018, iou_loss = 0.022376, total_loss = 0.024394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762725), count: 4, class_loss = 0.018970, iou_loss = 0.136320, total_loss = 0.155291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000495, iou_loss = 0.000000, total_loss = 0.000495 \n",
            " total_bbox = 154618, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751731), count: 6, class_loss = 0.394395, iou_loss = 0.326114, total_loss = 0.720510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.714657), count: 2, class_loss = 0.097546, iou_loss = 0.142417, total_loss = 0.239963 \n",
            " total_bbox = 154626, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848543), count: 2, class_loss = 0.001885, iou_loss = 0.043241, total_loss = 0.045127 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812636), count: 3, class_loss = 0.030364, iou_loss = 0.075208, total_loss = 0.105572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154631, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.921784), count: 1, class_loss = 0.000018, iou_loss = 0.002569, total_loss = 0.002587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819683), count: 4, class_loss = 0.011674, iou_loss = 0.112893, total_loss = 0.124567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.392929), count: 1, class_loss = 0.249351, iou_loss = 0.103475, total_loss = 0.352826 \n",
            " total_bbox = 154637, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837612), count: 2, class_loss = 0.147500, iou_loss = 0.025422, total_loss = 0.172923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804975), count: 2, class_loss = 0.023504, iou_loss = 0.067769, total_loss = 0.091274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 154641, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782623), count: 1, class_loss = 0.000675, iou_loss = 0.029671, total_loss = 0.030346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819691), count: 4, class_loss = 0.044994, iou_loss = 0.098244, total_loss = 0.143238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001771, iou_loss = 0.000000, total_loss = 0.001771 \n",
            " total_bbox = 154646, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765315), count: 6, class_loss = 0.609119, iou_loss = 0.193900, total_loss = 0.803019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.239617, iou_loss = 0.000000, total_loss = 0.239617 \n",
            " total_bbox = 154652, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673379), count: 2, class_loss = 0.245476, iou_loss = 0.132759, total_loss = 0.378235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868787), count: 3, class_loss = 0.098807, iou_loss = 0.033498, total_loss = 0.132305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.868454), count: 1, class_loss = 0.017998, iou_loss = 0.020361, total_loss = 0.038359 \n",
            " total_bbox = 154658, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.052844, iou_loss = 0.000000, total_loss = 0.052844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871890), count: 4, class_loss = 0.001017, iou_loss = 0.067544, total_loss = 0.068561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n",
            " total_bbox = 154662, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729980), count: 4, class_loss = 0.284007, iou_loss = 0.176106, total_loss = 0.460113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.650577), count: 2, class_loss = 0.327722, iou_loss = 0.237014, total_loss = 0.564736 \n",
            " total_bbox = 154668, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708783), count: 1, class_loss = 0.112651, iou_loss = 0.058996, total_loss = 0.171647 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772307), count: 4, class_loss = 0.250749, iou_loss = 0.157501, total_loss = 0.408250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 154673, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833268), count: 2, class_loss = 0.074632, iou_loss = 0.030385, total_loss = 0.105017 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819355), count: 3, class_loss = 0.036543, iou_loss = 0.054497, total_loss = 0.091040 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154678, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800253), count: 5, class_loss = 0.023907, iou_loss = 0.198093, total_loss = 0.222000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 154683, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1589/4000: loss=0.1 hours left=3.9\u0007\n",
            " 1589: 0.134402, 0.220103 avg loss, 0.001000 rate, 4.029086 seconds, 101696 images, 3.910975 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758239), count: 2, class_loss = 0.332458, iou_loss = 0.072001, total_loss = 0.404459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776747), count: 2, class_loss = 0.194288, iou_loss = 0.072388, total_loss = 0.266676 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.560651), count: 1, class_loss = 0.129974, iou_loss = 0.177120, total_loss = 0.307094 \n",
            " total_bbox = 154688, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768263), count: 2, class_loss = 0.066796, iou_loss = 0.066104, total_loss = 0.132900 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720590), count: 6, class_loss = 0.335416, iou_loss = 0.533074, total_loss = 0.868490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.584251), count: 1, class_loss = 0.112349, iou_loss = 0.191040, total_loss = 0.303390 \n",
            " total_bbox = 154697, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832714), count: 1, class_loss = 0.000426, iou_loss = 0.014984, total_loss = 0.015410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808354), count: 4, class_loss = 0.205105, iou_loss = 0.094989, total_loss = 0.300094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.869571), count: 1, class_loss = 0.057117, iou_loss = 0.012323, total_loss = 0.069440 \n",
            " total_bbox = 154703, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837815), count: 6, class_loss = 0.056301, iou_loss = 0.125547, total_loss = 0.181848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.620119), count: 1, class_loss = 0.386079, iou_loss = 0.111308, total_loss = 0.497387 \n",
            " total_bbox = 154710, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823494), count: 1, class_loss = 0.000016, iou_loss = 0.018554, total_loss = 0.018570 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708169), count: 3, class_loss = 0.096314, iou_loss = 0.248770, total_loss = 0.345085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678719), count: 1, class_loss = 0.072572, iou_loss = 0.216584, total_loss = 0.289156 \n",
            " total_bbox = 154715, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710815), count: 5, class_loss = 0.441940, iou_loss = 0.267671, total_loss = 0.709611 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.765416), count: 1, class_loss = 0.269250, iou_loss = 0.043590, total_loss = 0.312840 \n",
            " total_bbox = 154721, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000062, iou_loss = 0.000000, total_loss = 0.000062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829932), count: 6, class_loss = 0.170846, iou_loss = 0.134816, total_loss = 0.305662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637032), count: 1, class_loss = 0.040252, iou_loss = 0.099169, total_loss = 0.139421 \n",
            " total_bbox = 154728, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806455), count: 2, class_loss = 0.042103, iou_loss = 0.067097, total_loss = 0.109201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005325, iou_loss = 0.000000, total_loss = 0.005325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000655, iou_loss = 0.000000, total_loss = 0.000655 \n",
            " total_bbox = 154730, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868637), count: 1, class_loss = 0.000173, iou_loss = 0.011904, total_loss = 0.012077 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.894974), count: 4, class_loss = 0.084025, iou_loss = 0.041322, total_loss = 0.125347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000376, iou_loss = 0.000000, total_loss = 0.000376 \n",
            " total_bbox = 154735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689512), count: 1, class_loss = 0.001511, iou_loss = 0.049761, total_loss = 0.051272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794327), count: 3, class_loss = 0.021713, iou_loss = 0.110745, total_loss = 0.132458 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            " total_bbox = 154739, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000047, iou_loss = 0.000000, total_loss = 0.000047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821239), count: 4, class_loss = 0.006940, iou_loss = 0.075814, total_loss = 0.082754 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.424253), count: 1, class_loss = 0.173564, iou_loss = 0.428069, total_loss = 0.601634 \n",
            " total_bbox = 154744, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001663, iou_loss = 0.000000, total_loss = 0.001663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769281), count: 5, class_loss = 0.267187, iou_loss = 0.212266, total_loss = 0.479453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.812344), count: 1, class_loss = 0.214317, iou_loss = 0.034472, total_loss = 0.248789 \n",
            " total_bbox = 154750, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838187), count: 1, class_loss = 0.000105, iou_loss = 0.011618, total_loss = 0.011723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759805), count: 7, class_loss = 0.020517, iou_loss = 0.281888, total_loss = 0.302404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.769948), count: 1, class_loss = 0.183933, iou_loss = 0.023487, total_loss = 0.207421 \n",
            " total_bbox = 154759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.006574, iou_loss = 0.000000, total_loss = 0.006574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826536), count: 7, class_loss = 0.138650, iou_loss = 0.140445, total_loss = 0.279095 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.053131, iou_loss = 0.000000, total_loss = 0.053131 \n",
            " total_bbox = 154766, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683041), count: 2, class_loss = 0.277212, iou_loss = 0.099138, total_loss = 0.376350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779448), count: 2, class_loss = 0.001173, iou_loss = 0.094278, total_loss = 0.095451 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154770, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796305), count: 6, class_loss = 0.345917, iou_loss = 0.191737, total_loss = 0.537653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002452, iou_loss = 0.000000, total_loss = 0.002452 \n",
            " total_bbox = 154776, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1590/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1590: 0.191478, 0.217241 avg loss, 0.001000 rate, 4.047551 seconds, 101760 images, 3.898850 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 384 x 384 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000046 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799146), count: 5, class_loss = 0.023052, iou_loss = 0.117471, total_loss = 0.140523 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154781, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835390), count: 1, class_loss = 0.000211, iou_loss = 0.012549, total_loss = 0.012760 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901818), count: 2, class_loss = 0.181740, iou_loss = 0.011348, total_loss = 0.193088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.699506), count: 2, class_loss = 0.186082, iou_loss = 0.154814, total_loss = 0.340896 \n",
            " total_bbox = 154786, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793966), count: 4, class_loss = 0.000475, iou_loss = 0.138405, total_loss = 0.138880 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154790, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768641), count: 3, class_loss = 0.062145, iou_loss = 0.093021, total_loss = 0.155167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833315), count: 2, class_loss = 0.023389, iou_loss = 0.033980, total_loss = 0.057369 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771378), count: 1, class_loss = 0.000004, iou_loss = 0.020801, total_loss = 0.020805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776752), count: 3, class_loss = 0.104259, iou_loss = 0.136241, total_loss = 0.240500 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 154799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003105, iou_loss = 0.000000, total_loss = 0.003105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814361), count: 6, class_loss = 0.089990, iou_loss = 0.149809, total_loss = 0.239799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 154805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001091, iou_loss = 0.000000, total_loss = 0.001091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835218), count: 4, class_loss = 0.010193, iou_loss = 0.076096, total_loss = 0.086289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 154809, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810971), count: 1, class_loss = 0.000004, iou_loss = 0.017355, total_loss = 0.017359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.866947), count: 3, class_loss = 0.037471, iou_loss = 0.045735, total_loss = 0.083206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789961), count: 7, class_loss = 0.423723, iou_loss = 0.333032, total_loss = 0.756755 \n",
            " total_bbox = 154820, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875942), count: 4, class_loss = 0.327972, iou_loss = 0.053252, total_loss = 0.381224 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.752557), count: 1, class_loss = 0.035025, iou_loss = 0.027756, total_loss = 0.062781 \n",
            " total_bbox = 154825, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832939), count: 2, class_loss = 0.000091, iou_loss = 0.021240, total_loss = 0.021331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.879538), count: 4, class_loss = 0.008361, iou_loss = 0.052516, total_loss = 0.060877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154831, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849669), count: 9, class_loss = 0.122555, iou_loss = 0.204585, total_loss = 0.327139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.395642), count: 3, class_loss = 0.627527, iou_loss = 0.732286, total_loss = 1.359813 \n",
            " total_bbox = 154843, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873588), count: 1, class_loss = 0.000489, iou_loss = 0.011616, total_loss = 0.012104 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881096), count: 6, class_loss = 0.226456, iou_loss = 0.093563, total_loss = 0.320018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 154850, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.006571, iou_loss = 0.000000, total_loss = 0.006571 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796439), count: 8, class_loss = 0.366829, iou_loss = 0.242638, total_loss = 0.609467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.526606), count: 1, class_loss = 0.329702, iou_loss = 0.295730, total_loss = 0.625432 \n",
            " total_bbox = 154859, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805104), count: 6, class_loss = 0.010024, iou_loss = 0.151223, total_loss = 0.161247 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000480, iou_loss = 0.000000, total_loss = 0.000480 \n",
            " total_bbox = 154865, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825086), count: 5, class_loss = 0.094093, iou_loss = 0.160917, total_loss = 0.255010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154870, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807147), count: 2, class_loss = 0.064660, iou_loss = 0.045011, total_loss = 0.109671 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794742), count: 2, class_loss = 0.239328, iou_loss = 0.103280, total_loss = 0.342608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.689029), count: 1, class_loss = 0.267450, iou_loss = 0.107694, total_loss = 0.375144 \n",
            " total_bbox = 154875, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1591/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1591: 0.156638, 0.211181 avg loss, 0.001000 rate, 3.930519 seconds, 101824 images, 3.886958 hours left\n",
            "Loaded: 0.000052 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748811), count: 2, class_loss = 0.001157, iou_loss = 0.091365, total_loss = 0.092522 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799178), count: 2, class_loss = 0.011472, iou_loss = 0.050545, total_loss = 0.062016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001091, iou_loss = 0.000000, total_loss = 0.001091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813006), count: 4, class_loss = 0.067494, iou_loss = 0.100758, total_loss = 0.168252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002076, iou_loss = 0.000000, total_loss = 0.002076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779423), count: 5, class_loss = 0.147778, iou_loss = 0.156664, total_loss = 0.304442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 154888, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714175), count: 1, class_loss = 0.205078, iou_loss = 0.032769, total_loss = 0.237847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795878), count: 5, class_loss = 0.331678, iou_loss = 0.114400, total_loss = 0.446079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.620832), count: 1, class_loss = 0.195375, iou_loss = 0.144365, total_loss = 0.339740 \n",
            " total_bbox = 154895, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.898698), count: 1, class_loss = 0.000119, iou_loss = 0.005872, total_loss = 0.005991 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827486), count: 4, class_loss = 0.152280, iou_loss = 0.079036, total_loss = 0.231316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573747), count: 1, class_loss = 0.163922, iou_loss = 0.174611, total_loss = 0.338533 \n",
            " total_bbox = 154901, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758812), count: 2, class_loss = 0.171680, iou_loss = 0.074508, total_loss = 0.246188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823446), count: 3, class_loss = 0.026938, iou_loss = 0.092872, total_loss = 0.119811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.027646, iou_loss = 0.000000, total_loss = 0.027646 \n",
            " total_bbox = 154906, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709200), count: 1, class_loss = 0.000737, iou_loss = 0.072126, total_loss = 0.072862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775115), count: 5, class_loss = 0.018821, iou_loss = 0.203476, total_loss = 0.222297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 154912, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000071, iou_loss = 0.000000, total_loss = 0.000071 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801854), count: 5, class_loss = 0.104054, iou_loss = 0.186731, total_loss = 0.290785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.927163), count: 1, class_loss = 0.131429, iou_loss = 0.002764, total_loss = 0.134193 \n",
            " total_bbox = 154918, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769402), count: 1, class_loss = 0.008289, iou_loss = 0.028491, total_loss = 0.036780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774606), count: 3, class_loss = 0.018344, iou_loss = 0.111017, total_loss = 0.129360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003205, iou_loss = 0.000000, total_loss = 0.003205 \n",
            " total_bbox = 154922, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835336), count: 1, class_loss = 0.000039, iou_loss = 0.014820, total_loss = 0.014859 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771158), count: 4, class_loss = 0.053221, iou_loss = 0.198553, total_loss = 0.251774 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000706, iou_loss = 0.000000, total_loss = 0.000706 \n",
            " total_bbox = 154927, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.923307), count: 1, class_loss = 0.000011, iou_loss = 0.008950, total_loss = 0.008961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832836), count: 5, class_loss = 0.154172, iou_loss = 0.126527, total_loss = 0.280699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.502157), count: 1, class_loss = 0.441768, iou_loss = 0.145899, total_loss = 0.587667 \n",
            " total_bbox = 154934, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758012), count: 6, class_loss = 0.280526, iou_loss = 0.334415, total_loss = 0.614940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.569311), count: 1, class_loss = 0.123258, iou_loss = 0.187244, total_loss = 0.310502 \n",
            " total_bbox = 154941, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.148787, iou_loss = 0.000000, total_loss = 0.148787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804386), count: 5, class_loss = 0.430777, iou_loss = 0.128542, total_loss = 0.559320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006910, iou_loss = 0.000000, total_loss = 0.006910 \n",
            " total_bbox = 154946, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774930), count: 1, class_loss = 0.011803, iou_loss = 0.046391, total_loss = 0.058194 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768032), count: 4, class_loss = 0.045087, iou_loss = 0.212097, total_loss = 0.257184 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.587015), count: 1, class_loss = 0.200203, iou_loss = 0.104871, total_loss = 0.305074 \n",
            " total_bbox = 154952, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.010367, iou_loss = 0.000000, total_loss = 0.010367 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807193), count: 6, class_loss = 0.218596, iou_loss = 0.176445, total_loss = 0.395040 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 154958, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792079), count: 4, class_loss = 0.067591, iou_loss = 0.195563, total_loss = 0.263154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.860405), count: 2, class_loss = 0.271269, iou_loss = 0.048988, total_loss = 0.320256 \n",
            " total_bbox = 154964, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1592/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1592: 0.164740, 0.206537 avg loss, 0.001000 rate, 4.052628 seconds, 101888 images, 3.874390 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848314), count: 2, class_loss = 0.000016, iou_loss = 0.022818, total_loss = 0.022834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828279), count: 3, class_loss = 0.235370, iou_loss = 0.060559, total_loss = 0.295929 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154969, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838967), count: 5, class_loss = 0.314909, iou_loss = 0.100640, total_loss = 0.415550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 154974, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829011), count: 5, class_loss = 0.263158, iou_loss = 0.124390, total_loss = 0.387548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 154979, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782039), count: 7, class_loss = 0.632704, iou_loss = 0.301211, total_loss = 0.933915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 154986, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000072, iou_loss = 0.000000, total_loss = 0.000072 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.753301), count: 7, class_loss = 0.418389, iou_loss = 0.307516, total_loss = 0.725905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000124, iou_loss = 0.000000, total_loss = 0.000124 \n",
            " total_bbox = 154993, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003610, iou_loss = 0.000000, total_loss = 0.003610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829889), count: 6, class_loss = 0.201844, iou_loss = 0.158333, total_loss = 0.360177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.452169), count: 2, class_loss = 0.305011, iou_loss = 1.295062, total_loss = 1.600072 \n",
            " total_bbox = 155001, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740752), count: 1, class_loss = 0.032339, iou_loss = 0.040979, total_loss = 0.073318 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819283), count: 6, class_loss = 0.209878, iou_loss = 0.180908, total_loss = 0.390786 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.701455), count: 1, class_loss = 0.081900, iou_loss = 0.080037, total_loss = 0.161938 \n",
            " total_bbox = 155009, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.742763), count: 1, class_loss = 0.000099, iou_loss = 0.039889, total_loss = 0.039988 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816033), count: 3, class_loss = 0.105501, iou_loss = 0.087122, total_loss = 0.192623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 155013, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.904326), count: 1, class_loss = 0.001393, iou_loss = 0.011984, total_loss = 0.013377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804113), count: 5, class_loss = 0.241404, iou_loss = 0.145615, total_loss = 0.387019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.767101), count: 3, class_loss = 0.073409, iou_loss = 0.112082, total_loss = 0.185490 \n",
            " total_bbox = 155022, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000044, iou_loss = 0.000000, total_loss = 0.000044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848311), count: 5, class_loss = 0.069723, iou_loss = 0.104885, total_loss = 0.174608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.679276), count: 1, class_loss = 0.170033, iou_loss = 0.111771, total_loss = 0.281804 \n",
            " total_bbox = 155028, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.771686), count: 1, class_loss = 0.002474, iou_loss = 0.028155, total_loss = 0.030628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803207), count: 3, class_loss = 0.149734, iou_loss = 0.078361, total_loss = 0.228094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 155032, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848651), count: 1, class_loss = 0.003381, iou_loss = 0.012700, total_loss = 0.016082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783202), count: 3, class_loss = 0.244235, iou_loss = 0.095436, total_loss = 0.339671 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155036, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757423), count: 4, class_loss = 0.369405, iou_loss = 0.138922, total_loss = 0.508327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.686956), count: 7, class_loss = 0.846840, iou_loss = 0.662047, total_loss = 1.508887 \n",
            " total_bbox = 155047, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002654, iou_loss = 0.000000, total_loss = 0.002654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786159), count: 6, class_loss = 0.058474, iou_loss = 0.167248, total_loss = 0.225722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.722716), count: 2, class_loss = 0.340859, iou_loss = 0.111081, total_loss = 0.451940 \n",
            " total_bbox = 155055, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716137), count: 1, class_loss = 0.011930, iou_loss = 0.030344, total_loss = 0.042274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763941), count: 4, class_loss = 0.223070, iou_loss = 0.235119, total_loss = 0.458190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.838157), count: 1, class_loss = 0.155369, iou_loss = 0.014054, total_loss = 0.169422 \n",
            " total_bbox = 155061, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796103), count: 1, class_loss = 0.061123, iou_loss = 0.020249, total_loss = 0.081372 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872791), count: 3, class_loss = 0.120014, iou_loss = 0.028949, total_loss = 0.148963 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155065, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1593/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1593: 0.226229, 0.208506 avg loss, 0.001000 rate, 4.031462 seconds, 101952 images, 3.862754 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000155, iou_loss = 0.000000, total_loss = 0.000155 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837177), count: 5, class_loss = 0.458262, iou_loss = 0.139592, total_loss = 0.597854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.276877, iou_loss = 1.477183, total_loss = 1.754060 \n",
            " total_bbox = 155071, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.889565), count: 2, class_loss = 0.015196, iou_loss = 0.033825, total_loss = 0.049021 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.285876), count: 1, class_loss = 0.160477, iou_loss = 0.959975, total_loss = 1.120452 \n",
            " total_bbox = 155074, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870189), count: 4, class_loss = 0.075192, iou_loss = 0.108498, total_loss = 0.183689 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 155078, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677869), count: 1, class_loss = 0.000005, iou_loss = 0.051081, total_loss = 0.051085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768665), count: 7, class_loss = 0.482050, iou_loss = 0.209210, total_loss = 0.691261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.390386), count: 1, class_loss = 0.220657, iou_loss = 0.514772, total_loss = 0.735430 \n",
            " total_bbox = 155087, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834973), count: 1, class_loss = 0.176382, iou_loss = 0.016333, total_loss = 0.192715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700763), count: 1, class_loss = 0.002640, iou_loss = 0.071235, total_loss = 0.073875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813276), count: 1, class_loss = 0.007801, iou_loss = 0.029849, total_loss = 0.037650 \n",
            " total_bbox = 155090, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920293), count: 1, class_loss = 0.087308, iou_loss = 0.006982, total_loss = 0.094290 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749717), count: 4, class_loss = 0.325888, iou_loss = 0.224736, total_loss = 0.550624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002398, iou_loss = 0.000000, total_loss = 0.002398 \n",
            " total_bbox = 155095, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824589), count: 2, class_loss = 0.001605, iou_loss = 0.034537, total_loss = 0.036141 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768596), count: 3, class_loss = 0.039758, iou_loss = 0.116113, total_loss = 0.155872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000109, iou_loss = 0.000000, total_loss = 0.000109 \n",
            " total_bbox = 155100, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000670, iou_loss = 0.000000, total_loss = 0.000670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750600), count: 6, class_loss = 0.299745, iou_loss = 0.232444, total_loss = 0.532188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.221103, iou_loss = 0.000000, total_loss = 0.221103 \n",
            " total_bbox = 155106, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824521), count: 2, class_loss = 0.000159, iou_loss = 0.038386, total_loss = 0.038545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872524), count: 3, class_loss = 0.127083, iou_loss = 0.050412, total_loss = 0.177495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155111, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772961), count: 4, class_loss = 0.365551, iou_loss = 0.149893, total_loss = 0.515444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.697286), count: 1, class_loss = 0.075849, iou_loss = 0.117715, total_loss = 0.193564 \n",
            " total_bbox = 155116, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802259), count: 1, class_loss = 0.000144, iou_loss = 0.020477, total_loss = 0.020621 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778442), count: 4, class_loss = 0.028476, iou_loss = 0.127726, total_loss = 0.156202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.784664), count: 3, class_loss = 0.057340, iou_loss = 0.152032, total_loss = 0.209372 \n",
            " total_bbox = 155124, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782938), count: 6, class_loss = 0.228911, iou_loss = 0.193132, total_loss = 0.422043 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.775068), count: 1, class_loss = 0.159180, iou_loss = 0.022416, total_loss = 0.181596 \n",
            " total_bbox = 155131, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844301), count: 4, class_loss = 0.022169, iou_loss = 0.079923, total_loss = 0.102092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155135, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.029670, iou_loss = 0.000000, total_loss = 0.029670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810416), count: 4, class_loss = 0.489963, iou_loss = 0.172079, total_loss = 0.662041 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 155139, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721191), count: 2, class_loss = 0.059230, iou_loss = 0.089730, total_loss = 0.148960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769802), count: 3, class_loss = 0.091760, iou_loss = 0.114469, total_loss = 0.206229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 155144, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820237), count: 1, class_loss = 0.000141, iou_loss = 0.014660, total_loss = 0.014801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782717), count: 5, class_loss = 0.100592, iou_loss = 0.304963, total_loss = 0.405555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013995, iou_loss = 0.000000, total_loss = 0.013995 \n",
            " total_bbox = 155150, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1594/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1594: 0.220394, 0.209695 avg loss, 0.001000 rate, 4.049533 seconds, 102016 images, 3.851082 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000251, iou_loss = 0.000000, total_loss = 0.000251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825295), count: 7, class_loss = 0.065682, iou_loss = 0.141891, total_loss = 0.207574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155157, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816589), count: 1, class_loss = 0.001747, iou_loss = 0.030841, total_loss = 0.032588 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733013), count: 4, class_loss = 0.364968, iou_loss = 0.240510, total_loss = 0.605477 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.617054), count: 4, class_loss = 0.630143, iou_loss = 0.572225, total_loss = 1.202368 \n",
            " total_bbox = 155166, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.897891), count: 1, class_loss = 0.110979, iou_loss = 0.006212, total_loss = 0.117190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794586), count: 6, class_loss = 0.878940, iou_loss = 0.297485, total_loss = 1.176425 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007078, iou_loss = 0.000000, total_loss = 0.007078 \n",
            " total_bbox = 155173, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846691), count: 6, class_loss = 0.273314, iou_loss = 0.199193, total_loss = 0.472507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000152, iou_loss = 0.000000, total_loss = 0.000152 \n",
            " total_bbox = 155179, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744000), count: 1, class_loss = 0.000006, iou_loss = 0.047593, total_loss = 0.047599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743318), count: 3, class_loss = 0.197463, iou_loss = 0.202833, total_loss = 0.400296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155183, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729687), count: 2, class_loss = 0.062273, iou_loss = 0.076494, total_loss = 0.138767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.889985), count: 3, class_loss = 0.079182, iou_loss = 0.033113, total_loss = 0.112295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 155188, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.008782, iou_loss = 0.000000, total_loss = 0.008782 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801876), count: 7, class_loss = 0.413762, iou_loss = 0.157097, total_loss = 0.570859 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.652502), count: 3, class_loss = 0.563722, iou_loss = 0.253083, total_loss = 0.816804 \n",
            " total_bbox = 155198, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772214), count: 5, class_loss = 0.376106, iou_loss = 0.190283, total_loss = 0.566390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.739651), count: 4, class_loss = 0.504822, iou_loss = 0.307777, total_loss = 0.812599 \n",
            " total_bbox = 155207, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736100), count: 2, class_loss = 0.104275, iou_loss = 0.082300, total_loss = 0.186576 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678338), count: 4, class_loss = 0.062949, iou_loss = 0.276216, total_loss = 0.339165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734653), count: 2, class_loss = 0.256378, iou_loss = 0.131860, total_loss = 0.388238 \n",
            " total_bbox = 155215, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837517), count: 6, class_loss = 0.039802, iou_loss = 0.102191, total_loss = 0.141993 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.606923), count: 1, class_loss = 0.171482, iou_loss = 0.150261, total_loss = 0.321743 \n",
            " total_bbox = 155222, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757883), count: 1, class_loss = 0.000668, iou_loss = 0.033826, total_loss = 0.034495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788222), count: 4, class_loss = 0.037451, iou_loss = 0.147614, total_loss = 0.185065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155227, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.943149), count: 1, class_loss = 0.205393, iou_loss = 0.001839, total_loss = 0.207232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787633), count: 4, class_loss = 0.402517, iou_loss = 0.173376, total_loss = 0.575893 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.893352), count: 1, class_loss = 0.200997, iou_loss = 0.027390, total_loss = 0.228387 \n",
            " total_bbox = 155233, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864438), count: 1, class_loss = 0.001613, iou_loss = 0.009917, total_loss = 0.011529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784240), count: 3, class_loss = 0.075779, iou_loss = 0.099582, total_loss = 0.175360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.782516), count: 2, class_loss = 0.328280, iou_loss = 0.076906, total_loss = 0.405186 \n",
            " total_bbox = 155239, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000212, iou_loss = 0.000000, total_loss = 0.000212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738279), count: 6, class_loss = 0.573613, iou_loss = 0.374607, total_loss = 0.948220 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000731, iou_loss = 0.000000, total_loss = 0.000731 \n",
            " total_bbox = 155245, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833891), count: 1, class_loss = 0.000160, iou_loss = 0.011395, total_loss = 0.011555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808581), count: 5, class_loss = 0.336975, iou_loss = 0.183692, total_loss = 0.520667 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155251, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786527), count: 2, class_loss = 0.182140, iou_loss = 0.051490, total_loss = 0.233630 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794826), count: 5, class_loss = 0.338533, iou_loss = 0.173567, total_loss = 0.512101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.909523), count: 1, class_loss = 0.083059, iou_loss = 0.010166, total_loss = 0.093226 \n",
            " total_bbox = 155259, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1595/4000: loss=0.3 hours left=3.8\u0007\n",
            " 1595: 0.267027, 0.215428 avg loss, 0.001000 rate, 4.031259 seconds, 102080 images, 3.839636 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775062), count: 2, class_loss = 0.111022, iou_loss = 0.041323, total_loss = 0.152345 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823443), count: 3, class_loss = 0.112378, iou_loss = 0.059404, total_loss = 0.171781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.621394), count: 1, class_loss = 0.093851, iou_loss = 0.105263, total_loss = 0.199114 \n",
            " total_bbox = 155265, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785863), count: 6, class_loss = 0.487467, iou_loss = 0.232883, total_loss = 0.720350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155271, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.736236), count: 1, class_loss = 0.062247, iou_loss = 0.069023, total_loss = 0.131270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875036), count: 3, class_loss = 0.203664, iou_loss = 0.027318, total_loss = 0.230981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585305), count: 1, class_loss = 0.276604, iou_loss = 0.173978, total_loss = 0.450581 \n",
            " total_bbox = 155276, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814405), count: 8, class_loss = 0.075512, iou_loss = 0.277043, total_loss = 0.352555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.066185, iou_loss = 0.000000, total_loss = 0.066185 \n",
            " total_bbox = 155284, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756461), count: 5, class_loss = 0.204698, iou_loss = 0.187530, total_loss = 0.392228 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.730621), count: 4, class_loss = 0.380964, iou_loss = 0.967602, total_loss = 1.348565 \n",
            " total_bbox = 155293, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796075), count: 5, class_loss = 0.472335, iou_loss = 0.238409, total_loss = 0.710743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.823804), count: 1, class_loss = 0.014161, iou_loss = 0.048598, total_loss = 0.062759 \n",
            " total_bbox = 155299, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844091), count: 5, class_loss = 0.025735, iou_loss = 0.103890, total_loss = 0.129625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000115, iou_loss = 0.000000, total_loss = 0.000115 \n",
            " total_bbox = 155304, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739824), count: 1, class_loss = 0.060203, iou_loss = 0.041441, total_loss = 0.101645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773321), count: 7, class_loss = 0.147112, iou_loss = 0.282277, total_loss = 0.429389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.811888), count: 1, class_loss = 0.131958, iou_loss = 0.019594, total_loss = 0.151551 \n",
            " total_bbox = 155313, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818520), count: 4, class_loss = 0.203679, iou_loss = 0.104526, total_loss = 0.308205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000583, iou_loss = 0.000000, total_loss = 0.000583 \n",
            " total_bbox = 155317, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789950), count: 6, class_loss = 0.074737, iou_loss = 0.167201, total_loss = 0.241939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000843, iou_loss = 0.000000, total_loss = 0.000843 \n",
            " total_bbox = 155323, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819280), count: 3, class_loss = 0.250484, iou_loss = 0.053987, total_loss = 0.304471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801865), count: 4, class_loss = 0.018598, iou_loss = 0.108272, total_loss = 0.126871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000032, iou_loss = 0.000000, total_loss = 0.000032 \n",
            " total_bbox = 155330, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751145), count: 1, class_loss = 0.198894, iou_loss = 0.043151, total_loss = 0.242044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784375), count: 5, class_loss = 0.116047, iou_loss = 0.121427, total_loss = 0.237474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001338, iou_loss = 0.000000, total_loss = 0.001338 \n",
            " total_bbox = 155336, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844174), count: 7, class_loss = 0.356439, iou_loss = 0.196230, total_loss = 0.552669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000208, iou_loss = 0.000000, total_loss = 0.000208 \n",
            " total_bbox = 155343, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807995), count: 6, class_loss = 0.182886, iou_loss = 0.151829, total_loss = 0.334715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.439947), count: 2, class_loss = 0.407472, iou_loss = 0.770525, total_loss = 1.177998 \n",
            " total_bbox = 155351, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766636), count: 1, class_loss = 0.000089, iou_loss = 0.031883, total_loss = 0.031971 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837991), count: 2, class_loss = 0.001215, iou_loss = 0.039672, total_loss = 0.040888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.793474), count: 1, class_loss = 0.001507, iou_loss = 0.043172, total_loss = 0.044679 \n",
            " total_bbox = 155355, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786591), count: 1, class_loss = 0.006301, iou_loss = 0.018658, total_loss = 0.024960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784901), count: 3, class_loss = 0.134648, iou_loss = 0.080014, total_loss = 0.214662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543383), count: 1, class_loss = 0.211246, iou_loss = 0.264120, total_loss = 0.475366 \n",
            " total_bbox = 155360, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1596/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1596: 0.211744, 0.215059 avg loss, 0.001000 rate, 4.066576 seconds, 102144 images, 3.828172 hours left\n",
            "Loaded: 0.000039 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805324), count: 1, class_loss = 0.000154, iou_loss = 0.019406, total_loss = 0.019561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.701929), count: 5, class_loss = 0.163435, iou_loss = 0.351330, total_loss = 0.514764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155366, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.837349), count: 2, class_loss = 0.004262, iou_loss = 0.042792, total_loss = 0.047053 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.633761), count: 3, class_loss = 0.362388, iou_loss = 0.273181, total_loss = 0.635569 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.028337, iou_loss = 0.000000, total_loss = 0.028337 \n",
            " total_bbox = 155371, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805432), count: 1, class_loss = 0.260922, iou_loss = 0.015522, total_loss = 0.276444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835171), count: 9, class_loss = 0.378760, iou_loss = 0.163476, total_loss = 0.542236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.684901), count: 1, class_loss = 0.250735, iou_loss = 0.073145, total_loss = 0.323879 \n",
            " total_bbox = 155382, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794757), count: 2, class_loss = 0.034628, iou_loss = 0.046535, total_loss = 0.081163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848210), count: 2, class_loss = 0.181624, iou_loss = 0.019985, total_loss = 0.201609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 155386, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.899169), count: 1, class_loss = 0.028827, iou_loss = 0.013304, total_loss = 0.042132 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700264), count: 3, class_loss = 0.176857, iou_loss = 0.181057, total_loss = 0.357914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012022, iou_loss = 0.000000, total_loss = 0.012022 \n",
            " total_bbox = 155390, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799984), count: 1, class_loss = 0.002955, iou_loss = 0.021368, total_loss = 0.024324 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.732660), count: 3, class_loss = 0.000463, iou_loss = 0.186607, total_loss = 0.187070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155394, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821167), count: 5, class_loss = 0.403322, iou_loss = 0.128404, total_loss = 0.531726 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.054211, iou_loss = 0.000000, total_loss = 0.054211 \n",
            " total_bbox = 155399, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797367), count: 5, class_loss = 0.098135, iou_loss = 0.132285, total_loss = 0.230420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 155404, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696387), count: 1, class_loss = 0.013087, iou_loss = 0.068958, total_loss = 0.082044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771922), count: 3, class_loss = 0.057817, iou_loss = 0.095067, total_loss = 0.152884 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155408, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799575), count: 1, class_loss = 0.000547, iou_loss = 0.023624, total_loss = 0.024170 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854265), count: 2, class_loss = 0.021726, iou_loss = 0.036787, total_loss = 0.058514 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.734623), count: 2, class_loss = 0.103890, iou_loss = 0.180446, total_loss = 0.284336 \n",
            " total_bbox = 155413, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831682), count: 1, class_loss = 0.008888, iou_loss = 0.023043, total_loss = 0.031932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776983), count: 6, class_loss = 0.113882, iou_loss = 0.181268, total_loss = 0.295150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.789622), count: 1, class_loss = 0.219202, iou_loss = 0.103365, total_loss = 0.322567 \n",
            " total_bbox = 155421, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788731), count: 2, class_loss = 0.037520, iou_loss = 0.050591, total_loss = 0.088111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759800), count: 5, class_loss = 0.179540, iou_loss = 0.204665, total_loss = 0.384205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591415), count: 2, class_loss = 0.262433, iou_loss = 0.250637, total_loss = 0.513070 \n",
            " total_bbox = 155430, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001185, iou_loss = 0.000000, total_loss = 0.001185 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828306), count: 4, class_loss = 0.100527, iou_loss = 0.086563, total_loss = 0.187090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 155434, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801421), count: 5, class_loss = 0.452182, iou_loss = 0.186288, total_loss = 0.638471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.743787), count: 1, class_loss = 0.046115, iou_loss = 0.038667, total_loss = 0.084782 \n",
            " total_bbox = 155440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000065, iou_loss = 0.000000, total_loss = 0.000065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865895), count: 5, class_loss = 0.104870, iou_loss = 0.078557, total_loss = 0.183426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155445, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.906897), count: 1, class_loss = 0.007846, iou_loss = 0.003025, total_loss = 0.010871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769682), count: 4, class_loss = 0.017228, iou_loss = 0.276298, total_loss = 0.293526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155450, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1597/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1597: 0.161393, 0.209693 avg loss, 0.001000 rate, 4.043142 seconds, 102208 images, 3.817046 hours left\n",
            "Loaded: 0.000041 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802296), count: 2, class_loss = 0.002693, iou_loss = 0.049102, total_loss = 0.051795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790095), count: 3, class_loss = 0.187676, iou_loss = 0.092515, total_loss = 0.280191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.667136), count: 1, class_loss = 0.228980, iou_loss = 0.097204, total_loss = 0.326185 \n",
            " total_bbox = 155456, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845234), count: 1, class_loss = 0.000703, iou_loss = 0.015896, total_loss = 0.016599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842294), count: 5, class_loss = 0.005554, iou_loss = 0.112035, total_loss = 0.117589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.451818), count: 1, class_loss = 0.291297, iou_loss = 0.109252, total_loss = 0.400548 \n",
            " total_bbox = 155463, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809365), count: 6, class_loss = 0.275938, iou_loss = 0.147401, total_loss = 0.423338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001649, iou_loss = 0.000000, total_loss = 0.001649 \n",
            " total_bbox = 155469, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817147), count: 6, class_loss = 0.020169, iou_loss = 0.157270, total_loss = 0.177439 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001686, iou_loss = 0.000000, total_loss = 0.001686 \n",
            " total_bbox = 155475, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911726), count: 1, class_loss = 0.004357, iou_loss = 0.002774, total_loss = 0.007131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754525), count: 4, class_loss = 0.210471, iou_loss = 0.185043, total_loss = 0.395513 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009671, iou_loss = 0.000000, total_loss = 0.009671 \n",
            " total_bbox = 155480, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.946745), count: 1, class_loss = 0.003232, iou_loss = 0.000999, total_loss = 0.004231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803138), count: 3, class_loss = 0.010001, iou_loss = 0.086954, total_loss = 0.096955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 155484, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.891040), count: 2, class_loss = 0.002423, iou_loss = 0.020236, total_loss = 0.022659 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838388), count: 4, class_loss = 0.224343, iou_loss = 0.081155, total_loss = 0.305498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155490, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.931740), count: 1, class_loss = 0.000014, iou_loss = 0.003921, total_loss = 0.003935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778898), count: 6, class_loss = 0.173236, iou_loss = 0.228366, total_loss = 0.401602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.766033), count: 2, class_loss = 0.495459, iou_loss = 0.095016, total_loss = 0.590475 \n",
            " total_bbox = 155499, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704816), count: 1, class_loss = 0.000150, iou_loss = 0.046436, total_loss = 0.046586 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804420), count: 5, class_loss = 0.328391, iou_loss = 0.134833, total_loss = 0.463224 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.458597), count: 1, class_loss = 0.303910, iou_loss = 0.374919, total_loss = 0.678830 \n",
            " total_bbox = 155506, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001490, iou_loss = 0.000000, total_loss = 0.001490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774032), count: 6, class_loss = 0.015971, iou_loss = 0.169166, total_loss = 0.185137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000060, iou_loss = 0.000000, total_loss = 0.000060 \n",
            " total_bbox = 155512, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.030847, iou_loss = 0.000000, total_loss = 0.030847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802864), count: 6, class_loss = 0.289106, iou_loss = 0.312015, total_loss = 0.601121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.574409), count: 1, class_loss = 0.236512, iou_loss = 0.135645, total_loss = 0.372157 \n",
            " total_bbox = 155518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866291), count: 1, class_loss = 0.000011, iou_loss = 0.024462, total_loss = 0.024473 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789038), count: 6, class_loss = 0.089044, iou_loss = 0.172090, total_loss = 0.261134 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.780582), count: 1, class_loss = 0.057354, iou_loss = 0.050210, total_loss = 0.107565 \n",
            " total_bbox = 155526, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.961781), count: 1, class_loss = 0.029466, iou_loss = 0.000761, total_loss = 0.030227 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814761), count: 5, class_loss = 0.316406, iou_loss = 0.145367, total_loss = 0.461772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001913, iou_loss = 0.000000, total_loss = 0.001913 \n",
            " total_bbox = 155532, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920031), count: 1, class_loss = 0.005917, iou_loss = 0.013914, total_loss = 0.019831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760368), count: 6, class_loss = 0.502179, iou_loss = 0.270939, total_loss = 0.773118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.766366), count: 6, class_loss = 0.424872, iou_loss = 0.277279, total_loss = 0.702151 \n",
            " total_bbox = 155545, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.076925, iou_loss = 0.000000, total_loss = 0.076925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804698), count: 8, class_loss = 0.416713, iou_loss = 0.194831, total_loss = 0.611544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.778393), count: 2, class_loss = 0.170948, iou_loss = 0.082373, total_loss = 0.253320 \n",
            " total_bbox = 155555, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792114), count: 5, class_loss = 0.149321, iou_loss = 0.159462, total_loss = 0.308782 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670329), count: 1, class_loss = 0.122966, iou_loss = 0.136961, total_loss = 0.259928 \n",
            " total_bbox = 155561, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1598/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1598: 0.206393, 0.209363 avg loss, 0.001000 rate, 4.033620 seconds, 102272 images, 3.805864 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608242), count: 1, class_loss = 0.271150, iou_loss = 0.077086, total_loss = 0.348236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810453), count: 3, class_loss = 0.052826, iou_loss = 0.165286, total_loss = 0.218113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155565, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861547), count: 1, class_loss = 0.004571, iou_loss = 0.007332, total_loss = 0.011903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850242), count: 3, class_loss = 0.002003, iou_loss = 0.121574, total_loss = 0.123577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155569, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.143759, iou_loss = 0.000000, total_loss = 0.143759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834391), count: 4, class_loss = 0.128817, iou_loss = 0.065401, total_loss = 0.194218 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155573, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793421), count: 5, class_loss = 0.370263, iou_loss = 0.191435, total_loss = 0.561698 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000238, iou_loss = 0.000000, total_loss = 0.000238 \n",
            " total_bbox = 155578, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555558), count: 2, class_loss = 0.314237, iou_loss = 0.242403, total_loss = 0.556641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639176), count: 2, class_loss = 0.126646, iou_loss = 0.155544, total_loss = 0.282191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 155582, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847182), count: 2, class_loss = 0.005419, iou_loss = 0.021670, total_loss = 0.027088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786540), count: 4, class_loss = 0.123215, iou_loss = 0.120698, total_loss = 0.243913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155588, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725781), count: 1, class_loss = 0.050063, iou_loss = 0.044956, total_loss = 0.095019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722753), count: 5, class_loss = 0.849721, iou_loss = 0.523117, total_loss = 1.372837 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n",
            " total_bbox = 155594, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837980), count: 6, class_loss = 0.311532, iou_loss = 0.124945, total_loss = 0.436478 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.751639), count: 4, class_loss = 0.281712, iou_loss = 0.232256, total_loss = 0.513968 \n",
            " total_bbox = 155604, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.830118), count: 1, class_loss = 0.039101, iou_loss = 0.014884, total_loss = 0.053985 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853745), count: 2, class_loss = 0.008741, iou_loss = 0.064793, total_loss = 0.073534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.803146), count: 2, class_loss = 0.261816, iou_loss = 0.090886, total_loss = 0.352702 \n",
            " total_bbox = 155609, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764173), count: 7, class_loss = 0.069904, iou_loss = 0.357928, total_loss = 0.427832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.785135), count: 3, class_loss = 0.050768, iou_loss = 0.084907, total_loss = 0.135675 \n",
            " total_bbox = 155619, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846218), count: 1, class_loss = 0.124790, iou_loss = 0.012482, total_loss = 0.137271 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780737), count: 2, class_loss = 0.012757, iou_loss = 0.074390, total_loss = 0.087147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.776242), count: 7, class_loss = 0.351027, iou_loss = 0.366268, total_loss = 0.717295 \n",
            " total_bbox = 155629, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826087), count: 6, class_loss = 0.351413, iou_loss = 0.165051, total_loss = 0.516464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.029620, iou_loss = 0.000000, total_loss = 0.029620 \n",
            " total_bbox = 155635, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802950), count: 6, class_loss = 0.335815, iou_loss = 0.195544, total_loss = 0.531359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001487, iou_loss = 0.000000, total_loss = 0.001487 \n",
            " total_bbox = 155641, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.103778, iou_loss = 0.000000, total_loss = 0.103778 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819121), count: 6, class_loss = 0.600121, iou_loss = 0.178521, total_loss = 0.778642 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.016768, iou_loss = 0.000000, total_loss = 0.016768 \n",
            " total_bbox = 155647, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726652), count: 2, class_loss = 0.040337, iou_loss = 0.087069, total_loss = 0.127406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745189), count: 4, class_loss = 0.265545, iou_loss = 0.258006, total_loss = 0.523551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008805, iou_loss = 0.000000, total_loss = 0.008805 \n",
            " total_bbox = 155653, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812704), count: 1, class_loss = 0.031021, iou_loss = 0.012031, total_loss = 0.043052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756732), count: 3, class_loss = 0.042566, iou_loss = 0.165752, total_loss = 0.208318 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155657, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1599/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1599: 0.208431, 0.209270 avg loss, 0.001000 rate, 4.051943 seconds, 102336 images, 3.794719 hours left\n",
            "Loaded: 0.000046 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809703), count: 7, class_loss = 0.058296, iou_loss = 0.200009, total_loss = 0.258305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 155664, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847302), count: 1, class_loss = 0.000108, iou_loss = 0.014281, total_loss = 0.014389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810505), count: 3, class_loss = 0.134837, iou_loss = 0.085813, total_loss = 0.220651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.743539), count: 1, class_loss = 0.077967, iou_loss = 0.116662, total_loss = 0.194630 \n",
            " total_bbox = 155669, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.614297), count: 2, class_loss = 0.057797, iou_loss = 0.143370, total_loss = 0.201166 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835856), count: 6, class_loss = 0.241644, iou_loss = 0.159259, total_loss = 0.400902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.442820), count: 1, class_loss = 0.139324, iou_loss = 0.314753, total_loss = 0.454077 \n",
            " total_bbox = 155678, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.885925), count: 2, class_loss = 0.151201, iou_loss = 0.014682, total_loss = 0.165883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821350), count: 4, class_loss = 0.005545, iou_loss = 0.112697, total_loss = 0.118242 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155684, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836334), count: 2, class_loss = 0.066694, iou_loss = 0.026761, total_loss = 0.093454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797710), count: 2, class_loss = 0.178423, iou_loss = 0.095023, total_loss = 0.273446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155688, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000300, iou_loss = 0.000000, total_loss = 0.000300 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847684), count: 5, class_loss = 0.013468, iou_loss = 0.079260, total_loss = 0.092728 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001196, iou_loss = 0.000000, total_loss = 0.001196 \n",
            " total_bbox = 155693, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814299), count: 8, class_loss = 0.011681, iou_loss = 0.162989, total_loss = 0.174670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.415774), count: 2, class_loss = 0.358284, iou_loss = 1.552727, total_loss = 1.911011 \n",
            " total_bbox = 155703, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886431), count: 5, class_loss = 0.018076, iou_loss = 0.054111, total_loss = 0.072187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001282, iou_loss = 0.000000, total_loss = 0.001282 \n",
            " total_bbox = 155708, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.905347), count: 2, class_loss = 0.054771, iou_loss = 0.013825, total_loss = 0.068596 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778207), count: 3, class_loss = 0.190340, iou_loss = 0.130414, total_loss = 0.320754 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003685, iou_loss = 0.000000, total_loss = 0.003685 \n",
            " total_bbox = 155713, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827698), count: 1, class_loss = 0.000008, iou_loss = 0.022498, total_loss = 0.022506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813570), count: 4, class_loss = 0.142341, iou_loss = 0.131450, total_loss = 0.273791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003423, iou_loss = 0.000000, total_loss = 0.003423 \n",
            " total_bbox = 155718, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000039, iou_loss = 0.000000, total_loss = 0.000039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790036), count: 7, class_loss = 0.002091, iou_loss = 0.268459, total_loss = 0.270551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155725, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774947), count: 1, class_loss = 0.036774, iou_loss = 0.049907, total_loss = 0.086681 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780058), count: 3, class_loss = 0.123017, iou_loss = 0.197066, total_loss = 0.320082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155729, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836095), count: 1, class_loss = 0.000070, iou_loss = 0.010786, total_loss = 0.010856 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841416), count: 5, class_loss = 0.021035, iou_loss = 0.098730, total_loss = 0.119765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.857418), count: 1, class_loss = 0.174218, iou_loss = 0.009956, total_loss = 0.184174 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784512), count: 2, class_loss = 0.475250, iou_loss = 0.105594, total_loss = 0.580843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155738, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759264), count: 1, class_loss = 0.003223, iou_loss = 0.029074, total_loss = 0.032297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784315), count: 3, class_loss = 0.000672, iou_loss = 0.130505, total_loss = 0.131178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155742, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000686, iou_loss = 0.000000, total_loss = 0.000686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828721), count: 7, class_loss = 0.112034, iou_loss = 0.138678, total_loss = 0.250712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000094, iou_loss = 0.000000, total_loss = 0.000094 \n",
            " total_bbox = 155749, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1600/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1600: 0.152693, 0.203612 avg loss, 0.001000 rate, 4.041736 seconds, 102400 images, 3.783796 hours left\n",
            "Saving weights to /mydrive/yolov3/yolov3_training_last.weights\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 480 x 480 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000050 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740816), count: 2, class_loss = 0.030780, iou_loss = 0.087237, total_loss = 0.118017 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803108), count: 4, class_loss = 0.491398, iou_loss = 0.102890, total_loss = 0.594288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.719901), count: 1, class_loss = 0.173795, iou_loss = 0.103356, total_loss = 0.277151 \n",
            " total_bbox = 155756, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792226), count: 2, class_loss = 0.008265, iou_loss = 0.050117, total_loss = 0.058382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859881), count: 6, class_loss = 0.036419, iou_loss = 0.128707, total_loss = 0.165126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.534215), count: 1, class_loss = 0.207682, iou_loss = 0.100970, total_loss = 0.308653 \n",
            " total_bbox = 155765, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616980), count: 2, class_loss = 0.243965, iou_loss = 0.189187, total_loss = 0.433152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780482), count: 2, class_loss = 0.348954, iou_loss = 0.076342, total_loss = 0.425295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.569382), count: 1, class_loss = 0.248472, iou_loss = 0.219612, total_loss = 0.468084 \n",
            " total_bbox = 155769, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753760), count: 2, class_loss = 0.028067, iou_loss = 0.070314, total_loss = 0.098381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.887854), count: 2, class_loss = 0.004582, iou_loss = 0.017632, total_loss = 0.022214 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795319), count: 2, class_loss = 0.025257, iou_loss = 0.035745, total_loss = 0.061002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759944), count: 2, class_loss = 0.037768, iou_loss = 0.173181, total_loss = 0.210949 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155777, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000397, iou_loss = 0.000000, total_loss = 0.000397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795945), count: 5, class_loss = 0.175843, iou_loss = 0.108311, total_loss = 0.284154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n",
            " total_bbox = 155782, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.655882), count: 2, class_loss = 0.064840, iou_loss = 0.157197, total_loss = 0.222038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775437), count: 6, class_loss = 0.120987, iou_loss = 0.236909, total_loss = 0.357895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828582), count: 1, class_loss = 0.221260, iou_loss = 0.031277, total_loss = 0.252537 \n",
            " total_bbox = 155791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721784), count: 2, class_loss = 0.027299, iou_loss = 0.072913, total_loss = 0.100212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.885424), count: 3, class_loss = 0.363319, iou_loss = 0.021374, total_loss = 0.384693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155796, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808615), count: 1, class_loss = 0.083871, iou_loss = 0.019023, total_loss = 0.102894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853597), count: 5, class_loss = 0.062686, iou_loss = 0.092037, total_loss = 0.154723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155802, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833997), count: 1, class_loss = 0.000090, iou_loss = 0.015230, total_loss = 0.015320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.912238), count: 3, class_loss = 0.004913, iou_loss = 0.034433, total_loss = 0.039347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n",
            " total_bbox = 155806, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000528, iou_loss = 0.000000, total_loss = 0.000528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874398), count: 6, class_loss = 0.004144, iou_loss = 0.095081, total_loss = 0.099225 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155812, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812095), count: 3, class_loss = 0.292669, iou_loss = 0.092638, total_loss = 0.385308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787147), count: 4, class_loss = 0.509801, iou_loss = 0.153877, total_loss = 0.663678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000692, iou_loss = 0.000000, total_loss = 0.000692 \n",
            " total_bbox = 155819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744082), count: 2, class_loss = 0.183420, iou_loss = 0.086745, total_loss = 0.270165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859147), count: 6, class_loss = 0.106273, iou_loss = 0.100960, total_loss = 0.207233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.749541), count: 3, class_loss = 0.064432, iou_loss = 0.118029, total_loss = 0.182461 \n",
            " total_bbox = 155830, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731466), count: 1, class_loss = 0.000050, iou_loss = 0.037565, total_loss = 0.037614 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784819), count: 4, class_loss = 0.173313, iou_loss = 0.187125, total_loss = 0.360439 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 155835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715454), count: 2, class_loss = 0.241188, iou_loss = 0.097962, total_loss = 0.339150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751364), count: 2, class_loss = 0.007077, iou_loss = 0.080505, total_loss = 0.087583 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000206, iou_loss = 0.000000, total_loss = 0.000206 \n",
            " total_bbox = 155839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849550), count: 1, class_loss = 0.032853, iou_loss = 0.013077, total_loss = 0.045930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770420), count: 4, class_loss = 0.573686, iou_loss = 0.203196, total_loss = 0.776883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000230, iou_loss = 0.000000, total_loss = 0.000230 \n",
            " total_bbox = 155844, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1601/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1601: 0.179423, 0.201193 avg loss, 0.001000 rate, 5.820074 seconds, 102464 images, 3.772904 hours left\n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795701), count: 2, class_loss = 0.059495, iou_loss = 0.039743, total_loss = 0.099238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811168), count: 5, class_loss = 0.320353, iou_loss = 0.112026, total_loss = 0.432379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.855419), count: 4, class_loss = 0.113704, iou_loss = 0.085413, total_loss = 0.199116 \n",
            " total_bbox = 155855, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866266), count: 2, class_loss = 0.000718, iou_loss = 0.017808, total_loss = 0.018526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734518), count: 5, class_loss = 0.162551, iou_loss = 0.320830, total_loss = 0.483381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001175, iou_loss = 0.000000, total_loss = 0.001175 \n",
            " total_bbox = 155862, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000098, iou_loss = 0.000000, total_loss = 0.000098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773379), count: 7, class_loss = 0.436193, iou_loss = 0.253290, total_loss = 0.689483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760537), count: 1, class_loss = 0.180384, iou_loss = 0.038166, total_loss = 0.218550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786712), count: 9, class_loss = 0.482068, iou_loss = 0.241492, total_loss = 0.723560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000929, iou_loss = 0.000000, total_loss = 0.000929 \n",
            " total_bbox = 155879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.820446), count: 1, class_loss = 0.475980, iou_loss = 0.011897, total_loss = 0.487877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800125), count: 6, class_loss = 0.133622, iou_loss = 0.159484, total_loss = 0.293106 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 155886, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858274), count: 1, class_loss = 0.000193, iou_loss = 0.022392, total_loss = 0.022585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755333), count: 4, class_loss = 0.598183, iou_loss = 0.228564, total_loss = 0.826747 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002161, iou_loss = 0.000000, total_loss = 0.002161 \n",
            " total_bbox = 155891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708778), count: 1, class_loss = 0.268610, iou_loss = 0.041475, total_loss = 0.310085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768500), count: 6, class_loss = 0.463604, iou_loss = 0.312847, total_loss = 0.776451 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009795, iou_loss = 0.000000, total_loss = 0.009795 \n",
            " total_bbox = 155898, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.010233, iou_loss = 0.000000, total_loss = 0.010233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805175), count: 6, class_loss = 0.227369, iou_loss = 0.217676, total_loss = 0.445045 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000863, iou_loss = 0.000000, total_loss = 0.000863 \n",
            " total_bbox = 155904, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.897003), count: 3, class_loss = 0.000610, iou_loss = 0.033351, total_loss = 0.033962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746639), count: 2, class_loss = 0.018748, iou_loss = 0.063723, total_loss = 0.082471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155909, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858065), count: 3, class_loss = 0.011510, iou_loss = 0.044598, total_loss = 0.056108 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.721654), count: 3, class_loss = 0.205451, iou_loss = 0.255407, total_loss = 0.460859 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.388726), count: 1, class_loss = 0.205981, iou_loss = 0.412776, total_loss = 0.618758 \n",
            " total_bbox = 155916, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776853), count: 7, class_loss = 0.090677, iou_loss = 0.249456, total_loss = 0.340133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 155923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789679), count: 2, class_loss = 0.286947, iou_loss = 0.096615, total_loss = 0.383562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873216), count: 5, class_loss = 0.404651, iou_loss = 0.081767, total_loss = 0.486419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 155930, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828471), count: 1, class_loss = 0.034512, iou_loss = 0.130574, total_loss = 0.165085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762187), count: 8, class_loss = 0.163103, iou_loss = 0.298426, total_loss = 0.461529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.024041, iou_loss = 0.000000, total_loss = 0.024041 \n",
            " total_bbox = 155939, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782316), count: 4, class_loss = 0.025444, iou_loss = 0.150149, total_loss = 0.175593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811728), count: 2, class_loss = 0.024867, iou_loss = 0.063356, total_loss = 0.088223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 155945, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000673, iou_loss = 0.000000, total_loss = 0.000673 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892212), count: 5, class_loss = 0.252950, iou_loss = 0.051416, total_loss = 0.304366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.523188), count: 1, class_loss = 0.193928, iou_loss = 0.225983, total_loss = 0.419911 \n",
            " total_bbox = 155951, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763846), count: 2, class_loss = 0.006430, iou_loss = 0.076050, total_loss = 0.082480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828006), count: 3, class_loss = 0.088373, iou_loss = 0.059367, total_loss = 0.147740 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 155956, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1602/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1602: 0.216320, 0.202706 avg loss, 0.001000 rate, 6.008595 seconds, 102528 images, 3.773960 hours left\n",
            "Loaded: 0.000058 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842388), count: 4, class_loss = 0.109413, iou_loss = 0.066737, total_loss = 0.176151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809260), count: 3, class_loss = 0.159235, iou_loss = 0.116371, total_loss = 0.275606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000217, iou_loss = 0.000000, total_loss = 0.000217 \n",
            " total_bbox = 155963, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000130, iou_loss = 0.000000, total_loss = 0.000130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815937), count: 8, class_loss = 0.125636, iou_loss = 0.400386, total_loss = 0.526022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.506479), count: 1, class_loss = 0.137543, iou_loss = 0.219782, total_loss = 0.357324 \n",
            " total_bbox = 155972, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.580882), count: 1, class_loss = 0.045253, iou_loss = 0.097595, total_loss = 0.142848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865778), count: 4, class_loss = 0.440936, iou_loss = 0.059523, total_loss = 0.500459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 155977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713292), count: 2, class_loss = 0.088365, iou_loss = 0.107939, total_loss = 0.196304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765813), count: 9, class_loss = 0.270856, iou_loss = 0.471084, total_loss = 0.741940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712239), count: 2, class_loss = 0.504491, iou_loss = 0.187527, total_loss = 0.692018 \n",
            " total_bbox = 155990, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.023550, iou_loss = 0.000000, total_loss = 0.023550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728546), count: 4, class_loss = 0.072364, iou_loss = 0.187512, total_loss = 0.259876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 155994, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846288), count: 2, class_loss = 0.034906, iou_loss = 0.027240, total_loss = 0.062146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831868), count: 4, class_loss = 0.398201, iou_loss = 0.083168, total_loss = 0.481369 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.683694), count: 2, class_loss = 0.451171, iou_loss = 0.161172, total_loss = 0.612343 \n",
            " total_bbox = 156002, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.892310), count: 2, class_loss = 0.012875, iou_loss = 0.014163, total_loss = 0.027038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.761515), count: 3, class_loss = 0.194838, iou_loss = 0.142810, total_loss = 0.337648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005187, iou_loss = 0.000000, total_loss = 0.005187 \n",
            " total_bbox = 156007, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.905929), count: 1, class_loss = 0.054899, iou_loss = 0.009077, total_loss = 0.063976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856993), count: 4, class_loss = 0.002606, iou_loss = 0.064730, total_loss = 0.067336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156012, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789402), count: 4, class_loss = 0.005758, iou_loss = 0.118460, total_loss = 0.124219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.499200), count: 1, class_loss = 0.154520, iou_loss = 0.249031, total_loss = 0.403551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006256, iou_loss = 0.000000, total_loss = 0.006256 \n",
            " total_bbox = 156017, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.908428), count: 2, class_loss = 0.046377, iou_loss = 0.007008, total_loss = 0.053385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825128), count: 3, class_loss = 0.007768, iou_loss = 0.098079, total_loss = 0.105847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 156022, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718070), count: 2, class_loss = 0.015570, iou_loss = 0.133439, total_loss = 0.149009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835367), count: 3, class_loss = 0.106838, iou_loss = 0.062642, total_loss = 0.169480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000044, iou_loss = 0.000000, total_loss = 0.000044 \n",
            " total_bbox = 156027, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851197), count: 2, class_loss = 0.000219, iou_loss = 0.042595, total_loss = 0.042814 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821774), count: 3, class_loss = 0.229234, iou_loss = 0.077148, total_loss = 0.306382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000469, iou_loss = 0.000000, total_loss = 0.000469 \n",
            " total_bbox = 156032, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.947290), count: 1, class_loss = 0.046577, iou_loss = 0.002357, total_loss = 0.048934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763817), count: 6, class_loss = 0.561823, iou_loss = 0.313042, total_loss = 0.874864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156039, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.871832), count: 1, class_loss = 0.001164, iou_loss = 0.008438, total_loss = 0.009602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804245), count: 3, class_loss = 0.158340, iou_loss = 0.129873, total_loss = 0.288213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000292, iou_loss = 0.000000, total_loss = 0.000292 \n",
            " total_bbox = 156043, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.015177, iou_loss = 0.000000, total_loss = 0.015177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813106), count: 8, class_loss = 0.067719, iou_loss = 0.208607, total_loss = 0.276326 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156051, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794405), count: 5, class_loss = 0.218162, iou_loss = 0.170813, total_loss = 0.388975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.192057, iou_loss = 0.000000, total_loss = 0.192057 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 156056, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1603/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1603: 0.187613, 0.201196 avg loss, 0.001000 rate, 6.009311 seconds, 102592 images, 3.776244 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750589), count: 2, class_loss = 0.222579, iou_loss = 0.058363, total_loss = 0.280942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791139), count: 2, class_loss = 0.000279, iou_loss = 0.108775, total_loss = 0.109054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156060, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699079), count: 2, class_loss = 0.212079, iou_loss = 0.125224, total_loss = 0.337303 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798942), count: 5, class_loss = 0.008492, iou_loss = 0.163525, total_loss = 0.172017 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 156067, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.864262), count: 2, class_loss = 0.005159, iou_loss = 0.049058, total_loss = 0.054217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826235), count: 2, class_loss = 0.008109, iou_loss = 0.066832, total_loss = 0.074941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 156071, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827691), count: 1, class_loss = 0.000021, iou_loss = 0.012212, total_loss = 0.012233 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709596), count: 4, class_loss = 0.257454, iou_loss = 0.209320, total_loss = 0.466774 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000055, iou_loss = 0.000000, total_loss = 0.000055 \n",
            " total_bbox = 156076, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824594), count: 2, class_loss = 0.001178, iou_loss = 0.027049, total_loss = 0.028226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835165), count: 4, class_loss = 0.134237, iou_loss = 0.091429, total_loss = 0.225665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.783748), count: 1, class_loss = 0.163515, iou_loss = 0.070023, total_loss = 0.233539 \n",
            " total_bbox = 156083, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818161), count: 3, class_loss = 0.012672, iou_loss = 0.073173, total_loss = 0.085845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890295), count: 1, class_loss = 0.000100, iou_loss = 0.006704, total_loss = 0.006804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156087, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.865515), count: 1, class_loss = 0.073832, iou_loss = 0.010596, total_loss = 0.084429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.882609), count: 6, class_loss = 0.057020, iou_loss = 0.068341, total_loss = 0.125361 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000166, iou_loss = 0.000000, total_loss = 0.000166 \n",
            " total_bbox = 156094, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.949640), count: 1, class_loss = 0.048533, iou_loss = 0.002298, total_loss = 0.050831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871002), count: 8, class_loss = 0.227363, iou_loss = 0.116993, total_loss = 0.344357 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.721923), count: 1, class_loss = 0.017407, iou_loss = 0.058929, total_loss = 0.076335 \n",
            " total_bbox = 156104, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790155), count: 2, class_loss = 0.274519, iou_loss = 0.042251, total_loss = 0.316770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.911965), count: 3, class_loss = 0.008781, iou_loss = 0.045845, total_loss = 0.054626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156109, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001282, iou_loss = 0.000000, total_loss = 0.001282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846071), count: 5, class_loss = 0.041134, iou_loss = 0.107048, total_loss = 0.148182 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.778584), count: 7, class_loss = 0.779468, iou_loss = 0.231935, total_loss = 1.011403 \n",
            " total_bbox = 156121, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823255), count: 9, class_loss = 0.129977, iou_loss = 0.234876, total_loss = 0.364853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009245, iou_loss = 0.000000, total_loss = 0.009245 \n",
            " total_bbox = 156130, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764624), count: 1, class_loss = 0.000854, iou_loss = 0.035942, total_loss = 0.036796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.892491), count: 5, class_loss = 0.043042, iou_loss = 0.055011, total_loss = 0.098053 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000112, iou_loss = 0.000000, total_loss = 0.000112 \n",
            " total_bbox = 156136, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.940985), count: 1, class_loss = 0.026295, iou_loss = 0.001731, total_loss = 0.028027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787156), count: 5, class_loss = 0.032199, iou_loss = 0.204593, total_loss = 0.236792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156142, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731886), count: 3, class_loss = 0.105327, iou_loss = 0.109755, total_loss = 0.215082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861534), count: 2, class_loss = 0.101226, iou_loss = 0.017854, total_loss = 0.119079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000178, iou_loss = 0.000000, total_loss = 0.000178 \n",
            " total_bbox = 156147, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.908211), count: 1, class_loss = 0.223876, iou_loss = 0.007985, total_loss = 0.231861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804917), count: 4, class_loss = 0.178596, iou_loss = 0.102198, total_loss = 0.280794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 156152, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784650), count: 2, class_loss = 0.099659, iou_loss = 0.066369, total_loss = 0.166028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801338), count: 2, class_loss = 0.183805, iou_loss = 0.120997, total_loss = 0.304802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156156, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1604/4000: loss=0.1 hours left=3.8\u0007\n",
            " 1604: 0.133190, 0.194396 avg loss, 0.001000 rate, 6.011066 seconds, 102656 images, 3.778494 hours left\n",
            "Loaded: 0.000044 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.917215), count: 2, class_loss = 0.006098, iou_loss = 0.010840, total_loss = 0.016937 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813791), count: 3, class_loss = 0.000314, iou_loss = 0.125753, total_loss = 0.126067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000129, iou_loss = 0.000000, total_loss = 0.000129 \n",
            " total_bbox = 156161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756550), count: 4, class_loss = 0.045925, iou_loss = 0.223315, total_loss = 0.269239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.642566), count: 1, class_loss = 0.285084, iou_loss = 0.085922, total_loss = 0.371006 \n",
            " total_bbox = 156166, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003509, iou_loss = 0.000000, total_loss = 0.003509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822437), count: 8, class_loss = 0.292634, iou_loss = 0.242583, total_loss = 0.535218 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 156174, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838681), count: 1, class_loss = 0.276453, iou_loss = 0.013212, total_loss = 0.289665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781467), count: 3, class_loss = 0.013286, iou_loss = 0.078657, total_loss = 0.091943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 156178, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586287), count: 1, class_loss = 0.000895, iou_loss = 0.201813, total_loss = 0.202708 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795504), count: 9, class_loss = 0.116466, iou_loss = 0.232895, total_loss = 0.349360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.929041), count: 1, class_loss = 0.235037, iou_loss = 0.006667, total_loss = 0.241704 \n",
            " total_bbox = 156189, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738839), count: 2, class_loss = 0.233205, iou_loss = 0.107598, total_loss = 0.340803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.898686), count: 2, class_loss = 0.019508, iou_loss = 0.015302, total_loss = 0.034810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 156193, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826127), count: 2, class_loss = 0.004055, iou_loss = 0.039087, total_loss = 0.043142 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895356), count: 3, class_loss = 0.003205, iou_loss = 0.025287, total_loss = 0.028492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 156198, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840763), count: 1, class_loss = 0.075623, iou_loss = 0.010168, total_loss = 0.085791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850612), count: 6, class_loss = 0.035502, iou_loss = 0.110514, total_loss = 0.146016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543693), count: 1, class_loss = 0.299213, iou_loss = 0.150884, total_loss = 0.450097 \n",
            " total_bbox = 156206, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666229), count: 2, class_loss = 0.026946, iou_loss = 0.171503, total_loss = 0.198449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791745), count: 5, class_loss = 0.220576, iou_loss = 0.134483, total_loss = 0.355060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000151, iou_loss = 0.000000, total_loss = 0.000151 \n",
            " total_bbox = 156213, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834227), count: 2, class_loss = 0.164358, iou_loss = 0.034303, total_loss = 0.198661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797265), count: 6, class_loss = 0.245489, iou_loss = 0.222117, total_loss = 0.467605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538576), count: 1, class_loss = 0.300417, iou_loss = 0.140134, total_loss = 0.440552 \n",
            " total_bbox = 156222, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794311), count: 1, class_loss = 0.000123, iou_loss = 0.022166, total_loss = 0.022289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785549), count: 6, class_loss = 0.170663, iou_loss = 0.245719, total_loss = 0.416382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000995, iou_loss = 0.000000, total_loss = 0.000995 \n",
            " total_bbox = 156229, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.048663, iou_loss = 0.000000, total_loss = 0.048663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799111), count: 5, class_loss = 0.364483, iou_loss = 0.186493, total_loss = 0.550976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000244, iou_loss = 0.000000, total_loss = 0.000244 \n",
            " total_bbox = 156234, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796026), count: 1, class_loss = 0.160341, iou_loss = 0.023200, total_loss = 0.183541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842864), count: 5, class_loss = 0.308124, iou_loss = 0.121112, total_loss = 0.429237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.376107), count: 1, class_loss = 0.135866, iou_loss = 0.555408, total_loss = 0.691274 \n",
            " total_bbox = 156241, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777271), count: 2, class_loss = 0.038179, iou_loss = 0.068928, total_loss = 0.107107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834446), count: 4, class_loss = 0.028065, iou_loss = 0.124448, total_loss = 0.152513 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013570, iou_loss = 0.000000, total_loss = 0.013570 \n",
            " total_bbox = 156247, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822748), count: 3, class_loss = 0.091495, iou_loss = 0.056965, total_loss = 0.148460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857083), count: 6, class_loss = 0.027475, iou_loss = 0.124749, total_loss = 0.152224 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707454), count: 2, class_loss = 0.327262, iou_loss = 0.174982, total_loss = 0.502244 \n",
            " total_bbox = 156258, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745721), count: 3, class_loss = 0.464154, iou_loss = 0.200290, total_loss = 0.664445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773251), count: 3, class_loss = 0.192632, iou_loss = 0.203067, total_loss = 0.395699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003725, iou_loss = 0.000000, total_loss = 0.003725 \n",
            " total_bbox = 156264, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1605/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1605: 0.203558, 0.195312 avg loss, 0.001000 rate, 6.037495 seconds, 102720 images, 3.780717 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669350), count: 3, class_loss = 0.132155, iou_loss = 0.219922, total_loss = 0.352077 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818193), count: 3, class_loss = 0.121303, iou_loss = 0.147993, total_loss = 0.269297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156270, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803360), count: 5, class_loss = 0.366286, iou_loss = 0.166133, total_loss = 0.532419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001267, iou_loss = 0.000000, total_loss = 0.001267 \n",
            " total_bbox = 156275, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768932), count: 3, class_loss = 0.363639, iou_loss = 0.145800, total_loss = 0.509439 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782890), count: 1, class_loss = 0.082055, iou_loss = 0.027466, total_loss = 0.109521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 156279, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782598), count: 1, class_loss = 0.000014, iou_loss = 0.021538, total_loss = 0.021553 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794397), count: 7, class_loss = 0.517813, iou_loss = 0.291083, total_loss = 0.808896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.747967), count: 1, class_loss = 0.227934, iou_loss = 0.039330, total_loss = 0.267264 \n",
            " total_bbox = 156288, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715605), count: 2, class_loss = 0.000021, iou_loss = 0.111374, total_loss = 0.111395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815394), count: 4, class_loss = 0.005751, iou_loss = 0.093515, total_loss = 0.099266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495529), count: 2, class_loss = 0.434678, iou_loss = 0.453420, total_loss = 0.888098 \n",
            " total_bbox = 156296, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749665), count: 5, class_loss = 0.372212, iou_loss = 0.260000, total_loss = 0.632212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792611), count: 1, class_loss = 0.002412, iou_loss = 0.049850, total_loss = 0.052262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 156302, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834810), count: 1, class_loss = 0.020191, iou_loss = 0.026820, total_loss = 0.047010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764614), count: 4, class_loss = 0.193340, iou_loss = 0.143900, total_loss = 0.337241 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.034915, iou_loss = 0.000000, total_loss = 0.034915 \n",
            " total_bbox = 156307, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805862), count: 1, class_loss = 0.000277, iou_loss = 0.021471, total_loss = 0.021748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781241), count: 6, class_loss = 0.294707, iou_loss = 0.238872, total_loss = 0.533579 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000053, iou_loss = 0.000000, total_loss = 0.000053 \n",
            " total_bbox = 156314, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792323), count: 2, class_loss = 0.003123, iou_loss = 0.062931, total_loss = 0.066054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811280), count: 2, class_loss = 0.097728, iou_loss = 0.034800, total_loss = 0.132528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000233, iou_loss = 0.000000, total_loss = 0.000233 \n",
            " total_bbox = 156318, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000078, iou_loss = 0.000000, total_loss = 0.000078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771801), count: 8, class_loss = 0.240653, iou_loss = 0.348116, total_loss = 0.588769 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.636154), count: 1, class_loss = 0.254871, iou_loss = 0.317696, total_loss = 0.572567 \n",
            " total_bbox = 156327, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759578), count: 1, class_loss = 0.005288, iou_loss = 0.031732, total_loss = 0.037020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812570), count: 4, class_loss = 0.000656, iou_loss = 0.117972, total_loss = 0.118628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156332, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774407), count: 3, class_loss = 0.263635, iou_loss = 0.119019, total_loss = 0.382654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850029), count: 1, class_loss = 0.133124, iou_loss = 0.010023, total_loss = 0.143148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007518, iou_loss = 0.000000, total_loss = 0.007518 \n",
            " total_bbox = 156336, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.882352), count: 1, class_loss = 0.004356, iou_loss = 0.007375, total_loss = 0.011730 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795659), count: 7, class_loss = 0.488252, iou_loss = 0.351235, total_loss = 0.839488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000119, iou_loss = 0.000000, total_loss = 0.000119 \n",
            " total_bbox = 156344, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.873932), count: 1, class_loss = 0.184244, iou_loss = 0.013163, total_loss = 0.197407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759887), count: 4, class_loss = 0.244850, iou_loss = 0.207520, total_loss = 0.452370 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 156349, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823949), count: 2, class_loss = 0.000451, iou_loss = 0.045230, total_loss = 0.045680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819170), count: 2, class_loss = 0.377717, iou_loss = 0.037613, total_loss = 0.415330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.837528), count: 1, class_loss = 0.271256, iou_loss = 0.030553, total_loss = 0.301809 \n",
            " total_bbox = 156354, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840925), count: 2, class_loss = 0.412465, iou_loss = 0.106803, total_loss = 0.519268 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809474), count: 3, class_loss = 0.101385, iou_loss = 0.102126, total_loss = 0.203511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156359, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1606/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1606: 0.222197, 0.198000 avg loss, 0.001000 rate, 6.058241 seconds, 102784 images, 3.783076 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000056, iou_loss = 0.000000, total_loss = 0.000056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828462), count: 6, class_loss = 0.564902, iou_loss = 0.156405, total_loss = 0.721306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156365, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819981), count: 2, class_loss = 0.462724, iou_loss = 0.051401, total_loss = 0.514124 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818305), count: 2, class_loss = 0.302163, iou_loss = 0.032785, total_loss = 0.334948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003903, iou_loss = 0.000000, total_loss = 0.003903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831256), count: 8, class_loss = 0.333852, iou_loss = 0.132875, total_loss = 0.466727 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.551371), count: 1, class_loss = 0.213375, iou_loss = 0.274710, total_loss = 0.488086 \n",
            " total_bbox = 156378, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786164), count: 2, class_loss = 0.105308, iou_loss = 0.074186, total_loss = 0.179494 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817899), count: 3, class_loss = 0.027968, iou_loss = 0.106072, total_loss = 0.134040 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156383, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002123, iou_loss = 0.000000, total_loss = 0.002123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.840648), count: 5, class_loss = 0.020733, iou_loss = 0.104626, total_loss = 0.125359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            " total_bbox = 156388, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664004), count: 3, class_loss = 0.004020, iou_loss = 0.301958, total_loss = 0.305977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778404), count: 2, class_loss = 0.095064, iou_loss = 0.061571, total_loss = 0.156634 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156393, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000258, iou_loss = 0.000000, total_loss = 0.000258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846326), count: 6, class_loss = 0.276212, iou_loss = 0.124937, total_loss = 0.401148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.359935), count: 1, class_loss = 0.232799, iou_loss = 0.384376, total_loss = 0.617175 \n",
            " total_bbox = 156400, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782238), count: 2, class_loss = 0.002748, iou_loss = 0.057943, total_loss = 0.060692 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819568), count: 4, class_loss = 0.156518, iou_loss = 0.115950, total_loss = 0.272468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000111, iou_loss = 0.000000, total_loss = 0.000111 \n",
            " total_bbox = 156406, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784547), count: 3, class_loss = 0.268753, iou_loss = 0.096301, total_loss = 0.365054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868946), count: 1, class_loss = 0.241679, iou_loss = 0.017349, total_loss = 0.259028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156410, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809264), count: 2, class_loss = 0.002840, iou_loss = 0.053083, total_loss = 0.055924 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826514), count: 5, class_loss = 0.028291, iou_loss = 0.174220, total_loss = 0.202512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.100045, iou_loss = 0.000000, total_loss = 0.100045 \n",
            " total_bbox = 156417, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738207), count: 2, class_loss = 0.007360, iou_loss = 0.083408, total_loss = 0.090768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826518), count: 3, class_loss = 0.066135, iou_loss = 0.074404, total_loss = 0.140539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156422, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001283, iou_loss = 0.000000, total_loss = 0.001283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851684), count: 9, class_loss = 0.248029, iou_loss = 0.175827, total_loss = 0.423856 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.898266), count: 1, class_loss = 0.008531, iou_loss = 0.007416, total_loss = 0.015947 \n",
            " total_bbox = 156432, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825310), count: 1, class_loss = 0.002520, iou_loss = 0.013966, total_loss = 0.016486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815424), count: 4, class_loss = 0.003483, iou_loss = 0.096147, total_loss = 0.099630 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 156437, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674829), count: 1, class_loss = 0.245694, iou_loss = 0.062568, total_loss = 0.308262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767068), count: 5, class_loss = 0.231453, iou_loss = 0.235388, total_loss = 0.466841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 156443, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721060), count: 4, class_loss = 0.106770, iou_loss = 0.281330, total_loss = 0.388100 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001042, iou_loss = 0.000000, total_loss = 0.001042 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.047784, iou_loss = 0.000000, total_loss = 0.047784 \n",
            " total_bbox = 156447, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815497), count: 4, class_loss = 0.424955, iou_loss = 0.124144, total_loss = 0.549099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.349564), count: 1, class_loss = 0.166711, iou_loss = 0.599873, total_loss = 0.766584 \n",
            " total_bbox = 156452, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1607/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1607: 0.189239, 0.197124 avg loss, 0.001000 rate, 6.049319 seconds, 102848 images, 3.785534 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000507, iou_loss = 0.000000, total_loss = 0.000507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807239), count: 7, class_loss = 0.289385, iou_loss = 0.283067, total_loss = 0.572452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001172, iou_loss = 0.000000, total_loss = 0.001172 \n",
            " total_bbox = 156459, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847447), count: 1, class_loss = 0.002167, iou_loss = 0.025013, total_loss = 0.027180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713232), count: 4, class_loss = 0.162823, iou_loss = 0.368670, total_loss = 0.531493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.083295, iou_loss = 0.000000, total_loss = 0.083295 \n",
            " total_bbox = 156464, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842807), count: 3, class_loss = 0.268611, iou_loss = 0.066211, total_loss = 0.334822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784615), count: 4, class_loss = 0.401567, iou_loss = 0.146378, total_loss = 0.547945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.714808), count: 2, class_loss = 0.478741, iou_loss = 0.101674, total_loss = 0.580415 \n",
            " total_bbox = 156473, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808264), count: 2, class_loss = 0.000244, iou_loss = 0.060855, total_loss = 0.061099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871189), count: 2, class_loss = 0.171735, iou_loss = 0.038979, total_loss = 0.210714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156477, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.916570), count: 1, class_loss = 0.029129, iou_loss = 0.005542, total_loss = 0.034670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821985), count: 4, class_loss = 0.008157, iou_loss = 0.092578, total_loss = 0.100735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.795406), count: 1, class_loss = 0.013520, iou_loss = 0.030166, total_loss = 0.043686 \n",
            " total_bbox = 156483, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.880003), count: 1, class_loss = 0.000150, iou_loss = 0.006427, total_loss = 0.006577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865655), count: 5, class_loss = 0.801455, iou_loss = 0.070685, total_loss = 0.872140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156489, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633833), count: 1, class_loss = 0.173076, iou_loss = 0.201910, total_loss = 0.374986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832467), count: 3, class_loss = 0.040939, iou_loss = 0.084004, total_loss = 0.124942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156493, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780768), count: 1, class_loss = 0.001423, iou_loss = 0.026339, total_loss = 0.027762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835615), count: 5, class_loss = 0.001051, iou_loss = 0.119848, total_loss = 0.120899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000046, iou_loss = 0.000000, total_loss = 0.000046 \n",
            " total_bbox = 156499, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.551952), count: 1, class_loss = 0.239468, iou_loss = 0.111771, total_loss = 0.351239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738042), count: 4, class_loss = 0.039360, iou_loss = 0.237609, total_loss = 0.276969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n",
            " total_bbox = 156504, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910062), count: 1, class_loss = 0.047346, iou_loss = 0.003997, total_loss = 0.051343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846818), count: 5, class_loss = 0.492528, iou_loss = 0.117957, total_loss = 0.610485 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n",
            " total_bbox = 156510, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768767), count: 2, class_loss = 0.000471, iou_loss = 0.041067, total_loss = 0.041538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836945), count: 5, class_loss = 0.138069, iou_loss = 0.131789, total_loss = 0.269858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585678), count: 1, class_loss = 0.188904, iou_loss = 0.166463, total_loss = 0.355368 \n",
            " total_bbox = 156518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817995), count: 1, class_loss = 0.091131, iou_loss = 0.013795, total_loss = 0.104926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862849), count: 5, class_loss = 0.014741, iou_loss = 0.091897, total_loss = 0.106639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156524, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869840), count: 7, class_loss = 0.556031, iou_loss = 0.086757, total_loss = 0.642788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.493556), count: 1, class_loss = 0.183487, iou_loss = 0.169325, total_loss = 0.352812 \n",
            " total_bbox = 156532, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.866729), count: 2, class_loss = 0.006077, iou_loss = 0.019996, total_loss = 0.026073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802791), count: 4, class_loss = 0.247006, iou_loss = 0.179710, total_loss = 0.426716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.680211), count: 1, class_loss = 0.061962, iou_loss = 0.052486, total_loss = 0.114448 \n",
            " total_bbox = 156539, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796228), count: 2, class_loss = 0.045794, iou_loss = 0.060589, total_loss = 0.106383 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.727046), count: 6, class_loss = 0.413548, iou_loss = 0.308054, total_loss = 0.721601 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000599, iou_loss = 0.000000, total_loss = 0.000599 \n",
            " total_bbox = 156547, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.732488), count: 2, class_loss = 0.108631, iou_loss = 0.119617, total_loss = 0.228248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773999), count: 5, class_loss = 0.374144, iou_loss = 0.175389, total_loss = 0.549533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000253, iou_loss = 0.000000, total_loss = 0.000253 \n",
            " total_bbox = 156554, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1608/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1608: 0.208238, 0.198236 avg loss, 0.001000 rate, 6.029179 seconds, 102912 images, 3.787890 hours left\n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911561), count: 1, class_loss = 0.052712, iou_loss = 0.004145, total_loss = 0.056857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827605), count: 6, class_loss = 0.184835, iou_loss = 0.119201, total_loss = 0.304036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156561, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868808), count: 2, class_loss = 0.015732, iou_loss = 0.025445, total_loss = 0.041177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.835431), count: 5, class_loss = 0.125360, iou_loss = 0.159112, total_loss = 0.284472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156568, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.893458), count: 1, class_loss = 0.034135, iou_loss = 0.004204, total_loss = 0.038340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830431), count: 2, class_loss = 0.233321, iou_loss = 0.049787, total_loss = 0.283108 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.704942), count: 2, class_loss = 0.215719, iou_loss = 0.127035, total_loss = 0.342754 \n",
            " total_bbox = 156573, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786759), count: 1, class_loss = 0.020425, iou_loss = 0.028672, total_loss = 0.049097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764301), count: 3, class_loss = 0.006659, iou_loss = 0.100191, total_loss = 0.106849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156577, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886394), count: 2, class_loss = 0.083634, iou_loss = 0.019909, total_loss = 0.103543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.791454), count: 5, class_loss = 0.169265, iou_loss = 0.155050, total_loss = 0.324315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156584, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.438774), count: 1, class_loss = 0.050972, iou_loss = 0.230230, total_loss = 0.281202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.877016), count: 3, class_loss = 0.000316, iou_loss = 0.070428, total_loss = 0.070745 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156588, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781984), count: 2, class_loss = 0.001730, iou_loss = 0.068616, total_loss = 0.070346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.729121), count: 5, class_loss = 0.218656, iou_loss = 0.270188, total_loss = 0.488844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002038, iou_loss = 0.000000, total_loss = 0.002038 \n",
            " total_bbox = 156595, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834683), count: 2, class_loss = 0.000021, iou_loss = 0.046577, total_loss = 0.046597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858995), count: 3, class_loss = 0.000278, iou_loss = 0.072632, total_loss = 0.072911 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000026, iou_loss = 0.000000, total_loss = 0.000026 \n",
            " total_bbox = 156600, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.563332), count: 1, class_loss = 0.083172, iou_loss = 0.118103, total_loss = 0.201274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.886650), count: 4, class_loss = 0.085026, iou_loss = 0.037078, total_loss = 0.122103 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001597, iou_loss = 0.000000, total_loss = 0.001597 \n",
            " total_bbox = 156605, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794274), count: 1, class_loss = 0.000003, iou_loss = 0.028250, total_loss = 0.028254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828689), count: 3, class_loss = 0.223204, iou_loss = 0.055812, total_loss = 0.279016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000787, iou_loss = 0.000000, total_loss = 0.000787 \n",
            " total_bbox = 156609, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.829549), count: 2, class_loss = 0.021674, iou_loss = 0.120516, total_loss = 0.142190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824228), count: 3, class_loss = 0.115332, iou_loss = 0.134898, total_loss = 0.250230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156614, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660309), count: 2, class_loss = 0.024416, iou_loss = 0.132802, total_loss = 0.157218 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794199), count: 4, class_loss = 0.001977, iou_loss = 0.136487, total_loss = 0.138464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156619, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.911255), count: 1, class_loss = 0.010318, iou_loss = 0.005367, total_loss = 0.015685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.803202), count: 6, class_loss = 0.038356, iou_loss = 0.175096, total_loss = 0.213452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156626, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.846944), count: 2, class_loss = 0.135049, iou_loss = 0.030273, total_loss = 0.165322 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784534), count: 3, class_loss = 0.128130, iou_loss = 0.081161, total_loss = 0.209291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156631, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811803), count: 6, class_loss = 0.178862, iou_loss = 0.136240, total_loss = 0.315102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754059), count: 5, class_loss = 0.402223, iou_loss = 0.250435, total_loss = 0.652658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n",
            " total_bbox = 156642, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689866), count: 2, class_loss = 0.116469, iou_loss = 0.118258, total_loss = 0.234726 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756194), count: 3, class_loss = 0.056021, iou_loss = 0.140284, total_loss = 0.196304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 156647, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1609/4000: loss=0.1 hours left=3.8\u0007\n",
            " 1609: 0.131062, 0.191518 avg loss, 0.001000 rate, 6.012027 seconds, 102976 images, 3.790072 hours left\n",
            "Loaded: 0.000046 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758163), count: 1, class_loss = 0.001121, iou_loss = 0.035097, total_loss = 0.036217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786467), count: 8, class_loss = 1.073276, iou_loss = 0.417660, total_loss = 1.490936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156656, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752008), count: 4, class_loss = 0.242022, iou_loss = 0.252276, total_loss = 0.494299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779426), count: 2, class_loss = 0.081953, iou_loss = 0.043413, total_loss = 0.125365 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156662, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.900054), count: 1, class_loss = 0.041279, iou_loss = 0.004238, total_loss = 0.045517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860085), count: 3, class_loss = 0.125141, iou_loss = 0.048432, total_loss = 0.173573 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n",
            " total_bbox = 156666, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607005), count: 1, class_loss = 0.005458, iou_loss = 0.082052, total_loss = 0.087510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799442), count: 3, class_loss = 0.121523, iou_loss = 0.157390, total_loss = 0.278913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156670, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851289), count: 2, class_loss = 0.260654, iou_loss = 0.037121, total_loss = 0.297775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853391), count: 3, class_loss = 0.283207, iou_loss = 0.052073, total_loss = 0.335279 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156675, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833017), count: 2, class_loss = 0.006405, iou_loss = 0.032422, total_loss = 0.038827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.851818), count: 4, class_loss = 0.044443, iou_loss = 0.178434, total_loss = 0.222877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.506016), count: 2, class_loss = 0.268111, iou_loss = 0.792005, total_loss = 1.060116 \n",
            " total_bbox = 156683, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739392), count: 3, class_loss = 0.118579, iou_loss = 0.173932, total_loss = 0.292511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717425), count: 1, class_loss = 0.003132, iou_loss = 0.051054, total_loss = 0.054187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156687, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001150, iou_loss = 0.000000, total_loss = 0.001150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845375), count: 5, class_loss = 0.006677, iou_loss = 0.065251, total_loss = 0.071927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156692, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644643), count: 3, class_loss = 0.497500, iou_loss = 0.231720, total_loss = 0.729220 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878907), count: 1, class_loss = 0.374974, iou_loss = 0.008675, total_loss = 0.383649 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.612271), count: 1, class_loss = 0.076694, iou_loss = 0.252056, total_loss = 0.328750 \n",
            " total_bbox = 156697, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.926105), count: 1, class_loss = 0.000309, iou_loss = 0.004738, total_loss = 0.005047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781041), count: 4, class_loss = 0.407690, iou_loss = 0.168437, total_loss = 0.576128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000101, iou_loss = 0.000000, total_loss = 0.000101 \n",
            " total_bbox = 156702, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692372), count: 2, class_loss = 0.289885, iou_loss = 0.101661, total_loss = 0.391546 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808112), count: 4, class_loss = 0.006907, iou_loss = 0.104399, total_loss = 0.111306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156708, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800701), count: 4, class_loss = 0.283281, iou_loss = 0.116549, total_loss = 0.399830 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788530), count: 2, class_loss = 0.093491, iou_loss = 0.065760, total_loss = 0.159251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156714, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607622), count: 2, class_loss = 0.220164, iou_loss = 0.190551, total_loss = 0.410715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829156), count: 2, class_loss = 0.003647, iou_loss = 0.056943, total_loss = 0.060590 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156718, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760233), count: 1, class_loss = 0.000360, iou_loss = 0.027248, total_loss = 0.027608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790957), count: 3, class_loss = 0.790117, iou_loss = 0.165438, total_loss = 0.955555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156722, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838793), count: 11, class_loss = 0.253845, iou_loss = 0.196868, total_loss = 0.450713 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481338), count: 1, class_loss = 0.173571, iou_loss = 0.392659, total_loss = 0.566230 \n",
            " total_bbox = 156734, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834467), count: 3, class_loss = 0.054477, iou_loss = 0.044643, total_loss = 0.099120 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801098), count: 2, class_loss = 0.072607, iou_loss = 0.083282, total_loss = 0.155889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156739, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1610/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1610: 0.227464, 0.195113 avg loss, 0.001000 rate, 6.032030 seconds, 103040 images, 3.792102 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 576 x 576 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000054 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816607), count: 2, class_loss = 0.130934, iou_loss = 0.058806, total_loss = 0.189739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790180), count: 6, class_loss = 0.469656, iou_loss = 0.473076, total_loss = 0.942731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013073, iou_loss = 0.000000, total_loss = 0.013073 \n",
            " total_bbox = 156747, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773453), count: 2, class_loss = 0.012829, iou_loss = 0.060018, total_loss = 0.072847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.937690), count: 2, class_loss = 0.016259, iou_loss = 0.018220, total_loss = 0.034478 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.352968), count: 1, class_loss = 0.252515, iou_loss = 0.539244, total_loss = 0.791759 \n",
            " total_bbox = 156752, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.748447), count: 2, class_loss = 0.209397, iou_loss = 0.074966, total_loss = 0.284363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805829), count: 3, class_loss = 0.261951, iou_loss = 0.087718, total_loss = 0.349668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 156757, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720770), count: 2, class_loss = 0.306262, iou_loss = 0.163841, total_loss = 0.470103 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846940), count: 2, class_loss = 0.238327, iou_loss = 0.065505, total_loss = 0.303831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156761, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793580), count: 3, class_loss = 0.177418, iou_loss = 0.078819, total_loss = 0.256236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.888614), count: 1, class_loss = 0.112853, iou_loss = 0.015992, total_loss = 0.128845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000577, iou_loss = 0.000000, total_loss = 0.000577 \n",
            " total_bbox = 156765, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.889647), count: 2, class_loss = 0.122193, iou_loss = 0.025287, total_loss = 0.147479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784572), count: 5, class_loss = 0.741322, iou_loss = 0.372752, total_loss = 1.114075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001051, iou_loss = 0.000000, total_loss = 0.001051 \n",
            " total_bbox = 156772, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758800), count: 3, class_loss = 0.263525, iou_loss = 0.153574, total_loss = 0.417099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.901636), count: 1, class_loss = 0.031242, iou_loss = 0.021580, total_loss = 0.052822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 156776, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714131), count: 3, class_loss = 0.417921, iou_loss = 0.167351, total_loss = 0.585272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817122), count: 5, class_loss = 0.061538, iou_loss = 0.119654, total_loss = 0.181191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156784, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.821517), count: 2, class_loss = 0.030736, iou_loss = 0.154029, total_loss = 0.184765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839784), count: 2, class_loss = 0.161056, iou_loss = 0.047205, total_loss = 0.208262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156788, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.835014), count: 3, class_loss = 0.236893, iou_loss = 0.051126, total_loss = 0.288019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819750), count: 3, class_loss = 0.013757, iou_loss = 0.113800, total_loss = 0.127557 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 156794, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784276), count: 3, class_loss = 0.045917, iou_loss = 0.090182, total_loss = 0.136099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797593), count: 4, class_loss = 0.242438, iou_loss = 0.138826, total_loss = 0.381264 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156801, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815298), count: 2, class_loss = 0.038257, iou_loss = 0.028846, total_loss = 0.067102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815475), count: 3, class_loss = 0.133613, iou_loss = 0.084041, total_loss = 0.217654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156806, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768589), count: 5, class_loss = 0.308461, iou_loss = 0.160524, total_loss = 0.468985 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.080550, iou_loss = 0.000000, total_loss = 0.080550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000166, iou_loss = 0.000000, total_loss = 0.000166 \n",
            " total_bbox = 156811, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.758432), count: 2, class_loss = 0.188847, iou_loss = 0.054109, total_loss = 0.242956 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723247), count: 4, class_loss = 0.334532, iou_loss = 0.282805, total_loss = 0.617338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156817, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.905134), count: 1, class_loss = 0.003133, iou_loss = 0.011913, total_loss = 0.015045 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778168), count: 5, class_loss = 0.028293, iou_loss = 0.197995, total_loss = 0.226288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.065998, iou_loss = 0.000000, total_loss = 0.065998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.858829), count: 6, class_loss = 0.152696, iou_loss = 0.087794, total_loss = 0.240490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156829, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1611/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1611: 0.206371, 0.196239 avg loss, 0.001000 rate, 8.807890 seconds, 103104 images, 3.794227 hours left\n",
            "Loaded: 0.000281 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810710), count: 2, class_loss = 0.029087, iou_loss = 0.094411, total_loss = 0.123499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.800864), count: 2, class_loss = 0.188588, iou_loss = 0.130831, total_loss = 0.319419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156833, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.568259), count: 2, class_loss = 0.092916, iou_loss = 0.379108, total_loss = 0.472024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789338), count: 4, class_loss = 0.015294, iou_loss = 0.109437, total_loss = 0.124731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.763332), count: 3, class_loss = 0.210532, iou_loss = 0.103440, total_loss = 0.313973 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855679), count: 3, class_loss = 0.013537, iou_loss = 0.065543, total_loss = 0.079080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156845, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769297), count: 7, class_loss = 0.311150, iou_loss = 0.251532, total_loss = 0.562681 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836206), count: 4, class_loss = 0.075836, iou_loss = 0.116663, total_loss = 0.192499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156856, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834631), count: 3, class_loss = 0.012497, iou_loss = 0.059899, total_loss = 0.072397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751907), count: 5, class_loss = 0.477667, iou_loss = 0.504154, total_loss = 0.981821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006149, iou_loss = 0.000000, total_loss = 0.006149 \n",
            " total_bbox = 156864, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.858531), count: 2, class_loss = 0.345468, iou_loss = 0.036538, total_loss = 0.382005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819025), count: 3, class_loss = 0.363018, iou_loss = 0.416108, total_loss = 0.779126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778212), count: 1, class_loss = 0.161756, iou_loss = 0.031980, total_loss = 0.193736 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798431), count: 7, class_loss = 0.077834, iou_loss = 0.220633, total_loss = 0.298467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597916), count: 1, class_loss = 0.184813, iou_loss = 0.138652, total_loss = 0.323465 \n",
            " total_bbox = 156878, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.843870), count: 1, class_loss = 0.001089, iou_loss = 0.019599, total_loss = 0.020688 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818674), count: 4, class_loss = 0.493143, iou_loss = 0.099139, total_loss = 0.592282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860127), count: 2, class_loss = 0.007619, iou_loss = 0.032063, total_loss = 0.039682 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784877), count: 3, class_loss = 0.382940, iou_loss = 0.201446, total_loss = 0.584387 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156888, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.710391), count: 8, class_loss = 0.628403, iou_loss = 0.863376, total_loss = 1.491779 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003757, iou_loss = 0.000000, total_loss = 0.003757 \n",
            " total_bbox = 156896, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778809), count: 3, class_loss = 0.218554, iou_loss = 0.195307, total_loss = 0.413861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808699), count: 1, class_loss = 0.000109, iou_loss = 0.020764, total_loss = 0.020874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156900, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798785), count: 3, class_loss = 0.098172, iou_loss = 0.108214, total_loss = 0.206385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789204), count: 3, class_loss = 0.089125, iou_loss = 0.096400, total_loss = 0.185525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156906, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822559), count: 3, class_loss = 0.000561, iou_loss = 0.069800, total_loss = 0.070362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722408), count: 2, class_loss = 0.018565, iou_loss = 0.082029, total_loss = 0.100594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156911, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733508), count: 5, class_loss = 0.488954, iou_loss = 0.256283, total_loss = 0.745238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844989), count: 2, class_loss = 0.076510, iou_loss = 0.036552, total_loss = 0.113062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.584901), count: 1, class_loss = 0.172042, iou_loss = 0.160034, total_loss = 0.332077 \n",
            " total_bbox = 156919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823811), count: 4, class_loss = 0.034527, iou_loss = 0.105785, total_loss = 0.140312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728213), count: 2, class_loss = 0.000600, iou_loss = 0.064523, total_loss = 0.065123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822605), count: 4, class_loss = 0.056879, iou_loss = 0.091371, total_loss = 0.148250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.661623), count: 4, class_loss = 0.335605, iou_loss = 0.337256, total_loss = 0.672861 \n",
            " total_bbox = 156933, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1612/4000: loss=0.2 hours left=3.8\u0007\n",
            " 1612: 0.232754, 0.199890 avg loss, 0.001000 rate, 9.063552 seconds, 103168 images, 3.814735 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779260), count: 2, class_loss = 0.056445, iou_loss = 0.057956, total_loss = 0.114401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821114), count: 2, class_loss = 0.189379, iou_loss = 0.054875, total_loss = 0.244254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156936, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877056), count: 1, class_loss = 0.205992, iou_loss = 0.007454, total_loss = 0.213446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814325), count: 5, class_loss = 0.018110, iou_loss = 0.144311, total_loss = 0.162422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 156942, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788157), count: 5, class_loss = 0.061742, iou_loss = 0.295235, total_loss = 0.356977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156947, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805943), count: 3, class_loss = 0.048697, iou_loss = 0.078711, total_loss = 0.127408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799421), count: 8, class_loss = 0.336979, iou_loss = 0.280941, total_loss = 0.617920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007422, iou_loss = 0.000000, total_loss = 0.007422 \n",
            " total_bbox = 156958, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813328), count: 2, class_loss = 0.002877, iou_loss = 0.070269, total_loss = 0.073146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822607), count: 5, class_loss = 0.021644, iou_loss = 0.185312, total_loss = 0.206956 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156965, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823092), count: 3, class_loss = 0.001058, iou_loss = 0.073020, total_loss = 0.074078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782004), count: 2, class_loss = 0.229445, iou_loss = 0.086020, total_loss = 0.315465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 156970, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812976), count: 4, class_loss = 0.130091, iou_loss = 0.112598, total_loss = 0.242689 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.875618), count: 3, class_loss = 0.066110, iou_loss = 0.044474, total_loss = 0.110583 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 156977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.822908), count: 3, class_loss = 0.190106, iou_loss = 0.099885, total_loss = 0.289992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.881496), count: 4, class_loss = 0.058502, iou_loss = 0.078526, total_loss = 0.137028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 156984, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.875271), count: 1, class_loss = 0.003556, iou_loss = 0.007106, total_loss = 0.010662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876686), count: 4, class_loss = 0.015335, iou_loss = 0.068643, total_loss = 0.083978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n",
            " total_bbox = 156989, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.861246), count: 2, class_loss = 0.000329, iou_loss = 0.021055, total_loss = 0.021384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872499), count: 3, class_loss = 0.076941, iou_loss = 0.115600, total_loss = 0.192542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156994, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752192), count: 4, class_loss = 0.141681, iou_loss = 0.176432, total_loss = 0.318113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005941, iou_loss = 0.000000, total_loss = 0.005941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 156998, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796805), count: 3, class_loss = 0.063942, iou_loss = 0.154502, total_loss = 0.218443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785827), count: 4, class_loss = 0.070501, iou_loss = 0.157608, total_loss = 0.228110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.074866, iou_loss = 0.000000, total_loss = 0.074866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863387), count: 4, class_loss = 0.178043, iou_loss = 0.050180, total_loss = 0.228222 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.580026), count: 1, class_loss = 0.246415, iou_loss = 0.152857, total_loss = 0.399273 \n",
            " total_bbox = 157010, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791589), count: 3, class_loss = 0.020945, iou_loss = 0.077670, total_loss = 0.098615 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790016), count: 4, class_loss = 0.185694, iou_loss = 0.132713, total_loss = 0.318407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 157017, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784411), count: 5, class_loss = 0.116571, iou_loss = 0.190003, total_loss = 0.306574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000589, iou_loss = 0.000000, total_loss = 0.000589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157022, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.945885), count: 1, class_loss = 0.001632, iou_loss = 0.002203, total_loss = 0.003835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831198), count: 5, class_loss = 0.033813, iou_loss = 0.128226, total_loss = 0.162039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157028, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1613/4000: loss=0.1 hours left=3.8\u0007\n",
            " 1613: 0.124289, 0.192330 avg loss, 0.001000 rate, 9.090855 seconds, 103232 images, 3.836712 hours left\n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804972), count: 3, class_loss = 0.416716, iou_loss = 0.141886, total_loss = 0.558602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767244), count: 7, class_loss = 0.543037, iou_loss = 0.410128, total_loss = 0.953165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157038, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764968), count: 3, class_loss = 0.005746, iou_loss = 0.134327, total_loss = 0.140073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.895884), count: 2, class_loss = 0.272934, iou_loss = 0.075460, total_loss = 0.348394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 157043, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725042), count: 3, class_loss = 0.328011, iou_loss = 0.164253, total_loss = 0.492265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771886), count: 1, class_loss = 0.258642, iou_loss = 0.022373, total_loss = 0.281015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157047, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718894), count: 3, class_loss = 0.037907, iou_loss = 0.222164, total_loss = 0.260071 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782230), count: 2, class_loss = 0.033466, iou_loss = 0.069612, total_loss = 0.103078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 157052, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702784), count: 4, class_loss = 0.455126, iou_loss = 0.326175, total_loss = 0.781301 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007907, iou_loss = 0.000000, total_loss = 0.007907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157056, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712184), count: 2, class_loss = 0.139186, iou_loss = 0.096601, total_loss = 0.235787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817364), count: 4, class_loss = 0.084585, iou_loss = 0.088672, total_loss = 0.173256 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157062, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.920882), count: 1, class_loss = 0.139153, iou_loss = 0.006597, total_loss = 0.145750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822273), count: 5, class_loss = 0.043261, iou_loss = 0.101048, total_loss = 0.144309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.610085), count: 1, class_loss = 0.251305, iou_loss = 0.212649, total_loss = 0.463954 \n",
            " total_bbox = 157069, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772271), count: 1, class_loss = 0.015747, iou_loss = 0.028991, total_loss = 0.044739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790334), count: 4, class_loss = 0.381424, iou_loss = 0.199088, total_loss = 0.580512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157074, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.740886), count: 3, class_loss = 0.034744, iou_loss = 0.122688, total_loss = 0.157432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789628), count: 6, class_loss = 0.268134, iou_loss = 0.302414, total_loss = 0.570548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003374, iou_loss = 0.000000, total_loss = 0.003374 \n",
            " total_bbox = 157083, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883041), count: 2, class_loss = 0.111269, iou_loss = 0.022954, total_loss = 0.134223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836810), count: 2, class_loss = 0.079388, iou_loss = 0.063133, total_loss = 0.142521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 157087, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605332), count: 1, class_loss = 0.021462, iou_loss = 0.074514, total_loss = 0.095976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853060), count: 5, class_loss = 0.172006, iou_loss = 0.081019, total_loss = 0.253025 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157093, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731268), count: 4, class_loss = 0.428517, iou_loss = 0.200734, total_loss = 0.629251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.612677), count: 1, class_loss = 0.128277, iou_loss = 0.113657, total_loss = 0.241934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 157098, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775561), count: 3, class_loss = 0.148999, iou_loss = 0.107203, total_loss = 0.256202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.657170), count: 2, class_loss = 0.104901, iou_loss = 0.184272, total_loss = 0.289173 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 157103, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701776), count: 3, class_loss = 0.124042, iou_loss = 0.183317, total_loss = 0.307359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890674), count: 2, class_loss = 0.179941, iou_loss = 0.040506, total_loss = 0.220446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157108, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000593, iou_loss = 0.000000, total_loss = 0.000593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820390), count: 6, class_loss = 0.544712, iou_loss = 0.309111, total_loss = 0.853822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 157114, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826280), count: 3, class_loss = 0.222603, iou_loss = 0.056423, total_loss = 0.279026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809620), count: 1, class_loss = 0.411527, iou_loss = 0.025349, total_loss = 0.436877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157118, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1614/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1614: 0.220542, 0.195151 avg loss, 0.001000 rate, 9.069277 seconds, 103296 images, 3.858623 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717328), count: 3, class_loss = 0.346166, iou_loss = 0.192701, total_loss = 0.538867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827906), count: 4, class_loss = 0.319784, iou_loss = 0.096688, total_loss = 0.416472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.066426), count: 1, class_loss = 0.267494, iou_loss = 0.175438, total_loss = 0.442932 \n",
            " total_bbox = 157126, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669986), count: 1, class_loss = 0.223068, iou_loss = 0.057060, total_loss = 0.280128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752092), count: 5, class_loss = 0.113537, iou_loss = 0.242121, total_loss = 0.355658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002578, iou_loss = 0.000000, total_loss = 0.002578 \n",
            " total_bbox = 157132, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766966), count: 3, class_loss = 0.112465, iou_loss = 0.105213, total_loss = 0.217678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847922), count: 2, class_loss = 0.004865, iou_loss = 0.094831, total_loss = 0.099696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 157137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647523), count: 2, class_loss = 0.164902, iou_loss = 0.222566, total_loss = 0.387468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795659), count: 9, class_loss = 0.308173, iou_loss = 0.300784, total_loss = 0.608957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678563), count: 3, class_loss = 0.503094, iou_loss = 0.238482, total_loss = 0.741577 \n",
            " total_bbox = 157151, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712959), count: 3, class_loss = 0.406349, iou_loss = 0.210088, total_loss = 0.616437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.721285), count: 6, class_loss = 0.150048, iou_loss = 0.305299, total_loss = 0.455347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157160, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670094), count: 3, class_loss = 0.269080, iou_loss = 0.253932, total_loss = 0.523012 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834190), count: 2, class_loss = 0.022478, iou_loss = 0.039190, total_loss = 0.061667 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157165, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670668), count: 2, class_loss = 0.019063, iou_loss = 0.137267, total_loss = 0.156331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832967), count: 3, class_loss = 0.202404, iou_loss = 0.057414, total_loss = 0.259818 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157170, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.812030), count: 1, class_loss = 0.008497, iou_loss = 0.031494, total_loss = 0.039991 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795441), count: 4, class_loss = 0.143072, iou_loss = 0.134211, total_loss = 0.277283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157175, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815479), count: 5, class_loss = 0.504824, iou_loss = 0.228379, total_loss = 0.733204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802400), count: 1, class_loss = 0.084625, iou_loss = 0.055493, total_loss = 0.140118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157181, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779752), count: 3, class_loss = 0.048199, iou_loss = 0.082305, total_loss = 0.130504 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876176), count: 3, class_loss = 0.001089, iou_loss = 0.115388, total_loss = 0.116477 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 157187, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.854687), count: 3, class_loss = 0.057687, iou_loss = 0.041980, total_loss = 0.099668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000205, iou_loss = 0.000000, total_loss = 0.000205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000241, iou_loss = 0.000000, total_loss = 0.000241 \n",
            " total_bbox = 157190, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676559), count: 2, class_loss = 0.163394, iou_loss = 0.208309, total_loss = 0.371703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810628), count: 3, class_loss = 0.008408, iou_loss = 0.076626, total_loss = 0.085034 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157195, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806886), count: 1, class_loss = 0.231544, iou_loss = 0.029596, total_loss = 0.261140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754498), count: 7, class_loss = 0.553703, iou_loss = 0.418776, total_loss = 0.972479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157203, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727648), count: 1, class_loss = 0.320676, iou_loss = 0.045747, total_loss = 0.366423 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813411), count: 7, class_loss = 0.652312, iou_loss = 0.216788, total_loss = 0.869100 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.402278), count: 1, class_loss = 0.250625, iou_loss = 0.403682, total_loss = 0.654307 \n",
            " total_bbox = 157212, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694776), count: 1, class_loss = 0.336401, iou_loss = 0.042732, total_loss = 0.379133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852785), count: 3, class_loss = 0.070719, iou_loss = 0.060989, total_loss = 0.131708 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.479490), count: 1, class_loss = 0.138450, iou_loss = 0.264699, total_loss = 0.403148 \n",
            " total_bbox = 157217, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744028), count: 3, class_loss = 0.099607, iou_loss = 0.177833, total_loss = 0.277440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780279), count: 2, class_loss = 0.092802, iou_loss = 0.090551, total_loss = 0.183353 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157222, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1615/4000: loss=0.3 hours left=3.9\u0007\n",
            " 1615: 0.263694, 0.202006 avg loss, 0.001000 rate, 9.081941 seconds, 103360 images, 3.880146 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.845580), count: 3, class_loss = 0.047358, iou_loss = 0.076043, total_loss = 0.123401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776177), count: 2, class_loss = 0.124428, iou_loss = 0.084457, total_loss = 0.208885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157227, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.901670), count: 1, class_loss = 0.000121, iou_loss = 0.009462, total_loss = 0.009584 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826885), count: 5, class_loss = 0.338637, iou_loss = 0.110681, total_loss = 0.449318 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157233, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772797), count: 3, class_loss = 0.167254, iou_loss = 0.080930, total_loss = 0.248184 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865042), count: 1, class_loss = 0.006793, iou_loss = 0.018851, total_loss = 0.025643 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157237, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797436), count: 3, class_loss = 0.123855, iou_loss = 0.165660, total_loss = 0.289515 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696565), count: 1, class_loss = 0.162209, iou_loss = 0.134089, total_loss = 0.296298 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157241, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.878558), count: 1, class_loss = 0.000403, iou_loss = 0.011673, total_loss = 0.012076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680888), count: 3, class_loss = 0.575564, iou_loss = 0.371476, total_loss = 0.947041 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601241), count: 1, class_loss = 0.243014, iou_loss = 0.067374, total_loss = 0.310388 \n",
            " total_bbox = 157246, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806715), count: 3, class_loss = 0.021910, iou_loss = 0.082774, total_loss = 0.104684 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813375), count: 3, class_loss = 0.177593, iou_loss = 0.073632, total_loss = 0.251225 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.603018), count: 1, class_loss = 0.216502, iou_loss = 0.175860, total_loss = 0.392361 \n",
            " total_bbox = 157253, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816373), count: 4, class_loss = 0.102108, iou_loss = 0.129250, total_loss = 0.231358 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787752), count: 7, class_loss = 0.437804, iou_loss = 0.431671, total_loss = 0.869475 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001350, iou_loss = 0.000000, total_loss = 0.001350 \n",
            " total_bbox = 157264, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.815812), count: 3, class_loss = 0.009262, iou_loss = 0.090469, total_loss = 0.099732 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797063), count: 3, class_loss = 0.185106, iou_loss = 0.129353, total_loss = 0.314459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157270, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773872), count: 4, class_loss = 0.269061, iou_loss = 0.260167, total_loss = 0.529227 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005347, iou_loss = 0.000000, total_loss = 0.005347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157274, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765610), count: 2, class_loss = 0.005281, iou_loss = 0.094292, total_loss = 0.099574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711312), count: 3, class_loss = 0.305663, iou_loss = 0.232070, total_loss = 0.537733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157279, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720293), count: 3, class_loss = 0.100388, iou_loss = 0.188073, total_loss = 0.288461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746991), count: 5, class_loss = 0.706873, iou_loss = 0.270785, total_loss = 0.977658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.582180), count: 1, class_loss = 0.327754, iou_loss = 0.179943, total_loss = 0.507696 \n",
            " total_bbox = 157288, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714914), count: 1, class_loss = 0.000450, iou_loss = 0.039547, total_loss = 0.039998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802774), count: 6, class_loss = 0.418931, iou_loss = 0.269165, total_loss = 0.688097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157295, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834322), count: 1, class_loss = 0.095883, iou_loss = 0.019752, total_loss = 0.115635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808982), count: 4, class_loss = 0.163754, iou_loss = 0.243080, total_loss = 0.406834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157300, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782087), count: 1, class_loss = 0.194931, iou_loss = 0.104357, total_loss = 0.299288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797351), count: 3, class_loss = 0.206957, iou_loss = 0.100374, total_loss = 0.307331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157304, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692720), count: 1, class_loss = 0.216826, iou_loss = 0.045127, total_loss = 0.261953 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855724), count: 5, class_loss = 0.030738, iou_loss = 0.113942, total_loss = 0.144680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157310, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627618), count: 1, class_loss = 0.175148, iou_loss = 0.087789, total_loss = 0.262938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796991), count: 3, class_loss = 0.227652, iou_loss = 0.142123, total_loss = 0.369775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157314, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1616/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1616: 0.229733, 0.204778 avg loss, 0.001000 rate, 9.075288 seconds, 103424 images, 3.901513 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.851217), count: 3, class_loss = 0.094005, iou_loss = 0.057082, total_loss = 0.151086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834482), count: 4, class_loss = 0.187335, iou_loss = 0.096055, total_loss = 0.283390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157321, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801296), count: 7, class_loss = 0.173529, iou_loss = 0.233129, total_loss = 0.406659 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844198), count: 1, class_loss = 0.012903, iou_loss = 0.017945, total_loss = 0.030848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157329, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766865), count: 2, class_loss = 0.008927, iou_loss = 0.067662, total_loss = 0.076589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689990), count: 6, class_loss = 0.905076, iou_loss = 0.785670, total_loss = 1.690746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003459, iou_loss = 0.000000, total_loss = 0.003459 \n",
            " total_bbox = 157337, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689152), count: 2, class_loss = 0.005542, iou_loss = 0.128440, total_loss = 0.133982 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789812), count: 8, class_loss = 0.249663, iou_loss = 0.251419, total_loss = 0.501082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005117, iou_loss = 0.000000, total_loss = 0.005117 \n",
            " total_bbox = 157347, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629229), count: 2, class_loss = 0.040768, iou_loss = 0.218492, total_loss = 0.259260 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632746), count: 3, class_loss = 0.236925, iou_loss = 0.469950, total_loss = 0.706875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000071, iou_loss = 0.000000, total_loss = 0.000071 \n",
            " total_bbox = 157352, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.693834), count: 3, class_loss = 0.210559, iou_loss = 0.200165, total_loss = 0.410724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819883), count: 2, class_loss = 0.309186, iou_loss = 0.056393, total_loss = 0.365579 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157357, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639310), count: 2, class_loss = 0.393680, iou_loss = 0.206054, total_loss = 0.599734 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.842775), count: 2, class_loss = 0.005112, iou_loss = 0.037757, total_loss = 0.042870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157361, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.883761), count: 1, class_loss = 0.034125, iou_loss = 0.006118, total_loss = 0.040243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847809), count: 3, class_loss = 0.002450, iou_loss = 0.059806, total_loss = 0.062256 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157365, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710682), count: 2, class_loss = 0.348505, iou_loss = 0.090305, total_loss = 0.438810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873364), count: 2, class_loss = 0.114488, iou_loss = 0.032408, total_loss = 0.146896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801105), count: 2, class_loss = 0.000796, iou_loss = 0.082478, total_loss = 0.083274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837952), count: 3, class_loss = 0.183141, iou_loss = 0.081515, total_loss = 0.264657 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 157374, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.850980), count: 1, class_loss = 0.045310, iou_loss = 0.011017, total_loss = 0.056327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841892), count: 6, class_loss = 0.274044, iou_loss = 0.206199, total_loss = 0.480243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157381, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755332), count: 2, class_loss = 0.102316, iou_loss = 0.086167, total_loss = 0.188484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660038), count: 4, class_loss = 1.153207, iou_loss = 0.333614, total_loss = 1.486822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 157387, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751110), count: 3, class_loss = 0.030773, iou_loss = 0.124465, total_loss = 0.155238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.874066), count: 1, class_loss = 0.008183, iou_loss = 0.051121, total_loss = 0.059304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157391, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793087), count: 4, class_loss = 0.147512, iou_loss = 0.100032, total_loss = 0.247544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.849874), count: 3, class_loss = 0.221585, iou_loss = 0.060372, total_loss = 0.281957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 157398, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781147), count: 2, class_loss = 0.014576, iou_loss = 0.068877, total_loss = 0.083453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.929290), count: 2, class_loss = 0.004041, iou_loss = 0.017583, total_loss = 0.021625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157402, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814936), count: 4, class_loss = 0.048170, iou_loss = 0.122727, total_loss = 0.170897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822293), count: 3, class_loss = 0.366841, iou_loss = 0.142759, total_loss = 0.509600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.474559), count: 1, class_loss = 0.247591, iou_loss = 0.247636, total_loss = 0.495227 \n",
            " total_bbox = 157410, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1617/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1617: 0.227937, 0.207094 avg loss, 0.001000 rate, 9.129363 seconds, 103488 images, 3.922597 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743286), count: 1, class_loss = 0.000225, iou_loss = 0.049649, total_loss = 0.049874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782579), count: 4, class_loss = 0.029140, iou_loss = 0.109659, total_loss = 0.138799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 157415, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701944), count: 2, class_loss = 0.008644, iou_loss = 0.142893, total_loss = 0.151537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850619), count: 4, class_loss = 0.000374, iou_loss = 0.095118, total_loss = 0.095492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157421, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701714), count: 2, class_loss = 0.180921, iou_loss = 0.121117, total_loss = 0.302038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792194), count: 3, class_loss = 0.828652, iou_loss = 0.191136, total_loss = 1.019788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 157426, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729930), count: 3, class_loss = 0.069764, iou_loss = 0.174855, total_loss = 0.244619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796906), count: 3, class_loss = 0.152633, iou_loss = 0.095749, total_loss = 0.248381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157432, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702524), count: 3, class_loss = 0.141693, iou_loss = 0.208849, total_loss = 0.350542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816796), count: 4, class_loss = 0.206376, iou_loss = 0.105386, total_loss = 0.311762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.408843), count: 1, class_loss = 0.122234, iou_loss = 0.285757, total_loss = 0.407991 \n",
            " total_bbox = 157440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735070), count: 3, class_loss = 0.102660, iou_loss = 0.156917, total_loss = 0.259577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660146), count: 2, class_loss = 0.281552, iou_loss = 0.338177, total_loss = 0.619729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010975, iou_loss = 0.000000, total_loss = 0.010975 \n",
            " total_bbox = 157445, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790798), count: 5, class_loss = 0.204291, iou_loss = 0.223671, total_loss = 0.427961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699595), count: 1, class_loss = 0.079210, iou_loss = 0.039722, total_loss = 0.118933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003083, iou_loss = 0.000000, total_loss = 0.003083 \n",
            " total_bbox = 157451, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768309), count: 2, class_loss = 0.001262, iou_loss = 0.080872, total_loss = 0.082134 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824361), count: 3, class_loss = 0.173587, iou_loss = 0.082175, total_loss = 0.255762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 157456, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743799), count: 3, class_loss = 0.493209, iou_loss = 0.104707, total_loss = 0.597916 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687959), count: 3, class_loss = 0.674753, iou_loss = 0.255702, total_loss = 0.930455 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157462, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698756), count: 3, class_loss = 0.175758, iou_loss = 0.200741, total_loss = 0.376499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.855960), count: 1, class_loss = 0.000047, iou_loss = 0.018009, total_loss = 0.018056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 157466, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718670), count: 1, class_loss = 0.060544, iou_loss = 0.042484, total_loss = 0.103028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699766), count: 3, class_loss = 0.289379, iou_loss = 0.431355, total_loss = 0.720734 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.581105), count: 1, class_loss = 0.189312, iou_loss = 0.135361, total_loss = 0.324673 \n",
            " total_bbox = 157471, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591626), count: 1, class_loss = 0.009039, iou_loss = 0.132178, total_loss = 0.141217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854559), count: 3, class_loss = 0.246086, iou_loss = 0.068687, total_loss = 0.314773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000203, iou_loss = 0.000000, total_loss = 0.000203 \n",
            " total_bbox = 157475, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642168), count: 2, class_loss = 0.105668, iou_loss = 0.196662, total_loss = 0.302330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801870), count: 4, class_loss = 0.225608, iou_loss = 0.145571, total_loss = 0.371178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157481, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769966), count: 3, class_loss = 0.551513, iou_loss = 0.114131, total_loss = 0.665644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856935), count: 3, class_loss = 0.324688, iou_loss = 0.042603, total_loss = 0.367291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157487, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764910), count: 3, class_loss = 0.202146, iou_loss = 0.168537, total_loss = 0.370683 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796099), count: 2, class_loss = 0.096040, iou_loss = 0.116049, total_loss = 0.212089 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157492, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870389), count: 2, class_loss = 0.477826, iou_loss = 0.027530, total_loss = 0.505356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739148), count: 3, class_loss = 0.305215, iou_loss = 0.249683, total_loss = 0.554898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004598, iou_loss = 0.000000, total_loss = 0.004598 \n",
            " total_bbox = 157497, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1618/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1618: 0.249596, 0.211344 avg loss, 0.001000 rate, 9.085604 seconds, 103552 images, 3.943803 hours left\n",
            "Loaded: 0.000053 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.811414), count: 4, class_loss = 0.301948, iou_loss = 0.111343, total_loss = 0.413291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755889), count: 1, class_loss = 0.000448, iou_loss = 0.025703, total_loss = 0.026152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157502, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833886), count: 1, class_loss = 0.102654, iou_loss = 0.015438, total_loss = 0.118092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821977), count: 11, class_loss = 0.205097, iou_loss = 0.300007, total_loss = 0.505104 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637753), count: 1, class_loss = 0.163197, iou_loss = 0.098536, total_loss = 0.261733 \n",
            " total_bbox = 157515, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594721), count: 1, class_loss = 0.000444, iou_loss = 0.100360, total_loss = 0.100804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832598), count: 5, class_loss = 0.231370, iou_loss = 0.098106, total_loss = 0.329476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157521, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838124), count: 1, class_loss = 0.091226, iou_loss = 0.017255, total_loss = 0.108481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807152), count: 8, class_loss = 0.264782, iou_loss = 0.222645, total_loss = 0.487427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000336, iou_loss = 0.000000, total_loss = 0.000336 \n",
            " total_bbox = 157530, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606191), count: 1, class_loss = 0.152938, iou_loss = 0.121670, total_loss = 0.274608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813514), count: 3, class_loss = 0.258009, iou_loss = 0.132811, total_loss = 0.390820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157534, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716699), count: 4, class_loss = 0.151234, iou_loss = 0.241080, total_loss = 0.392314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000343, iou_loss = 0.000000, total_loss = 0.000343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 157538, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.796470), count: 3, class_loss = 0.155842, iou_loss = 0.094255, total_loss = 0.250097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795985), count: 2, class_loss = 0.003683, iou_loss = 0.130819, total_loss = 0.134502 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000118, iou_loss = 0.000000, total_loss = 0.000118 \n",
            " total_bbox = 157543, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755103), count: 3, class_loss = 0.182018, iou_loss = 0.151286, total_loss = 0.333305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731027), count: 1, class_loss = 0.052948, iou_loss = 0.055909, total_loss = 0.108857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157547, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797816), count: 3, class_loss = 0.029071, iou_loss = 0.083844, total_loss = 0.112915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810699), count: 1, class_loss = 0.372373, iou_loss = 0.018350, total_loss = 0.390722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157551, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735644), count: 1, class_loss = 0.000446, iou_loss = 0.035799, total_loss = 0.036244 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792071), count: 4, class_loss = 0.116047, iou_loss = 0.130180, total_loss = 0.246227 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157556, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710952), count: 3, class_loss = 0.038075, iou_loss = 0.180850, total_loss = 0.218925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769291), count: 3, class_loss = 0.060495, iou_loss = 0.102968, total_loss = 0.163463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157562, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.791007), count: 4, class_loss = 0.611793, iou_loss = 0.192237, total_loss = 0.804030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752498), count: 3, class_loss = 0.333563, iou_loss = 0.158173, total_loss = 0.491736 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000270, iou_loss = 0.000000, total_loss = 0.000270 \n",
            " total_bbox = 157568, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708915), count: 1, class_loss = 0.011180, iou_loss = 0.061976, total_loss = 0.073156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834674), count: 9, class_loss = 0.296339, iou_loss = 0.186579, total_loss = 0.482918 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007680, iou_loss = 0.000000, total_loss = 0.007680 \n",
            " total_bbox = 157578, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716266), count: 4, class_loss = 0.057248, iou_loss = 0.315576, total_loss = 0.372823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850373), count: 1, class_loss = 0.002886, iou_loss = 0.017529, total_loss = 0.020414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157583, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.169161, iou_loss = 0.000000, total_loss = 0.169161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792807), count: 4, class_loss = 0.359624, iou_loss = 0.138179, total_loss = 0.497803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157587, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737336), count: 5, class_loss = 0.290629, iou_loss = 0.228257, total_loss = 0.518886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864884), count: 1, class_loss = 0.001848, iou_loss = 0.017293, total_loss = 0.019141 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157593, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1619/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1619: 0.184633, 0.208673 avg loss, 0.001000 rate, 9.091554 seconds, 103616 images, 3.964482 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790867), count: 3, class_loss = 0.021144, iou_loss = 0.098968, total_loss = 0.120112 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711306), count: 2, class_loss = 0.002210, iou_loss = 0.129630, total_loss = 0.131840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000427, iou_loss = 0.000000, total_loss = 0.000427 \n",
            " total_bbox = 157598, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795644), count: 3, class_loss = 0.400179, iou_loss = 0.107810, total_loss = 0.507989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780892), count: 2, class_loss = 0.005184, iou_loss = 0.058574, total_loss = 0.063758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157603, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813881), count: 2, class_loss = 0.000517, iou_loss = 0.051933, total_loss = 0.052450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.675047), count: 1, class_loss = 0.077675, iou_loss = 0.087228, total_loss = 0.164904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023303, iou_loss = 0.000000, total_loss = 0.023303 \n",
            " total_bbox = 157606, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804846), count: 2, class_loss = 0.000264, iou_loss = 0.086889, total_loss = 0.087153 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.838641), count: 5, class_loss = 0.284775, iou_loss = 0.150391, total_loss = 0.435166 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 157613, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.901169), count: 1, class_loss = 0.036766, iou_loss = 0.013172, total_loss = 0.049938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773155), count: 8, class_loss = 0.090991, iou_loss = 0.323467, total_loss = 0.414458 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157622, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.879896), count: 2, class_loss = 0.090619, iou_loss = 0.033244, total_loss = 0.123862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745628), count: 3, class_loss = 0.083983, iou_loss = 0.122474, total_loss = 0.206457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554296), count: 1, class_loss = 0.250222, iou_loss = 0.344652, total_loss = 0.594874 \n",
            " total_bbox = 157628, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876914), count: 2, class_loss = 0.010877, iou_loss = 0.029004, total_loss = 0.039881 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825340), count: 3, class_loss = 0.013147, iou_loss = 0.078918, total_loss = 0.092066 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157633, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745461), count: 6, class_loss = 0.362133, iou_loss = 0.282019, total_loss = 0.644152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795490), count: 1, class_loss = 0.102429, iou_loss = 0.038554, total_loss = 0.140984 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157640, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.788135), count: 1, class_loss = 0.292351, iou_loss = 0.043140, total_loss = 0.335491 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814229), count: 4, class_loss = 0.246068, iou_loss = 0.324257, total_loss = 0.570325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000046, iou_loss = 0.000000, total_loss = 0.000046 \n",
            " total_bbox = 157645, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730152), count: 3, class_loss = 0.081527, iou_loss = 0.174657, total_loss = 0.256184 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.497377), count: 1, class_loss = 0.239116, iou_loss = 0.290302, total_loss = 0.529418 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000315, iou_loss = 0.000000, total_loss = 0.000315 \n",
            " total_bbox = 157649, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566103), count: 1, class_loss = 0.376401, iou_loss = 0.133884, total_loss = 0.510286 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790553), count: 7, class_loss = 0.688395, iou_loss = 0.362787, total_loss = 1.051182 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000688, iou_loss = 0.000000, total_loss = 0.000688 \n",
            " total_bbox = 157657, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.832102), count: 2, class_loss = 0.000118, iou_loss = 0.037886, total_loss = 0.038004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820918), count: 5, class_loss = 0.177346, iou_loss = 0.154197, total_loss = 0.331543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 157664, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772922), count: 2, class_loss = 0.390481, iou_loss = 0.088072, total_loss = 0.478552 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769041), count: 3, class_loss = 0.053638, iou_loss = 0.148926, total_loss = 0.202564 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000051, iou_loss = 0.000000, total_loss = 0.000051 \n",
            " total_bbox = 157669, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646473), count: 1, class_loss = 0.207320, iou_loss = 0.074704, total_loss = 0.282024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.811298), count: 4, class_loss = 0.356219, iou_loss = 0.109552, total_loss = 0.465771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.022691, iou_loss = 0.000000, total_loss = 0.022691 \n",
            " total_bbox = 157674, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787278), count: 1, class_loss = 0.041132, iou_loss = 0.038756, total_loss = 0.079888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873942), count: 4, class_loss = 0.013429, iou_loss = 0.055088, total_loss = 0.068517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157679, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.910370), count: 1, class_loss = 0.052227, iou_loss = 0.004227, total_loss = 0.056454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816455), count: 7, class_loss = 0.435186, iou_loss = 0.153836, total_loss = 0.589022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002701, iou_loss = 0.000000, total_loss = 0.002701 \n",
            " total_bbox = 157687, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1620/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1620: 0.203448, 0.208151 avg loss, 0.001000 rate, 9.103985 seconds, 103680 images, 3.984968 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 416 x 416 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000042 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.005938, iou_loss = 0.000000, total_loss = 0.005938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767429), count: 4, class_loss = 0.339376, iou_loss = 0.245983, total_loss = 0.585359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601120), count: 1, class_loss = 0.066167, iou_loss = 0.172754, total_loss = 0.238921 \n",
            " total_bbox = 157692, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870301), count: 1, class_loss = 0.000979, iou_loss = 0.008693, total_loss = 0.009672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788805), count: 6, class_loss = 0.278528, iou_loss = 0.218750, total_loss = 0.497277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157699, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.848290), count: 1, class_loss = 0.029789, iou_loss = 0.021337, total_loss = 0.051126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.860891), count: 2, class_loss = 0.043159, iou_loss = 0.022931, total_loss = 0.066090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.719244), count: 8, class_loss = 0.618493, iou_loss = 0.857545, total_loss = 1.476037 \n",
            " total_bbox = 157710, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.873924), count: 4, class_loss = 0.421728, iou_loss = 0.051928, total_loss = 0.473656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 157714, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000346, iou_loss = 0.000000, total_loss = 0.000346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795262), count: 6, class_loss = 0.475614, iou_loss = 0.277077, total_loss = 0.752691 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 157720, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.717433), count: 3, class_loss = 0.215353, iou_loss = 0.162519, total_loss = 0.377872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.871372), count: 3, class_loss = 0.096383, iou_loss = 0.036031, total_loss = 0.132414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.633086), count: 1, class_loss = 0.194154, iou_loss = 0.224222, total_loss = 0.418376 \n",
            " total_bbox = 157727, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781430), count: 8, class_loss = 0.368578, iou_loss = 0.354659, total_loss = 0.723237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.588941), count: 1, class_loss = 0.091359, iou_loss = 0.159738, total_loss = 0.251098 \n",
            " total_bbox = 157736, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839207), count: 2, class_loss = 0.253308, iou_loss = 0.023087, total_loss = 0.276395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822186), count: 4, class_loss = 0.835902, iou_loss = 0.080081, total_loss = 0.915984 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.212579), count: 1, class_loss = 0.257943, iou_loss = 1.236352, total_loss = 1.494295 \n",
            " total_bbox = 157743, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.033355, iou_loss = 0.000000, total_loss = 0.033355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833084), count: 6, class_loss = 0.475653, iou_loss = 0.172540, total_loss = 0.648193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000059, iou_loss = 0.000000, total_loss = 0.000059 \n",
            " total_bbox = 157749, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.118873, iou_loss = 0.000000, total_loss = 0.118873 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831309), count: 5, class_loss = 0.234563, iou_loss = 0.115212, total_loss = 0.349775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.679991), count: 2, class_loss = 0.117977, iou_loss = 0.167542, total_loss = 0.285519 \n",
            " total_bbox = 157756, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.856630), count: 1, class_loss = 0.149094, iou_loss = 0.010137, total_loss = 0.159231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831352), count: 4, class_loss = 0.075207, iou_loss = 0.150077, total_loss = 0.225283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000979, iou_loss = 0.000000, total_loss = 0.000979 \n",
            " total_bbox = 157761, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000032, iou_loss = 0.000000, total_loss = 0.000032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755404), count: 5, class_loss = 0.163906, iou_loss = 0.385654, total_loss = 0.549560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000176, iou_loss = 0.000000, total_loss = 0.000176 \n",
            " total_bbox = 157766, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000091, iou_loss = 0.000000, total_loss = 0.000091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837191), count: 9, class_loss = 0.433634, iou_loss = 0.168789, total_loss = 0.602423 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.635023), count: 4, class_loss = 0.625732, iou_loss = 0.427030, total_loss = 1.052762 \n",
            " total_bbox = 157779, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.005362, iou_loss = 0.000000, total_loss = 0.005362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.850073), count: 4, class_loss = 0.384935, iou_loss = 0.056211, total_loss = 0.441146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.702550), count: 7, class_loss = 1.017753, iou_loss = 0.845577, total_loss = 1.863330 \n",
            " total_bbox = 157790, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807917), count: 4, class_loss = 0.280832, iou_loss = 0.181800, total_loss = 0.462632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157794, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662766), count: 2, class_loss = 0.247442, iou_loss = 0.167964, total_loss = 0.415405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785997), count: 3, class_loss = 0.147169, iou_loss = 0.092572, total_loss = 0.239741 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157799, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1621/4000: loss=0.3 hours left=4.0\u0007\n",
            " 1621: 0.337515, 0.221087 avg loss, 0.001000 rate, 4.701812 seconds, 103744 images, 4.005306 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818552), count: 9, class_loss = 0.071241, iou_loss = 0.350523, total_loss = 0.421764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.800010), count: 2, class_loss = 0.228960, iou_loss = 0.056956, total_loss = 0.285916 \n",
            " total_bbox = 157810, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795153), count: 1, class_loss = 0.009315, iou_loss = 0.018076, total_loss = 0.027391 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797231), count: 3, class_loss = 0.105083, iou_loss = 0.094347, total_loss = 0.199431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000162, iou_loss = 0.000000, total_loss = 0.000162 \n",
            " total_bbox = 157814, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751529), count: 1, class_loss = 0.040609, iou_loss = 0.030282, total_loss = 0.070891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857716), count: 4, class_loss = 0.103381, iou_loss = 0.118681, total_loss = 0.222062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000058, iou_loss = 0.000000, total_loss = 0.000058 \n",
            " total_bbox = 157819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.755360), count: 2, class_loss = 0.068986, iou_loss = 0.089700, total_loss = 0.158686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798311), count: 3, class_loss = 0.006613, iou_loss = 0.075730, total_loss = 0.082343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157824, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786750), count: 1, class_loss = 0.001192, iou_loss = 0.025153, total_loss = 0.026345 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818157), count: 7, class_loss = 0.355658, iou_loss = 0.151252, total_loss = 0.506910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001875, iou_loss = 0.000000, total_loss = 0.001875 \n",
            " total_bbox = 157832, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824251), count: 1, class_loss = 0.001051, iou_loss = 0.021031, total_loss = 0.022082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796767), count: 4, class_loss = 0.213462, iou_loss = 0.133487, total_loss = 0.346948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.700245), count: 2, class_loss = 0.219057, iou_loss = 0.237422, total_loss = 0.456479 \n",
            " total_bbox = 157839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.014765, iou_loss = 0.000000, total_loss = 0.014765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.771274), count: 7, class_loss = 0.371262, iou_loss = 0.263073, total_loss = 0.634335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157846, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003388, iou_loss = 0.000000, total_loss = 0.003388 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.870544), count: 4, class_loss = 0.004749, iou_loss = 0.050819, total_loss = 0.055568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000647, iou_loss = 0.000000, total_loss = 0.000647 \n",
            " total_bbox = 157850, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.187403, iou_loss = 0.000000, total_loss = 0.187403 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857628), count: 6, class_loss = 0.150282, iou_loss = 0.101134, total_loss = 0.251416 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.649522), count: 2, class_loss = 0.214291, iou_loss = 0.150313, total_loss = 0.364604 \n",
            " total_bbox = 157858, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806810), count: 1, class_loss = 0.011988, iou_loss = 0.019746, total_loss = 0.031735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862127), count: 4, class_loss = 0.002256, iou_loss = 0.059764, total_loss = 0.062020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000190, iou_loss = 0.000000, total_loss = 0.000190 \n",
            " total_bbox = 157863, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836110), count: 1, class_loss = 0.000002, iou_loss = 0.011709, total_loss = 0.011711 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778527), count: 3, class_loss = 0.037258, iou_loss = 0.085614, total_loss = 0.122872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.694196), count: 1, class_loss = 0.261634, iou_loss = 0.086689, total_loss = 0.348323 \n",
            " total_bbox = 157868, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767921), count: 3, class_loss = 0.000328, iou_loss = 0.100359, total_loss = 0.100686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815020), count: 3, class_loss = 0.021429, iou_loss = 0.064504, total_loss = 0.085933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.756447), count: 1, class_loss = 0.004935, iou_loss = 0.093194, total_loss = 0.098129 \n",
            " total_bbox = 157875, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.039000, iou_loss = 0.000000, total_loss = 0.039000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786918), count: 6, class_loss = 0.151358, iou_loss = 0.184078, total_loss = 0.335436 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 157881, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.035276, iou_loss = 0.000000, total_loss = 0.035276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.852185), count: 3, class_loss = 0.141496, iou_loss = 0.053099, total_loss = 0.194595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.656956), count: 3, class_loss = 0.398991, iou_loss = 0.302770, total_loss = 0.701761 \n",
            " total_bbox = 157887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.001347, iou_loss = 0.000000, total_loss = 0.001347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.815132), count: 7, class_loss = 0.023491, iou_loss = 0.144337, total_loss = 0.167828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000061, iou_loss = 0.000000, total_loss = 0.000061 \n",
            " total_bbox = 157894, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.847787), count: 4, class_loss = 0.209661, iou_loss = 0.063172, total_loss = 0.272832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008512, iou_loss = 0.000000, total_loss = 0.008512 \n",
            " total_bbox = 157898, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1622/4000: loss=0.1 hours left=4.0\u0007\n",
            " 1622: 0.144995, 0.213478 avg loss, 0.001000 rate, 4.823704 seconds, 103808 images, 3.996325 hours left\n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824627), count: 3, class_loss = 0.006942, iou_loss = 0.078860, total_loss = 0.085803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.884263), count: 2, class_loss = 0.004687, iou_loss = 0.019174, total_loss = 0.023860 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000114, iou_loss = 0.000000, total_loss = 0.000114 \n",
            " total_bbox = 157903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813898), count: 1, class_loss = 0.000314, iou_loss = 0.017026, total_loss = 0.017340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.857185), count: 3, class_loss = 0.002393, iou_loss = 0.035158, total_loss = 0.037551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 157907, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000032, iou_loss = 0.000000, total_loss = 0.000032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824615), count: 6, class_loss = 0.121941, iou_loss = 0.126449, total_loss = 0.248390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.019219), count: 1, class_loss = 0.277398, iou_loss = 1.180402, total_loss = 1.457800 \n",
            " total_bbox = 157914, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641806), count: 1, class_loss = 0.007612, iou_loss = 0.090048, total_loss = 0.097661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841604), count: 4, class_loss = 0.017508, iou_loss = 0.099544, total_loss = 0.117052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.052492, iou_loss = 0.000000, total_loss = 0.052492 \n",
            " total_bbox = 157919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000537, iou_loss = 0.000000, total_loss = 0.000537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799320), count: 6, class_loss = 0.161048, iou_loss = 0.173333, total_loss = 0.334381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n",
            " total_bbox = 157925, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.852165), count: 3, class_loss = 0.205525, iou_loss = 0.053493, total_loss = 0.259018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.808775), count: 3, class_loss = 0.067265, iou_loss = 0.108713, total_loss = 0.175977 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008913, iou_loss = 0.000000, total_loss = 0.008913 \n",
            " total_bbox = 157931, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807283), count: 1, class_loss = 0.000009, iou_loss = 0.017108, total_loss = 0.017117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854977), count: 5, class_loss = 0.329429, iou_loss = 0.131082, total_loss = 0.460511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000252, iou_loss = 0.000000, total_loss = 0.000252 \n",
            " total_bbox = 157937, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876914), count: 2, class_loss = 0.056137, iou_loss = 0.027277, total_loss = 0.083414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833414), count: 3, class_loss = 0.150165, iou_loss = 0.086195, total_loss = 0.236361 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.020753, iou_loss = 0.000000, total_loss = 0.020753 \n",
            " total_bbox = 157942, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743516), count: 4, class_loss = 0.576107, iou_loss = 0.262570, total_loss = 0.838677 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008243, iou_loss = 0.000000, total_loss = 0.008243 \n",
            " total_bbox = 157946, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684214), count: 1, class_loss = 0.009366, iou_loss = 0.045109, total_loss = 0.054475 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782457), count: 6, class_loss = 0.703546, iou_loss = 0.187550, total_loss = 0.891096 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.653309), count: 1, class_loss = 0.247758, iou_loss = 0.129866, total_loss = 0.377624 \n",
            " total_bbox = 157954, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839007), count: 2, class_loss = 0.211315, iou_loss = 0.027454, total_loss = 0.238769 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853205), count: 2, class_loss = 0.164424, iou_loss = 0.028357, total_loss = 0.192780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 157958, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827174), count: 1, class_loss = 0.000564, iou_loss = 0.013443, total_loss = 0.014007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.825833), count: 8, class_loss = 0.433420, iou_loss = 0.179399, total_loss = 0.612819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001388, iou_loss = 0.000000, total_loss = 0.001388 \n",
            " total_bbox = 157967, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862055), count: 1, class_loss = 0.000014, iou_loss = 0.008457, total_loss = 0.008471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820958), count: 5, class_loss = 0.001238, iou_loss = 0.112156, total_loss = 0.113394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.594097), count: 1, class_loss = 0.060842, iou_loss = 0.132183, total_loss = 0.193025 \n",
            " total_bbox = 157974, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656303), count: 1, class_loss = 0.077128, iou_loss = 0.068502, total_loss = 0.145630 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846003), count: 2, class_loss = 0.105980, iou_loss = 0.058672, total_loss = 0.164651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.769119), count: 7, class_loss = 0.475119, iou_loss = 0.437233, total_loss = 0.912352 \n",
            " total_bbox = 157984, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.263936, iou_loss = 0.000000, total_loss = 0.263936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.812447), count: 5, class_loss = 0.020688, iou_loss = 0.130416, total_loss = 0.151104 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.773617), count: 7, class_loss = 0.385737, iou_loss = 0.248727, total_loss = 0.634465 \n",
            " total_bbox = 157996, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.786286), count: 4, class_loss = 0.206916, iou_loss = 0.159496, total_loss = 0.366412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.742962), count: 6, class_loss = 0.546476, iou_loss = 0.507266, total_loss = 1.053742 \n",
            " total_bbox = 158006, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1623/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1623: 0.228592, 0.214989 avg loss, 0.001000 rate, 4.827698 seconds, 103872 images, 3.988225 hours left\n",
            "Loaded: 0.000046 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696007), count: 2, class_loss = 0.434546, iou_loss = 0.159012, total_loss = 0.593558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.862061), count: 3, class_loss = 0.137242, iou_loss = 0.047709, total_loss = 0.184951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 158011, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627464), count: 2, class_loss = 0.557166, iou_loss = 0.201228, total_loss = 0.758394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859285), count: 3, class_loss = 0.036038, iou_loss = 0.043355, total_loss = 0.079393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 158016, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.816864), count: 6, class_loss = 0.100149, iou_loss = 0.180690, total_loss = 0.280839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158022, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842737), count: 3, class_loss = 0.081024, iou_loss = 0.069386, total_loss = 0.150410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826954), count: 1, class_loss = 0.000007, iou_loss = 0.026075, total_loss = 0.026082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 158025, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.936724), count: 1, class_loss = 0.018024, iou_loss = 0.002851, total_loss = 0.020875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804432), count: 6, class_loss = 0.040516, iou_loss = 0.218300, total_loss = 0.258816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.847708), count: 1, class_loss = 0.045813, iou_loss = 0.013999, total_loss = 0.059812 \n",
            " total_bbox = 158033, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.870267), count: 1, class_loss = 0.000254, iou_loss = 0.014653, total_loss = 0.014907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739278), count: 3, class_loss = 0.226124, iou_loss = 0.211539, total_loss = 0.437663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n",
            " total_bbox = 158037, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786928), count: 1, class_loss = 0.085734, iou_loss = 0.022102, total_loss = 0.107836 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818591), count: 4, class_loss = 0.008962, iou_loss = 0.204924, total_loss = 0.213886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000037, iou_loss = 0.000000, total_loss = 0.000037 \n",
            " total_bbox = 158042, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670863), count: 1, class_loss = 0.118600, iou_loss = 0.060968, total_loss = 0.179568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780514), count: 3, class_loss = 0.071719, iou_loss = 0.080667, total_loss = 0.152385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.689915), count: 1, class_loss = 0.058614, iou_loss = 0.054695, total_loss = 0.113308 \n",
            " total_bbox = 158047, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774846), count: 1, class_loss = 0.206900, iou_loss = 0.027979, total_loss = 0.234879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819575), count: 4, class_loss = 0.004177, iou_loss = 0.085617, total_loss = 0.089795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 158052, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.055091, iou_loss = 0.000000, total_loss = 0.055091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.853730), count: 4, class_loss = 0.060400, iou_loss = 0.085803, total_loss = 0.146203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002160, iou_loss = 0.000000, total_loss = 0.002160 \n",
            " total_bbox = 158056, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000766, iou_loss = 0.000000, total_loss = 0.000766 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831797), count: 8, class_loss = 0.468990, iou_loss = 0.150120, total_loss = 0.619110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.695758), count: 1, class_loss = 0.001309, iou_loss = 0.090785, total_loss = 0.092094 \n",
            " total_bbox = 158065, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821317), count: 7, class_loss = 0.045097, iou_loss = 0.144364, total_loss = 0.189461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n",
            " total_bbox = 158072, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768185), count: 3, class_loss = 0.578878, iou_loss = 0.157770, total_loss = 0.736648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706090), count: 4, class_loss = 0.063521, iou_loss = 0.299276, total_loss = 0.362796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.905101), count: 1, class_loss = 0.306490, iou_loss = 0.008618, total_loss = 0.315108 \n",
            " total_bbox = 158080, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.733734), count: 3, class_loss = 0.163206, iou_loss = 0.214699, total_loss = 0.377905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.811251), count: 7, class_loss = 0.263461, iou_loss = 0.276113, total_loss = 0.539574 \n",
            " total_bbox = 158090, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699792), count: 1, class_loss = 0.011914, iou_loss = 0.044644, total_loss = 0.056558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.796653), count: 4, class_loss = 0.219429, iou_loss = 0.150101, total_loss = 0.369530 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001475, iou_loss = 0.000000, total_loss = 0.001475 \n",
            " total_bbox = 158095, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792396), count: 2, class_loss = 0.001363, iou_loss = 0.041051, total_loss = 0.042414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846341), count: 4, class_loss = 0.295799, iou_loss = 0.086282, total_loss = 0.382081 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001110, iou_loss = 0.000000, total_loss = 0.001110 \n",
            " total_bbox = 158101, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1624/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1624: 0.171825, 0.210673 avg loss, 0.001000 rate, 4.818378 seconds, 103936 images, 3.980220 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674690), count: 1, class_loss = 0.235267, iou_loss = 0.089660, total_loss = 0.324926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.807779), count: 6, class_loss = 0.067057, iou_loss = 0.189715, total_loss = 0.256772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158108, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692861), count: 2, class_loss = 0.303255, iou_loss = 0.196622, total_loss = 0.499877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769511), count: 3, class_loss = 0.172293, iou_loss = 0.138358, total_loss = 0.310651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 158113, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.776530), count: 1, class_loss = 0.001398, iou_loss = 0.035890, total_loss = 0.037288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743762), count: 6, class_loss = 0.729490, iou_loss = 0.346082, total_loss = 1.075572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.780495), count: 1, class_loss = 0.054968, iou_loss = 0.060033, total_loss = 0.115001 \n",
            " total_bbox = 158121, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752303), count: 2, class_loss = 0.169768, iou_loss = 0.082901, total_loss = 0.252669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846447), count: 4, class_loss = 0.339566, iou_loss = 0.061694, total_loss = 0.401260 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000318, iou_loss = 0.000000, total_loss = 0.000318 \n",
            " total_bbox = 158127, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774482), count: 2, class_loss = 0.000388, iou_loss = 0.066132, total_loss = 0.066520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854562), count: 2, class_loss = 0.019888, iou_loss = 0.034677, total_loss = 0.054565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            " total_bbox = 158131, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831974), count: 1, class_loss = 0.000058, iou_loss = 0.013806, total_loss = 0.013864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790242), count: 4, class_loss = 0.296815, iou_loss = 0.170878, total_loss = 0.467693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.643066), count: 1, class_loss = 0.241708, iou_loss = 0.152769, total_loss = 0.394477 \n",
            " total_bbox = 158137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.648850), count: 2, class_loss = 0.144311, iou_loss = 0.203921, total_loss = 0.348232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.872350), count: 3, class_loss = 0.192006, iou_loss = 0.035353, total_loss = 0.227359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158142, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802640), count: 4, class_loss = 0.279054, iou_loss = 0.098409, total_loss = 0.377463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675681), count: 1, class_loss = 0.009606, iou_loss = 0.116636, total_loss = 0.126242 \n",
            " total_bbox = 158147, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.781230), count: 1, class_loss = 0.043849, iou_loss = 0.029941, total_loss = 0.073790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731520), count: 6, class_loss = 0.299957, iou_loss = 0.283520, total_loss = 0.583476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000291, iou_loss = 0.000000, total_loss = 0.000291 \n",
            " total_bbox = 158154, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.868505), count: 1, class_loss = 0.002523, iou_loss = 0.010509, total_loss = 0.013032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828734), count: 6, class_loss = 0.105006, iou_loss = 0.147058, total_loss = 0.252064 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 158161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847655), count: 1, class_loss = 0.005493, iou_loss = 0.013044, total_loss = 0.018536 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744296), count: 4, class_loss = 0.034859, iou_loss = 0.185353, total_loss = 0.220212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 158166, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.825120), count: 2, class_loss = 0.003817, iou_loss = 0.042547, total_loss = 0.046364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782469), count: 5, class_loss = 0.410876, iou_loss = 0.200229, total_loss = 0.611105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.031525, iou_loss = 0.000000, total_loss = 0.031525 \n",
            " total_bbox = 158173, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818217), count: 5, class_loss = 0.176694, iou_loss = 0.111171, total_loss = 0.287865 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n",
            " total_bbox = 158178, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756603), count: 5, class_loss = 0.040845, iou_loss = 0.241536, total_loss = 0.282381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.578543), count: 1, class_loss = 0.325004, iou_loss = 0.123463, total_loss = 0.448466 \n",
            " total_bbox = 158184, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837728), count: 4, class_loss = 0.202343, iou_loss = 0.088686, total_loss = 0.291029 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158188, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.908127), count: 1, class_loss = 0.000022, iou_loss = 0.003442, total_loss = 0.003464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.793954), count: 6, class_loss = 0.001637, iou_loss = 0.142079, total_loss = 0.143716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000363, iou_loss = 0.000000, total_loss = 0.000363 \n",
            " total_bbox = 158195, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1625/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1625: 0.180387, 0.207644 avg loss, 0.001000 rate, 4.829472 seconds, 104000 images, 3.972219 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807581), count: 1, class_loss = 0.002768, iou_loss = 0.020307, total_loss = 0.023075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754136), count: 4, class_loss = 0.265855, iou_loss = 0.209325, total_loss = 0.475181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.868812), count: 1, class_loss = 0.002867, iou_loss = 0.041628, total_loss = 0.044495 \n",
            " total_bbox = 158201, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.675842), count: 1, class_loss = 0.134015, iou_loss = 0.060049, total_loss = 0.194063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692441), count: 5, class_loss = 0.447659, iou_loss = 0.375932, total_loss = 0.823591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000810, iou_loss = 0.000000, total_loss = 0.000810 \n",
            " total_bbox = 158207, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637812), count: 2, class_loss = 0.167016, iou_loss = 0.296260, total_loss = 0.463276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792232), count: 5, class_loss = 0.231542, iou_loss = 0.147747, total_loss = 0.379289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000053, iou_loss = 0.000000, total_loss = 0.000053 \n",
            " total_bbox = 158214, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.840648), count: 2, class_loss = 0.000503, iou_loss = 0.032690, total_loss = 0.033193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759865), count: 2, class_loss = 0.339142, iou_loss = 0.149946, total_loss = 0.489088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.303141), count: 1, class_loss = 0.194055, iou_loss = 0.435770, total_loss = 0.629824 \n",
            " total_bbox = 158219, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.837389), count: 5, class_loss = 0.004798, iou_loss = 0.149304, total_loss = 0.154102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 158224, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.003517, iou_loss = 0.000000, total_loss = 0.003517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802390), count: 5, class_loss = 0.141554, iou_loss = 0.096981, total_loss = 0.238536 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.753509), count: 6, class_loss = 0.738796, iou_loss = 0.312751, total_loss = 1.051548 \n",
            " total_bbox = 158235, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706765), count: 1, class_loss = 0.075512, iou_loss = 0.033659, total_loss = 0.109171 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845751), count: 3, class_loss = 0.006928, iou_loss = 0.056635, total_loss = 0.063563 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000189, iou_loss = 0.000000, total_loss = 0.000189 \n",
            " total_bbox = 158239, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000058, iou_loss = 0.000000, total_loss = 0.000058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784839), count: 8, class_loss = 0.353319, iou_loss = 0.316263, total_loss = 0.669582 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000051, iou_loss = 0.000000, total_loss = 0.000051 \n",
            " total_bbox = 158247, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000060, iou_loss = 0.000000, total_loss = 0.000060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817875), count: 9, class_loss = 0.230636, iou_loss = 0.226042, total_loss = 0.456678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000418, iou_loss = 0.000000, total_loss = 0.000418 \n",
            " total_bbox = 158256, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747041), count: 6, class_loss = 0.525478, iou_loss = 0.360201, total_loss = 0.885679 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.020498, iou_loss = 0.000000, total_loss = 0.020498 \n",
            " total_bbox = 158262, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802143), count: 11, class_loss = 0.475050, iou_loss = 0.313504, total_loss = 0.788554 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.626749), count: 1, class_loss = 0.099321, iou_loss = 0.177933, total_loss = 0.277254 \n",
            " total_bbox = 158274, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759468), count: 1, class_loss = 0.001646, iou_loss = 0.046189, total_loss = 0.047835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802615), count: 3, class_loss = 0.111591, iou_loss = 0.076127, total_loss = 0.187719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000251, iou_loss = 0.000000, total_loss = 0.000251 \n",
            " total_bbox = 158278, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.839370), count: 2, class_loss = 0.077678, iou_loss = 0.034089, total_loss = 0.111767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829786), count: 2, class_loss = 0.003101, iou_loss = 0.031689, total_loss = 0.034790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 158282, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696309), count: 2, class_loss = 0.172080, iou_loss = 0.132223, total_loss = 0.304303 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.867037), count: 4, class_loss = 0.232752, iou_loss = 0.076529, total_loss = 0.309281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 158288, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747077), count: 9, class_loss = 0.419453, iou_loss = 0.375097, total_loss = 0.794550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008238, iou_loss = 0.000000, total_loss = 0.008238 \n",
            " total_bbox = 158297, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748770), count: 7, class_loss = 0.422237, iou_loss = 0.324919, total_loss = 0.747156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.450739), count: 2, class_loss = 0.581462, iou_loss = 0.488764, total_loss = 1.070226 \n",
            " total_bbox = 158306, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1626/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1626: 0.247741, 0.211654 avg loss, 0.001000 rate, 4.828004 seconds, 104064 images, 3.964359 hours left\n",
            "Loaded: 0.000044 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817049), count: 1, class_loss = 0.019660, iou_loss = 0.027226, total_loss = 0.046886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.792521), count: 6, class_loss = 0.170913, iou_loss = 0.149207, total_loss = 0.320121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.746124), count: 2, class_loss = 0.498322, iou_loss = 0.154554, total_loss = 0.652876 \n",
            " total_bbox = 158315, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831534), count: 4, class_loss = 0.113435, iou_loss = 0.087880, total_loss = 0.201315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.683766), count: 2, class_loss = 0.016556, iou_loss = 0.163209, total_loss = 0.179766 \n",
            " total_bbox = 158321, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621189), count: 1, class_loss = 0.077871, iou_loss = 0.046355, total_loss = 0.124226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.827455), count: 3, class_loss = 0.230010, iou_loss = 0.063493, total_loss = 0.293503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000103, iou_loss = 0.000000, total_loss = 0.000103 \n",
            " total_bbox = 158325, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000189, iou_loss = 0.000000, total_loss = 0.000189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.814853), count: 5, class_loss = 0.207319, iou_loss = 0.136230, total_loss = 0.343549 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158330, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.561445), count: 1, class_loss = 0.009591, iou_loss = 0.101307, total_loss = 0.110899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790758), count: 3, class_loss = 0.244972, iou_loss = 0.110401, total_loss = 0.355373 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000070, iou_loss = 0.000000, total_loss = 0.000070 \n",
            " total_bbox = 158334, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826351), count: 1, class_loss = 0.000024, iou_loss = 0.028768, total_loss = 0.028793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817650), count: 5, class_loss = 0.045855, iou_loss = 0.259419, total_loss = 0.305275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000227, iou_loss = 0.000000, total_loss = 0.000227 \n",
            " total_bbox = 158340, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.053805, iou_loss = 0.000000, total_loss = 0.053805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.764278), count: 7, class_loss = 0.194270, iou_loss = 0.286626, total_loss = 0.480896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001376, iou_loss = 0.000000, total_loss = 0.001376 \n",
            " total_bbox = 158347, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.895736), count: 1, class_loss = 0.000278, iou_loss = 0.009194, total_loss = 0.009472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.826405), count: 3, class_loss = 0.129407, iou_loss = 0.066968, total_loss = 0.196375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.685258), count: 7, class_loss = 1.121093, iou_loss = 0.675742, total_loss = 1.796835 \n",
            " total_bbox = 158358, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.404598), count: 1, class_loss = 0.054304, iou_loss = 0.323400, total_loss = 0.377703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.854803), count: 4, class_loss = 0.263539, iou_loss = 0.053669, total_loss = 0.317207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158363, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.781767), count: 6, class_loss = 0.049256, iou_loss = 0.220866, total_loss = 0.270122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779239), count: 1, class_loss = 0.043041, iou_loss = 0.029358, total_loss = 0.072399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821105), count: 9, class_loss = 0.681726, iou_loss = 0.191326, total_loss = 0.873052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.746215), count: 2, class_loss = 0.127551, iou_loss = 0.067372, total_loss = 0.194923 \n",
            " total_bbox = 158381, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.887833), count: 2, class_loss = 0.060041, iou_loss = 0.015271, total_loss = 0.075312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.909087), count: 4, class_loss = 0.012242, iou_loss = 0.038113, total_loss = 0.050355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158387, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.526880), count: 1, class_loss = 0.005094, iou_loss = 0.178770, total_loss = 0.183865 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890520), count: 2, class_loss = 0.106140, iou_loss = 0.023017, total_loss = 0.129157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.508070), count: 2, class_loss = 0.586114, iou_loss = 0.443912, total_loss = 1.030026 \n",
            " total_bbox = 158392, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745444), count: 5, class_loss = 0.111102, iou_loss = 0.244493, total_loss = 0.355595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 158397, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739242), count: 1, class_loss = 0.001673, iou_loss = 0.049450, total_loss = 0.051122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749680), count: 5, class_loss = 0.682702, iou_loss = 0.309967, total_loss = 0.992669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002098, iou_loss = 0.000000, total_loss = 0.002098 \n",
            " total_bbox = 158403, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775877), count: 6, class_loss = 0.379037, iou_loss = 0.386280, total_loss = 0.765317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000731, iou_loss = 0.000000, total_loss = 0.000731 \n",
            " total_bbox = 158409, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1627/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1627: 0.234242, 0.213913 avg loss, 0.001000 rate, 4.831106 seconds, 104128 images, 3.956554 hours left\n",
            "Loaded: 0.000059 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886452), count: 1, class_loss = 0.143551, iou_loss = 0.013373, total_loss = 0.156924 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830085), count: 3, class_loss = 0.158351, iou_loss = 0.080826, total_loss = 0.239177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 158413, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.426766), count: 1, class_loss = 0.282792, iou_loss = 0.227539, total_loss = 0.510331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.801886), count: 4, class_loss = 0.005108, iou_loss = 0.121235, total_loss = 0.126343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.833591), count: 1, class_loss = 0.108479, iou_loss = 0.077036, total_loss = 0.185515 \n",
            " total_bbox = 158419, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766843), count: 2, class_loss = 0.047909, iou_loss = 0.112955, total_loss = 0.160864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789203), count: 4, class_loss = 0.504412, iou_loss = 0.135184, total_loss = 0.639596 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 158425, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000028, iou_loss = 0.000000, total_loss = 0.000028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806300), count: 9, class_loss = 0.279248, iou_loss = 0.336190, total_loss = 0.615438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006682, iou_loss = 0.000000, total_loss = 0.006682 \n",
            " total_bbox = 158434, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.802246), count: 1, class_loss = 0.000163, iou_loss = 0.022100, total_loss = 0.022262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.794902), count: 4, class_loss = 0.034315, iou_loss = 0.165708, total_loss = 0.200024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.810076), count: 1, class_loss = 0.159023, iou_loss = 0.070877, total_loss = 0.229900 \n",
            " total_bbox = 158440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000530, iou_loss = 0.000000, total_loss = 0.000530 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.778817), count: 5, class_loss = 0.375594, iou_loss = 0.212147, total_loss = 0.587741 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158445, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.968951), count: 1, class_loss = 0.002125, iou_loss = 0.000823, total_loss = 0.002948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.830857), count: 3, class_loss = 0.009503, iou_loss = 0.108669, total_loss = 0.118172 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n",
            " total_bbox = 158449, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819048), count: 4, class_loss = 0.028264, iou_loss = 0.134833, total_loss = 0.163097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.358394), count: 1, class_loss = 0.262319, iou_loss = 0.261084, total_loss = 0.523402 \n",
            " total_bbox = 158454, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777903), count: 1, class_loss = 0.026838, iou_loss = 0.023011, total_loss = 0.049849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.780932), count: 8, class_loss = 0.168584, iou_loss = 0.259236, total_loss = 0.427820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000156, iou_loss = 0.000000, total_loss = 0.000156 \n",
            " total_bbox = 158463, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616374), count: 2, class_loss = 0.342898, iou_loss = 0.171816, total_loss = 0.514714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845933), count: 3, class_loss = 0.085924, iou_loss = 0.076722, total_loss = 0.162645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 158468, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.790907), count: 2, class_loss = 0.003376, iou_loss = 0.050221, total_loss = 0.053597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738170), count: 1, class_loss = 0.104448, iou_loss = 0.050902, total_loss = 0.155350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.707838), count: 2, class_loss = 0.087635, iou_loss = 0.182296, total_loss = 0.269931 \n",
            " total_bbox = 158473, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746847), count: 1, class_loss = 0.000729, iou_loss = 0.030089, total_loss = 0.030817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846421), count: 4, class_loss = 0.160356, iou_loss = 0.075445, total_loss = 0.235801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004178, iou_loss = 0.000000, total_loss = 0.004178 \n",
            " total_bbox = 158478, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805524), count: 6, class_loss = 0.076670, iou_loss = 0.197129, total_loss = 0.273799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158484, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785143), count: 8, class_loss = 0.482729, iou_loss = 0.266881, total_loss = 0.749611 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.603613), count: 2, class_loss = 0.644399, iou_loss = 0.230713, total_loss = 0.875111 \n",
            " total_bbox = 158494, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.818144), count: 4, class_loss = 0.011124, iou_loss = 0.082083, total_loss = 0.093207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.303087), count: 1, class_loss = 0.263714, iou_loss = 0.688556, total_loss = 0.952270 \n",
            " total_bbox = 158499, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710091), count: 2, class_loss = 0.006298, iou_loss = 0.168932, total_loss = 0.175230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845729), count: 3, class_loss = 0.203315, iou_loss = 0.096711, total_loss = 0.300026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 158504, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1628/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1628: 0.204442, 0.212966 avg loss, 0.001000 rate, 4.829455 seconds, 104192 images, 3.948834 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838457), count: 1, class_loss = 0.018782, iou_loss = 0.015091, total_loss = 0.033874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.859349), count: 3, class_loss = 0.001617, iou_loss = 0.095865, total_loss = 0.097483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000606, iou_loss = 0.000000, total_loss = 0.000606 \n",
            " total_bbox = 158508, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709544), count: 1, class_loss = 0.120581, iou_loss = 0.059827, total_loss = 0.180408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768709), count: 8, class_loss = 0.543904, iou_loss = 0.479246, total_loss = 1.023150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.559298), count: 1, class_loss = 0.168810, iou_loss = 0.268295, total_loss = 0.437104 \n",
            " total_bbox = 158518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783647), count: 7, class_loss = 0.677113, iou_loss = 0.236171, total_loss = 0.913284 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736404), count: 2, class_loss = 0.612161, iou_loss = 0.096368, total_loss = 0.708529 \n",
            " total_bbox = 158527, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.749946), count: 2, class_loss = 0.194821, iou_loss = 0.088791, total_loss = 0.283612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.725411), count: 2, class_loss = 0.039549, iou_loss = 0.115862, total_loss = 0.155410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.285398, iou_loss = 0.649627, total_loss = 0.935025 \n",
            " total_bbox = 158532, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002149, iou_loss = 0.000000, total_loss = 0.002149 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.876745), count: 4, class_loss = 0.115891, iou_loss = 0.085379, total_loss = 0.201270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000124, iou_loss = 0.000000, total_loss = 0.000124 \n",
            " total_bbox = 158536, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.737662), count: 4, class_loss = 0.464821, iou_loss = 0.155431, total_loss = 0.620252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000390, iou_loss = 0.000000, total_loss = 0.000390 \n",
            " total_bbox = 158540, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.492637), count: 1, class_loss = 0.149131, iou_loss = 0.204867, total_loss = 0.353997 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693802), count: 4, class_loss = 0.480909, iou_loss = 0.358321, total_loss = 0.839231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010259, iou_loss = 0.000000, total_loss = 0.010259 \n",
            " total_bbox = 158545, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.810197), count: 1, class_loss = 0.001967, iou_loss = 0.015521, total_loss = 0.017488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.724780), count: 3, class_loss = 0.017304, iou_loss = 0.213217, total_loss = 0.230521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158549, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598796), count: 2, class_loss = 0.261206, iou_loss = 0.328100, total_loss = 0.589306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865697), count: 3, class_loss = 0.335134, iou_loss = 0.063215, total_loss = 0.398349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158554, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764555), count: 1, class_loss = 0.035464, iou_loss = 0.048403, total_loss = 0.083867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828901), count: 3, class_loss = 0.330083, iou_loss = 0.085903, total_loss = 0.415986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.744507), count: 2, class_loss = 0.105042, iou_loss = 0.213097, total_loss = 0.318139 \n",
            " total_bbox = 158560, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809847), count: 1, class_loss = 0.038283, iou_loss = 0.016266, total_loss = 0.054549 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797276), count: 4, class_loss = 0.449238, iou_loss = 0.120215, total_loss = 0.569453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 158565, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000405, iou_loss = 0.000000, total_loss = 0.000405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799487), count: 4, class_loss = 0.035133, iou_loss = 0.239216, total_loss = 0.274349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.808335), count: 2, class_loss = 0.266752, iou_loss = 0.075350, total_loss = 0.342101 \n",
            " total_bbox = 158571, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.787680), count: 2, class_loss = 0.151720, iou_loss = 0.053393, total_loss = 0.205113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.861427), count: 2, class_loss = 0.252860, iou_loss = 0.021402, total_loss = 0.274263 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158575, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.768213), count: 2, class_loss = 0.062873, iou_loss = 0.054975, total_loss = 0.117847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752074), count: 4, class_loss = 0.067731, iou_loss = 0.173646, total_loss = 0.241377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007323, iou_loss = 0.000000, total_loss = 0.007323 \n",
            " total_bbox = 158581, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.004014, iou_loss = 0.000000, total_loss = 0.004014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.797281), count: 6, class_loss = 0.474043, iou_loss = 0.163836, total_loss = 0.637879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.479363), count: 1, class_loss = 0.212142, iou_loss = 0.244485, total_loss = 0.456627 \n",
            " total_bbox = 158588, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.886197), count: 1, class_loss = 0.044700, iou_loss = 0.021598, total_loss = 0.066298 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.810985), count: 8, class_loss = 0.198729, iou_loss = 0.198717, total_loss = 0.397446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.544473), count: 2, class_loss = 0.392725, iou_loss = 0.720227, total_loss = 1.112952 \n",
            " total_bbox = 158599, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1629/4000: loss=0.3 hours left=3.9\u0007\n",
            " 1629: 0.283580, 0.220027 avg loss, 0.001000 rate, 4.829527 seconds, 104256 images, 3.941167 hours left\n",
            "Loaded: 0.000051 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701059), count: 1, class_loss = 0.062972, iou_loss = 0.092854, total_loss = 0.155826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.822081), count: 3, class_loss = 0.009636, iou_loss = 0.085680, total_loss = 0.095316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158603, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.836704), count: 2, class_loss = 0.000409, iou_loss = 0.026013, total_loss = 0.026422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751879), count: 5, class_loss = 0.477994, iou_loss = 0.252344, total_loss = 0.730338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.764641), count: 4, class_loss = 0.483843, iou_loss = 0.204015, total_loss = 0.687859 \n",
            " total_bbox = 158614, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.807029), count: 3, class_loss = 0.187042, iou_loss = 0.060121, total_loss = 0.247163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784272), count: 2, class_loss = 0.009944, iou_loss = 0.054771, total_loss = 0.064715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 158619, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855245), count: 1, class_loss = 0.002578, iou_loss = 0.007941, total_loss = 0.010519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.783513), count: 5, class_loss = 0.013224, iou_loss = 0.182530, total_loss = 0.195754 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000116, iou_loss = 0.000000, total_loss = 0.000116 \n",
            " total_bbox = 158625, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.706452), count: 4, class_loss = 0.293596, iou_loss = 0.262469, total_loss = 0.556065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654018), count: 1, class_loss = 0.043712, iou_loss = 0.062902, total_loss = 0.106614 \n",
            " total_bbox = 158630, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701619), count: 1, class_loss = 0.055006, iou_loss = 0.060820, total_loss = 0.115825 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.770292), count: 3, class_loss = 0.073936, iou_loss = 0.111808, total_loss = 0.185744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.446601), count: 1, class_loss = 0.269621, iou_loss = 0.196199, total_loss = 0.465820 \n",
            " total_bbox = 158635, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787758), count: 7, class_loss = 0.177139, iou_loss = 0.262165, total_loss = 0.439305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.239282), count: 1, class_loss = 0.259215, iou_loss = 0.705332, total_loss = 0.964547 \n",
            " total_bbox = 158643, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744897), count: 3, class_loss = 0.265882, iou_loss = 0.140437, total_loss = 0.406319 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869282), count: 1, class_loss = 0.010829, iou_loss = 0.028339, total_loss = 0.039168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.767114), count: 14, class_loss = 1.000070, iou_loss = 0.631926, total_loss = 1.631996 \n",
            " total_bbox = 158661, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.877140), count: 1, class_loss = 0.000006, iou_loss = 0.017738, total_loss = 0.017743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.740208), count: 3, class_loss = 0.338448, iou_loss = 0.203558, total_loss = 0.542006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158665, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696312), count: 2, class_loss = 0.130236, iou_loss = 0.164937, total_loss = 0.295172 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833217), count: 4, class_loss = 0.226693, iou_loss = 0.058500, total_loss = 0.285192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 158671, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746989), count: 1, class_loss = 0.063830, iou_loss = 0.033951, total_loss = 0.097781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845519), count: 4, class_loss = 0.001264, iou_loss = 0.100158, total_loss = 0.101422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.030342, iou_loss = 0.000000, total_loss = 0.030342 \n",
            " total_bbox = 158676, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525664), count: 1, class_loss = 0.009437, iou_loss = 0.189807, total_loss = 0.199244 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.762966), count: 5, class_loss = 0.216411, iou_loss = 0.308104, total_loss = 0.524515 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.801390), count: 1, class_loss = 0.238896, iou_loss = 0.075074, total_loss = 0.313970 \n",
            " total_bbox = 158683, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.834919), count: 1, class_loss = 0.074681, iou_loss = 0.031445, total_loss = 0.106126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836165), count: 3, class_loss = 0.055599, iou_loss = 0.058503, total_loss = 0.114102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000291, iou_loss = 0.000000, total_loss = 0.000291 \n",
            " total_bbox = 158687, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.876370), count: 2, class_loss = 0.169157, iou_loss = 0.014995, total_loss = 0.184152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813273), count: 5, class_loss = 0.388645, iou_loss = 0.148722, total_loss = 0.537367 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 158694, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.878620), count: 4, class_loss = 0.260263, iou_loss = 0.068759, total_loss = 0.329022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556267), count: 1, class_loss = 0.080532, iou_loss = 0.295010, total_loss = 0.375541 \n",
            " total_bbox = 158699, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.797726), count: 1, class_loss = 0.000377, iou_loss = 0.017457, total_loss = 0.017834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.741226), count: 3, class_loss = 0.345336, iou_loss = 0.095253, total_loss = 0.440589 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 158703, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1630/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1630: 0.242456, 0.222270 avg loss, 0.001000 rate, 4.810077 seconds, 104320 images, 3.933563 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 544 x 544 \n",
            " try to allocate additional workspace_size = 52.43 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000057 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.798079), count: 5, class_loss = 0.269125, iou_loss = 0.196479, total_loss = 0.465604 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.844124), count: 3, class_loss = 0.572796, iou_loss = 0.144114, total_loss = 0.716910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 158711, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775671), count: 4, class_loss = 0.149631, iou_loss = 0.117849, total_loss = 0.267480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.774251), count: 6, class_loss = 0.337369, iou_loss = 0.217647, total_loss = 0.555016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009854, iou_loss = 0.000000, total_loss = 0.009854 \n",
            " total_bbox = 158721, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727736), count: 2, class_loss = 0.336162, iou_loss = 0.068178, total_loss = 0.404340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856606), count: 3, class_loss = 0.620499, iou_loss = 0.050655, total_loss = 0.671154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158726, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.770265), count: 1, class_loss = 0.023555, iou_loss = 0.026355, total_loss = 0.049910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799046), count: 7, class_loss = 0.023203, iou_loss = 0.217092, total_loss = 0.240294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.425282), count: 1, class_loss = 0.277457, iou_loss = 0.379753, total_loss = 0.657210 \n",
            " total_bbox = 158735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723662), count: 4, class_loss = 0.058678, iou_loss = 0.244384, total_loss = 0.303062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819967), count: 1, class_loss = 0.069310, iou_loss = 0.016314, total_loss = 0.085624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158740, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.823911), count: 2, class_loss = 0.023424, iou_loss = 0.105356, total_loss = 0.128780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.819163), count: 3, class_loss = 0.212401, iou_loss = 0.102722, total_loss = 0.315123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158745, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727152), count: 2, class_loss = 0.413094, iou_loss = 0.148210, total_loss = 0.561305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833553), count: 2, class_loss = 0.122651, iou_loss = 0.035188, total_loss = 0.157838 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158749, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813552), count: 4, class_loss = 0.162561, iou_loss = 0.084301, total_loss = 0.246862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.772368), count: 1, class_loss = 0.021024, iou_loss = 0.031389, total_loss = 0.052413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158754, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.809379), count: 3, class_loss = 0.028759, iou_loss = 0.051035, total_loss = 0.079794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.776938), count: 3, class_loss = 0.061717, iou_loss = 0.141073, total_loss = 0.202790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158760, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733853), count: 3, class_loss = 0.240594, iou_loss = 0.122751, total_loss = 0.363344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763866), count: 2, class_loss = 0.063063, iou_loss = 0.085691, total_loss = 0.148754 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158765, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699586), count: 1, class_loss = 0.058168, iou_loss = 0.071724, total_loss = 0.129892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804618), count: 5, class_loss = 0.133752, iou_loss = 0.124379, total_loss = 0.258131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.447241), count: 2, class_loss = 0.300971, iou_loss = 0.560641, total_loss = 0.861612 \n",
            " total_bbox = 158773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780601), count: 1, class_loss = 0.001011, iou_loss = 0.033334, total_loss = 0.034345 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.755789), count: 4, class_loss = 0.203971, iou_loss = 0.208185, total_loss = 0.412156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158778, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.792258), count: 4, class_loss = 0.008135, iou_loss = 0.232487, total_loss = 0.240622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831998), count: 3, class_loss = 0.398344, iou_loss = 0.096068, total_loss = 0.494411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.672822), count: 1, class_loss = 0.159551, iou_loss = 0.082441, total_loss = 0.241992 \n",
            " total_bbox = 158786, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.015402, iou_loss = 0.000000, total_loss = 0.015402 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.784076), count: 5, class_loss = 0.240976, iou_loss = 0.178518, total_loss = 0.419495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.903358), count: 3, class_loss = 0.083669, iou_loss = 0.021428, total_loss = 0.105097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788697), count: 3, class_loss = 0.256091, iou_loss = 0.138395, total_loss = 0.394486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 158796, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.831531), count: 2, class_loss = 0.057397, iou_loss = 0.039574, total_loss = 0.096971 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802853), count: 2, class_loss = 0.039125, iou_loss = 0.076627, total_loss = 0.115751 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158800, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1631/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1631: 0.218830, 0.221926 avg loss, 0.001000 rate, 8.192435 seconds, 104384 images, 3.925895 hours left\n",
            "Loaded: 0.000081 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818522), count: 2, class_loss = 0.280379, iou_loss = 0.107401, total_loss = 0.387780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.828809), count: 3, class_loss = 0.014620, iou_loss = 0.071096, total_loss = 0.085716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545571), count: 1, class_loss = 0.072580, iou_loss = 0.180736, total_loss = 0.253316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846833), count: 3, class_loss = 0.550217, iou_loss = 0.053757, total_loss = 0.603974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000122, iou_loss = 0.000000, total_loss = 0.000122 \n",
            " total_bbox = 158809, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000328, iou_loss = 0.000000, total_loss = 0.000328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785372), count: 5, class_loss = 0.860840, iou_loss = 0.223590, total_loss = 1.084430 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000158, iou_loss = 0.000000, total_loss = 0.000158 \n",
            " total_bbox = 158813, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724865), count: 2, class_loss = 0.294971, iou_loss = 0.149833, total_loss = 0.444805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.789337), count: 2, class_loss = 0.018778, iou_loss = 0.084261, total_loss = 0.103039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.906997), count: 1, class_loss = 0.257120, iou_loss = 0.013443, total_loss = 0.270563 \n",
            " total_bbox = 158818, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.782777), count: 2, class_loss = 0.007845, iou_loss = 0.080641, total_loss = 0.088487 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841013), count: 2, class_loss = 0.005369, iou_loss = 0.037825, total_loss = 0.043193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158822, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.801181), count: 1, class_loss = 0.005944, iou_loss = 0.018821, total_loss = 0.024765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.809351), count: 6, class_loss = 0.735132, iou_loss = 0.326846, total_loss = 1.061978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.586919), count: 1, class_loss = 0.290612, iou_loss = 0.142620, total_loss = 0.433231 \n",
            " total_bbox = 158830, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670445), count: 2, class_loss = 0.067983, iou_loss = 0.175198, total_loss = 0.243181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834428), count: 3, class_loss = 0.084320, iou_loss = 0.116524, total_loss = 0.200843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641560), count: 1, class_loss = 0.009212, iou_loss = 0.083934, total_loss = 0.093146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846272), count: 8, class_loss = 0.468702, iou_loss = 0.256829, total_loss = 0.725532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.727086), count: 4, class_loss = 0.202759, iou_loss = 0.214163, total_loss = 0.416922 \n",
            " total_bbox = 158848, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833937), count: 8, class_loss = 0.212485, iou_loss = 0.188163, total_loss = 0.400648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158856, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849187), count: 4, class_loss = 0.017502, iou_loss = 0.078687, total_loss = 0.096189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767466), count: 2, class_loss = 0.000631, iou_loss = 0.097167, total_loss = 0.097798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158862, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.860556), count: 4, class_loss = 0.021264, iou_loss = 0.054196, total_loss = 0.075460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000162, iou_loss = 0.000000, total_loss = 0.000162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158866, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775287), count: 2, class_loss = 0.000417, iou_loss = 0.063145, total_loss = 0.063562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.806176), count: 3, class_loss = 0.003069, iou_loss = 0.061214, total_loss = 0.064283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 158871, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734872), count: 5, class_loss = 0.351086, iou_loss = 0.326969, total_loss = 0.678055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.798258), count: 1, class_loss = 0.160671, iou_loss = 0.073638, total_loss = 0.234309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.766490), count: 3, class_loss = 0.314626, iou_loss = 0.124553, total_loss = 0.439178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790947), count: 4, class_loss = 0.179686, iou_loss = 0.153329, total_loss = 0.333015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158884, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572100), count: 1, class_loss = 0.138949, iou_loss = 0.131098, total_loss = 0.270047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.863686), count: 3, class_loss = 0.003479, iou_loss = 0.108062, total_loss = 0.111541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 158888, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754109), count: 2, class_loss = 0.373640, iou_loss = 0.054579, total_loss = 0.428220 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769008), count: 2, class_loss = 0.019415, iou_loss = 0.061147, total_loss = 0.080562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.477180), count: 1, class_loss = 0.238038, iou_loss = 0.313557, total_loss = 0.551595 \n",
            " total_bbox = 158893, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1632/4000: loss=0.2 hours left=3.9\u0007\n",
            " 1632: 0.218545, 0.221588 avg loss, 0.001000 rate, 8.369300 seconds, 104448 images, 3.940547 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789599), count: 6, class_loss = 0.036708, iou_loss = 0.188761, total_loss = 0.225469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.890410), count: 1, class_loss = 0.051564, iou_loss = 0.033361, total_loss = 0.084926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158900, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702724), count: 1, class_loss = 0.098330, iou_loss = 0.160339, total_loss = 0.258669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.839308), count: 2, class_loss = 0.055803, iou_loss = 0.087034, total_loss = 0.142837 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000001, iou_loss = 0.000000, total_loss = 0.000001 \n",
            " total_bbox = 158903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573191), count: 1, class_loss = 0.006790, iou_loss = 0.115477, total_loss = 0.122267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.829505), count: 6, class_loss = 0.307226, iou_loss = 0.132616, total_loss = 0.439842 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 158910, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762751), count: 4, class_loss = 0.102814, iou_loss = 0.210187, total_loss = 0.313001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.821522), count: 2, class_loss = 0.011974, iou_loss = 0.221640, total_loss = 0.233613 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 158916, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778227), count: 3, class_loss = 0.657432, iou_loss = 0.119411, total_loss = 0.776843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856734), count: 1, class_loss = 0.000420, iou_loss = 0.057793, total_loss = 0.058213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733924), count: 2, class_loss = 0.243455, iou_loss = 0.106035, total_loss = 0.349491 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864955), count: 3, class_loss = 0.011261, iou_loss = 0.050832, total_loss = 0.062093 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158924, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.842691), count: 3, class_loss = 0.248416, iou_loss = 0.081982, total_loss = 0.330399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736514), count: 3, class_loss = 0.710201, iou_loss = 0.114308, total_loss = 0.824509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.786171), count: 1, class_loss = 0.240941, iou_loss = 0.044447, total_loss = 0.285388 \n",
            " total_bbox = 158931, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.817285), count: 4, class_loss = 0.217094, iou_loss = 0.095577, total_loss = 0.312672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802439), count: 3, class_loss = 0.164531, iou_loss = 0.086049, total_loss = 0.250580 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.629231), count: 1, class_loss = 0.275601, iou_loss = 0.088144, total_loss = 0.363745 \n",
            " total_bbox = 158939, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818024), count: 1, class_loss = 0.015916, iou_loss = 0.022415, total_loss = 0.038331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.813651), count: 4, class_loss = 0.001775, iou_loss = 0.134706, total_loss = 0.136481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158944, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.855791), count: 3, class_loss = 0.020334, iou_loss = 0.031945, total_loss = 0.052279 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719589), count: 1, class_loss = 0.010406, iou_loss = 0.047255, total_loss = 0.057661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158948, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819503), count: 2, class_loss = 0.060820, iou_loss = 0.040277, total_loss = 0.101097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.832785), count: 3, class_loss = 0.515948, iou_loss = 0.086607, total_loss = 0.602556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 158953, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.936909), count: 1, class_loss = 0.053744, iou_loss = 0.003664, total_loss = 0.057408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.831516), count: 3, class_loss = 0.121816, iou_loss = 0.093059, total_loss = 0.214875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000028, iou_loss = 0.000000, total_loss = 0.000028 \n",
            " total_bbox = 158957, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738482), count: 2, class_loss = 0.219615, iou_loss = 0.058214, total_loss = 0.277829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.790381), count: 3, class_loss = 0.158949, iou_loss = 0.146145, total_loss = 0.305094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158962, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759980), count: 3, class_loss = 0.111120, iou_loss = 0.099609, total_loss = 0.210729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.868470), count: 3, class_loss = 0.174153, iou_loss = 0.053683, total_loss = 0.227836 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158968, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.800733), count: 2, class_loss = 0.330690, iou_loss = 0.047278, total_loss = 0.377968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766410), count: 2, class_loss = 0.406763, iou_loss = 0.101297, total_loss = 0.508059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572694), count: 1, class_loss = 0.236441, iou_loss = 0.145758, total_loss = 0.382198 \n",
            " total_bbox = 158973, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746689), count: 2, class_loss = 0.070856, iou_loss = 0.077184, total_loss = 0.148040 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.820144), count: 4, class_loss = 0.006168, iou_loss = 0.117837, total_loss = 0.124005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158979, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1633/4000: loss=0.2 hours left=4.0\u0007\n",
            " 1633: 0.192855, 0.218715 avg loss, 0.001000 rate, 8.392225 seconds, 104512 images, 3.956194 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684464), count: 3, class_loss = 0.435691, iou_loss = 0.347935, total_loss = 0.783625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.836259), count: 3, class_loss = 0.067952, iou_loss = 0.042192, total_loss = 0.110144 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158985, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.780675), count: 3, class_loss = 0.016837, iou_loss = 0.147679, total_loss = 0.164516 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723091), count: 3, class_loss = 0.258873, iou_loss = 0.112543, total_loss = 0.371416 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 158991, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760425), count: 1, class_loss = 0.029845, iou_loss = 0.032943, total_loss = 0.062787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.720031), count: 8, class_loss = 0.406034, iou_loss = 0.599858, total_loss = 1.005892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 159000, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.813095), count: 2, class_loss = 0.028612, iou_loss = 0.048973, total_loss = 0.077585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788564), count: 3, class_loss = 0.001895, iou_loss = 0.100164, total_loss = 0.102059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.925660), count: 1, class_loss = 0.170211, iou_loss = 0.006475, total_loss = 0.176686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.817752), count: 6, class_loss = 0.131173, iou_loss = 0.206489, total_loss = 0.337662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159012, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684420), count: 4, class_loss = 0.157546, iou_loss = 0.249964, total_loss = 0.407509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.759533), count: 3, class_loss = 0.453981, iou_loss = 0.209529, total_loss = 0.663510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 159019, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751515), count: 2, class_loss = 0.414062, iou_loss = 0.060624, total_loss = 0.474686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692392), count: 2, class_loss = 0.328123, iou_loss = 0.262012, total_loss = 0.590135 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000081, iou_loss = 0.000000, total_loss = 0.000081 \n",
            " total_bbox = 159023, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777308), count: 3, class_loss = 0.002582, iou_loss = 0.093594, total_loss = 0.096176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.846557), count: 4, class_loss = 0.207755, iou_loss = 0.082454, total_loss = 0.290209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 159030, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699716), count: 2, class_loss = 0.105916, iou_loss = 0.128838, total_loss = 0.234753 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.869478), count: 2, class_loss = 0.000692, iou_loss = 0.026713, total_loss = 0.027404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159034, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828398), count: 4, class_loss = 0.027153, iou_loss = 0.086829, total_loss = 0.113982 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805775), count: 1, class_loss = 0.000284, iou_loss = 0.028851, total_loss = 0.029135 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159039, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799021), count: 2, class_loss = 0.015060, iou_loss = 0.058070, total_loss = 0.073130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.645430), count: 1, class_loss = 0.157574, iou_loss = 0.076887, total_loss = 0.234461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159042, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.862719), count: 4, class_loss = 0.104046, iou_loss = 0.060190, total_loss = 0.164237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.804860), count: 3, class_loss = 0.080270, iou_loss = 0.120938, total_loss = 0.201209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 159049, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.833463), count: 5, class_loss = 0.226029, iou_loss = 0.088904, total_loss = 0.314933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795452), count: 3, class_loss = 0.046231, iou_loss = 0.125091, total_loss = 0.171321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000000, iou_loss = 0.000000, total_loss = 0.000000 \n",
            " total_bbox = 159057, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.847770), count: 1, class_loss = 0.007942, iou_loss = 0.010349, total_loss = 0.018291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.775487), count: 8, class_loss = 0.330187, iou_loss = 0.325149, total_loss = 0.655337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.346469), count: 1, class_loss = 0.225930, iou_loss = 0.548667, total_loss = 0.774598 \n",
            " total_bbox = 159067, rewritten_bbox = 0.000000 % \n"
          ]
        }
      ],
      "source": [
        "# Start the training\n",
        "!./darknet detector train data/obj.data cfg/yolov3_training.cfg darknet53.conv.74 -dont_show"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "collapsed_sections": [],
      "name": "Train_YoloV3 .ipynb",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}