Box_detection_yolov3_tiny_300dataset.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Modeling Machine Learning Deteksi Kardus\n",
        "\n",
        "Terdiri delapan satu kelas kue yaitu kardus dengan dataset pelatihan berupa 300 gambar\n",
        "\n",
        "Training model dibuat menggunakan algoritma Yolo V3 Tiny"
      ],
      "metadata": {
        "id": "lX1NACsajl82"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UfzBhtZwbfJM",
        "outputId": "8bfdb73e-6271-4190-8054-80d92353952a"
      },
      "source": [
        "# Cek NVIDIA CUDA\n",
        "!nvidia-smi"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Wed Oct 19 06:52:41 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   62C    P8    11W /  70W |      0MiB / 15109MiB |      0%      Default |\n",
            "|                               |                      |                  N/A |\n",
            "+-------------------------------+----------------------+----------------------+\n",
            "                                                                               \n",
            "+-----------------------------------------------------------------------------+\n",
            "| Processes:                                                                  |\n",
            "|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n",
            "|        ID   ID                                                   Usage      |\n",
            "|=============================================================================|\n",
            "|  No running processes found                                                 |\n",
            "+-----------------------------------------------------------------------------+\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "os_LJ1WHb54W",
        "outputId": "ad8772df-91c5-4fcd-b978-4919fa5f2f0c"
      },
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/gdrive')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/gdrive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Instalasi dan Konfigurasi Darknet"
      ],
      "metadata": {
        "id": "eDuz4SdTkF_a"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "K-_ZOZupcPgu",
        "outputId": "58b3a949-9057-4123-c837-9b373269aee0"
      },
      "source": [
        "# Clone Darknet\n",
        "!git clone https://github.com/AlexeyAB/darknet"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'darknet'...\n",
            "remote: Enumerating objects: 15494, done.\u001b[K\n",
            "remote: Counting objects: 100% (4/4), done.\u001b[K\n",
            "remote: Compressing objects: 100% (4/4), done.\u001b[K\n",
            "remote: Total 15494 (delta 0), reused 1 (delta 0), pack-reused 15490\u001b[K\n",
            "Receiving objects: 100% (15494/15494), 14.09 MiB | 22.86 MiB/s, done.\n",
            "Resolving deltas: 100% (10411/10411), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "R7w7aegQcUEd",
        "outputId": "4432d871-74d4-496c-c7b4-5674cb487d66"
      },
      "source": [
        "# Konfigurasi Darkent untuk penggunaan Algoritma Yolov3\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",
        "\n",
        "# Compile Konfigurasi Darknet\n",
        "!make"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "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:4915:39:\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:4915:39:\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[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:4915:39:\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:4915:39:\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:4915:39:\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:4915:39:\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:4915:39:\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:4915:39:\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:4915:39:\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:4915:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
            "                                       \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/upsample_layer.c -o obj/upsample_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/lstm_layer.c -o obj/lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/conv_lstm_layer.c -o obj/conv_lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/scale_channels_layer.c -o obj/scale_channels_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/sam_layer.c -o obj/sam_layer.o\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/convolutional_kernels.cu -o obj/convolutional_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/activation_kernels.cu -o obj/activation_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/im2col_kernels.cu -o obj/im2col_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1354): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1361): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1364): warning: unrecognized #pragma in device code\n",
            "\n",
            "./src/im2col_kernels.cu(1389): warning: unrecognized #pragma in device code\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/col2im_kernels.cu -o obj/col2im_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/blas_kernels.cu -o obj/blas_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
            "\n",
            "./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
            "\n",
            "./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_shortcut_multilayer_gpu(int, int, int, int*, float**, float*, float*, float*, float*, int, float*, float**, WEIGHTS_NORMALIZATION_T)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:1130:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kstep\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "     \u001b[01;35m\u001b[Kint \u001b[m\u001b[Kstep = 0;\n",
            "     \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/crop_layer_kernels.cu -o obj/crop_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/dropout_layer_kernels.cu -o obj/dropout_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/maxpool_layer_kernels.cu -o obj/maxpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/network_kernels.cu -o obj/network_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "./src/network_kernels.cu(379): warning: variable \"l\" was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[K./src/network_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfloat train_network_datum_gpu(network, float*, float*)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network_kernels.cu:379:7:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
            "       \u001b[01;35m\u001b[K \u001b[m\u001b[K layer l = net.layers[net.n - 1];\n",
            "       \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/avgpool_layer_kernels.cu -o obj/avgpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'compute_50', 'sm_35', 'sm_37' and 'sm_50' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include obj/image_opencv.o obj/http_stream.o obj/gemm.o obj/utils.o obj/dark_cuda.o obj/convolutional_layer.o obj/list.o obj/image.o obj/activations.o obj/im2col.o obj/col2im.o obj/blas.o obj/crop_layer.o obj/dropout_layer.o obj/maxpool_layer.o obj/softmax_layer.o obj/data.o obj/matrix.o obj/network.o obj/connected_layer.o obj/cost_layer.o obj/parser.o obj/option_list.o obj/darknet.o obj/detection_layer.o obj/captcha.o obj/route_layer.o obj/writing.o obj/box.o obj/nightmare.o obj/normalization_layer.o obj/avgpool_layer.o obj/coco.o obj/dice.o obj/yolo.o obj/detector.o obj/layer.o obj/compare.o obj/classifier.o obj/local_layer.o obj/swag.o obj/shortcut_layer.o obj/representation_layer.o obj/activation_layer.o obj/rnn_layer.o obj/gru_layer.o obj/rnn.o obj/rnn_vid.o obj/crnn_layer.o obj/demo.o obj/tag.o obj/cifar.o obj/go.o obj/batchnorm_layer.o obj/art.o obj/region_layer.o obj/reorg_layer.o obj/reorg_old_layer.o obj/super.o obj/voxel.o obj/tree.o obj/yolo_layer.o obj/gaussian_yolo_layer.o obj/upsample_layer.o obj/lstm_layer.o obj/conv_lstm_layer.o obj/scale_channels_layer.o obj/sam_layer.o obj/convolutional_kernels.o obj/activation_kernels.o obj/im2col_kernels.o obj/col2im_kernels.o obj/blas_kernels.o obj/crop_layer_kernels.o obj/dropout_layer_kernels.o obj/maxpool_layer_kernels.o obj/network_kernels.o obj/avgpool_layer_kernels.o -o darknet -lm -pthread `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv` -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand -L/usr/local/cudnn/lib64 -lcudnn -lstdc++\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Konfigurasi File Model Yolov3.cfg"
      ],
      "metadata": {
        "id": "jS406UPzkesN"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NFB4AYBucZ1W"
      },
      "source": [
        "# Copy file yolov3.cfg untuk digunakan dalam model\n",
        "!cp cfg/yolov3-tiny.cfg cfg/yolov3_training.cfg\n",
        "\n",
        "# Mengubah beberapa parameter layer untuk penyesuaian model yang lebih baik\n",
        "# max_batches = kelas * 2000\n",
        "# classes = kelas\n",
        "# filters = (kelas + 5) * 3\n",
        "!sed -i 's/batch=1/batch=64/' cfg/yolov3_training.cfg\n",
        "!sed -i 's/subdivisions=1/subdivisions=16/' cfg/yolov3_training.cfg\n",
        "!sed -i 's/max_batches = 500200/max_batches = 10000/' cfg/yolov3_training.cfg\n",
        "!sed -i '610 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '696 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '783 s@classes=80@classes=1@' cfg/yolov3_training.cfg\n",
        "!sed -i '603 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n",
        "!sed -i '689 s@filters=255@filters=18@' cfg/yolov3_training.cfg\n",
        "!sed -i '776 s@filters=255@filters=18@' cfg/yolov3_training.cfg"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "##Membuat Direktori Data Training"
      ],
      "metadata": {
        "id": "yJtJIOomkzzm"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Gl0xQItIctL-"
      },
      "source": [
        "# Membuat file direktori data training\n",
        "!echo -e 'Kardus' > data/obj.names\n",
        "!echo -e 'classes= 1\\ntrain= data/train.txt\\nvalid= data/test.txt\\nnames= data/obj.names\\nbackup= /content/gdrive/MyDrive/yolov3tiny' > data/obj.data"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "P3D-s0KSfzvq"
      },
      "source": [
        "# Save model konfigurasi yolov3_training.cfg \n",
        "!cp data/obj.names /content/gdrive/MyDrive/yolov3tiny/classes.txt"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4XwBji4lf1KZ"
      },
      "source": [
        "!mkdir data/obj"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vUFse4O3dJl_",
        "outputId": "56c140b1-18c6-4ac0-cd06-91ded46f5325"
      },
      "source": [
        "# Unzip Dataset Gambar Kardus\n",
        "!unzip /content/gdrive/MyDrive/yolov3tiny/Dataset_Pelatihan.zip -d data/obj"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Archive:  /content/gdrive/MyDrive/yolov3tiny-update/Dataset_Pelatihan.zip\n",
            "   creating: data/obj/Dataset_Pelatihan/\n",
            "  inflating: data/obj/Dataset_Pelatihan/classes.txt  \n",
            "  inflating: data/obj/Dataset_Pelatihan/IMG_20221012_125649.jpg  \n",
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FSaeMQjGgets"
      },
      "source": [
        "import glob\n",
        "images_list = glob.glob(\"data/obj/Dataset_Pelatihan/*.jpg\")\n",
        "with open(\"data/train.txt\", \"w\") as f:\n",
        "    f.write(\"\\n\".join(images_list))"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "axZ_XhCZdDSY",
        "outputId": "c73b8903-95e2-4911-f2bd-456eb68e883c"
      },
      "source": [
        "#Donwload pre-trained weights untuk mengambil layer konvolusi\n",
        "!wget https://pjreddie.com/media/files/darknet53.conv.74"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--2022-10-19 07:03:26--  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  45.2MB/s    in 3.8s    \n",
            "\n",
            "2022-10-19 07:03:31 (40.8 MB/s) - ‘darknet53.conv.74’ saved [162482580/162482580]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Training Model"
      ],
      "metadata": {
        "id": "L39tJ5bllSQ6"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "dCyKzycpgkDu",
        "outputId": "e8cd4047-a455-4651-c3d7-4e216acef212"
      },
      "source": [
        "!./darknet detector train data/obj.data cfg/yolov3_training.cfg darknet53.conv.74 -dont_show\n",
        "# !./darknet detector train data/obj.data cfg/yolov3_training.cfg /mydrive/yolov3tiny/yolov3_training_last.weights -dont_show"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57715, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;903/1000: loss=1.0 hours left=0.4\u0007\n",
            " 903: 1.040734, 0.865354 avg loss, 0.000665 rate, 0.945906 seconds, 57792 images, 0.394251 hours left\n",
            "Loaded: 5.902733 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.564397), count: 4, class_loss = 2.002608, iou_loss = 0.386186, total_loss = 2.388794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57719, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.534974), count: 4, class_loss = 2.088738, iou_loss = 0.820994, total_loss = 2.909732 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57723, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.603069), count: 4, class_loss = 1.757498, iou_loss = 0.456609, total_loss = 2.214107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57727, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.455552), count: 4, class_loss = 1.379505, iou_loss = 0.871549, total_loss = 2.251053 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57731, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.558758), count: 4, class_loss = 1.464879, iou_loss = 0.612421, total_loss = 2.077299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.495963), count: 4, class_loss = 1.340689, iou_loss = 0.581841, total_loss = 1.922531 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57739, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.532514), count: 4, class_loss = 1.189058, iou_loss = 0.649804, total_loss = 1.838862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57743, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.622737), count: 4, class_loss = 1.551360, iou_loss = 0.377605, total_loss = 1.928965 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57747, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.630394), count: 4, class_loss = 1.910786, iou_loss = 0.471993, total_loss = 2.382778 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57751, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766838), count: 4, class_loss = 2.097285, iou_loss = 0.364618, total_loss = 2.461903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57755, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.556867), count: 4, class_loss = 1.587136, iou_loss = 0.616647, total_loss = 2.203783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.464553), count: 4, class_loss = 1.355725, iou_loss = 0.768214, total_loss = 2.123939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57763, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.628532), count: 4, class_loss = 1.556261, iou_loss = 0.396948, total_loss = 1.953209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57767, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.397506), count: 4, class_loss = 0.978115, iou_loss = 0.840335, total_loss = 1.818450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57771, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.476439), count: 4, class_loss = 1.450397, iou_loss = 0.848729, total_loss = 2.299126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57775, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620110), count: 4, class_loss = 1.826480, iou_loss = 0.385353, total_loss = 2.211832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57779, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;904/1000: loss=1.1 hours left=0.4\u0007\n",
            " 904: 1.093325, 0.888151 avg loss, 0.000668 rate, 0.949921 seconds, 57856 images, 0.392147 hours left\n",
            "Loaded: 5.981235 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633949), count: 4, class_loss = 1.848594, iou_loss = 0.615584, total_loss = 2.464178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57783, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701332), count: 4, class_loss = 2.073593, iou_loss = 0.498049, total_loss = 2.571641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57787, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.645646), count: 4, class_loss = 1.625010, iou_loss = 0.491327, total_loss = 2.116338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.586339), count: 4, class_loss = 1.619639, iou_loss = 0.444635, total_loss = 2.064274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.584026), count: 4, class_loss = 1.249107, iou_loss = 0.445422, total_loss = 1.694529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.658462), count: 4, class_loss = 1.727517, iou_loss = 0.485195, total_loss = 2.212713 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57803, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.763444), count: 4, class_loss = 2.104807, iou_loss = 0.351732, total_loss = 2.456539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57807, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.541783), count: 4, class_loss = 1.304486, iou_loss = 0.506991, total_loss = 1.811476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57811, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.657904), count: 4, class_loss = 1.479776, iou_loss = 0.278319, total_loss = 1.758095 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57815, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725123), count: 4, class_loss = 1.951334, iou_loss = 0.349664, total_loss = 2.300998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.688608), count: 4, class_loss = 1.576233, iou_loss = 0.425637, total_loss = 2.001870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.588079), count: 4, class_loss = 1.525503, iou_loss = 0.489862, total_loss = 2.015364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57827, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643667), count: 4, class_loss = 1.496883, iou_loss = 0.378677, total_loss = 1.875560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57831, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.607653), count: 4, class_loss = 1.630690, iou_loss = 0.652520, total_loss = 2.283211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666065), count: 4, class_loss = 1.812439, iou_loss = 0.432448, total_loss = 2.244887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.610757), count: 4, class_loss = 1.497986, iou_loss = 0.507328, total_loss = 2.005314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57843, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;905/1000: loss=1.1 hours left=0.4\u0007\n",
            " 905: 1.058657, 0.905201 avg loss, 0.000671 rate, 0.882169 seconds, 57920 images, 0.390053 hours left\n",
            "Loaded: 6.014834 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708055), count: 4, class_loss = 1.588437, iou_loss = 0.245942, total_loss = 1.834379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57847, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.640506), count: 4, class_loss = 1.508931, iou_loss = 0.439713, total_loss = 1.948645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57851, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.665375), count: 4, class_loss = 1.451679, iou_loss = 0.411608, total_loss = 1.863286 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57855, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760515), count: 4, class_loss = 1.587186, iou_loss = 0.173996, total_loss = 1.761182 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57859, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.565686), count: 4, class_loss = 1.010790, iou_loss = 0.425614, total_loss = 1.436404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57863, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.605200), count: 4, class_loss = 0.989771, iou_loss = 0.395117, total_loss = 1.384889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57867, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.550933), count: 4, class_loss = 1.421026, iou_loss = 0.466225, total_loss = 1.887251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57871, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.602476), count: 4, class_loss = 0.980131, iou_loss = 0.351102, total_loss = 1.331234 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57875, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.798856), count: 4, class_loss = 2.155969, iou_loss = 0.313391, total_loss = 2.469360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633764), count: 4, class_loss = 1.515712, iou_loss = 0.587614, total_loss = 2.103326 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.584642), count: 4, class_loss = 1.294223, iou_loss = 0.503709, total_loss = 1.797932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679072), count: 4, class_loss = 1.451226, iou_loss = 0.331866, total_loss = 1.783092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717755), count: 4, class_loss = 1.567699, iou_loss = 0.411426, total_loss = 1.979125 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57895, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.522977), count: 4, class_loss = 0.973472, iou_loss = 0.611258, total_loss = 1.584730 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687463), count: 4, class_loss = 1.861814, iou_loss = 0.398763, total_loss = 2.260577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668434), count: 4, class_loss = 1.245346, iou_loss = 0.227696, total_loss = 1.473043 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57907, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;906/1000: loss=0.9 hours left=0.4\u0007\n",
            " 906: 0.903078, 0.904989 avg loss, 0.000674 rate, 0.901684 seconds, 57984 images, 0.387964 hours left\n",
            "Loaded: 6.069546 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692767), count: 4, class_loss = 1.817724, iou_loss = 0.419584, total_loss = 2.237307 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57911, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.681253), count: 4, class_loss = 0.991491, iou_loss = 0.329181, total_loss = 1.320672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57915, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.584517), count: 4, class_loss = 1.362771, iou_loss = 0.608480, total_loss = 1.971251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.665769), count: 4, class_loss = 1.771259, iou_loss = 0.490392, total_loss = 2.261651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758288), count: 4, class_loss = 2.040152, iou_loss = 0.225245, total_loss = 2.265397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57927, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.614239), count: 4, class_loss = 0.985204, iou_loss = 0.455400, total_loss = 1.440604 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57931, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705037), count: 4, class_loss = 1.512694, iou_loss = 0.353043, total_loss = 1.865738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57935, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762944), count: 4, class_loss = 1.659892, iou_loss = 0.250520, total_loss = 1.910412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57939, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633020), count: 4, class_loss = 1.323982, iou_loss = 0.462594, total_loss = 1.786575 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57943, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748040), count: 4, class_loss = 1.912963, iou_loss = 0.346266, total_loss = 2.259229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57947, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769555), count: 4, class_loss = 1.467359, iou_loss = 0.213121, total_loss = 1.680480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57951, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741529), count: 4, class_loss = 1.913820, iou_loss = 0.285604, total_loss = 2.199424 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57955, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712162), count: 4, class_loss = 1.599120, iou_loss = 0.296752, total_loss = 1.895872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57959, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.638652), count: 4, class_loss = 1.205441, iou_loss = 0.538978, total_loss = 1.744419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57963, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.656386), count: 4, class_loss = 1.661172, iou_loss = 0.465779, total_loss = 2.126951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57967, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723973), count: 4, class_loss = 1.415274, iou_loss = 0.293964, total_loss = 1.709238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57971, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;907/1000: loss=1.0 hours left=0.4\u0007\n",
            " 907: 0.958602, 0.910350 avg loss, 0.000677 rate, 0.859271 seconds, 58048 images, 0.385890 hours left\n",
            "Loaded: 6.001708 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769749), count: 4, class_loss = 1.865561, iou_loss = 0.332092, total_loss = 2.197653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57975, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768300), count: 4, class_loss = 1.242456, iou_loss = 0.257428, total_loss = 1.499884 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57979, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.796483), count: 4, class_loss = 1.575571, iou_loss = 0.435437, total_loss = 2.011008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57982, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741185), count: 4, class_loss = 1.453122, iou_loss = 0.253209, total_loss = 1.706330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57986, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749651), count: 4, class_loss = 1.401700, iou_loss = 0.151073, total_loss = 1.552773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57990, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.604299), count: 4, class_loss = 1.011650, iou_loss = 0.590557, total_loss = 1.602207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57994, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723416), count: 4, class_loss = 1.299622, iou_loss = 0.293922, total_loss = 1.593544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 57998, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691101), count: 4, class_loss = 1.170259, iou_loss = 0.258697, total_loss = 1.428957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58002, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706911), count: 4, class_loss = 1.167757, iou_loss = 0.331397, total_loss = 1.499154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58006, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.779399), count: 4, class_loss = 1.202163, iou_loss = 0.197799, total_loss = 1.399962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58010, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701798), count: 4, class_loss = 1.278697, iou_loss = 0.395561, total_loss = 1.674258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58014, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.674414), count: 4, class_loss = 0.969467, iou_loss = 0.359561, total_loss = 1.329029 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58018, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819007), count: 4, class_loss = 1.917522, iou_loss = 0.178379, total_loss = 2.095901 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58022, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716143), count: 4, class_loss = 1.154453, iou_loss = 0.310481, total_loss = 1.464934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58026, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748544), count: 4, class_loss = 1.148989, iou_loss = 0.247159, total_loss = 1.396147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58030, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778102), count: 4, class_loss = 1.551328, iou_loss = 0.118337, total_loss = 1.669666 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58034, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;908/1000: loss=0.8 hours left=0.4\u0007\n",
            " 908: 0.816295, 0.900945 avg loss, 0.000680 rate, 0.883139 seconds, 58112 images, 0.383821 hours left\n",
            "Loaded: 6.057425 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750706), count: 4, class_loss = 1.416223, iou_loss = 0.427994, total_loss = 1.844217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58038, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660580), count: 4, class_loss = 1.249836, iou_loss = 0.352812, total_loss = 1.602648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58042, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.794241), count: 4, class_loss = 1.473652, iou_loss = 0.239516, total_loss = 1.713168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58046, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746177), count: 4, class_loss = 0.985534, iou_loss = 0.264455, total_loss = 1.249989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58050, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770627), count: 4, class_loss = 0.962697, iou_loss = 0.215326, total_loss = 1.178023 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58054, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698133), count: 4, class_loss = 1.108340, iou_loss = 0.175393, total_loss = 1.283733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58058, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767289), count: 4, class_loss = 1.196059, iou_loss = 0.203309, total_loss = 1.399368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58062, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710984), count: 4, class_loss = 1.174447, iou_loss = 0.278439, total_loss = 1.452887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58066, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705835), count: 4, class_loss = 1.423848, iou_loss = 0.346472, total_loss = 1.770320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58070, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776625), count: 4, class_loss = 1.284396, iou_loss = 0.271483, total_loss = 1.555879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58074, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771422), count: 4, class_loss = 0.962384, iou_loss = 0.336192, total_loss = 1.298576 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58078, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687030), count: 4, class_loss = 0.972271, iou_loss = 0.308922, total_loss = 1.281193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58082, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.616410), count: 4, class_loss = 0.970708, iou_loss = 0.332955, total_loss = 1.303662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58086, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.798762), count: 4, class_loss = 1.473396, iou_loss = 0.304147, total_loss = 1.777543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58090, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698891), count: 4, class_loss = 1.159095, iou_loss = 0.398185, total_loss = 1.557280 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58094, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745555), count: 4, class_loss = 1.604070, iou_loss = 0.389738, total_loss = 1.993807 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58098, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;909/1000: loss=0.8 hours left=0.4\u0007\n",
            " 909: 0.758198, 0.886670 avg loss, 0.000683 rate, 0.880687 seconds, 58176 images, 0.381743 hours left\n",
            "Loaded: 5.936372 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784777), count: 4, class_loss = 1.533353, iou_loss = 0.334583, total_loss = 1.867936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58102, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730276), count: 4, class_loss = 2.002385, iou_loss = 0.390065, total_loss = 2.392450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58106, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720130), count: 4, class_loss = 0.992630, iou_loss = 0.199818, total_loss = 1.192449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58110, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701753), count: 4, class_loss = 1.397482, iou_loss = 0.241093, total_loss = 1.638574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58114, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749572), count: 4, class_loss = 1.676187, iou_loss = 0.259212, total_loss = 1.935400 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58118, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797358), count: 4, class_loss = 1.579059, iou_loss = 0.216676, total_loss = 1.795734 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58122, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.812465), count: 4, class_loss = 1.221247, iou_loss = 0.186063, total_loss = 1.407310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58126, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783918), count: 4, class_loss = 1.135516, iou_loss = 0.225024, total_loss = 1.360539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58130, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682818), count: 4, class_loss = 1.306851, iou_loss = 0.411450, total_loss = 1.718301 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58134, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.779486), count: 4, class_loss = 1.171615, iou_loss = 0.178480, total_loss = 1.350095 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58138, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.792377), count: 4, class_loss = 1.462361, iou_loss = 0.216784, total_loss = 1.679146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58142, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.804341), count: 4, class_loss = 1.824426, iou_loss = 0.369093, total_loss = 2.193519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58146, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708257), count: 4, class_loss = 1.192549, iou_loss = 0.343407, total_loss = 1.535956 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58150, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732660), count: 4, class_loss = 2.255187, iou_loss = 0.454465, total_loss = 2.709652 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58154, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758528), count: 4, class_loss = 1.352770, iou_loss = 0.339621, total_loss = 1.692390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58158, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778813), count: 4, class_loss = 1.195019, iou_loss = 0.267884, total_loss = 1.462903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 58162, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;910/1000: loss=0.9 hours left=0.4\u0007\n",
            " 910: 0.872888, 0.885292 avg loss, 0.000686 rate, 0.863540 seconds, 58240 images, 0.379680 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.005146 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.387891), count: 4, class_loss = 1.043336, iou_loss = 0.921956, total_loss = 1.965293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58166, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.384925), count: 4, class_loss = 1.042902, iou_loss = 0.860337, total_loss = 1.903238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58170, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.391723), count: 4, class_loss = 0.998864, iou_loss = 0.912882, total_loss = 1.911746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58174, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.409404), count: 4, class_loss = 0.974001, iou_loss = 0.822122, total_loss = 1.796122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58178, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.356043), count: 4, class_loss = 1.013493, iou_loss = 0.878016, total_loss = 1.891509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58182, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.345771), count: 4, class_loss = 1.071977, iou_loss = 0.803936, total_loss = 1.875913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58186, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.471533), count: 4, class_loss = 0.989257, iou_loss = 0.689065, total_loss = 1.678322 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58190, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.431615), count: 4, class_loss = 0.983549, iou_loss = 0.783158, total_loss = 1.766706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58194, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.405299), count: 4, class_loss = 0.979088, iou_loss = 0.960375, total_loss = 1.939463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58198, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.362551), count: 4, class_loss = 1.017756, iou_loss = 0.904588, total_loss = 1.922344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58202, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.400423), count: 4, class_loss = 0.984432, iou_loss = 0.886242, total_loss = 1.870674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58206, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.298546), count: 4, class_loss = 1.016137, iou_loss = 0.989483, total_loss = 2.005619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58210, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.437994), count: 4, class_loss = 0.958106, iou_loss = 0.827733, total_loss = 1.785839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58214, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.379686), count: 4, class_loss = 0.981677, iou_loss = 0.975172, total_loss = 1.956848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58218, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.364832), count: 4, class_loss = 0.993408, iou_loss = 0.943549, total_loss = 1.936957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58222, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.461537), count: 4, class_loss = 0.966699, iou_loss = 0.710252, total_loss = 1.676951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58226, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;911/1000: loss=0.9 hours left=0.4\u0007\n",
            " 911: 0.933865, 0.890149 avg loss, 0.000689 rate, 1.820197 seconds, 58304 images, 0.377583 hours left\n",
            "Loaded: 5.604967 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.374835), count: 4, class_loss = 0.997505, iou_loss = 0.958823, total_loss = 1.956328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58230, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.371287), count: 4, class_loss = 0.985295, iou_loss = 0.952336, total_loss = 1.937631 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58234, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.333951), count: 4, class_loss = 1.019487, iou_loss = 0.940638, total_loss = 1.960125 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58238, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.329350), count: 4, class_loss = 1.001924, iou_loss = 0.939404, total_loss = 1.941329 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58242, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.335654), count: 4, class_loss = 0.975363, iou_loss = 1.109836, total_loss = 2.085198 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58246, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.284816), count: 4, class_loss = 0.994263, iou_loss = 1.108657, total_loss = 2.102921 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58250, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.518084), count: 4, class_loss = 0.969316, iou_loss = 0.698916, total_loss = 1.668231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58254, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.385831), count: 4, class_loss = 1.022039, iou_loss = 1.048553, total_loss = 2.070591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58258, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.299797), count: 4, class_loss = 0.960107, iou_loss = 1.237310, total_loss = 2.197417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58262, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.396290), count: 4, class_loss = 0.976694, iou_loss = 0.853447, total_loss = 1.830141 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58266, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.359931), count: 4, class_loss = 0.982241, iou_loss = 0.965416, total_loss = 1.947657 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58270, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.364979), count: 4, class_loss = 0.988670, iou_loss = 1.041204, total_loss = 2.029874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58274, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.404128), count: 4, class_loss = 1.017932, iou_loss = 0.759877, total_loss = 1.777809 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58278, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.360895), count: 4, class_loss = 0.970235, iou_loss = 1.115299, total_loss = 2.085535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58282, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.314161), count: 4, class_loss = 0.977315, iou_loss = 1.077006, total_loss = 2.054321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58286, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.419994), count: 4, class_loss = 0.981907, iou_loss = 0.853600, total_loss = 1.835507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58290, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;912/1000: loss=1.0 hours left=0.4\u0007\n",
            " 912: 0.983774, 0.899512 avg loss, 0.000692 rate, 1.837505 seconds, 58368 images, 0.375743 hours left\n",
            "Loaded: 5.657956 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.360751), count: 4, class_loss = 0.971663, iou_loss = 1.091461, total_loss = 2.063123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58294, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.394239), count: 4, class_loss = 0.982224, iou_loss = 0.863932, total_loss = 1.846157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58298, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.317183), count: 4, class_loss = 0.990552, iou_loss = 1.079134, total_loss = 2.069687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58302, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.421879), count: 4, class_loss = 0.989190, iou_loss = 0.863049, total_loss = 1.852240 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58306, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.354538), count: 4, class_loss = 0.999383, iou_loss = 0.978390, total_loss = 1.977773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58310, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.363601), count: 4, class_loss = 0.993912, iou_loss = 0.888750, total_loss = 1.882662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58314, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.363864), count: 4, class_loss = 0.973116, iou_loss = 1.088619, total_loss = 2.061735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58318, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.429951), count: 4, class_loss = 0.987858, iou_loss = 0.864480, total_loss = 1.852338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58322, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.384583), count: 4, class_loss = 1.017406, iou_loss = 0.892459, total_loss = 1.909865 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58326, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.417697), count: 4, class_loss = 0.966223, iou_loss = 0.845871, total_loss = 1.812094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58330, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.419469), count: 4, class_loss = 0.978176, iou_loss = 0.892422, total_loss = 1.870597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58334, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.345492), count: 4, class_loss = 0.948152, iou_loss = 1.055967, total_loss = 2.004119 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58338, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.412278), count: 4, class_loss = 0.963508, iou_loss = 0.910189, total_loss = 1.873696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58342, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.374422), count: 4, class_loss = 0.997909, iou_loss = 0.982421, total_loss = 1.980330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58346, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.351804), count: 4, class_loss = 0.974181, iou_loss = 1.212224, total_loss = 2.186405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58350, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.417454), count: 4, class_loss = 0.981645, iou_loss = 0.878776, total_loss = 1.860421 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58354, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;913/1000: loss=1.0 hours left=0.4\u0007\n",
            " 913: 0.971981, 0.906759 avg loss, 0.000695 rate, 1.728150 seconds, 58432 images, 0.373805 hours left\n",
            "Loaded: 5.799143 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.409924), count: 4, class_loss = 0.977972, iou_loss = 0.807792, total_loss = 1.785764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58358, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.419316), count: 4, class_loss = 0.974835, iou_loss = 0.926095, total_loss = 1.900930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58362, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.387319), count: 4, class_loss = 0.988525, iou_loss = 0.910060, total_loss = 1.898585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58366, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.426984), count: 4, class_loss = 0.918164, iou_loss = 0.777825, total_loss = 1.695989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58370, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.389215), count: 4, class_loss = 1.005142, iou_loss = 1.057963, total_loss = 2.063105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58374, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.393332), count: 4, class_loss = 0.975455, iou_loss = 0.978767, total_loss = 1.954222 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58378, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.362952), count: 4, class_loss = 0.943770, iou_loss = 1.068345, total_loss = 2.012115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58382, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.444990), count: 4, class_loss = 0.977196, iou_loss = 0.880563, total_loss = 1.857759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58386, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.494234), count: 4, class_loss = 0.980190, iou_loss = 0.811263, total_loss = 1.791452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58390, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.348650), count: 4, class_loss = 0.984728, iou_loss = 1.091667, total_loss = 2.076396 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58394, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.379085), count: 4, class_loss = 0.965936, iou_loss = 1.161488, total_loss = 2.127425 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58398, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.395823), count: 4, class_loss = 0.988505, iou_loss = 0.896639, total_loss = 1.885144 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58402, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.361080), count: 4, class_loss = 0.965391, iou_loss = 1.145296, total_loss = 2.110687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58406, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.421826), count: 4, class_loss = 1.003360, iou_loss = 0.838484, total_loss = 1.841844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58410, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.355936), count: 4, class_loss = 0.981394, iou_loss = 0.926541, total_loss = 1.907934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58414, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.368998), count: 4, class_loss = 0.952274, iou_loss = 1.090701, total_loss = 2.042975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 58418, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;914/1000: loss=1.0 hours left=0.4\u0007\n",
            " 914: 0.967265, 0.912809 avg loss, 0.000698 rate, 1.779610 seconds, 58496 images, 0.371853 hours left\n",
            "Loaded: 5.704037 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.437432), count: 4, class_loss = 0.979103, iou_loss = 0.665523, total_loss = 1.644626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58422, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.450394), count: 4, class_loss = 1.001744, iou_loss = 0.888822, total_loss = 1.890565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58426, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.387942), count: 4, class_loss = 0.992345, iou_loss = 0.854277, total_loss = 1.846622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58430, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.452331), count: 4, class_loss = 0.976325, iou_loss = 0.828082, total_loss = 1.804407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58434, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.372812), count: 4, class_loss = 0.977665, iou_loss = 0.886073, total_loss = 1.863738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58438, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.445918), count: 4, class_loss = 0.978247, iou_loss = 0.661930, total_loss = 1.640178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58442, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.484519), count: 4, class_loss = 1.008853, iou_loss = 0.753923, total_loss = 1.762776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58446, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.367658), count: 4, class_loss = 0.985573, iou_loss = 0.856485, total_loss = 1.842059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58450, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.352985), count: 4, class_loss = 1.024952, iou_loss = 0.962951, total_loss = 1.987903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58454, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.381535), count: 4, class_loss = 1.013413, iou_loss = 0.791922, total_loss = 1.805335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58458, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.389553), count: 4, class_loss = 0.990207, iou_loss = 0.801100, total_loss = 1.791308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58462, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.458009), count: 4, class_loss = 0.972112, iou_loss = 0.764280, total_loss = 1.736392 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58466, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.418074), count: 4, class_loss = 0.945071, iou_loss = 0.735568, total_loss = 1.680639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58470, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.498493), count: 4, class_loss = 1.002071, iou_loss = 0.630607, total_loss = 1.632678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58474, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.531501), count: 4, class_loss = 0.956197, iou_loss = 0.743856, total_loss = 1.700054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58478, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.473776), count: 4, class_loss = 0.975142, iou_loss = 0.707264, total_loss = 1.682406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58482, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;915/1000: loss=0.9 hours left=0.4\u0007\n",
            " 915: 0.884744, 0.910003 avg loss, 0.000701 rate, 1.809944 seconds, 58560 images, 0.369945 hours left\n",
            "Loaded: 5.661699 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.529577), count: 4, class_loss = 0.979194, iou_loss = 0.522721, total_loss = 1.501915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58486, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.586514), count: 4, class_loss = 0.976231, iou_loss = 0.460280, total_loss = 1.436511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58490, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.479601), count: 4, class_loss = 0.985245, iou_loss = 0.520990, total_loss = 1.506235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58494, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.410104), count: 4, class_loss = 0.967077, iou_loss = 0.612491, total_loss = 1.579568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58498, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.440494), count: 4, class_loss = 0.965690, iou_loss = 0.673720, total_loss = 1.639410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58502, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.477072), count: 4, class_loss = 0.994041, iou_loss = 0.701209, total_loss = 1.695251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58506, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.429300), count: 4, class_loss = 0.990063, iou_loss = 0.688254, total_loss = 1.678317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58510, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.427450), count: 4, class_loss = 0.989500, iou_loss = 0.875825, total_loss = 1.865325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58514, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.543251), count: 4, class_loss = 0.975838, iou_loss = 0.530631, total_loss = 1.506469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.603728), count: 4, class_loss = 0.961229, iou_loss = 0.498142, total_loss = 1.459372 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58522, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.571615), count: 4, class_loss = 0.965082, iou_loss = 0.475716, total_loss = 1.440799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58526, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.477790), count: 4, class_loss = 0.988831, iou_loss = 0.582206, total_loss = 1.571037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58530, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.444749), count: 4, class_loss = 0.944334, iou_loss = 0.681680, total_loss = 1.626014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58534, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.396845), count: 4, class_loss = 0.996333, iou_loss = 0.763839, total_loss = 1.760171 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58538, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.500392), count: 4, class_loss = 0.979925, iou_loss = 0.679825, total_loss = 1.659750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58542, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.423200), count: 4, class_loss = 0.972570, iou_loss = 0.622058, total_loss = 1.594628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58546, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;916/1000: loss=0.8 hours left=0.4\u0007\n",
            " 916: 0.797528, 0.898755 avg loss, 0.000704 rate, 1.711531 seconds, 58624 images, 0.368020 hours left\n",
            "Loaded: 5.787916 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.538488), count: 4, class_loss = 1.003565, iou_loss = 0.464799, total_loss = 1.468364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58550, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.602366), count: 4, class_loss = 0.984954, iou_loss = 0.521428, total_loss = 1.506382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58553, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.540195), count: 4, class_loss = 0.996058, iou_loss = 0.433647, total_loss = 1.429705 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58557, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687952), count: 4, class_loss = 0.973193, iou_loss = 0.357731, total_loss = 1.330924 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58561, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708692), count: 4, class_loss = 0.979028, iou_loss = 0.496894, total_loss = 1.475923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58565, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.520672), count: 4, class_loss = 0.990453, iou_loss = 0.554410, total_loss = 1.544863 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58569, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754625), count: 4, class_loss = 0.931448, iou_loss = 0.476228, total_loss = 1.407676 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58573, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.601366), count: 4, class_loss = 0.972935, iou_loss = 0.589787, total_loss = 1.562722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58577, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.458482), count: 4, class_loss = 0.981629, iou_loss = 0.812892, total_loss = 1.794521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58581, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.556707), count: 4, class_loss = 0.986372, iou_loss = 0.440782, total_loss = 1.427154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58585, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.637017), count: 4, class_loss = 0.957938, iou_loss = 0.453746, total_loss = 1.411685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58589, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.616791), count: 4, class_loss = 0.973202, iou_loss = 0.404924, total_loss = 1.378126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58593, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.572634), count: 4, class_loss = 0.970438, iou_loss = 0.510891, total_loss = 1.481330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58597, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708291), count: 4, class_loss = 0.962946, iou_loss = 0.333390, total_loss = 1.296336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58601, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632325), count: 4, class_loss = 0.962922, iou_loss = 0.379406, total_loss = 1.342328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58605, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.579961), count: 4, class_loss = 0.980425, iou_loss = 0.513908, total_loss = 1.494333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58609, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;917/1000: loss=0.7 hours left=0.4\u0007\n",
            " 917: 0.729766, 0.881856 avg loss, 0.000707 rate, 1.826001 seconds, 58688 images, 0.366060 hours left\n",
            "Loaded: 5.795351 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744538), count: 4, class_loss = 0.928537, iou_loss = 0.378012, total_loss = 1.306550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58613, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735797), count: 4, class_loss = 0.939213, iou_loss = 0.399136, total_loss = 1.338349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58617, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684716), count: 4, class_loss = 0.963134, iou_loss = 0.363761, total_loss = 1.326895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58621, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.576114), count: 4, class_loss = 1.009456, iou_loss = 0.326749, total_loss = 1.336205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58625, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692827), count: 4, class_loss = 0.968927, iou_loss = 0.365713, total_loss = 1.334640 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58629, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710067), count: 4, class_loss = 0.966184, iou_loss = 0.328497, total_loss = 1.294680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58633, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.678353), count: 4, class_loss = 0.977054, iou_loss = 0.227668, total_loss = 1.204723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58637, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724817), count: 4, class_loss = 0.983250, iou_loss = 0.348867, total_loss = 1.332117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58641, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.823225), count: 4, class_loss = 0.938691, iou_loss = 0.371720, total_loss = 1.310411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58645, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682473), count: 4, class_loss = 0.969667, iou_loss = 0.279599, total_loss = 1.249267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58649, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632848), count: 4, class_loss = 0.982948, iou_loss = 0.329964, total_loss = 1.312912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58653, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737447), count: 4, class_loss = 0.973096, iou_loss = 0.226178, total_loss = 1.199275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58657, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.595124), count: 4, class_loss = 0.991720, iou_loss = 0.371623, total_loss = 1.363343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58661, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683388), count: 4, class_loss = 0.989427, iou_loss = 0.365364, total_loss = 1.354791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58665, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762435), count: 4, class_loss = 0.951172, iou_loss = 0.314370, total_loss = 1.265542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58669, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.815030), count: 4, class_loss = 0.937681, iou_loss = 0.423516, total_loss = 1.361197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58673, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;918/1000: loss=0.7 hours left=0.4\u0007\n",
            " 918: 0.652845, 0.858955 avg loss, 0.000710 rate, 1.797188 seconds, 58752 images, 0.364155 hours left\n",
            "Loaded: 5.692668 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716492), count: 4, class_loss = 0.930830, iou_loss = 0.331295, total_loss = 1.262126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58677, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705959), count: 4, class_loss = 0.985282, iou_loss = 0.294001, total_loss = 1.279283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58681, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.782636), count: 4, class_loss = 0.985481, iou_loss = 0.209151, total_loss = 1.194632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58685, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.659945), count: 4, class_loss = 0.983989, iou_loss = 0.383171, total_loss = 1.367160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58689, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715922), count: 4, class_loss = 0.891440, iou_loss = 0.329766, total_loss = 1.221207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58693, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675908), count: 4, class_loss = 0.981916, iou_loss = 0.389901, total_loss = 1.371817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58697, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671231), count: 4, class_loss = 0.950838, iou_loss = 0.393081, total_loss = 1.343918 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58701, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701720), count: 4, class_loss = 0.977174, iou_loss = 0.254975, total_loss = 1.232149 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58705, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.709510), count: 4, class_loss = 1.003217, iou_loss = 0.185559, total_loss = 1.188776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58709, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761314), count: 4, class_loss = 0.966531, iou_loss = 0.458242, total_loss = 1.424773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58713, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.656302), count: 4, class_loss = 0.986221, iou_loss = 0.396421, total_loss = 1.382642 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58717, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713570), count: 4, class_loss = 0.951969, iou_loss = 0.402838, total_loss = 1.354807 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58721, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711048), count: 4, class_loss = 1.000697, iou_loss = 0.256631, total_loss = 1.257329 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58725, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.617784), count: 4, class_loss = 0.934667, iou_loss = 0.409648, total_loss = 1.344315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58729, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.801246), count: 4, class_loss = 0.931545, iou_loss = 0.337423, total_loss = 1.268968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58733, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.804446), count: 4, class_loss = 0.959772, iou_loss = 0.262678, total_loss = 1.222449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58737, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;919/1000: loss=0.6 hours left=0.4\u0007\n",
            " 919: 0.647390, 0.837799 avg loss, 0.000713 rate, 1.843642 seconds, 58816 images, 0.362243 hours left\n",
            "Loaded: 5.621961 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.702793), count: 4, class_loss = 0.953914, iou_loss = 0.468694, total_loss = 1.422608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58741, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660822), count: 4, class_loss = 0.988776, iou_loss = 0.557314, total_loss = 1.546091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58745, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.617194), count: 4, class_loss = 1.032911, iou_loss = 0.347364, total_loss = 1.380276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58749, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718240), count: 4, class_loss = 0.997359, iou_loss = 0.372447, total_loss = 1.369805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58753, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.772536), count: 4, class_loss = 0.981890, iou_loss = 0.303216, total_loss = 1.285106 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58757, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.871868), count: 4, class_loss = 0.951739, iou_loss = 0.136540, total_loss = 1.088279 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58761, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662802), count: 4, class_loss = 0.967503, iou_loss = 0.526210, total_loss = 1.493713 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58765, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660376), count: 4, class_loss = 1.008864, iou_loss = 0.497686, total_loss = 1.506550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58769, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745131), count: 4, class_loss = 0.938635, iou_loss = 0.290542, total_loss = 1.229176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676642), count: 4, class_loss = 0.990320, iou_loss = 0.341342, total_loss = 1.331662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58777, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749238), count: 4, class_loss = 1.011079, iou_loss = 0.250966, total_loss = 1.262046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58781, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744611), count: 4, class_loss = 0.967614, iou_loss = 0.414093, total_loss = 1.381707 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58785, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721119), count: 4, class_loss = 0.944155, iou_loss = 0.267307, total_loss = 1.211462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58789, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739820), count: 4, class_loss = 0.971945, iou_loss = 0.366100, total_loss = 1.338045 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58793, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.777795), count: 4, class_loss = 0.953810, iou_loss = 0.284864, total_loss = 1.238674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58797, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.646671), count: 4, class_loss = 0.994226, iou_loss = 0.438472, total_loss = 1.432698 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58801, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;920/1000: loss=0.7 hours left=0.4\u0007\n",
            " 920: 0.672438, 0.821263 avg loss, 0.000716 rate, 1.781505 seconds, 58880 images, 0.360317 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.865543 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.663461), count: 4, class_loss = 0.984009, iou_loss = 0.409154, total_loss = 1.393163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.678742), count: 4, class_loss = 0.969263, iou_loss = 0.330817, total_loss = 1.300080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58809, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713094), count: 4, class_loss = 0.944316, iou_loss = 0.385929, total_loss = 1.330245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58813, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.598575), count: 4, class_loss = 0.956063, iou_loss = 0.519406, total_loss = 1.475469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58817, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664503), count: 4, class_loss = 0.959126, iou_loss = 0.413331, total_loss = 1.372457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58821, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696532), count: 4, class_loss = 0.952661, iou_loss = 0.371796, total_loss = 1.324457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58825, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.490966), count: 4, class_loss = 0.959892, iou_loss = 0.816118, total_loss = 1.776010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58829, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703446), count: 4, class_loss = 0.985860, iou_loss = 0.269208, total_loss = 1.255068 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58833, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.589580), count: 4, class_loss = 0.969215, iou_loss = 0.499395, total_loss = 1.468610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58837, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.655672), count: 4, class_loss = 0.963013, iou_loss = 0.374883, total_loss = 1.337895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58841, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.500557), count: 4, class_loss = 0.927263, iou_loss = 0.648135, total_loss = 1.575398 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58845, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.589688), count: 4, class_loss = 0.954299, iou_loss = 0.438565, total_loss = 1.392864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58849, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.702075), count: 4, class_loss = 0.960689, iou_loss = 0.279885, total_loss = 1.240574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58853, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664967), count: 4, class_loss = 0.981676, iou_loss = 0.453066, total_loss = 1.434741 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58857, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682871), count: 4, class_loss = 0.965950, iou_loss = 0.268206, total_loss = 1.234156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58861, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.557547), count: 4, class_loss = 0.933491, iou_loss = 0.419813, total_loss = 1.353303 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58865, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;921/1000: loss=0.7 hours left=0.4\u0007\n",
            " 921: 0.695769, 0.808713 avg loss, 0.000720 rate, 1.830153 seconds, 58944 images, 0.358359 hours left\n",
            "Loaded: 5.713865 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698343), count: 4, class_loss = 0.958269, iou_loss = 0.281250, total_loss = 1.239519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.582974), count: 4, class_loss = 0.994304, iou_loss = 0.692888, total_loss = 1.687192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58873, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.576200), count: 4, class_loss = 0.948213, iou_loss = 0.548681, total_loss = 1.496894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706556), count: 4, class_loss = 0.973279, iou_loss = 0.199494, total_loss = 1.172773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58881, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.550207), count: 4, class_loss = 0.981203, iou_loss = 0.428577, total_loss = 1.409780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58885, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.498691), count: 4, class_loss = 0.895278, iou_loss = 0.729986, total_loss = 1.625265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58889, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.590035), count: 4, class_loss = 0.975619, iou_loss = 0.448972, total_loss = 1.424591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58893, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.535608), count: 4, class_loss = 0.986613, iou_loss = 0.590690, total_loss = 1.577303 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58897, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664992), count: 4, class_loss = 0.982735, iou_loss = 0.373346, total_loss = 1.356080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58901, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.515103), count: 4, class_loss = 0.866773, iou_loss = 0.742319, total_loss = 1.609092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58905, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.674957), count: 4, class_loss = 0.984898, iou_loss = 0.349336, total_loss = 1.334234 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58909, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.531085), count: 4, class_loss = 0.960230, iou_loss = 0.702905, total_loss = 1.663134 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58913, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.571612), count: 4, class_loss = 0.990419, iou_loss = 0.663489, total_loss = 1.653908 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58917, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666780), count: 4, class_loss = 0.984867, iou_loss = 0.442414, total_loss = 1.427281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58921, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.596594), count: 4, class_loss = 0.947219, iou_loss = 0.577384, total_loss = 1.524603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58925, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.600137), count: 4, class_loss = 0.978855, iou_loss = 0.590149, total_loss = 1.569003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 58929, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;922/1000: loss=0.7 hours left=0.4\u0007\n",
            " 922: 0.742837, 0.802126 avg loss, 0.000723 rate, 1.718466 seconds, 59008 images, 0.356684 hours left\n",
            "Loaded: 5.756703 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.534777), count: 4, class_loss = 0.901388, iou_loss = 0.573403, total_loss = 1.474792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58933, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.447697), count: 4, class_loss = 0.934761, iou_loss = 0.916107, total_loss = 1.850868 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58937, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.645855), count: 4, class_loss = 0.953136, iou_loss = 0.402068, total_loss = 1.355204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58941, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.509876), count: 4, class_loss = 0.953822, iou_loss = 0.760738, total_loss = 1.714559 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58945, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675010), count: 4, class_loss = 0.953711, iou_loss = 0.383577, total_loss = 1.337289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58949, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.414456), count: 4, class_loss = 0.887741, iou_loss = 0.905148, total_loss = 1.792890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58953, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.467101), count: 4, class_loss = 0.917201, iou_loss = 0.928708, total_loss = 1.845909 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58957, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.508271), count: 4, class_loss = 0.966258, iou_loss = 0.396966, total_loss = 1.363224 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58961, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.491631), count: 4, class_loss = 0.967502, iou_loss = 0.673891, total_loss = 1.641393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58965, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.576776), count: 4, class_loss = 0.982142, iou_loss = 0.573789, total_loss = 1.555931 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58969, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.485742), count: 4, class_loss = 0.915118, iou_loss = 0.448297, total_loss = 1.363415 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58973, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.474072), count: 4, class_loss = 0.956374, iou_loss = 0.786629, total_loss = 1.743003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.572350), count: 4, class_loss = 0.964280, iou_loss = 0.541394, total_loss = 1.505674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58981, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.456916), count: 4, class_loss = 0.960200, iou_loss = 0.969392, total_loss = 1.929592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58985, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.601919), count: 4, class_loss = 0.959332, iou_loss = 0.413741, total_loss = 1.373072 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58989, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.482945), count: 4, class_loss = 0.979322, iou_loss = 0.765329, total_loss = 1.744651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58993, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;923/1000: loss=0.8 hours left=0.4\u0007\n",
            " 923: 0.799737, 0.801887 avg loss, 0.000726 rate, 1.884877 seconds, 59072 images, 0.354728 hours left\n",
            "Loaded: 6.883155 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.817162), count: 4, class_loss = 0.979257, iou_loss = 0.221792, total_loss = 1.201049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 58997, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.507958), count: 4, class_loss = 0.969126, iou_loss = 0.728036, total_loss = 1.697162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59001, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.595504), count: 4, class_loss = 0.970509, iou_loss = 0.530870, total_loss = 1.501379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.619820), count: 4, class_loss = 0.963517, iou_loss = 0.417296, total_loss = 1.380813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59009, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.543722), count: 4, class_loss = 0.952605, iou_loss = 0.518214, total_loss = 1.470819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59013, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.482441), count: 4, class_loss = 0.946027, iou_loss = 0.897836, total_loss = 1.843863 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59017, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.613986), count: 4, class_loss = 0.981026, iou_loss = 0.485379, total_loss = 1.466405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59021, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.614675), count: 4, class_loss = 1.008336, iou_loss = 0.439339, total_loss = 1.447675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59025, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.580013), count: 4, class_loss = 0.976521, iou_loss = 0.516016, total_loss = 1.492538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59029, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.581957), count: 4, class_loss = 0.990850, iou_loss = 0.549501, total_loss = 1.540351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59033, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.508043), count: 4, class_loss = 0.962624, iou_loss = 0.678196, total_loss = 1.640820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59037, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.626433), count: 4, class_loss = 0.964217, iou_loss = 0.297445, total_loss = 1.261662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59041, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.623327), count: 4, class_loss = 0.964701, iou_loss = 0.685967, total_loss = 1.650668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59045, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.697373), count: 4, class_loss = 0.964676, iou_loss = 0.366146, total_loss = 1.330823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59049, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.591572), count: 4, class_loss = 0.969324, iou_loss = 0.451440, total_loss = 1.420764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59053, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643653), count: 4, class_loss = 0.994140, iou_loss = 0.404247, total_loss = 1.398387 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59057, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;924/1000: loss=0.7 hours left=0.4\u0007\n",
            " 924: 0.742040, 0.795902 avg loss, 0.000729 rate, 2.619514 seconds, 59136 images, 0.352815 hours left\n",
            "Loaded: 6.170012 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.462701), count: 4, class_loss = 0.961243, iou_loss = 0.924735, total_loss = 1.885978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59061, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.657839), count: 4, class_loss = 0.997315, iou_loss = 0.410514, total_loss = 1.407829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59065, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.558553), count: 4, class_loss = 0.986003, iou_loss = 0.550401, total_loss = 1.536404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59069, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761310), count: 4, class_loss = 0.992259, iou_loss = 0.457211, total_loss = 1.449470 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59073, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.613122), count: 4, class_loss = 0.987779, iou_loss = 0.394453, total_loss = 1.382232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59077, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.524556), count: 4, class_loss = 0.964492, iou_loss = 0.570274, total_loss = 1.534766 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59081, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.452702), count: 4, class_loss = 0.869176, iou_loss = 0.753402, total_loss = 1.622578 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59085, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.540786), count: 4, class_loss = 0.977437, iou_loss = 0.506353, total_loss = 1.483790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59089, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620572), count: 4, class_loss = 0.996968, iou_loss = 0.659179, total_loss = 1.656148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59093, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.478056), count: 4, class_loss = 0.966265, iou_loss = 0.997765, total_loss = 1.964031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59097, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.560648), count: 4, class_loss = 0.974744, iou_loss = 0.658658, total_loss = 1.633402 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59101, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.538894), count: 4, class_loss = 0.974723, iou_loss = 0.550118, total_loss = 1.524841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59105, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.515464), count: 4, class_loss = 0.941217, iou_loss = 0.838811, total_loss = 1.780028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59109, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.455306), count: 4, class_loss = 0.975407, iou_loss = 1.093548, total_loss = 2.068955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59113, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.570906), count: 4, class_loss = 0.931521, iou_loss = 0.492458, total_loss = 1.423978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59117, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.421090), count: 4, class_loss = 0.979677, iou_loss = 1.065590, total_loss = 2.045267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59121, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;925/1000: loss=0.8 hours left=0.4\u0007\n",
            " 925: 0.824994, 0.798811 avg loss, 0.000732 rate, 1.747486 seconds, 59200 images, 0.351294 hours left\n",
            "Loaded: 5.699797 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.540032), count: 4, class_loss = 0.991577, iou_loss = 0.617480, total_loss = 1.609057 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59125, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.589617), count: 4, class_loss = 0.969308, iou_loss = 0.523072, total_loss = 1.492380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59129, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.503995), count: 4, class_loss = 0.927568, iou_loss = 0.702874, total_loss = 1.630442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59133, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692971), count: 4, class_loss = 0.985061, iou_loss = 0.481541, total_loss = 1.466602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.584547), count: 4, class_loss = 0.966869, iou_loss = 0.507182, total_loss = 1.474051 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59141, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.536670), count: 4, class_loss = 0.956871, iou_loss = 0.567918, total_loss = 1.524789 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59145, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.512622), count: 4, class_loss = 0.969875, iou_loss = 0.755389, total_loss = 1.725264 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59149, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660520), count: 4, class_loss = 0.993632, iou_loss = 0.440195, total_loss = 1.433828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59153, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819666), count: 4, class_loss = 1.002807, iou_loss = 0.198594, total_loss = 1.201401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59157, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693795), count: 4, class_loss = 0.992210, iou_loss = 0.193857, total_loss = 1.186067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693530), count: 4, class_loss = 0.940977, iou_loss = 0.366938, total_loss = 1.307915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59165, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.608242), count: 4, class_loss = 0.941058, iou_loss = 0.410723, total_loss = 1.351782 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59169, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708899), count: 4, class_loss = 0.972270, iou_loss = 0.417069, total_loss = 1.389339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59173, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.559366), count: 4, class_loss = 0.927755, iou_loss = 0.535737, total_loss = 1.463492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59177, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708160), count: 4, class_loss = 0.980809, iou_loss = 0.349106, total_loss = 1.329915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59181, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.640559), count: 4, class_loss = 0.926442, iou_loss = 0.377977, total_loss = 1.304419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59185, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;926/1000: loss=0.7 hours left=0.3\u0007\n",
            " 926: 0.715339, 0.790464 avg loss, 0.000735 rate, 1.716861 seconds, 59264 images, 0.349430 hours left\n",
            "Loaded: 5.713338 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.527935), count: 4, class_loss = 0.977013, iou_loss = 0.730574, total_loss = 1.707587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59189, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677232), count: 4, class_loss = 0.947535, iou_loss = 0.271210, total_loss = 1.218745 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59193, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689150), count: 4, class_loss = 0.874193, iou_loss = 0.307194, total_loss = 1.181387 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59197, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.794108), count: 4, class_loss = 0.957691, iou_loss = 0.183152, total_loss = 1.140844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59201, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712990), count: 4, class_loss = 0.980027, iou_loss = 0.179850, total_loss = 1.159877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59205, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.648446), count: 4, class_loss = 0.911809, iou_loss = 0.392461, total_loss = 1.304270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59209, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.601894), count: 4, class_loss = 0.963766, iou_loss = 0.425079, total_loss = 1.388845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59213, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660799), count: 4, class_loss = 0.983586, iou_loss = 0.438774, total_loss = 1.422360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59217, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689832), count: 4, class_loss = 0.942269, iou_loss = 0.271738, total_loss = 1.214007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59221, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.616782), count: 4, class_loss = 0.963967, iou_loss = 0.439463, total_loss = 1.403430 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59225, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704384), count: 4, class_loss = 1.023794, iou_loss = 0.252983, total_loss = 1.276777 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59229, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.624311), count: 4, class_loss = 0.981671, iou_loss = 0.356624, total_loss = 1.338296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59233, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.540176), count: 4, class_loss = 0.957066, iou_loss = 0.658591, total_loss = 1.615657 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59237, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753934), count: 4, class_loss = 0.945853, iou_loss = 0.358284, total_loss = 1.304138 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59241, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.561963), count: 4, class_loss = 0.938711, iou_loss = 0.671408, total_loss = 1.610120 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59245, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769007), count: 4, class_loss = 0.922942, iou_loss = 0.269095, total_loss = 1.192036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59249, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;927/1000: loss=0.7 hours left=0.3\u0007\n",
            " 927: 0.671203, 0.778538 avg loss, 0.000738 rate, 1.779595 seconds, 59328 images, 0.347461 hours left\n",
            "Loaded: 5.632950 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684382), count: 4, class_loss = 0.916250, iou_loss = 0.553257, total_loss = 1.469507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59253, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730889), count: 4, class_loss = 0.982859, iou_loss = 0.253682, total_loss = 1.236542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59257, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717322), count: 4, class_loss = 0.994975, iou_loss = 0.194964, total_loss = 1.189939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59261, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649831), count: 4, class_loss = 0.954272, iou_loss = 0.451850, total_loss = 1.406122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59265, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689094), count: 4, class_loss = 0.965887, iou_loss = 0.420842, total_loss = 1.386729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59269, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650959), count: 4, class_loss = 1.026969, iou_loss = 0.493292, total_loss = 1.520261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59273, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745081), count: 4, class_loss = 0.912002, iou_loss = 0.196808, total_loss = 1.108810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59277, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643513), count: 4, class_loss = 1.017531, iou_loss = 0.296671, total_loss = 1.314201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59281, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.663869), count: 4, class_loss = 1.002108, iou_loss = 0.369588, total_loss = 1.371696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59285, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.604070), count: 4, class_loss = 0.934844, iou_loss = 0.476082, total_loss = 1.410926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59289, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.765719), count: 4, class_loss = 0.926136, iou_loss = 0.351586, total_loss = 1.277722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59293, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704212), count: 4, class_loss = 0.992676, iou_loss = 0.246841, total_loss = 1.239517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59297, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653692), count: 4, class_loss = 0.989250, iou_loss = 0.441043, total_loss = 1.430293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59301, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.648172), count: 4, class_loss = 0.955490, iou_loss = 0.389539, total_loss = 1.345029 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59305, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698960), count: 4, class_loss = 0.925179, iou_loss = 0.220665, total_loss = 1.145844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59309, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718720), count: 4, class_loss = 0.956459, iou_loss = 0.354053, total_loss = 1.310512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59313, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;928/1000: loss=0.7 hours left=0.3\u0007\n",
            " 928: 0.661367, 0.766821 avg loss, 0.000742 rate, 1.782420 seconds, 59392 images, 0.345505 hours left\n",
            "Loaded: 5.640182 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707102), count: 4, class_loss = 0.943935, iou_loss = 0.461848, total_loss = 1.405783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59317, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711402), count: 4, class_loss = 0.996467, iou_loss = 0.245238, total_loss = 1.241706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59321, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.688019), count: 4, class_loss = 0.981627, iou_loss = 0.325133, total_loss = 1.306759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59325, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739969), count: 4, class_loss = 0.905899, iou_loss = 0.352112, total_loss = 1.258011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59329, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727735), count: 4, class_loss = 0.919649, iou_loss = 0.342718, total_loss = 1.262367 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59333, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698804), count: 4, class_loss = 0.914109, iou_loss = 0.262281, total_loss = 1.176390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59337, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677916), count: 4, class_loss = 0.978499, iou_loss = 0.337579, total_loss = 1.316078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59341, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739625), count: 4, class_loss = 0.913631, iou_loss = 0.423563, total_loss = 1.337195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59345, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701737), count: 4, class_loss = 0.927325, iou_loss = 0.437462, total_loss = 1.364787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59349, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704664), count: 4, class_loss = 0.970078, iou_loss = 0.292120, total_loss = 1.262198 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59353, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.672120), count: 4, class_loss = 0.895989, iou_loss = 0.470240, total_loss = 1.366229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59357, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809461), count: 4, class_loss = 0.951840, iou_loss = 0.330843, total_loss = 1.282684 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59361, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.804702), count: 4, class_loss = 0.868023, iou_loss = 0.270432, total_loss = 1.138454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59365, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773967), count: 4, class_loss = 0.926651, iou_loss = 0.452553, total_loss = 1.379203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.795587), count: 4, class_loss = 0.959479, iou_loss = 0.166029, total_loss = 1.125508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59373, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729323), count: 4, class_loss = 0.923713, iou_loss = 0.301840, total_loss = 1.225553 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 59377, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;929/1000: loss=0.6 hours left=0.3\u0007\n",
            " 929: 0.639032, 0.754042 avg loss, 0.000745 rate, 1.857784 seconds, 59456 images, 0.343533 hours left\n",
            "Loaded: 5.471180 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708884), count: 4, class_loss = 0.948904, iou_loss = 0.247939, total_loss = 1.196843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59381, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.747608), count: 4, class_loss = 0.839909, iou_loss = 0.387990, total_loss = 1.227899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59385, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729943), count: 4, class_loss = 0.876218, iou_loss = 0.302567, total_loss = 1.178785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59389, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797461), count: 4, class_loss = 0.953958, iou_loss = 0.266383, total_loss = 1.220341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59393, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764745), count: 4, class_loss = 0.974456, iou_loss = 0.280949, total_loss = 1.255405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59397, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701803), count: 4, class_loss = 0.981326, iou_loss = 0.285132, total_loss = 1.266457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59401, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649379), count: 4, class_loss = 0.999421, iou_loss = 0.398062, total_loss = 1.397483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59405, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633663), count: 4, class_loss = 1.009262, iou_loss = 0.353752, total_loss = 1.363015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59409, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722321), count: 4, class_loss = 0.916590, iou_loss = 0.360037, total_loss = 1.276627 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59413, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.663682), count: 4, class_loss = 0.978547, iou_loss = 0.316279, total_loss = 1.294826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59417, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.803754), count: 4, class_loss = 0.941521, iou_loss = 0.346855, total_loss = 1.288377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59421, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.697631), count: 4, class_loss = 0.877022, iou_loss = 0.422074, total_loss = 1.299097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59425, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.667176), count: 4, class_loss = 0.970920, iou_loss = 0.286897, total_loss = 1.257817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59429, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726473), count: 4, class_loss = 0.918097, iou_loss = 0.172620, total_loss = 1.090716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59433, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761182), count: 4, class_loss = 0.919716, iou_loss = 0.254227, total_loss = 1.173943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59437, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710534), count: 4, class_loss = 0.958663, iou_loss = 0.398679, total_loss = 1.357342 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59441, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;930/1000: loss=0.6 hours left=0.3\u0007\n",
            " 930: 0.629534, 0.741591 avg loss, 0.000748 rate, 1.711077 seconds, 59520 images, 0.341577 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.853879 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.669946), count: 4, class_loss = 0.957497, iou_loss = 0.606024, total_loss = 1.563521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59445, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734969), count: 4, class_loss = 0.970184, iou_loss = 0.440134, total_loss = 1.410319 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59449, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676347), count: 4, class_loss = 0.971977, iou_loss = 0.304024, total_loss = 1.276001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59453, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705341), count: 4, class_loss = 0.944763, iou_loss = 0.264397, total_loss = 1.209160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59457, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.789852), count: 4, class_loss = 0.903566, iou_loss = 0.236155, total_loss = 1.139720 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59461, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.655700), count: 4, class_loss = 0.938745, iou_loss = 0.396754, total_loss = 1.335499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59465, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781345), count: 4, class_loss = 0.981071, iou_loss = 0.263664, total_loss = 1.244735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59469, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735853), count: 4, class_loss = 0.908751, iou_loss = 0.414828, total_loss = 1.323579 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59473, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.576723), count: 4, class_loss = 1.018735, iou_loss = 0.348016, total_loss = 1.366752 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59477, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727054), count: 4, class_loss = 0.956459, iou_loss = 0.292220, total_loss = 1.248679 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59481, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771615), count: 4, class_loss = 0.909419, iou_loss = 0.223543, total_loss = 1.132962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59485, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.694090), count: 4, class_loss = 0.896703, iou_loss = 0.338320, total_loss = 1.235023 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59489, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733457), count: 4, class_loss = 0.941000, iou_loss = 0.448915, total_loss = 1.389915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59493, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708058), count: 4, class_loss = 0.941519, iou_loss = 0.276468, total_loss = 1.217987 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59497, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775193), count: 4, class_loss = 0.796532, iou_loss = 0.378742, total_loss = 1.175274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59501, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682815), count: 4, class_loss = 0.916772, iou_loss = 0.270761, total_loss = 1.187533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59505, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;931/1000: loss=0.6 hours left=0.3\u0007\n",
            " 931: 0.639274, 0.731359 avg loss, 0.000751 rate, 1.718465 seconds, 59584 images, 0.339558 hours left\n",
            "Loaded: 5.728133 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736559), count: 4, class_loss = 0.971744, iou_loss = 0.218530, total_loss = 1.190274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59509, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662726), count: 4, class_loss = 0.924287, iou_loss = 0.468310, total_loss = 1.392597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59513, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722685), count: 4, class_loss = 0.931565, iou_loss = 0.280585, total_loss = 1.212150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59517, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.596953), count: 4, class_loss = 0.954414, iou_loss = 0.301727, total_loss = 1.256141 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59521, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.680422), count: 4, class_loss = 1.000111, iou_loss = 0.471339, total_loss = 1.471450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59525, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.646633), count: 4, class_loss = 0.960648, iou_loss = 0.505632, total_loss = 1.466280 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59529, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.848171), count: 4, class_loss = 0.934584, iou_loss = 0.304446, total_loss = 1.239031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59533, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750312), count: 4, class_loss = 0.928274, iou_loss = 0.386477, total_loss = 1.314751 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59537, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730993), count: 4, class_loss = 0.955064, iou_loss = 0.480582, total_loss = 1.435645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59541, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.788325), count: 4, class_loss = 0.933885, iou_loss = 0.364233, total_loss = 1.298118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59545, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693653), count: 4, class_loss = 0.973523, iou_loss = 0.259290, total_loss = 1.232814 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59549, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679794), count: 4, class_loss = 0.971739, iou_loss = 0.384143, total_loss = 1.355882 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59553, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729003), count: 4, class_loss = 0.891475, iou_loss = 0.362651, total_loss = 1.254127 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59557, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.672552), count: 4, class_loss = 0.933520, iou_loss = 0.239618, total_loss = 1.173138 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59561, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750082), count: 4, class_loss = 0.934324, iou_loss = 0.242629, total_loss = 1.176952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59565, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724824), count: 4, class_loss = 0.943574, iou_loss = 0.254481, total_loss = 1.198055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59569, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;932/1000: loss=0.6 hours left=0.3\u0007\n",
            " 932: 0.645859, 0.722809 avg loss, 0.000755 rate, 1.839869 seconds, 59648 images, 0.337805 hours left\n",
            "Loaded: 5.710097 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.843080), count: 4, class_loss = 0.693959, iou_loss = 0.192423, total_loss = 0.886382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59573, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.642585), count: 4, class_loss = 1.007813, iou_loss = 0.320307, total_loss = 1.328120 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59577, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761927), count: 4, class_loss = 0.900864, iou_loss = 0.328047, total_loss = 1.228912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59581, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649848), count: 4, class_loss = 0.966951, iou_loss = 0.391088, total_loss = 1.358039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59585, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739306), count: 4, class_loss = 1.038779, iou_loss = 0.285737, total_loss = 1.324517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59589, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762272), count: 4, class_loss = 0.913975, iou_loss = 0.379275, total_loss = 1.293251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59593, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.639225), count: 4, class_loss = 0.971398, iou_loss = 0.317260, total_loss = 1.288658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59597, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.552512), count: 4, class_loss = 1.025238, iou_loss = 0.535060, total_loss = 1.560298 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59601, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.615804), count: 4, class_loss = 0.979272, iou_loss = 0.364455, total_loss = 1.343727 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59605, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.702838), count: 4, class_loss = 0.969046, iou_loss = 0.355610, total_loss = 1.324656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59609, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.523267), count: 4, class_loss = 0.939800, iou_loss = 0.536827, total_loss = 1.476627 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59613, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620596), count: 4, class_loss = 0.947707, iou_loss = 0.360885, total_loss = 1.308592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59617, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.639176), count: 4, class_loss = 0.985437, iou_loss = 0.293104, total_loss = 1.278541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59621, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.816485), count: 4, class_loss = 0.869132, iou_loss = 0.259084, total_loss = 1.128216 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59625, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660436), count: 4, class_loss = 0.865275, iou_loss = 0.432796, total_loss = 1.298072 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59629, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.627207), count: 4, class_loss = 1.023386, iou_loss = 0.369269, total_loss = 1.392655 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59633, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;933/1000: loss=0.7 hours left=0.3\u0007\n",
            " 933: 0.650605, 0.715589 avg loss, 0.000758 rate, 1.769855 seconds, 59712 images, 0.335857 hours left\n",
            "Loaded: 5.683093 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735457), count: 4, class_loss = 0.942831, iou_loss = 0.301206, total_loss = 1.244037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59637, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649440), count: 4, class_loss = 1.064923, iou_loss = 0.698842, total_loss = 1.763765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59641, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.639957), count: 4, class_loss = 0.948311, iou_loss = 0.371755, total_loss = 1.320066 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59645, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706279), count: 4, class_loss = 0.915234, iou_loss = 0.303464, total_loss = 1.218698 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59649, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.833234), count: 4, class_loss = 0.820031, iou_loss = 0.319860, total_loss = 1.139890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59653, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.611459), count: 4, class_loss = 0.812788, iou_loss = 0.582631, total_loss = 1.395419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59657, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699088), count: 4, class_loss = 0.986834, iou_loss = 0.329951, total_loss = 1.316785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59661, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682421), count: 4, class_loss = 1.259957, iou_loss = 0.370815, total_loss = 1.630772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59665, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650388), count: 4, class_loss = 0.900918, iou_loss = 0.262599, total_loss = 1.163517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59669, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633262), count: 4, class_loss = 1.057861, iou_loss = 0.480459, total_loss = 1.538320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59673, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.665622), count: 4, class_loss = 0.917435, iou_loss = 0.322977, total_loss = 1.240412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59677, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.694948), count: 4, class_loss = 0.892409, iou_loss = 0.323665, total_loss = 1.216075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59681, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620638), count: 4, class_loss = 0.958681, iou_loss = 0.502595, total_loss = 1.461276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59685, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.802024), count: 4, class_loss = 0.844338, iou_loss = 0.458767, total_loss = 1.303105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59689, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.584993), count: 4, class_loss = 1.055899, iou_loss = 0.475842, total_loss = 1.531740 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59693, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.589493), count: 4, class_loss = 0.955961, iou_loss = 0.390212, total_loss = 1.346173 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59697, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;934/1000: loss=0.7 hours left=0.3\u0007\n",
            " 934: 0.682192, 0.712249 avg loss, 0.000761 rate, 1.787171 seconds, 59776 images, 0.333890 hours left\n",
            "Loaded: 5.752898 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.612072), count: 4, class_loss = 0.966432, iou_loss = 0.319824, total_loss = 1.286255 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59701, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.640175), count: 4, class_loss = 0.879176, iou_loss = 0.391812, total_loss = 1.270988 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59705, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691640), count: 4, class_loss = 0.861618, iou_loss = 0.368623, total_loss = 1.230240 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59709, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.534076), count: 4, class_loss = 0.970457, iou_loss = 0.503980, total_loss = 1.474437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59713, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.622880), count: 4, class_loss = 0.970905, iou_loss = 0.520182, total_loss = 1.491087 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59717, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620135), count: 4, class_loss = 1.112826, iou_loss = 0.446352, total_loss = 1.559178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59721, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766287), count: 4, class_loss = 1.056229, iou_loss = 0.380549, total_loss = 1.436779 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59725, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.561581), count: 4, class_loss = 0.945758, iou_loss = 0.451191, total_loss = 1.396948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59729, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683550), count: 4, class_loss = 0.950025, iou_loss = 0.455441, total_loss = 1.405466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59733, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.577999), count: 4, class_loss = 0.988410, iou_loss = 0.528770, total_loss = 1.517180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59737, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.614358), count: 4, class_loss = 0.930867, iou_loss = 0.405243, total_loss = 1.336110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59741, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662308), count: 4, class_loss = 0.967881, iou_loss = 0.365390, total_loss = 1.333271 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59745, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.609539), count: 4, class_loss = 1.389906, iou_loss = 0.695549, total_loss = 2.085454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59749, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.531637), count: 4, class_loss = 1.020616, iou_loss = 0.366240, total_loss = 1.386855 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59753, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.694013), count: 4, class_loss = 1.029583, iou_loss = 0.259614, total_loss = 1.289197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59757, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660081), count: 4, class_loss = 0.955040, iou_loss = 0.268944, total_loss = 1.223984 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59761, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;935/1000: loss=0.7 hours left=0.3\u0007\n",
            " 935: 0.710110, 0.712035 avg loss, 0.000764 rate, 1.837325 seconds, 59840 images, 0.331921 hours left\n",
            "Loaded: 5.543862 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.588231), count: 4, class_loss = 1.005972, iou_loss = 0.426843, total_loss = 1.432815 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59765, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.637996), count: 4, class_loss = 0.940092, iou_loss = 0.323147, total_loss = 1.263240 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59769, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731568), count: 4, class_loss = 0.913246, iou_loss = 0.368706, total_loss = 1.281952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.669752), count: 4, class_loss = 0.963499, iou_loss = 0.440314, total_loss = 1.403812 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59777, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701930), count: 4, class_loss = 0.953039, iou_loss = 0.462801, total_loss = 1.415840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59781, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700881), count: 4, class_loss = 0.943964, iou_loss = 0.409015, total_loss = 1.352979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59785, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643052), count: 4, class_loss = 0.956946, iou_loss = 0.428730, total_loss = 1.385676 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59789, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.599926), count: 4, class_loss = 0.993688, iou_loss = 0.405305, total_loss = 1.398992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59793, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696606), count: 4, class_loss = 0.897142, iou_loss = 0.347981, total_loss = 1.245124 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59797, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692485), count: 4, class_loss = 0.948442, iou_loss = 0.471341, total_loss = 1.419783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59801, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735188), count: 4, class_loss = 0.940763, iou_loss = 0.265575, total_loss = 1.206339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757327), count: 4, class_loss = 0.875988, iou_loss = 0.248129, total_loss = 1.124117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59809, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746221), count: 4, class_loss = 0.910750, iou_loss = 0.401156, total_loss = 1.311907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59813, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687397), count: 4, class_loss = 0.928910, iou_loss = 0.208022, total_loss = 1.136932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59817, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705820), count: 4, class_loss = 0.905543, iou_loss = 0.383071, total_loss = 1.288614 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59821, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.599170), count: 4, class_loss = 0.958425, iou_loss = 0.484291, total_loss = 1.442716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59825, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;936/1000: loss=0.7 hours left=0.3\u0007\n",
            " 936: 0.659717, 0.706803 avg loss, 0.000768 rate, 1.872586 seconds, 59904 images, 0.329973 hours left\n",
            "Loaded: 5.629950 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.817794), count: 4, class_loss = 0.887201, iou_loss = 0.251337, total_loss = 1.138538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59829, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.573663), count: 4, class_loss = 0.991127, iou_loss = 0.348388, total_loss = 1.339515 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59833, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723042), count: 4, class_loss = 0.923004, iou_loss = 0.374482, total_loss = 1.297487 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59837, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689911), count: 4, class_loss = 0.921497, iou_loss = 0.276859, total_loss = 1.198356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59841, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632583), count: 4, class_loss = 0.972751, iou_loss = 0.291126, total_loss = 1.263877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59845, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.832712), count: 4, class_loss = 0.841394, iou_loss = 0.303837, total_loss = 1.145231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59849, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.563204), count: 4, class_loss = 1.006275, iou_loss = 0.476652, total_loss = 1.482927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59853, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671680), count: 4, class_loss = 0.962719, iou_loss = 0.495637, total_loss = 1.458355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59857, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.774845), count: 4, class_loss = 0.908254, iou_loss = 0.206858, total_loss = 1.115111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59861, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744607), count: 4, class_loss = 0.908247, iou_loss = 0.274916, total_loss = 1.183163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59865, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742476), count: 4, class_loss = 1.000630, iou_loss = 0.269101, total_loss = 1.269732 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660715), count: 4, class_loss = 0.933270, iou_loss = 0.407204, total_loss = 1.340473 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59873, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786400), count: 4, class_loss = 0.827347, iou_loss = 0.201060, total_loss = 1.028407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.654051), count: 4, class_loss = 0.911889, iou_loss = 0.403883, total_loss = 1.315773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59881, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666061), count: 4, class_loss = 0.928954, iou_loss = 0.277249, total_loss = 1.206202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59885, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.621783), count: 4, class_loss = 0.960444, iou_loss = 0.376647, total_loss = 1.337090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 59889, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;937/1000: loss=0.6 hours left=0.3\u0007\n",
            " 937: 0.628760, 0.698999 avg loss, 0.000771 rate, 1.776603 seconds, 59968 images, 0.327993 hours left\n",
            "Loaded: 5.668483 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701171), count: 4, class_loss = 0.896451, iou_loss = 0.437005, total_loss = 1.333456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59893, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752597), count: 4, class_loss = 0.899366, iou_loss = 0.315098, total_loss = 1.214465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59897, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675286), count: 4, class_loss = 0.974310, iou_loss = 0.284696, total_loss = 1.259006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59901, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.685183), count: 4, class_loss = 0.923371, iou_loss = 0.337793, total_loss = 1.261164 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59905, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686717), count: 4, class_loss = 1.045563, iou_loss = 0.172249, total_loss = 1.217812 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59909, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726694), count: 4, class_loss = 0.942240, iou_loss = 0.319666, total_loss = 1.261906 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59913, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762682), count: 4, class_loss = 0.925926, iou_loss = 0.203912, total_loss = 1.129839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59917, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743003), count: 4, class_loss = 0.911156, iou_loss = 0.382490, total_loss = 1.293646 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59921, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703413), count: 4, class_loss = 0.950444, iou_loss = 0.233600, total_loss = 1.184044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59925, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.606622), count: 4, class_loss = 0.987752, iou_loss = 0.333094, total_loss = 1.320846 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59929, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703905), count: 4, class_loss = 0.987097, iou_loss = 0.487605, total_loss = 1.474703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59933, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.567065), count: 4, class_loss = 1.020569, iou_loss = 0.454525, total_loss = 1.475094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59937, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.681008), count: 4, class_loss = 0.943042, iou_loss = 0.344918, total_loss = 1.287960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59941, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668188), count: 4, class_loss = 0.937216, iou_loss = 0.397332, total_loss = 1.334548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59945, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.714331), count: 4, class_loss = 0.946985, iou_loss = 0.285940, total_loss = 1.232925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59949, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.697171), count: 4, class_loss = 0.929711, iou_loss = 0.282695, total_loss = 1.212405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59953, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;938/1000: loss=0.6 hours left=0.3\u0007\n",
            " 938: 0.640435, 0.693143 avg loss, 0.000774 rate, 1.731501 seconds, 60032 images, 0.326010 hours left\n",
            "Loaded: 5.810836 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718459), count: 4, class_loss = 0.941293, iou_loss = 0.217745, total_loss = 1.159038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59957, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683261), count: 4, class_loss = 1.001664, iou_loss = 0.275545, total_loss = 1.277208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59961, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.638075), count: 4, class_loss = 0.917094, iou_loss = 0.473177, total_loss = 1.390271 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59965, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.657865), count: 4, class_loss = 0.995844, iou_loss = 0.605092, total_loss = 1.600936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59969, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.606359), count: 4, class_loss = 0.974139, iou_loss = 0.395533, total_loss = 1.369672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59973, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.806833), count: 4, class_loss = 0.818940, iou_loss = 0.280880, total_loss = 1.099821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717690), count: 4, class_loss = 0.939992, iou_loss = 0.250274, total_loss = 1.190266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59981, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778958), count: 4, class_loss = 0.927003, iou_loss = 0.270584, total_loss = 1.197587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59985, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.655894), count: 4, class_loss = 0.997047, iou_loss = 0.350425, total_loss = 1.347472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59989, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.765777), count: 4, class_loss = 0.930525, iou_loss = 0.415742, total_loss = 1.346267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59993, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731304), count: 4, class_loss = 0.977579, iou_loss = 0.202499, total_loss = 1.180079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 59997, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.607307), count: 4, class_loss = 0.888146, iou_loss = 0.331860, total_loss = 1.220006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60001, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770339), count: 4, class_loss = 0.914741, iou_loss = 0.214574, total_loss = 1.129315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.697151), count: 4, class_loss = 0.945537, iou_loss = 0.418148, total_loss = 1.363685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60009, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741341), count: 4, class_loss = 0.926759, iou_loss = 0.163698, total_loss = 1.090458 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60013, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.659386), count: 4, class_loss = 0.947051, iou_loss = 0.284315, total_loss = 1.231366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60017, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;939/1000: loss=0.6 hours left=0.3\u0007\n",
            " 939: 0.631048, 0.686933 avg loss, 0.000777 rate, 1.898338 seconds, 60096 images, 0.324024 hours left\n",
            "Loaded: 5.477247 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783857), count: 4, class_loss = 0.904224, iou_loss = 0.336087, total_loss = 1.240311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60021, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723348), count: 4, class_loss = 0.949347, iou_loss = 0.361445, total_loss = 1.310793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60025, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740440), count: 4, class_loss = 0.818110, iou_loss = 0.298837, total_loss = 1.116948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60029, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809785), count: 4, class_loss = 0.866115, iou_loss = 0.310166, total_loss = 1.176281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60033, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701063), count: 4, class_loss = 0.879223, iou_loss = 0.236662, total_loss = 1.115885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60037, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666868), count: 4, class_loss = 0.971473, iou_loss = 0.403804, total_loss = 1.375277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60041, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711175), count: 4, class_loss = 0.818396, iou_loss = 0.418674, total_loss = 1.237070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60045, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.688147), count: 4, class_loss = 0.934645, iou_loss = 0.298788, total_loss = 1.233433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60049, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693073), count: 4, class_loss = 0.993006, iou_loss = 0.237377, total_loss = 1.230382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60053, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689182), count: 4, class_loss = 0.925841, iou_loss = 0.439232, total_loss = 1.365073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60057, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712532), count: 4, class_loss = 0.932570, iou_loss = 0.329907, total_loss = 1.262478 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60061, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.600539), count: 4, class_loss = 0.950204, iou_loss = 0.411602, total_loss = 1.361807 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60065, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.765098), count: 4, class_loss = 0.893649, iou_loss = 0.252938, total_loss = 1.146587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60069, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.789797), count: 4, class_loss = 0.931722, iou_loss = 0.369333, total_loss = 1.301054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60073, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.772732), count: 4, class_loss = 0.936881, iou_loss = 0.321119, total_loss = 1.258000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60077, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675004), count: 4, class_loss = 0.933797, iou_loss = 0.417670, total_loss = 1.351468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60081, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;940/1000: loss=0.6 hours left=0.3\u0007\n",
            " 940: 0.627592, 0.680999 avg loss, 0.000781 rate, 1.800790 seconds, 60160 images, 0.322091 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.653172 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726093), count: 4, class_loss = 0.944073, iou_loss = 0.226103, total_loss = 1.170176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60085, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.673407), count: 4, class_loss = 0.931270, iou_loss = 0.395053, total_loss = 1.326323 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60089, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766832), count: 4, class_loss = 0.890028, iou_loss = 0.233250, total_loss = 1.123278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60093, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783567), count: 4, class_loss = 0.854571, iou_loss = 0.208062, total_loss = 1.062633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60097, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671577), count: 4, class_loss = 0.898919, iou_loss = 0.273613, total_loss = 1.172533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60101, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724855), count: 4, class_loss = 0.816602, iou_loss = 0.360931, total_loss = 1.177532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60105, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706548), count: 4, class_loss = 0.893776, iou_loss = 0.521213, total_loss = 1.414989 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60109, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769221), count: 4, class_loss = 0.878720, iou_loss = 0.296713, total_loss = 1.175433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60113, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771947), count: 4, class_loss = 0.908728, iou_loss = 0.212273, total_loss = 1.121001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60117, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767459), count: 4, class_loss = 0.915425, iou_loss = 0.439587, total_loss = 1.355012 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60121, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.596014), count: 4, class_loss = 0.794770, iou_loss = 0.562740, total_loss = 1.357510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60125, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717391), count: 4, class_loss = 0.931289, iou_loss = 0.295858, total_loss = 1.227147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60129, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799152), count: 4, class_loss = 0.912471, iou_loss = 0.295456, total_loss = 1.207927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60133, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732772), count: 4, class_loss = 0.915191, iou_loss = 0.449518, total_loss = 1.364709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.789862), count: 4, class_loss = 0.934315, iou_loss = 0.283636, total_loss = 1.217951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60141, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.824241), count: 4, class_loss = 0.952332, iou_loss = 0.174057, total_loss = 1.126390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60145, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;941/1000: loss=0.6 hours left=0.3\u0007\n",
            " 941: 0.612520, 0.674151 avg loss, 0.000784 rate, 1.797399 seconds, 60224 images, 0.320084 hours left\n",
            "Loaded: 5.806123 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.629539), count: 4, class_loss = 0.893088, iou_loss = 0.441494, total_loss = 1.334583 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60149, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.646959), count: 4, class_loss = 1.031325, iou_loss = 0.337232, total_loss = 1.368556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60153, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769263), count: 4, class_loss = 0.963596, iou_loss = 0.331900, total_loss = 1.295497 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60157, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750430), count: 4, class_loss = 0.913266, iou_loss = 0.372873, total_loss = 1.286139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.600110), count: 4, class_loss = 1.053363, iou_loss = 0.536204, total_loss = 1.589567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60165, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668577), count: 4, class_loss = 1.010541, iou_loss = 0.318969, total_loss = 1.329510 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60169, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809424), count: 4, class_loss = 0.878707, iou_loss = 0.218967, total_loss = 1.097674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60173, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693769), count: 4, class_loss = 0.977278, iou_loss = 0.317657, total_loss = 1.294935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60177, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686867), count: 4, class_loss = 0.887957, iou_loss = 0.486589, total_loss = 1.374547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60181, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.810523), count: 4, class_loss = 0.970229, iou_loss = 0.257924, total_loss = 1.228153 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60185, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741724), count: 4, class_loss = 0.906171, iou_loss = 0.328025, total_loss = 1.234196 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60189, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.645787), count: 4, class_loss = 1.012841, iou_loss = 0.461497, total_loss = 1.474338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60193, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755521), count: 4, class_loss = 0.931449, iou_loss = 0.206937, total_loss = 1.138386 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60197, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.714442), count: 4, class_loss = 0.925213, iou_loss = 0.476388, total_loss = 1.401601 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60201, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662198), count: 4, class_loss = 0.953037, iou_loss = 0.338979, total_loss = 1.292017 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60205, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.616229), count: 4, class_loss = 1.005760, iou_loss = 0.281549, total_loss = 1.287309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60209, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;942/1000: loss=0.7 hours left=0.3\u0007\n",
            " 942: 0.657096, 0.672446 avg loss, 0.000787 rate, 1.838116 seconds, 60288 images, 0.318269 hours left\n",
            "Loaded: 5.656176 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691159), count: 4, class_loss = 0.866730, iou_loss = 0.359813, total_loss = 1.226543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60213, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.751474), count: 4, class_loss = 0.914854, iou_loss = 0.273778, total_loss = 1.188632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60217, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809111), count: 4, class_loss = 0.941620, iou_loss = 0.265694, total_loss = 1.207313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60221, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693842), count: 4, class_loss = 0.910589, iou_loss = 0.388074, total_loss = 1.298662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60225, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755520), count: 4, class_loss = 0.965417, iou_loss = 0.306370, total_loss = 1.271787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60229, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757481), count: 4, class_loss = 0.959519, iou_loss = 0.234407, total_loss = 1.193926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60233, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767412), count: 4, class_loss = 0.777136, iou_loss = 0.378150, total_loss = 1.155286 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60237, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712111), count: 4, class_loss = 0.938604, iou_loss = 0.270693, total_loss = 1.209297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60241, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741664), count: 4, class_loss = 0.924842, iou_loss = 0.272002, total_loss = 1.196844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60245, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.800598), count: 4, class_loss = 0.914012, iou_loss = 0.311763, total_loss = 1.225775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60249, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.709086), count: 4, class_loss = 1.007190, iou_loss = 0.328580, total_loss = 1.335770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60253, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753743), count: 4, class_loss = 0.927226, iou_loss = 0.337623, total_loss = 1.264848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60257, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745117), count: 4, class_loss = 0.856485, iou_loss = 0.328271, total_loss = 1.184757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60261, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740385), count: 4, class_loss = 0.859822, iou_loss = 0.185728, total_loss = 1.045550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60265, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705884), count: 4, class_loss = 1.029424, iou_loss = 0.251113, total_loss = 1.280537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60269, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662849), count: 4, class_loss = 0.864257, iou_loss = 0.406070, total_loss = 1.270328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60273, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;943/1000: loss=0.6 hours left=0.3\u0007\n",
            " 943: 0.611123, 0.666313 avg loss, 0.000791 rate, 1.829159 seconds, 60352 images, 0.316317 hours left\n",
            "Loaded: 5.729953 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729940), count: 4, class_loss = 0.910366, iou_loss = 0.376661, total_loss = 1.287027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60277, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693654), count: 4, class_loss = 1.058931, iou_loss = 0.318071, total_loss = 1.377001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60281, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750158), count: 4, class_loss = 0.877185, iou_loss = 0.228205, total_loss = 1.105389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60285, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744379), count: 4, class_loss = 0.838036, iou_loss = 0.310024, total_loss = 1.148060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60289, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759446), count: 4, class_loss = 0.900128, iou_loss = 0.264150, total_loss = 1.164278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60293, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691194), count: 4, class_loss = 0.926985, iou_loss = 0.560975, total_loss = 1.487959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60297, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776991), count: 4, class_loss = 0.966214, iou_loss = 0.272860, total_loss = 1.239074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60301, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778807), count: 4, class_loss = 0.804571, iou_loss = 0.115496, total_loss = 0.920067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60305, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.669164), count: 4, class_loss = 0.925458, iou_loss = 0.509223, total_loss = 1.434681 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60309, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677177), count: 4, class_loss = 1.036490, iou_loss = 0.378350, total_loss = 1.414840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60313, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670181), count: 4, class_loss = 0.904918, iou_loss = 0.359002, total_loss = 1.263920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60317, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.590005), count: 4, class_loss = 0.924285, iou_loss = 0.692434, total_loss = 1.616719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60321, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696905), count: 4, class_loss = 1.123233, iou_loss = 0.273020, total_loss = 1.396253 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60325, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721107), count: 4, class_loss = 0.911888, iou_loss = 0.236871, total_loss = 1.148758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60329, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691239), count: 4, class_loss = 1.063169, iou_loss = 0.258627, total_loss = 1.321796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60333, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775672), count: 4, class_loss = 0.992155, iou_loss = 0.123470, total_loss = 1.115625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60337, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;944/1000: loss=0.6 hours left=0.3\u0007\n",
            " 944: 0.638798, 0.663562 avg loss, 0.000794 rate, 1.825537 seconds, 60416 images, 0.314340 hours left\n",
            "Loaded: 5.709570 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743327), count: 4, class_loss = 0.962468, iou_loss = 0.388496, total_loss = 1.350964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60341, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726096), count: 4, class_loss = 0.884077, iou_loss = 0.265297, total_loss = 1.149374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60345, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.656183), count: 4, class_loss = 0.931947, iou_loss = 0.544306, total_loss = 1.476254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60349, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.818405), count: 4, class_loss = 0.901398, iou_loss = 0.258349, total_loss = 1.159747 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60353, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.570645), count: 4, class_loss = 1.035009, iou_loss = 0.490914, total_loss = 1.525923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60357, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736589), count: 4, class_loss = 0.867482, iou_loss = 0.249560, total_loss = 1.117042 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60361, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695344), count: 4, class_loss = 0.788197, iou_loss = 0.294947, total_loss = 1.083145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60365, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684615), count: 4, class_loss = 0.962138, iou_loss = 0.291962, total_loss = 1.254100 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60369, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683879), count: 4, class_loss = 0.921120, iou_loss = 0.357651, total_loss = 1.278770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60373, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731183), count: 4, class_loss = 0.929645, iou_loss = 0.246596, total_loss = 1.176241 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60377, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767976), count: 4, class_loss = 0.990650, iou_loss = 0.396226, total_loss = 1.386876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60381, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715604), count: 4, class_loss = 1.016996, iou_loss = 0.449160, total_loss = 1.466156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60385, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698018), count: 4, class_loss = 0.868578, iou_loss = 0.353573, total_loss = 1.222151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60389, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.652486), count: 4, class_loss = 0.972959, iou_loss = 0.494682, total_loss = 1.467641 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60393, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743494), count: 4, class_loss = 0.928384, iou_loss = 0.276238, total_loss = 1.204622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60397, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650453), count: 4, class_loss = 0.883887, iou_loss = 0.369099, total_loss = 1.252986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60400, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;945/1000: loss=0.6 hours left=0.3\u0007\n",
            " 945: 0.642877, 0.661493 avg loss, 0.000797 rate, 1.751467 seconds, 60480 images, 0.312372 hours left\n",
            "Loaded: 5.832987 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.811783), count: 4, class_loss = 0.853196, iou_loss = 0.419077, total_loss = 1.272273 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60404, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.623565), count: 4, class_loss = 1.049099, iou_loss = 0.445929, total_loss = 1.495028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60408, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742618), count: 4, class_loss = 0.950638, iou_loss = 0.303084, total_loss = 1.253722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60412, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.609427), count: 4, class_loss = 1.038721, iou_loss = 0.361979, total_loss = 1.400700 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60416, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744223), count: 4, class_loss = 0.997848, iou_loss = 0.238367, total_loss = 1.236215 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60420, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632790), count: 4, class_loss = 1.119885, iou_loss = 0.535912, total_loss = 1.655798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60424, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.618391), count: 4, class_loss = 0.951011, iou_loss = 0.574735, total_loss = 1.525746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60428, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757795), count: 4, class_loss = 1.026455, iou_loss = 0.237160, total_loss = 1.263615 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60432, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775178), count: 4, class_loss = 0.940440, iou_loss = 0.186409, total_loss = 1.126849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60436, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783810), count: 4, class_loss = 0.870145, iou_loss = 0.384841, total_loss = 1.254986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746575), count: 4, class_loss = 0.925219, iou_loss = 0.227470, total_loss = 1.152689 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60444, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.640221), count: 4, class_loss = 0.935772, iou_loss = 0.575678, total_loss = 1.511450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60448, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724077), count: 4, class_loss = 0.960645, iou_loss = 0.331056, total_loss = 1.291701 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60452, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742485), count: 4, class_loss = 1.040655, iou_loss = 0.281906, total_loss = 1.322561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60456, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708791), count: 4, class_loss = 0.938559, iou_loss = 0.306209, total_loss = 1.244768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60460, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700321), count: 4, class_loss = 0.990576, iou_loss = 0.377795, total_loss = 1.368371 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60464, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;946/1000: loss=0.7 hours left=0.3\u0007\n",
            " 946: 0.668017, 0.662146 avg loss, 0.000801 rate, 1.764116 seconds, 60544 images, 0.310388 hours left\n",
            "Loaded: 5.764026 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723086), count: 4, class_loss = 0.953778, iou_loss = 0.402730, total_loss = 1.356508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60468, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.641125), count: 4, class_loss = 0.908375, iou_loss = 0.554163, total_loss = 1.462538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60472, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.605079), count: 4, class_loss = 0.977331, iou_loss = 0.381482, total_loss = 1.358813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60476, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720122), count: 4, class_loss = 0.982899, iou_loss = 0.350428, total_loss = 1.333327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60480, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653031), count: 4, class_loss = 0.960621, iou_loss = 0.467167, total_loss = 1.427788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60484, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.654932), count: 4, class_loss = 0.830597, iou_loss = 0.461521, total_loss = 1.292118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60488, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770173), count: 4, class_loss = 0.947759, iou_loss = 0.158723, total_loss = 1.106482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60492, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683401), count: 4, class_loss = 0.859517, iou_loss = 0.500093, total_loss = 1.359609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60496, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.606862), count: 4, class_loss = 0.972469, iou_loss = 0.646895, total_loss = 1.619364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60500, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718458), count: 4, class_loss = 0.885485, iou_loss = 0.314126, total_loss = 1.199612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60504, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762597), count: 4, class_loss = 0.968574, iou_loss = 0.169052, total_loss = 1.137625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60508, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707734), count: 4, class_loss = 0.925878, iou_loss = 0.274873, total_loss = 1.200751 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60512, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691027), count: 4, class_loss = 0.953829, iou_loss = 0.197244, total_loss = 1.151073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60516, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660949), count: 4, class_loss = 0.990364, iou_loss = 0.425087, total_loss = 1.415451 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60520, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653398), count: 4, class_loss = 0.997383, iou_loss = 0.363702, total_loss = 1.361086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60524, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696240), count: 4, class_loss = 0.903762, iou_loss = 0.240278, total_loss = 1.144040 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60528, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;947/1000: loss=0.7 hours left=0.3\u0007\n",
            " 947: 0.653946, 0.661326 avg loss, 0.000804 rate, 1.768488 seconds, 60608 images, 0.308424 hours left\n",
            "Loaded: 5.697836 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695158), count: 4, class_loss = 0.933183, iou_loss = 0.363619, total_loss = 1.296802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60532, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735194), count: 4, class_loss = 0.951887, iou_loss = 0.359425, total_loss = 1.311312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60536, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632113), count: 4, class_loss = 0.959351, iou_loss = 0.532121, total_loss = 1.491472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60540, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768729), count: 4, class_loss = 0.807079, iou_loss = 0.182533, total_loss = 0.989612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60544, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741477), count: 4, class_loss = 0.818173, iou_loss = 0.393024, total_loss = 1.211197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60548, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783563), count: 4, class_loss = 0.929391, iou_loss = 0.364462, total_loss = 1.293853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60552, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799665), count: 4, class_loss = 0.900007, iou_loss = 0.174644, total_loss = 1.074651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60556, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767465), count: 4, class_loss = 0.956514, iou_loss = 0.287803, total_loss = 1.244317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60560, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733394), count: 4, class_loss = 0.925347, iou_loss = 0.234635, total_loss = 1.159981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60564, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.714281), count: 4, class_loss = 0.892825, iou_loss = 0.344272, total_loss = 1.237097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60568, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758116), count: 4, class_loss = 0.868668, iou_loss = 0.211283, total_loss = 1.079951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60572, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696246), count: 4, class_loss = 0.997382, iou_loss = 0.449884, total_loss = 1.447266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60576, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.640926), count: 4, class_loss = 0.979502, iou_loss = 0.482122, total_loss = 1.461624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60580, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732302), count: 4, class_loss = 0.957561, iou_loss = 0.301818, total_loss = 1.259379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60584, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722823), count: 4, class_loss = 0.918665, iou_loss = 0.370162, total_loss = 1.288827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60588, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737096), count: 4, class_loss = 0.991048, iou_loss = 0.268278, total_loss = 1.259326 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 60592, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;948/1000: loss=0.6 hours left=0.3\u0007\n",
            " 948: 0.628336, 0.658027 avg loss, 0.000808 rate, 1.837999 seconds, 60672 images, 0.306449 hours left\n",
            "Loaded: 5.685297 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670593), count: 4, class_loss = 0.927479, iou_loss = 0.371750, total_loss = 1.299230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60596, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.796770), count: 4, class_loss = 0.824686, iou_loss = 0.302160, total_loss = 1.126845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60600, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.610935), count: 4, class_loss = 0.966775, iou_loss = 0.393711, total_loss = 1.360486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60604, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.611222), count: 4, class_loss = 0.966941, iou_loss = 0.501794, total_loss = 1.468735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60608, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671995), count: 4, class_loss = 0.910495, iou_loss = 0.440648, total_loss = 1.351142 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60612, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.669842), count: 4, class_loss = 0.995085, iou_loss = 0.225277, total_loss = 1.220363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60616, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704521), count: 4, class_loss = 1.018416, iou_loss = 0.286230, total_loss = 1.304646 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60620, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740970), count: 4, class_loss = 0.841697, iou_loss = 0.265045, total_loss = 1.106742 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60624, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707037), count: 4, class_loss = 0.912094, iou_loss = 0.290864, total_loss = 1.202958 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60628, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744971), count: 4, class_loss = 0.920080, iou_loss = 0.255696, total_loss = 1.175776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60632, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.665991), count: 4, class_loss = 0.935781, iou_loss = 0.435476, total_loss = 1.371257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60636, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748463), count: 4, class_loss = 0.893502, iou_loss = 0.310813, total_loss = 1.204315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60640, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715439), count: 4, class_loss = 0.955161, iou_loss = 0.402242, total_loss = 1.357404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60644, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793864), count: 4, class_loss = 0.904614, iou_loss = 0.261013, total_loss = 1.165627 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60648, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761273), count: 4, class_loss = 0.986391, iou_loss = 0.412429, total_loss = 1.398821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60652, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668717), count: 4, class_loss = 0.710626, iou_loss = 0.455421, total_loss = 1.166047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60656, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;949/1000: loss=0.6 hours left=0.3\u0007\n",
            " 949: 0.633765, 0.655600 avg loss, 0.000811 rate, 1.819537 seconds, 60736 images, 0.304473 hours left\n",
            "Loaded: 5.657490 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757287), count: 4, class_loss = 0.955437, iou_loss = 0.403435, total_loss = 1.358872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60660, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.613781), count: 4, class_loss = 0.932300, iou_loss = 0.486434, total_loss = 1.418734 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60664, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666637), count: 4, class_loss = 0.910937, iou_loss = 0.445264, total_loss = 1.356202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60668, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653086), count: 4, class_loss = 1.027925, iou_loss = 0.493406, total_loss = 1.521331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60672, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764855), count: 4, class_loss = 0.722597, iou_loss = 0.208909, total_loss = 0.931506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60676, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731681), count: 4, class_loss = 0.965853, iou_loss = 0.352994, total_loss = 1.318847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60680, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.789588), count: 4, class_loss = 0.847445, iou_loss = 0.255168, total_loss = 1.102613 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60684, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748904), count: 4, class_loss = 0.889499, iou_loss = 0.417125, total_loss = 1.306624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60688, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.637371), count: 4, class_loss = 1.003413, iou_loss = 0.275247, total_loss = 1.278660 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60692, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797512), count: 4, class_loss = 0.811675, iou_loss = 0.244339, total_loss = 1.056015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60696, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.654334), count: 4, class_loss = 0.944189, iou_loss = 0.371041, total_loss = 1.315230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60700, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773475), count: 4, class_loss = 1.120540, iou_loss = 0.411922, total_loss = 1.532462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60704, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744426), count: 4, class_loss = 0.900663, iou_loss = 0.307646, total_loss = 1.208309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60708, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746590), count: 4, class_loss = 0.896544, iou_loss = 0.328457, total_loss = 1.225001 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60712, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771483), count: 4, class_loss = 0.968799, iou_loss = 0.304438, total_loss = 1.273237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60716, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.685155), count: 4, class_loss = 1.136127, iou_loss = 0.207619, total_loss = 1.343746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60720, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;950/1000: loss=0.6 hours left=0.3\u0007\n",
            " 950: 0.642108, 0.654251 avg loss, 0.000815 rate, 1.805759 seconds, 60800 images, 0.302491 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.747667 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.788404), count: 4, class_loss = 0.988553, iou_loss = 0.295479, total_loss = 1.284032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60724, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.592796), count: 4, class_loss = 0.969960, iou_loss = 0.372617, total_loss = 1.342577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60728, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.763054), count: 4, class_loss = 0.962632, iou_loss = 0.205442, total_loss = 1.168074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60731, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784180), count: 4, class_loss = 0.840119, iou_loss = 0.181837, total_loss = 1.021956 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783158), count: 4, class_loss = 0.835063, iou_loss = 0.477543, total_loss = 1.312606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60739, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758416), count: 4, class_loss = 0.962273, iou_loss = 0.227248, total_loss = 1.189520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60743, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686902), count: 4, class_loss = 0.889741, iou_loss = 0.458666, total_loss = 1.348408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60747, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708891), count: 4, class_loss = 0.997095, iou_loss = 0.351947, total_loss = 1.349043 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60751, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.801755), count: 4, class_loss = 0.706694, iou_loss = 0.237328, total_loss = 0.944022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60755, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.826927), count: 4, class_loss = 0.815199, iou_loss = 0.209303, total_loss = 1.024502 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766667), count: 4, class_loss = 0.903237, iou_loss = 0.242942, total_loss = 1.146179 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60763, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668573), count: 4, class_loss = 0.798128, iou_loss = 0.328522, total_loss = 1.126650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60767, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732176), count: 4, class_loss = 0.944687, iou_loss = 0.371033, total_loss = 1.315719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60771, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633322), count: 4, class_loss = 1.009816, iou_loss = 0.349634, total_loss = 1.359449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60775, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759216), count: 4, class_loss = 0.895835, iou_loss = 0.225598, total_loss = 1.121433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60779, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725917), count: 4, class_loss = 0.920070, iou_loss = 0.247201, total_loss = 1.167272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60783, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;951/1000: loss=0.6 hours left=0.3\u0007\n",
            " 951: 0.600672, 0.648893 avg loss, 0.000818 rate, 1.784945 seconds, 60864 images, 0.300503 hours left\n",
            "Loaded: 5.577773 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737020), count: 4, class_loss = 0.885429, iou_loss = 0.322959, total_loss = 1.208388 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60787, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.678538), count: 4, class_loss = 0.958044, iou_loss = 0.359348, total_loss = 1.317392 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.788002), count: 4, class_loss = 0.828338, iou_loss = 0.246218, total_loss = 1.074556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664595), count: 4, class_loss = 0.961128, iou_loss = 0.299757, total_loss = 1.260885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725819), count: 4, class_loss = 0.869442, iou_loss = 0.433352, total_loss = 1.302794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60803, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724209), count: 4, class_loss = 0.948688, iou_loss = 0.337982, total_loss = 1.286671 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60807, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770377), count: 4, class_loss = 0.915940, iou_loss = 0.296602, total_loss = 1.212543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60811, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.802591), count: 4, class_loss = 0.798436, iou_loss = 0.221776, total_loss = 1.020212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60815, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.821274), count: 4, class_loss = 0.878157, iou_loss = 0.224668, total_loss = 1.102825 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740170), count: 4, class_loss = 0.901834, iou_loss = 0.255365, total_loss = 1.157199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766676), count: 4, class_loss = 0.920255, iou_loss = 0.411477, total_loss = 1.331732 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60827, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.747840), count: 4, class_loss = 0.921282, iou_loss = 0.230108, total_loss = 1.151390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60831, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693170), count: 4, class_loss = 0.963038, iou_loss = 0.473791, total_loss = 1.436829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677260), count: 4, class_loss = 0.961355, iou_loss = 0.207690, total_loss = 1.169045 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724669), count: 4, class_loss = 0.926395, iou_loss = 0.310224, total_loss = 1.236619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60843, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726987), count: 4, class_loss = 0.830144, iou_loss = 0.438651, total_loss = 1.268795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60847, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;952/1000: loss=0.6 hours left=0.3\u0007\n",
            " 952: 0.610561, 0.645060 avg loss, 0.000821 rate, 1.808576 seconds, 60928 images, 0.298659 hours left\n",
            "Loaded: 5.695934 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.608855), count: 4, class_loss = 0.909943, iou_loss = 0.354526, total_loss = 1.264468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60851, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748065), count: 4, class_loss = 0.876128, iou_loss = 0.417987, total_loss = 1.294115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60855, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764888), count: 4, class_loss = 0.761247, iou_loss = 0.190549, total_loss = 0.951796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60859, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.647747), count: 4, class_loss = 0.987055, iou_loss = 0.388025, total_loss = 1.375080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60863, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781578), count: 4, class_loss = 1.066036, iou_loss = 0.393532, total_loss = 1.459567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60867, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.801271), count: 4, class_loss = 0.889848, iou_loss = 0.155657, total_loss = 1.045505 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60871, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724948), count: 4, class_loss = 0.988040, iou_loss = 0.242293, total_loss = 1.230333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60875, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.821738), count: 4, class_loss = 0.818889, iou_loss = 0.249537, total_loss = 1.068426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799393), count: 4, class_loss = 0.934294, iou_loss = 0.276586, total_loss = 1.210880 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.621863), count: 4, class_loss = 0.951533, iou_loss = 0.253294, total_loss = 1.204828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764715), count: 4, class_loss = 0.890755, iou_loss = 0.362214, total_loss = 1.252969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696468), count: 4, class_loss = 0.941652, iou_loss = 0.273540, total_loss = 1.215192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60895, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.747151), count: 4, class_loss = 0.805438, iou_loss = 0.304478, total_loss = 1.109916 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.634097), count: 4, class_loss = 0.957269, iou_loss = 0.320107, total_loss = 1.277376 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762264), count: 4, class_loss = 0.858890, iou_loss = 0.392033, total_loss = 1.250923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60907, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749516), count: 4, class_loss = 0.801181, iou_loss = 0.302812, total_loss = 1.103992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60911, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;953/1000: loss=0.6 hours left=0.3\u0007\n",
            " 953: 0.603607, 0.640915 avg loss, 0.000825 rate, 1.793005 seconds, 60992 images, 0.296658 hours left\n",
            "Loaded: 5.718065 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786663), count: 4, class_loss = 0.850496, iou_loss = 0.201324, total_loss = 1.051820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60915, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741360), count: 4, class_loss = 0.722971, iou_loss = 0.430134, total_loss = 1.153105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.647073), count: 4, class_loss = 0.944489, iou_loss = 0.377382, total_loss = 1.321871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.858337), count: 4, class_loss = 0.794756, iou_loss = 0.213625, total_loss = 1.008381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60927, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729231), count: 4, class_loss = 0.848958, iou_loss = 0.237895, total_loss = 1.086853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60931, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715164), count: 4, class_loss = 0.734457, iou_loss = 0.359436, total_loss = 1.093893 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60935, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.811638), count: 4, class_loss = 0.883731, iou_loss = 0.158140, total_loss = 1.041871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60939, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677741), count: 4, class_loss = 0.942301, iou_loss = 0.454961, total_loss = 1.397262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60943, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760799), count: 4, class_loss = 0.775145, iou_loss = 0.342295, total_loss = 1.117440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60947, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722778), count: 4, class_loss = 0.868366, iou_loss = 0.230503, total_loss = 1.098870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60951, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.651937), count: 4, class_loss = 0.956672, iou_loss = 0.475397, total_loss = 1.432069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60955, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773493), count: 4, class_loss = 0.930837, iou_loss = 0.233090, total_loss = 1.163928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60959, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766681), count: 4, class_loss = 0.851814, iou_loss = 0.246990, total_loss = 1.098804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60963, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.648524), count: 4, class_loss = 0.894550, iou_loss = 0.367357, total_loss = 1.261907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60967, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762244), count: 4, class_loss = 0.978687, iou_loss = 0.234650, total_loss = 1.213337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60971, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726070), count: 4, class_loss = 1.014656, iou_loss = 0.311968, total_loss = 1.326624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60975, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;954/1000: loss=0.6 hours left=0.3\u0007\n",
            " 954: 0.589628, 0.635786 avg loss, 0.000828 rate, 1.778580 seconds, 61056 images, 0.294669 hours left\n",
            "Loaded: 5.848946 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661303), count: 4, class_loss = 1.015004, iou_loss = 0.316788, total_loss = 1.331792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60979, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705510), count: 4, class_loss = 0.933534, iou_loss = 0.377674, total_loss = 1.311208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60983, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664719), count: 4, class_loss = 0.895859, iou_loss = 0.232982, total_loss = 1.128840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60987, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722238), count: 4, class_loss = 0.941615, iou_loss = 0.338586, total_loss = 1.280201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60991, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739442), count: 4, class_loss = 1.320960, iou_loss = 0.342259, total_loss = 1.663219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60995, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686469), count: 4, class_loss = 0.810998, iou_loss = 0.488259, total_loss = 1.299257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 60999, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760619), count: 4, class_loss = 0.900525, iou_loss = 0.396279, total_loss = 1.296804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61003, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753340), count: 4, class_loss = 0.948871, iou_loss = 0.243877, total_loss = 1.192748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61007, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687768), count: 4, class_loss = 0.980543, iou_loss = 0.370866, total_loss = 1.351409 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61011, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753593), count: 4, class_loss = 0.804403, iou_loss = 0.385004, total_loss = 1.189406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61015, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731467), count: 4, class_loss = 0.957312, iou_loss = 0.335930, total_loss = 1.293242 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61019, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704775), count: 4, class_loss = 1.095365, iou_loss = 0.415422, total_loss = 1.510788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61023, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715531), count: 4, class_loss = 0.927760, iou_loss = 0.300487, total_loss = 1.228247 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61027, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769125), count: 4, class_loss = 0.695234, iou_loss = 0.420481, total_loss = 1.115715 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61031, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.680101), count: 4, class_loss = 0.986922, iou_loss = 0.178268, total_loss = 1.165190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61035, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653504), count: 4, class_loss = 1.006505, iou_loss = 0.444438, total_loss = 1.450943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61039, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;955/1000: loss=0.7 hours left=0.3\u0007\n",
            " 955: 0.650283, 0.637236 avg loss, 0.000832 rate, 1.862216 seconds, 61120 images, 0.292680 hours left\n",
            "Loaded: 5.675028 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742045), count: 4, class_loss = 0.926068, iou_loss = 0.298375, total_loss = 1.224443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61043, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661559), count: 4, class_loss = 0.990050, iou_loss = 0.330241, total_loss = 1.320290 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61047, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666188), count: 4, class_loss = 0.935131, iou_loss = 0.365912, total_loss = 1.301044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61051, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.570021), count: 4, class_loss = 0.967348, iou_loss = 0.302909, total_loss = 1.270257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61055, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689359), count: 4, class_loss = 0.929796, iou_loss = 0.249427, total_loss = 1.179222 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61059, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.796839), count: 4, class_loss = 0.932475, iou_loss = 0.322039, total_loss = 1.254514 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61063, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715010), count: 4, class_loss = 0.979187, iou_loss = 0.237189, total_loss = 1.216377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61067, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744095), count: 4, class_loss = 1.171130, iou_loss = 0.352968, total_loss = 1.524098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61071, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741360), count: 4, class_loss = 1.033297, iou_loss = 0.410768, total_loss = 1.444065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61075, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773681), count: 4, class_loss = 0.958818, iou_loss = 0.402557, total_loss = 1.361375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61079, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736383), count: 4, class_loss = 1.047413, iou_loss = 0.391815, total_loss = 1.439228 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61083, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790257), count: 4, class_loss = 0.859892, iou_loss = 0.269157, total_loss = 1.129049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61087, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770918), count: 4, class_loss = 0.725518, iou_loss = 0.220897, total_loss = 0.946415 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61091, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.570371), count: 4, class_loss = 1.020699, iou_loss = 0.366256, total_loss = 1.386955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61095, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.595750), count: 4, class_loss = 1.011482, iou_loss = 0.372933, total_loss = 1.384414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61099, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675673), count: 4, class_loss = 1.029714, iou_loss = 0.376958, total_loss = 1.406672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61103, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;956/1000: loss=0.6 hours left=0.3\u0007\n",
            " 956: 0.649640, 0.638476 avg loss, 0.000835 rate, 1.817994 seconds, 61184 images, 0.290717 hours left\n",
            "Loaded: 5.753185 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771249), count: 4, class_loss = 0.917872, iou_loss = 0.132846, total_loss = 1.050718 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61107, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761730), count: 4, class_loss = 0.942930, iou_loss = 0.235657, total_loss = 1.178587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61111, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718039), count: 4, class_loss = 0.868983, iou_loss = 0.157089, total_loss = 1.026072 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61115, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721379), count: 4, class_loss = 0.774407, iou_loss = 0.303089, total_loss = 1.077496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61119, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776213), count: 4, class_loss = 0.879070, iou_loss = 0.236639, total_loss = 1.115709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61123, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762780), count: 4, class_loss = 0.930418, iou_loss = 0.343740, total_loss = 1.274158 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61127, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732664), count: 4, class_loss = 0.900596, iou_loss = 0.363729, total_loss = 1.264325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61131, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670630), count: 4, class_loss = 0.953005, iou_loss = 0.253270, total_loss = 1.206275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61135, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755339), count: 4, class_loss = 0.926650, iou_loss = 0.357880, total_loss = 1.284531 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61139, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768758), count: 4, class_loss = 0.920125, iou_loss = 0.548506, total_loss = 1.468631 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61143, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771461), count: 4, class_loss = 1.003366, iou_loss = 0.506571, total_loss = 1.509937 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61147, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748460), count: 4, class_loss = 1.075650, iou_loss = 0.284507, total_loss = 1.360156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61151, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713657), count: 4, class_loss = 0.922093, iou_loss = 0.452802, total_loss = 1.374895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61155, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.609380), count: 4, class_loss = 1.009443, iou_loss = 0.408802, total_loss = 1.418245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61159, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.738150), count: 4, class_loss = 0.894284, iou_loss = 0.224365, total_loss = 1.118649 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61163, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682484), count: 4, class_loss = 0.917444, iou_loss = 0.294692, total_loss = 1.212137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61167, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;957/1000: loss=0.6 hours left=0.3\u0007\n",
            " 957: 0.623143, 0.636943 avg loss, 0.000839 rate, 1.830235 seconds, 61248 images, 0.288726 hours left\n",
            "Loaded: 5.660795 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676739), count: 4, class_loss = 0.952588, iou_loss = 0.262375, total_loss = 1.214963 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61171, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.694609), count: 4, class_loss = 1.012022, iou_loss = 0.350753, total_loss = 1.362775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61175, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707230), count: 4, class_loss = 0.933092, iou_loss = 0.355163, total_loss = 1.288254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61179, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733310), count: 4, class_loss = 0.963036, iou_loss = 0.271121, total_loss = 1.234157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61183, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.814376), count: 4, class_loss = 0.850980, iou_loss = 0.212734, total_loss = 1.063714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61187, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739081), count: 4, class_loss = 0.971032, iou_loss = 0.306228, total_loss = 1.277260 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61191, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718632), count: 4, class_loss = 0.911582, iou_loss = 0.333723, total_loss = 1.245304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61195, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668560), count: 4, class_loss = 0.933970, iou_loss = 0.236145, total_loss = 1.170115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61199, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700045), count: 4, class_loss = 0.878944, iou_loss = 0.439574, total_loss = 1.318517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61203, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664866), count: 4, class_loss = 0.944744, iou_loss = 0.258836, total_loss = 1.203580 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61207, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.701027), count: 4, class_loss = 0.931200, iou_loss = 0.387802, total_loss = 1.319003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61211, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684140), count: 4, class_loss = 0.924907, iou_loss = 0.271863, total_loss = 1.196770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61215, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725551), count: 4, class_loss = 0.875396, iou_loss = 0.225469, total_loss = 1.100865 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61219, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758269), count: 4, class_loss = 0.758576, iou_loss = 0.461761, total_loss = 1.220337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61223, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759070), count: 4, class_loss = 0.949276, iou_loss = 0.412016, total_loss = 1.361292 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61227, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775676), count: 4, class_loss = 0.945137, iou_loss = 0.324457, total_loss = 1.269594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61231, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;958/1000: loss=0.6 hours left=0.3\u0007\n",
            " 958: 0.620205, 0.635269 avg loss, 0.000842 rate, 1.791732 seconds, 61312 images, 0.286745 hours left\n",
            "Loaded: 5.633873 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781810), count: 4, class_loss = 0.790908, iou_loss = 0.210992, total_loss = 1.001899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61235, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.681909), count: 4, class_loss = 0.966908, iou_loss = 0.254173, total_loss = 1.221081 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61239, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.690439), count: 4, class_loss = 0.779506, iou_loss = 0.397611, total_loss = 1.177117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61243, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721100), count: 4, class_loss = 0.905716, iou_loss = 0.302262, total_loss = 1.207978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61247, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819062), count: 4, class_loss = 0.840267, iou_loss = 0.276700, total_loss = 1.116967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61251, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.795469), count: 4, class_loss = 0.815942, iou_loss = 0.360092, total_loss = 1.176034 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61255, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742655), count: 4, class_loss = 0.899308, iou_loss = 0.313768, total_loss = 1.213076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61259, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.669498), count: 4, class_loss = 0.888161, iou_loss = 0.320739, total_loss = 1.208900 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61263, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776641), count: 4, class_loss = 0.978503, iou_loss = 0.464278, total_loss = 1.442781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61267, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.820534), count: 4, class_loss = 0.829767, iou_loss = 0.183143, total_loss = 1.012910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61271, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762035), count: 4, class_loss = 0.880841, iou_loss = 0.418404, total_loss = 1.299244 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61275, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758724), count: 4, class_loss = 0.950395, iou_loss = 0.295856, total_loss = 1.246251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61279, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686613), count: 4, class_loss = 0.986209, iou_loss = 0.222382, total_loss = 1.208591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61283, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.798237), count: 4, class_loss = 0.682708, iou_loss = 0.240254, total_loss = 0.922962 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61287, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691214), count: 4, class_loss = 0.972331, iou_loss = 0.389648, total_loss = 1.361979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61291, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732049), count: 4, class_loss = 0.947335, iou_loss = 0.259246, total_loss = 1.206581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61295, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;959/1000: loss=0.6 hours left=0.3\u0007\n",
            " 959: 0.594513, 0.631193 avg loss, 0.000846 rate, 1.787886 seconds, 61376 images, 0.284747 hours left\n",
            "Loaded: 5.642746 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693452), count: 4, class_loss = 0.960337, iou_loss = 0.445842, total_loss = 1.406180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61299, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797230), count: 4, class_loss = 0.888041, iou_loss = 0.164409, total_loss = 1.052450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61303, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.822159), count: 4, class_loss = 0.827373, iou_loss = 0.268879, total_loss = 1.096251 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61307, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700997), count: 4, class_loss = 1.146509, iou_loss = 0.402636, total_loss = 1.549145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61311, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784294), count: 4, class_loss = 0.947499, iou_loss = 0.334540, total_loss = 1.282039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61315, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736205), count: 4, class_loss = 0.975799, iou_loss = 0.539198, total_loss = 1.514997 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61319, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753960), count: 4, class_loss = 0.870737, iou_loss = 0.207297, total_loss = 1.078034 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61323, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732394), count: 4, class_loss = 0.983750, iou_loss = 0.235230, total_loss = 1.218980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61327, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721294), count: 4, class_loss = 1.043762, iou_loss = 0.236114, total_loss = 1.279876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61331, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643362), count: 4, class_loss = 1.117617, iou_loss = 0.492291, total_loss = 1.609908 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61335, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670146), count: 4, class_loss = 0.856290, iou_loss = 0.324480, total_loss = 1.180770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61339, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783362), count: 4, class_loss = 0.937088, iou_loss = 0.312058, total_loss = 1.249146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61343, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691688), count: 4, class_loss = 0.929141, iou_loss = 0.432698, total_loss = 1.361839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61347, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773077), count: 4, class_loss = 0.948652, iou_loss = 0.307370, total_loss = 1.256022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61351, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766565), count: 4, class_loss = 1.122506, iou_loss = 0.328053, total_loss = 1.450558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61355, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632984), count: 4, class_loss = 0.882329, iou_loss = 0.562802, total_loss = 1.445130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61359, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;960/1000: loss=0.7 hours left=0.3\u0007\n",
            " 960: 0.657231, 0.633797 avg loss, 0.000849 rate, 1.808215 seconds, 61440 images, 0.282745 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 7.008632 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691589), count: 4, class_loss = 0.936898, iou_loss = 0.517521, total_loss = 1.454419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61363, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715833), count: 4, class_loss = 0.936648, iou_loss = 0.269360, total_loss = 1.206008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61367, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653464), count: 4, class_loss = 0.956247, iou_loss = 0.423940, total_loss = 1.380188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61371, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784837), count: 4, class_loss = 0.931272, iou_loss = 0.187869, total_loss = 1.119141 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61375, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671014), count: 4, class_loss = 0.855870, iou_loss = 0.296817, total_loss = 1.152687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61379, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.845719), count: 4, class_loss = 0.882970, iou_loss = 0.247175, total_loss = 1.130145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61383, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.800437), count: 4, class_loss = 0.951828, iou_loss = 0.233856, total_loss = 1.185684 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61387, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797352), count: 4, class_loss = 0.943277, iou_loss = 0.197649, total_loss = 1.140926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61391, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686049), count: 4, class_loss = 0.918114, iou_loss = 0.395340, total_loss = 1.313454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61395, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746895), count: 4, class_loss = 0.877442, iou_loss = 0.400699, total_loss = 1.278142 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61399, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717193), count: 4, class_loss = 0.962169, iou_loss = 0.228807, total_loss = 1.190976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61403, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.788175), count: 4, class_loss = 0.752528, iou_loss = 0.328100, total_loss = 1.080628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61407, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716006), count: 4, class_loss = 0.938433, iou_loss = 0.318356, total_loss = 1.256789 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61411, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.774241), count: 4, class_loss = 0.901315, iou_loss = 0.204737, total_loss = 1.106052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61415, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762449), count: 4, class_loss = 0.909440, iou_loss = 0.475175, total_loss = 1.384615 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61419, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.610132), count: 4, class_loss = 0.983524, iou_loss = 0.435401, total_loss = 1.418925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 61423, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;961/1000: loss=0.6 hours left=0.3\u0007\n",
            " 961: 0.618713, 0.632289 avg loss, 0.000853 rate, 1.770552 seconds, 61504 images, 0.280746 hours left\n",
            "Loaded: 5.711113 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.747569), count: 4, class_loss = 0.904240, iou_loss = 0.373785, total_loss = 1.278025 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61427, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783326), count: 4, class_loss = 0.829075, iou_loss = 0.275266, total_loss = 1.104341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61431, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749429), count: 4, class_loss = 0.951154, iou_loss = 0.325805, total_loss = 1.276959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61435, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.814547), count: 4, class_loss = 0.908144, iou_loss = 0.215557, total_loss = 1.123701 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61439, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727364), count: 4, class_loss = 0.955380, iou_loss = 0.356781, total_loss = 1.312162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61443, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706966), count: 4, class_loss = 0.946186, iou_loss = 0.424911, total_loss = 1.371097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61447, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.792147), count: 4, class_loss = 0.861917, iou_loss = 0.239630, total_loss = 1.101546 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61451, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793800), count: 4, class_loss = 0.778782, iou_loss = 0.254751, total_loss = 1.033534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61455, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699800), count: 4, class_loss = 0.963917, iou_loss = 0.354018, total_loss = 1.317935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61459, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809362), count: 4, class_loss = 0.916786, iou_loss = 0.215207, total_loss = 1.131994 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61463, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696559), count: 4, class_loss = 0.954282, iou_loss = 0.451678, total_loss = 1.405959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61467, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649203), count: 4, class_loss = 0.995821, iou_loss = 0.421900, total_loss = 1.417721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61471, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711651), count: 4, class_loss = 0.923653, iou_loss = 0.318655, total_loss = 1.242308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61475, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759503), count: 4, class_loss = 0.980370, iou_loss = 0.296197, total_loss = 1.276567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61479, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781014), count: 4, class_loss = 0.925544, iou_loss = 0.324091, total_loss = 1.249635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61483, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754870), count: 4, class_loss = 0.965194, iou_loss = 0.224740, total_loss = 1.189934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61487, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;962/1000: loss=0.6 hours left=0.3\u0007\n",
            " 962: 0.619796, 0.631040 avg loss, 0.000856 rate, 2.803083 seconds, 61568 images, 0.278890 hours left\n",
            "Loaded: 7.149577 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745170), count: 4, class_loss = 0.844144, iou_loss = 0.341449, total_loss = 1.185593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61491, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726527), count: 4, class_loss = 0.920806, iou_loss = 0.255579, total_loss = 1.176385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61495, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754146), count: 4, class_loss = 0.987030, iou_loss = 0.209149, total_loss = 1.196180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61499, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716835), count: 4, class_loss = 0.956434, iou_loss = 0.300044, total_loss = 1.256478 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61503, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735138), count: 4, class_loss = 0.876248, iou_loss = 0.234646, total_loss = 1.110894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61507, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776707), count: 4, class_loss = 0.866335, iou_loss = 0.252273, total_loss = 1.118608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61511, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725644), count: 4, class_loss = 0.861888, iou_loss = 0.383198, total_loss = 1.245086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61515, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790200), count: 4, class_loss = 0.803765, iou_loss = 0.250398, total_loss = 1.054163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61519, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.833129), count: 4, class_loss = 0.914594, iou_loss = 0.167521, total_loss = 1.082114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61523, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707802), count: 4, class_loss = 0.951525, iou_loss = 0.308457, total_loss = 1.259983 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61527, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684395), count: 4, class_loss = 0.952231, iou_loss = 0.408989, total_loss = 1.361220 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61531, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769577), count: 4, class_loss = 0.860616, iou_loss = 0.268779, total_loss = 1.129394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61535, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750632), count: 4, class_loss = 0.917394, iou_loss = 0.313795, total_loss = 1.231189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61539, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744797), count: 4, class_loss = 0.980715, iou_loss = 0.322748, total_loss = 1.303463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61543, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744919), count: 4, class_loss = 0.948155, iou_loss = 0.156160, total_loss = 1.104315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61547, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727518), count: 4, class_loss = 0.850990, iou_loss = 0.270992, total_loss = 1.121983 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61551, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;963/1000: loss=0.6 hours left=0.3\u0007\n",
            " 963: 0.591784, 0.627114 avg loss, 0.000860 rate, 1.809278 seconds, 61632 images, 0.277000 hours left\n",
            "Loaded: 5.637945 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766887), count: 4, class_loss = 0.918200, iou_loss = 0.369994, total_loss = 1.288195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61555, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699785), count: 4, class_loss = 0.965230, iou_loss = 0.494737, total_loss = 1.459967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61559, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.787011), count: 4, class_loss = 0.914914, iou_loss = 0.251130, total_loss = 1.166044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61563, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.642659), count: 4, class_loss = 0.853233, iou_loss = 0.467878, total_loss = 1.321111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61567, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711628), count: 4, class_loss = 0.836261, iou_loss = 0.403289, total_loss = 1.239551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61571, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715865), count: 4, class_loss = 0.963384, iou_loss = 0.382978, total_loss = 1.346362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61575, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748640), count: 4, class_loss = 0.957360, iou_loss = 0.311534, total_loss = 1.268895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61579, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686744), count: 4, class_loss = 0.988742, iou_loss = 0.368073, total_loss = 1.356815 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61583, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778388), count: 4, class_loss = 1.054237, iou_loss = 0.371105, total_loss = 1.425341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61587, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732988), count: 4, class_loss = 0.870616, iou_loss = 0.440204, total_loss = 1.310820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61591, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793836), count: 4, class_loss = 0.856030, iou_loss = 0.278624, total_loss = 1.134654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61595, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768009), count: 4, class_loss = 1.100058, iou_loss = 0.305131, total_loss = 1.405188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61599, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718421), count: 4, class_loss = 0.931973, iou_loss = 0.279876, total_loss = 1.211849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61603, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752286), count: 4, class_loss = 0.805310, iou_loss = 0.256326, total_loss = 1.061636 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61607, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.577048), count: 4, class_loss = 1.133075, iou_loss = 0.436556, total_loss = 1.569630 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61611, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683650), count: 4, class_loss = 0.912997, iou_loss = 0.383507, total_loss = 1.296504 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61615, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;964/1000: loss=0.7 hours left=0.3\u0007\n",
            " 964: 0.651957, 0.629598 avg loss, 0.000864 rate, 1.730899 seconds, 61696 images, 0.275151 hours left\n",
            "Loaded: 5.593366 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719311), count: 4, class_loss = 0.953452, iou_loss = 0.392015, total_loss = 1.345467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61619, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.839160), count: 4, class_loss = 0.916557, iou_loss = 0.184840, total_loss = 1.101397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61623, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739888), count: 4, class_loss = 0.904261, iou_loss = 0.300052, total_loss = 1.204313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61627, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717704), count: 4, class_loss = 0.988270, iou_loss = 0.323565, total_loss = 1.311835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61631, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720112), count: 4, class_loss = 0.819798, iou_loss = 0.339293, total_loss = 1.159092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61635, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.777684), count: 4, class_loss = 0.783402, iou_loss = 0.264786, total_loss = 1.048187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61639, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754314), count: 4, class_loss = 0.912281, iou_loss = 0.374579, total_loss = 1.286860 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61643, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.817523), count: 4, class_loss = 0.842075, iou_loss = 0.136235, total_loss = 0.978310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61647, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684092), count: 4, class_loss = 1.070160, iou_loss = 0.371335, total_loss = 1.441495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61651, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.795630), count: 4, class_loss = 0.907534, iou_loss = 0.244099, total_loss = 1.151633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61655, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.817717), count: 4, class_loss = 0.809903, iou_loss = 0.258012, total_loss = 1.067915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61659, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.673264), count: 4, class_loss = 1.149128, iou_loss = 0.207815, total_loss = 1.356943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61663, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.647729), count: 4, class_loss = 0.814790, iou_loss = 0.523108, total_loss = 1.337899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61667, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720716), count: 4, class_loss = 0.743733, iou_loss = 0.316343, total_loss = 1.060076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61671, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.807540), count: 4, class_loss = 1.144013, iou_loss = 0.153953, total_loss = 1.297966 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61675, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.694010), count: 4, class_loss = 0.981132, iou_loss = 0.269413, total_loss = 1.250545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61679, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;965/1000: loss=0.6 hours left=0.3\u0007\n",
            " 965: 0.606250, 0.627263 avg loss, 0.000867 rate, 1.858999 seconds, 61760 images, 0.273136 hours left\n",
            "Loaded: 5.501796 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713820), count: 4, class_loss = 0.645057, iou_loss = 0.322713, total_loss = 0.967770 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61683, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.794105), count: 4, class_loss = 0.919289, iou_loss = 0.216271, total_loss = 1.135561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61687, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.632043), count: 4, class_loss = 0.932367, iou_loss = 0.446927, total_loss = 1.379295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61691, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739574), count: 4, class_loss = 0.971161, iou_loss = 0.387401, total_loss = 1.358562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61695, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728466), count: 4, class_loss = 0.975011, iou_loss = 0.298580, total_loss = 1.273591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61699, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.619114), count: 4, class_loss = 0.976191, iou_loss = 0.455958, total_loss = 1.432150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61703, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757123), count: 4, class_loss = 0.629785, iou_loss = 0.156650, total_loss = 0.786435 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61707, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790078), count: 4, class_loss = 0.666840, iou_loss = 0.195865, total_loss = 0.862705 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61711, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757394), count: 4, class_loss = 0.911022, iou_loss = 0.218932, total_loss = 1.129954 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61715, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.845672), count: 4, class_loss = 0.904902, iou_loss = 0.193428, total_loss = 1.098330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61719, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.651363), count: 4, class_loss = 0.900198, iou_loss = 0.275337, total_loss = 1.175535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61723, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704523), count: 4, class_loss = 1.182777, iou_loss = 0.446288, total_loss = 1.629065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61727, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.643651), count: 4, class_loss = 0.741602, iou_loss = 0.489674, total_loss = 1.231276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61731, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.765293), count: 4, class_loss = 0.966965, iou_loss = 0.318912, total_loss = 1.285876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.690582), count: 4, class_loss = 0.701116, iou_loss = 0.339889, total_loss = 1.041004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61739, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741309), count: 4, class_loss = 0.948779, iou_loss = 0.365922, total_loss = 1.314701 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61743, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;966/1000: loss=0.6 hours left=0.3\u0007\n",
            " 966: 0.596933, 0.624230 avg loss, 0.000871 rate, 1.759495 seconds, 61824 images, 0.271130 hours left\n",
            "Loaded: 5.624087 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760203), count: 4, class_loss = 1.010239, iou_loss = 0.175619, total_loss = 1.185858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61747, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744664), count: 4, class_loss = 0.906059, iou_loss = 0.403945, total_loss = 1.310004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61751, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746856), count: 4, class_loss = 0.869808, iou_loss = 0.200422, total_loss = 1.070230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61755, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699250), count: 4, class_loss = 0.904606, iou_loss = 0.491096, total_loss = 1.395702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.627697), count: 4, class_loss = 0.864309, iou_loss = 0.339247, total_loss = 1.203556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61763, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762969), count: 4, class_loss = 0.863949, iou_loss = 0.322656, total_loss = 1.186605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61767, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691863), count: 4, class_loss = 0.957469, iou_loss = 0.436183, total_loss = 1.393652 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61771, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743089), count: 4, class_loss = 1.003863, iou_loss = 0.306341, total_loss = 1.310204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61775, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689636), count: 4, class_loss = 0.907881, iou_loss = 0.505463, total_loss = 1.413344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61779, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743222), count: 4, class_loss = 0.671164, iou_loss = 0.445043, total_loss = 1.116207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61783, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.834749), count: 4, class_loss = 0.876173, iou_loss = 0.386806, total_loss = 1.262979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61787, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754494), count: 4, class_loss = 0.952326, iou_loss = 0.501710, total_loss = 1.454036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753030), count: 4, class_loss = 0.956827, iou_loss = 0.192148, total_loss = 1.148975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746078), count: 4, class_loss = 1.057782, iou_loss = 0.454635, total_loss = 1.512417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740484), count: 4, class_loss = 0.948244, iou_loss = 0.320671, total_loss = 1.268915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61803, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668953), count: 4, class_loss = 0.968981, iou_loss = 0.306346, total_loss = 1.275328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61807, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;967/1000: loss=0.6 hours left=0.3\u0007\n",
            " 967: 0.640877, 0.625895 avg loss, 0.000874 rate, 1.694227 seconds, 61888 images, 0.269105 hours left\n",
            "Loaded: 5.809786 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721095), count: 4, class_loss = 0.882145, iou_loss = 0.407236, total_loss = 1.289381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61811, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.634140), count: 4, class_loss = 1.008142, iou_loss = 0.351550, total_loss = 1.359693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61815, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735347), count: 4, class_loss = 0.865328, iou_loss = 0.211304, total_loss = 1.076632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.802644), count: 4, class_loss = 0.887777, iou_loss = 0.298119, total_loss = 1.185897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677808), count: 4, class_loss = 0.851123, iou_loss = 0.401488, total_loss = 1.252611 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61827, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773759), count: 4, class_loss = 0.918038, iou_loss = 0.483983, total_loss = 1.402021 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61831, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710212), count: 4, class_loss = 0.855313, iou_loss = 0.311580, total_loss = 1.166893 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784721), count: 4, class_loss = 0.839374, iou_loss = 0.165193, total_loss = 1.004567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778491), count: 4, class_loss = 1.016576, iou_loss = 0.235302, total_loss = 1.251878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61843, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699458), count: 4, class_loss = 0.917804, iou_loss = 0.269306, total_loss = 1.187110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61847, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720327), count: 4, class_loss = 0.951613, iou_loss = 0.316582, total_loss = 1.268195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61851, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712158), count: 4, class_loss = 0.989006, iou_loss = 0.356470, total_loss = 1.345476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61855, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744727), count: 4, class_loss = 0.850795, iou_loss = 0.320863, total_loss = 1.171658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61859, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735956), count: 4, class_loss = 0.929600, iou_loss = 0.274023, total_loss = 1.203623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61863, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748258), count: 4, class_loss = 0.892288, iou_loss = 0.253408, total_loss = 1.145696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61867, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.798675), count: 4, class_loss = 0.752924, iou_loss = 0.158714, total_loss = 0.911638 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61871, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;968/1000: loss=0.6 hours left=0.3\u0007\n",
            " 968: 0.600719, 0.623378 avg loss, 0.000878 rate, 1.711305 seconds, 61952 images, 0.267085 hours left\n",
            "Loaded: 5.759147 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750207), count: 4, class_loss = 0.913522, iou_loss = 0.194196, total_loss = 1.107717 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61875, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.616285), count: 4, class_loss = 0.995557, iou_loss = 0.501310, total_loss = 1.496867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743941), count: 4, class_loss = 0.796074, iou_loss = 0.228830, total_loss = 1.024904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696766), count: 4, class_loss = 0.851896, iou_loss = 0.280895, total_loss = 1.132791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726442), count: 4, class_loss = 0.934321, iou_loss = 0.287617, total_loss = 1.221938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.738270), count: 4, class_loss = 0.931306, iou_loss = 0.361780, total_loss = 1.293086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61895, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713576), count: 4, class_loss = 0.941648, iou_loss = 0.200700, total_loss = 1.142349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.637228), count: 4, class_loss = 0.953639, iou_loss = 0.438332, total_loss = 1.391971 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677163), count: 4, class_loss = 0.938144, iou_loss = 0.383665, total_loss = 1.321810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61907, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744606), count: 4, class_loss = 0.891640, iou_loss = 0.392404, total_loss = 1.284044 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61911, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728310), count: 4, class_loss = 0.831615, iou_loss = 0.324876, total_loss = 1.156491 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61915, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.673066), count: 4, class_loss = 0.952977, iou_loss = 0.406008, total_loss = 1.358985 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61919, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786491), count: 4, class_loss = 1.018514, iou_loss = 0.340950, total_loss = 1.359464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61923, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742026), count: 4, class_loss = 0.925963, iou_loss = 0.375430, total_loss = 1.301393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61927, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.785221), count: 4, class_loss = 0.864796, iou_loss = 0.238485, total_loss = 1.103281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61931, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.810993), count: 4, class_loss = 0.882333, iou_loss = 0.236869, total_loss = 1.119202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61935, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;969/1000: loss=0.6 hours left=0.3\u0007\n",
            " 969: 0.619261, 0.622966 avg loss, 0.000882 rate, 1.777735 seconds, 62016 images, 0.265082 hours left\n",
            "Loaded: 5.673421 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767423), count: 4, class_loss = 0.804448, iou_loss = 0.216504, total_loss = 1.020952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61939, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711321), count: 4, class_loss = 0.872226, iou_loss = 0.441112, total_loss = 1.313337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61943, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715352), count: 4, class_loss = 0.866324, iou_loss = 0.426122, total_loss = 1.292446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61947, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757075), count: 4, class_loss = 0.755655, iou_loss = 0.387230, total_loss = 1.142885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61951, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.839751), count: 4, class_loss = 0.796705, iou_loss = 0.195991, total_loss = 0.992696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61955, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783032), count: 4, class_loss = 0.836019, iou_loss = 0.374377, total_loss = 1.210397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61959, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668882), count: 4, class_loss = 0.970369, iou_loss = 0.463752, total_loss = 1.434121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61963, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.614905), count: 4, class_loss = 0.971409, iou_loss = 0.369240, total_loss = 1.340649 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61967, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736988), count: 4, class_loss = 0.931651, iou_loss = 0.375348, total_loss = 1.306999 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61971, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734228), count: 4, class_loss = 0.935937, iou_loss = 0.441372, total_loss = 1.377309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61975, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733591), count: 4, class_loss = 0.836082, iou_loss = 0.376847, total_loss = 1.212929 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61979, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736339), count: 4, class_loss = 0.855483, iou_loss = 0.299533, total_loss = 1.155016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61983, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734995), count: 4, class_loss = 0.961919, iou_loss = 0.148908, total_loss = 1.110828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61987, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.772538), count: 4, class_loss = 0.869688, iou_loss = 0.169050, total_loss = 1.038738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61991, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727828), count: 4, class_loss = 0.909988, iou_loss = 0.282667, total_loss = 1.192655 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61995, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693625), count: 4, class_loss = 0.876473, iou_loss = 0.412749, total_loss = 1.289223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 61999, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;970/1000: loss=0.6 hours left=0.3\u0007\n",
            " 970: 0.607226, 0.621392 avg loss, 0.000885 rate, 1.792278 seconds, 62080 images, 0.263080 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.944417 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704489), count: 4, class_loss = 0.944134, iou_loss = 0.357539, total_loss = 1.301674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62003, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729471), count: 4, class_loss = 0.884166, iou_loss = 0.478821, total_loss = 1.362987 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62007, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766804), count: 4, class_loss = 0.954006, iou_loss = 0.406502, total_loss = 1.360507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62011, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698899), count: 4, class_loss = 0.962524, iou_loss = 0.443214, total_loss = 1.405738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62015, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742227), count: 4, class_loss = 0.649985, iou_loss = 0.457210, total_loss = 1.107195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62019, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683873), count: 4, class_loss = 0.928112, iou_loss = 0.340696, total_loss = 1.268808 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62023, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.628588), count: 4, class_loss = 0.878372, iou_loss = 0.312183, total_loss = 1.190555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62027, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729362), count: 4, class_loss = 0.942061, iou_loss = 0.335181, total_loss = 1.277242 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62031, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.685517), count: 4, class_loss = 0.975809, iou_loss = 0.405127, total_loss = 1.380936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62035, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.756030), count: 4, class_loss = 0.797407, iou_loss = 0.436478, total_loss = 1.233885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62039, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.858679), count: 4, class_loss = 0.889386, iou_loss = 0.282004, total_loss = 1.171390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62043, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706135), count: 4, class_loss = 0.934569, iou_loss = 0.359281, total_loss = 1.293850 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62047, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710161), count: 4, class_loss = 0.980357, iou_loss = 0.193337, total_loss = 1.173694 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62051, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.801059), count: 4, class_loss = 0.956233, iou_loss = 0.370276, total_loss = 1.326509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62055, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707967), count: 4, class_loss = 0.881986, iou_loss = 0.374710, total_loss = 1.256696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62059, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.736886), count: 4, class_loss = 0.845824, iou_loss = 0.318823, total_loss = 1.164647 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62063, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;971/1000: loss=0.6 hours left=0.3\u0007\n",
            " 971: 0.633636, 0.622616 avg loss, 0.000889 rate, 1.813562 seconds, 62144 images, 0.261072 hours left\n",
            "Loaded: 5.695962 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706766), count: 4, class_loss = 0.860172, iou_loss = 0.303532, total_loss = 1.163704 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62067, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.741423), count: 4, class_loss = 0.964287, iou_loss = 0.290133, total_loss = 1.254419 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62071, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.785686), count: 4, class_loss = 0.837277, iou_loss = 0.247998, total_loss = 1.085275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62075, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761140), count: 4, class_loss = 0.913448, iou_loss = 0.182959, total_loss = 1.096407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62079, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722059), count: 4, class_loss = 0.920939, iou_loss = 0.301686, total_loss = 1.222625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62083, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.806232), count: 4, class_loss = 0.679318, iou_loss = 0.161582, total_loss = 0.840899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62087, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819809), count: 4, class_loss = 0.840791, iou_loss = 0.185740, total_loss = 1.026530 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62091, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.767424), count: 4, class_loss = 0.791429, iou_loss = 0.239737, total_loss = 1.031165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62095, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793909), count: 4, class_loss = 0.884584, iou_loss = 0.284693, total_loss = 1.169276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62099, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670873), count: 4, class_loss = 0.802903, iou_loss = 0.325198, total_loss = 1.128101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62103, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711968), count: 4, class_loss = 1.050466, iou_loss = 0.443464, total_loss = 1.493930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62107, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.794957), count: 4, class_loss = 0.848775, iou_loss = 0.298382, total_loss = 1.147157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62111, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707626), count: 4, class_loss = 0.858752, iou_loss = 0.405401, total_loss = 1.264153 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62115, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.825995), count: 4, class_loss = 0.776801, iou_loss = 0.313348, total_loss = 1.090148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62119, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.796788), count: 4, class_loss = 0.799573, iou_loss = 0.154919, total_loss = 0.954492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62123, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.856191), count: 4, class_loss = 0.991450, iou_loss = 0.180112, total_loss = 1.171562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62127, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;972/1000: loss=0.6 hours left=0.3\u0007\n",
            " 972: 0.566872, 0.617042 avg loss, 0.000893 rate, 1.840866 seconds, 62208 images, 0.259167 hours left\n",
            "Loaded: 5.656732 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664039), count: 4, class_loss = 1.040034, iou_loss = 0.448473, total_loss = 1.488507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62131, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660631), count: 4, class_loss = 1.018789, iou_loss = 0.191206, total_loss = 1.209995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62135, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752576), count: 4, class_loss = 0.715781, iou_loss = 0.279457, total_loss = 0.995238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62139, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766061), count: 4, class_loss = 0.903336, iou_loss = 0.337920, total_loss = 1.241256 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62143, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722231), count: 4, class_loss = 0.929324, iou_loss = 0.194937, total_loss = 1.124261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62147, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781882), count: 4, class_loss = 0.857492, iou_loss = 0.316699, total_loss = 1.174191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62151, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759844), count: 4, class_loss = 1.004684, iou_loss = 0.372513, total_loss = 1.377197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62155, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711859), count: 4, class_loss = 0.959378, iou_loss = 0.360032, total_loss = 1.319410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62159, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730934), count: 4, class_loss = 0.784502, iou_loss = 0.263645, total_loss = 1.048146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62163, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775846), count: 4, class_loss = 0.921850, iou_loss = 0.504053, total_loss = 1.425902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62167, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666177), count: 4, class_loss = 0.962956, iou_loss = 0.368817, total_loss = 1.331773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62171, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.652153), count: 4, class_loss = 0.863181, iou_loss = 0.532385, total_loss = 1.395566 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62175, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.862213), count: 4, class_loss = 0.865043, iou_loss = 0.171753, total_loss = 1.036796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62179, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.809624), count: 4, class_loss = 1.059438, iou_loss = 0.299184, total_loss = 1.358623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62183, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748350), count: 4, class_loss = 1.004757, iou_loss = 0.392680, total_loss = 1.397437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62187, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.663201), count: 4, class_loss = 0.947304, iou_loss = 0.444549, total_loss = 1.391853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62191, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;973/1000: loss=0.6 hours left=0.3\u0007\n",
            " 973: 0.634881, 0.618826 avg loss, 0.000896 rate, 1.901257 seconds, 62272 images, 0.257161 hours left\n",
            "Loaded: 5.591228 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722209), count: 4, class_loss = 0.868959, iou_loss = 0.135201, total_loss = 1.004160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62195, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730394), count: 4, class_loss = 0.907029, iou_loss = 0.317973, total_loss = 1.225002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62199, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679873), count: 4, class_loss = 0.938837, iou_loss = 0.704174, total_loss = 1.643011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62203, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.815156), count: 4, class_loss = 0.852036, iou_loss = 0.246201, total_loss = 1.098237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62207, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753808), count: 4, class_loss = 0.691454, iou_loss = 0.244098, total_loss = 0.935552 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62211, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764318), count: 4, class_loss = 0.880043, iou_loss = 0.285323, total_loss = 1.165365 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62215, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.812100), count: 4, class_loss = 0.884987, iou_loss = 0.310854, total_loss = 1.195841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62219, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.642649), count: 4, class_loss = 0.914201, iou_loss = 0.295979, total_loss = 1.210180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62223, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.780969), count: 4, class_loss = 0.764942, iou_loss = 0.255568, total_loss = 1.020511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62227, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717418), count: 4, class_loss = 0.964749, iou_loss = 0.384407, total_loss = 1.349155 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62231, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725807), count: 4, class_loss = 0.876782, iou_loss = 0.187423, total_loss = 1.064205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62235, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.705850), count: 4, class_loss = 0.979727, iou_loss = 0.282828, total_loss = 1.262555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62239, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.791391), count: 4, class_loss = 0.980954, iou_loss = 0.276539, total_loss = 1.257493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62243, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708088), count: 4, class_loss = 0.909217, iou_loss = 0.235310, total_loss = 1.144528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62247, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.803428), count: 4, class_loss = 0.717251, iou_loss = 0.221763, total_loss = 0.939014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62251, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.805278), count: 4, class_loss = 0.949027, iou_loss = 0.297374, total_loss = 1.246401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62255, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;974/1000: loss=0.6 hours left=0.3\u0007\n",
            " 974: 0.586289, 0.615572 avg loss, 0.000900 rate, 1.824357 seconds, 62336 images, 0.255157 hours left\n",
            "Loaded: 5.702104 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793627), count: 4, class_loss = 0.945032, iou_loss = 0.313645, total_loss = 1.258677 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62259, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733368), count: 4, class_loss = 0.999456, iou_loss = 0.258745, total_loss = 1.258202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62263, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740959), count: 4, class_loss = 0.790917, iou_loss = 0.377328, total_loss = 1.168245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62267, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707176), count: 4, class_loss = 0.977356, iou_loss = 0.346708, total_loss = 1.324064 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62271, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650522), count: 4, class_loss = 0.918051, iou_loss = 0.332837, total_loss = 1.250888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62275, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728828), count: 4, class_loss = 0.982820, iou_loss = 0.303786, total_loss = 1.286606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62279, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737439), count: 4, class_loss = 0.916877, iou_loss = 0.399310, total_loss = 1.316187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62283, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.751243), count: 4, class_loss = 0.993484, iou_loss = 0.249319, total_loss = 1.242803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62287, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.794005), count: 4, class_loss = 0.896006, iou_loss = 0.327758, total_loss = 1.223764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62291, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744661), count: 4, class_loss = 0.784849, iou_loss = 0.319530, total_loss = 1.104380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62295, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703916), count: 4, class_loss = 0.985411, iou_loss = 0.417055, total_loss = 1.402466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62299, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768406), count: 4, class_loss = 0.866445, iou_loss = 0.200475, total_loss = 1.066920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62303, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676266), count: 4, class_loss = 0.840803, iou_loss = 0.385755, total_loss = 1.226558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62307, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717617), count: 4, class_loss = 0.763665, iou_loss = 0.446844, total_loss = 1.210508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62311, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.774234), count: 4, class_loss = 0.928405, iou_loss = 0.329418, total_loss = 1.257823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62315, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699718), count: 4, class_loss = 0.855889, iou_loss = 0.317627, total_loss = 1.173516 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62319, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;975/1000: loss=0.6 hours left=0.3\u0007\n",
            " 975: 0.617864, 0.615801 avg loss, 0.000904 rate, 1.823115 seconds, 62400 images, 0.253141 hours left\n",
            "Loaded: 5.569418 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762167), count: 4, class_loss = 0.929630, iou_loss = 0.310790, total_loss = 1.240420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62323, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720268), count: 4, class_loss = 0.955178, iou_loss = 0.366399, total_loss = 1.321577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62327, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.779161), count: 4, class_loss = 0.724546, iou_loss = 0.393721, total_loss = 1.118267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62331, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.688443), count: 4, class_loss = 0.908057, iou_loss = 0.370805, total_loss = 1.278861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62335, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764702), count: 4, class_loss = 0.816643, iou_loss = 0.533116, total_loss = 1.349759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62339, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708252), count: 4, class_loss = 1.008260, iou_loss = 0.443797, total_loss = 1.452056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62343, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.827769), count: 4, class_loss = 0.796707, iou_loss = 0.315070, total_loss = 1.111776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62347, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755396), count: 4, class_loss = 0.802574, iou_loss = 0.504570, total_loss = 1.307144 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62351, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.600816), count: 4, class_loss = 0.961259, iou_loss = 0.354280, total_loss = 1.315538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62355, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755973), count: 4, class_loss = 0.863905, iou_loss = 0.356043, total_loss = 1.219949 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62359, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760446), count: 4, class_loss = 0.891798, iou_loss = 0.242498, total_loss = 1.134297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62363, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728015), count: 4, class_loss = 0.870902, iou_loss = 0.282216, total_loss = 1.153118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62367, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720147), count: 4, class_loss = 0.902551, iou_loss = 0.307610, total_loss = 1.210160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62371, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.763287), count: 4, class_loss = 0.880421, iou_loss = 0.347889, total_loss = 1.228310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62375, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.659717), count: 4, class_loss = 0.935844, iou_loss = 0.371386, total_loss = 1.307230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62379, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715367), count: 4, class_loss = 0.931750, iou_loss = 0.394013, total_loss = 1.325763 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62383, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;976/1000: loss=0.6 hours left=0.3\u0007\n",
            " 976: 0.627321, 0.616953 avg loss, 0.000907 rate, 1.728557 seconds, 62464 images, 0.251132 hours left\n",
            "Loaded: 5.662302 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.834184), count: 4, class_loss = 0.882305, iou_loss = 0.140536, total_loss = 1.022840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62387, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755307), count: 4, class_loss = 0.936319, iou_loss = 0.324620, total_loss = 1.260939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62391, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.798394), count: 4, class_loss = 0.860446, iou_loss = 0.103881, total_loss = 0.964327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62395, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.825493), count: 4, class_loss = 0.779576, iou_loss = 0.308984, total_loss = 1.088560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62399, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739240), count: 4, class_loss = 0.961607, iou_loss = 0.246340, total_loss = 1.207947 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62403, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679447), count: 4, class_loss = 1.042134, iou_loss = 0.316389, total_loss = 1.358523 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62407, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.688176), count: 4, class_loss = 0.979844, iou_loss = 0.436110, total_loss = 1.415954 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62411, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.685123), count: 4, class_loss = 0.928758, iou_loss = 0.292935, total_loss = 1.221693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62415, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726538), count: 4, class_loss = 0.917236, iou_loss = 0.259070, total_loss = 1.176306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62419, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.687290), count: 4, class_loss = 0.730041, iou_loss = 0.401406, total_loss = 1.131447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62423, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.816316), count: 4, class_loss = 0.898290, iou_loss = 0.232054, total_loss = 1.130344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62427, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689191), count: 4, class_loss = 0.929697, iou_loss = 0.231354, total_loss = 1.161051 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62431, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768624), count: 4, class_loss = 0.881120, iou_loss = 0.189054, total_loss = 1.070174 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62435, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743822), count: 4, class_loss = 1.018652, iou_loss = 0.189820, total_loss = 1.208472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62439, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760316), count: 4, class_loss = 0.711249, iou_loss = 0.342580, total_loss = 1.053828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62443, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.785910), count: 4, class_loss = 0.867038, iou_loss = 0.261787, total_loss = 1.128826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62447, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;977/1000: loss=0.6 hours left=0.2\u0007\n",
            " 977: 0.581290, 0.613387 avg loss, 0.000911 rate, 1.842831 seconds, 62528 images, 0.249107 hours left\n",
            "Loaded: 5.686837 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764759), count: 4, class_loss = 0.771328, iou_loss = 0.348513, total_loss = 1.119841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62451, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.756823), count: 4, class_loss = 0.925253, iou_loss = 0.226820, total_loss = 1.152074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62455, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733531), count: 4, class_loss = 0.979746, iou_loss = 0.359538, total_loss = 1.339285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62459, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.825675), count: 4, class_loss = 0.767113, iou_loss = 0.282550, total_loss = 1.049663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62463, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748415), count: 4, class_loss = 0.940094, iou_loss = 0.248191, total_loss = 1.188285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62467, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.624792), count: 4, class_loss = 1.054359, iou_loss = 0.521141, total_loss = 1.575500 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62471, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.681374), count: 4, class_loss = 0.818271, iou_loss = 0.238294, total_loss = 1.056565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62475, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.774697), count: 4, class_loss = 0.953853, iou_loss = 0.304947, total_loss = 1.258800 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62479, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752150), count: 4, class_loss = 0.921359, iou_loss = 0.293656, total_loss = 1.215015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62483, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.763290), count: 4, class_loss = 0.985434, iou_loss = 0.183160, total_loss = 1.168593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62487, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719009), count: 4, class_loss = 0.826780, iou_loss = 0.376083, total_loss = 1.202864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62491, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660151), count: 4, class_loss = 0.930966, iou_loss = 0.497885, total_loss = 1.428851 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62495, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790493), count: 4, class_loss = 0.761988, iou_loss = 0.270523, total_loss = 1.032511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62498, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686260), count: 4, class_loss = 0.977895, iou_loss = 0.416822, total_loss = 1.394717 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62502, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689004), count: 4, class_loss = 1.041775, iou_loss = 0.423365, total_loss = 1.465140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62506, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726374), count: 4, class_loss = 0.886115, iou_loss = 0.332417, total_loss = 1.218533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62510, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;978/1000: loss=0.6 hours left=0.2\u0007\n",
            " 978: 0.620821, 0.614130 avg loss, 0.000915 rate, 1.767562 seconds, 62592 images, 0.247096 hours left\n",
            "Loaded: 5.765321 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754835), count: 4, class_loss = 0.938179, iou_loss = 0.328754, total_loss = 1.266933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62514, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.791517), count: 4, class_loss = 0.772015, iou_loss = 0.347802, total_loss = 1.119817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62518, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703255), count: 4, class_loss = 1.107824, iou_loss = 0.396746, total_loss = 1.504570 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62522, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717997), count: 4, class_loss = 0.827223, iou_loss = 0.301688, total_loss = 1.128911 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62526, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733754), count: 4, class_loss = 0.929918, iou_loss = 0.217909, total_loss = 1.147827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62530, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.792974), count: 4, class_loss = 0.825764, iou_loss = 0.238870, total_loss = 1.064635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62534, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757401), count: 4, class_loss = 0.916121, iou_loss = 0.280671, total_loss = 1.196792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62538, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737344), count: 4, class_loss = 0.802831, iou_loss = 0.299589, total_loss = 1.102420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62542, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.645312), count: 4, class_loss = 0.951537, iou_loss = 0.494544, total_loss = 1.446082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62546, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.735432), count: 4, class_loss = 0.858654, iou_loss = 0.272793, total_loss = 1.131447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62550, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.588229), count: 4, class_loss = 0.934723, iou_loss = 0.562401, total_loss = 1.497124 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62554, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762364), count: 4, class_loss = 0.904846, iou_loss = 0.322185, total_loss = 1.227030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62558, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725943), count: 4, class_loss = 0.793704, iou_loss = 0.289496, total_loss = 1.083200 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62562, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771478), count: 4, class_loss = 0.959896, iou_loss = 0.222143, total_loss = 1.182039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62566, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733470), count: 4, class_loss = 0.953882, iou_loss = 0.324057, total_loss = 1.277940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62570, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.795764), count: 4, class_loss = 0.962002, iou_loss = 0.228223, total_loss = 1.190225 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000003, iou_loss = 0.000000, total_loss = 0.000003 \n",
            " total_bbox = 62574, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;979/1000: loss=0.6 hours left=0.2\u0007\n",
            " 979: 0.611470, 0.613864 avg loss, 0.000919 rate, 1.653052 seconds, 62656 images, 0.245081 hours left\n",
            "Loaded: 5.790099 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686470), count: 4, class_loss = 0.913377, iou_loss = 0.305141, total_loss = 1.218518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62578, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.805317), count: 4, class_loss = 0.790586, iou_loss = 0.286416, total_loss = 1.077002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62582, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717726), count: 4, class_loss = 0.947099, iou_loss = 0.261905, total_loss = 1.209004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62586, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728726), count: 4, class_loss = 0.900899, iou_loss = 0.398323, total_loss = 1.299223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62590, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748834), count: 4, class_loss = 0.852467, iou_loss = 0.181875, total_loss = 1.034341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62594, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737278), count: 4, class_loss = 0.948131, iou_loss = 0.290398, total_loss = 1.238529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62598, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.662839), count: 4, class_loss = 0.899609, iou_loss = 0.331922, total_loss = 1.231532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62602, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.644029), count: 4, class_loss = 0.964335, iou_loss = 0.290874, total_loss = 1.255209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62606, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.818266), count: 4, class_loss = 0.749072, iou_loss = 0.341276, total_loss = 1.090349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62610, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790965), count: 4, class_loss = 0.911534, iou_loss = 0.241528, total_loss = 1.153062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62614, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715776), count: 4, class_loss = 1.376334, iou_loss = 0.397013, total_loss = 1.773347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62618, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734989), count: 4, class_loss = 0.938786, iou_loss = 0.341648, total_loss = 1.280434 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62622, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778012), count: 4, class_loss = 0.731347, iou_loss = 0.273032, total_loss = 1.004378 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62626, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768350), count: 4, class_loss = 0.830277, iou_loss = 0.464170, total_loss = 1.294447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62630, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.652759), count: 4, class_loss = 0.841244, iou_loss = 0.432169, total_loss = 1.273413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62634, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713864), count: 4, class_loss = 0.899169, iou_loss = 0.221556, total_loss = 1.120725 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62638, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;980/1000: loss=0.6 hours left=0.2\u0007\n",
            " 980: 0.611049, 0.613583 avg loss, 0.000922 rate, 1.811199 seconds, 62720 images, 0.243063 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 7.067837 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.653393), count: 4, class_loss = 0.977100, iou_loss = 0.333981, total_loss = 1.311081 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62642, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.831005), count: 4, class_loss = 0.788305, iou_loss = 0.263346, total_loss = 1.051651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62645, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666440), count: 4, class_loss = 0.904251, iou_loss = 0.445015, total_loss = 1.349267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62649, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784663), count: 4, class_loss = 0.840388, iou_loss = 0.313548, total_loss = 1.153937 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62653, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745009), count: 4, class_loss = 0.832080, iou_loss = 0.217579, total_loss = 1.049660 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62657, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.812170), count: 4, class_loss = 0.881364, iou_loss = 0.305279, total_loss = 1.186643 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62661, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734415), count: 4, class_loss = 0.939122, iou_loss = 0.482371, total_loss = 1.421493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62665, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757878), count: 4, class_loss = 0.831258, iou_loss = 0.289012, total_loss = 1.120270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62669, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677560), count: 4, class_loss = 0.951821, iou_loss = 0.366075, total_loss = 1.317896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62673, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.791993), count: 4, class_loss = 0.594949, iou_loss = 0.282047, total_loss = 0.876996 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62677, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775437), count: 4, class_loss = 0.872282, iou_loss = 0.493111, total_loss = 1.365394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62681, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.782775), count: 4, class_loss = 0.885606, iou_loss = 0.297258, total_loss = 1.182864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62685, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.783303), count: 4, class_loss = 0.921883, iou_loss = 0.159967, total_loss = 1.081850 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62689, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721997), count: 4, class_loss = 0.975318, iou_loss = 0.398659, total_loss = 1.373976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62693, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727633), count: 4, class_loss = 0.931130, iou_loss = 0.225765, total_loss = 1.156895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62697, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.737754), count: 4, class_loss = 0.818890, iou_loss = 0.234291, total_loss = 1.053181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62701, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;981/1000: loss=0.6 hours left=0.2\u0007\n",
            " 981: 0.595409, 0.611765 avg loss, 0.000926 rate, 1.791234 seconds, 62784 images, 0.241055 hours left\n",
            "Loaded: 5.891604 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753740), count: 4, class_loss = 0.885345, iou_loss = 0.277129, total_loss = 1.162474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62705, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753951), count: 4, class_loss = 1.001274, iou_loss = 0.224215, total_loss = 1.225488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62709, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746803), count: 4, class_loss = 0.941799, iou_loss = 0.252615, total_loss = 1.194415 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62713, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769451), count: 4, class_loss = 0.826082, iou_loss = 0.363366, total_loss = 1.189448 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62717, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.835700), count: 4, class_loss = 0.737523, iou_loss = 0.131826, total_loss = 0.869348 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62721, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724163), count: 4, class_loss = 0.952882, iou_loss = 0.243452, total_loss = 1.196334 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62725, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769876), count: 4, class_loss = 0.941149, iou_loss = 0.122908, total_loss = 1.064057 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62729, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703627), count: 4, class_loss = 0.910384, iou_loss = 0.347951, total_loss = 1.258335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62733, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725762), count: 4, class_loss = 0.962826, iou_loss = 0.220518, total_loss = 1.183344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62737, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.806833), count: 4, class_loss = 0.787107, iou_loss = 0.299253, total_loss = 1.086360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62741, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.649279), count: 4, class_loss = 1.003392, iou_loss = 0.479891, total_loss = 1.483283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62745, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.812261), count: 4, class_loss = 0.666516, iou_loss = 0.237951, total_loss = 0.904467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62749, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.706909), count: 4, class_loss = 0.828584, iou_loss = 0.287255, total_loss = 1.115839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62753, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.828007), count: 4, class_loss = 0.756214, iou_loss = 0.324275, total_loss = 1.080489 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62757, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.689005), count: 4, class_loss = 0.994328, iou_loss = 0.309290, total_loss = 1.303617 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62761, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748005), count: 4, class_loss = 0.692111, iou_loss = 0.449014, total_loss = 1.141125 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62765, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;982/1000: loss=0.6 hours left=0.2\u0007\n",
            " 982: 0.576827, 0.608272 avg loss, 0.000930 rate, 1.754405 seconds, 62848 images, 0.239112 hours left\n",
            "Loaded: 5.783856 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748460), count: 4, class_loss = 0.944556, iou_loss = 0.271872, total_loss = 1.216427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62769, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778895), count: 4, class_loss = 0.747970, iou_loss = 0.356514, total_loss = 1.104484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62773, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722236), count: 4, class_loss = 0.728180, iou_loss = 0.314988, total_loss = 1.043169 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62777, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723251), count: 4, class_loss = 0.978364, iou_loss = 0.356344, total_loss = 1.334708 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62781, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.654099), count: 4, class_loss = 1.008698, iou_loss = 0.492201, total_loss = 1.500899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62785, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759033), count: 4, class_loss = 0.880157, iou_loss = 0.217209, total_loss = 1.097365 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62789, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.839571), count: 4, class_loss = 0.960800, iou_loss = 0.150938, total_loss = 1.111738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62793, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.722497), count: 4, class_loss = 0.783718, iou_loss = 0.299822, total_loss = 1.083541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62797, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679933), count: 4, class_loss = 0.986909, iou_loss = 0.271904, total_loss = 1.258813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62801, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.835990), count: 4, class_loss = 0.792150, iou_loss = 0.113618, total_loss = 0.905768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62805, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.645571), count: 4, class_loss = 1.133763, iou_loss = 0.365684, total_loss = 1.499447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62809, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.795120), count: 4, class_loss = 0.785280, iou_loss = 0.378306, total_loss = 1.163586 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62813, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731823), count: 4, class_loss = 0.799502, iou_loss = 0.356070, total_loss = 1.155572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62817, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.642005), count: 4, class_loss = 0.970908, iou_loss = 0.332850, total_loss = 1.303758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62821, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776334), count: 4, class_loss = 0.818916, iou_loss = 0.377368, total_loss = 1.196284 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62825, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758757), count: 4, class_loss = 1.042836, iou_loss = 0.440528, total_loss = 1.483364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62829, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;983/1000: loss=0.6 hours left=0.2\u0007\n",
            " 983: 0.608093, 0.608254 avg loss, 0.000934 rate, 1.800208 seconds, 62912 images, 0.237103 hours left\n",
            "Loaded: 5.661449 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.598057), count: 4, class_loss = 1.080295, iou_loss = 0.538987, total_loss = 1.619282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62833, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.714778), count: 4, class_loss = 0.920402, iou_loss = 0.307160, total_loss = 1.227563 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62837, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.800958), count: 4, class_loss = 0.761230, iou_loss = 0.238341, total_loss = 0.999571 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62841, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.787312), count: 4, class_loss = 0.678276, iou_loss = 0.355323, total_loss = 1.033599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62845, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.838756), count: 4, class_loss = 0.802217, iou_loss = 0.122457, total_loss = 0.924674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62849, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.802672), count: 4, class_loss = 0.747964, iou_loss = 0.282731, total_loss = 1.030695 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62853, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.644483), count: 4, class_loss = 1.025038, iou_loss = 0.428679, total_loss = 1.453717 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62857, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710461), count: 4, class_loss = 0.966187, iou_loss = 0.258271, total_loss = 1.224458 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62861, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.730488), count: 4, class_loss = 0.873524, iou_loss = 0.320515, total_loss = 1.194039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62865, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.753150), count: 4, class_loss = 0.631548, iou_loss = 0.435467, total_loss = 1.067015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62869, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.680867), count: 4, class_loss = 0.971124, iou_loss = 0.512372, total_loss = 1.483496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62873, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.815107), count: 4, class_loss = 0.745909, iou_loss = 0.251707, total_loss = 0.997616 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62877, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.726680), count: 4, class_loss = 1.003796, iou_loss = 0.284124, total_loss = 1.287920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62881, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743513), count: 4, class_loss = 0.749867, iou_loss = 0.268539, total_loss = 1.018406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62885, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.679127), count: 4, class_loss = 0.773285, iou_loss = 0.449185, total_loss = 1.222469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62889, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761051), count: 4, class_loss = 0.760916, iou_loss = 0.356211, total_loss = 1.117126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62893, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;984/1000: loss=0.6 hours left=0.2\u0007\n",
            " 984: 0.590678, 0.606496 avg loss, 0.000938 rate, 1.800516 seconds, 62976 images, 0.235090 hours left\n",
            "Loaded: 5.628813 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700194), count: 4, class_loss = 0.954724, iou_loss = 0.209077, total_loss = 1.163801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62897, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707304), count: 4, class_loss = 1.002593, iou_loss = 0.307780, total_loss = 1.310373 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62901, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.889513), count: 4, class_loss = 0.730893, iou_loss = 0.270687, total_loss = 1.001580 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62905, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.793148), count: 4, class_loss = 0.899063, iou_loss = 0.196021, total_loss = 1.095084 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62909, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670720), count: 4, class_loss = 0.995028, iou_loss = 0.444535, total_loss = 1.439562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62913, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799486), count: 4, class_loss = 0.820324, iou_loss = 0.280038, total_loss = 1.100363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62917, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752816), count: 4, class_loss = 0.921621, iou_loss = 0.170492, total_loss = 1.092113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62921, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721837), count: 4, class_loss = 0.816937, iou_loss = 0.543354, total_loss = 1.360291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62925, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.808129), count: 4, class_loss = 0.887193, iou_loss = 0.306200, total_loss = 1.193393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62929, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.652338), count: 4, class_loss = 0.914604, iou_loss = 0.441275, total_loss = 1.355879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62933, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.785837), count: 4, class_loss = 0.686074, iou_loss = 0.340124, total_loss = 1.026199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62937, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661571), count: 4, class_loss = 1.022272, iou_loss = 0.323394, total_loss = 1.345665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62941, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692874), count: 4, class_loss = 0.877434, iou_loss = 0.254662, total_loss = 1.132097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62945, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761829), count: 4, class_loss = 0.830859, iou_loss = 0.503636, total_loss = 1.334495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62949, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696470), count: 4, class_loss = 0.960957, iou_loss = 0.397113, total_loss = 1.358070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62953, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.594111), count: 4, class_loss = 0.975663, iou_loss = 0.307939, total_loss = 1.283602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62957, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;985/1000: loss=0.6 hours left=0.2\u0007\n",
            " 985: 0.612269, 0.607073 avg loss, 0.000941 rate, 1.779915 seconds, 63040 images, 0.233071 hours left\n",
            "Loaded: 5.694020 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797690), count: 4, class_loss = 0.796596, iou_loss = 0.344494, total_loss = 1.141090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62961, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759051), count: 4, class_loss = 0.925865, iou_loss = 0.244937, total_loss = 1.170802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62965, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666730), count: 4, class_loss = 0.943128, iou_loss = 0.343662, total_loss = 1.286791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62969, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786378), count: 4, class_loss = 0.753528, iou_loss = 0.357374, total_loss = 1.110902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62973, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.769218), count: 4, class_loss = 0.650504, iou_loss = 0.248754, total_loss = 0.899257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62977, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749410), count: 4, class_loss = 0.958292, iou_loss = 0.196023, total_loss = 1.154315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62981, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.770227), count: 4, class_loss = 0.917170, iou_loss = 0.270945, total_loss = 1.188115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62985, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.709765), count: 4, class_loss = 0.944385, iou_loss = 0.206733, total_loss = 1.151118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62989, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.844687), count: 4, class_loss = 0.543157, iou_loss = 0.259022, total_loss = 0.802178 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62993, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760671), count: 4, class_loss = 0.998389, iou_loss = 0.284209, total_loss = 1.282598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 62997, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.804826), count: 4, class_loss = 0.730222, iou_loss = 0.449856, total_loss = 1.180078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63001, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.748512), count: 4, class_loss = 0.893034, iou_loss = 0.234244, total_loss = 1.127278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63005, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.803833), count: 4, class_loss = 0.881381, iou_loss = 0.226200, total_loss = 1.107581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63009, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775790), count: 4, class_loss = 0.826152, iou_loss = 0.135725, total_loss = 0.961877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63013, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715167), count: 4, class_loss = 0.924384, iou_loss = 0.227692, total_loss = 1.152076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63017, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707372), count: 4, class_loss = 0.874250, iou_loss = 0.284232, total_loss = 1.158482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63021, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;986/1000: loss=0.6 hours left=0.2\u0007\n",
            " 986: 0.558580, 0.602224 avg loss, 0.000945 rate, 1.756951 seconds, 63104 images, 0.231049 hours left\n",
            "Loaded: 5.654948 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.652395), count: 4, class_loss = 0.984048, iou_loss = 0.358951, total_loss = 1.342999 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63025, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650125), count: 4, class_loss = 0.924374, iou_loss = 0.285842, total_loss = 1.210217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63029, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.751612), count: 4, class_loss = 0.969749, iou_loss = 0.261441, total_loss = 1.231189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63033, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666883), count: 4, class_loss = 1.025721, iou_loss = 0.548112, total_loss = 1.573832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63037, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710697), count: 4, class_loss = 0.875340, iou_loss = 0.353973, total_loss = 1.229313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63041, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715912), count: 4, class_loss = 0.866696, iou_loss = 0.196679, total_loss = 1.063375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63045, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676266), count: 4, class_loss = 0.901127, iou_loss = 0.339084, total_loss = 1.240211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63049, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799539), count: 4, class_loss = 0.683697, iou_loss = 0.333588, total_loss = 1.017285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63053, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.891888), count: 4, class_loss = 0.729780, iou_loss = 0.224548, total_loss = 0.954328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63057, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.827011), count: 4, class_loss = 0.887663, iou_loss = 0.169030, total_loss = 1.056693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63061, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760612), count: 4, class_loss = 0.692140, iou_loss = 0.194312, total_loss = 0.886452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63065, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.675034), count: 4, class_loss = 0.898790, iou_loss = 0.324814, total_loss = 1.223603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63069, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768169), count: 4, class_loss = 0.780155, iou_loss = 0.247712, total_loss = 1.027867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63073, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708792), count: 4, class_loss = 0.875831, iou_loss = 0.223288, total_loss = 1.099119 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63077, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762707), count: 4, class_loss = 0.924046, iou_loss = 0.198965, total_loss = 1.123012 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63081, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.670026), count: 4, class_loss = 0.953718, iou_loss = 0.353578, total_loss = 1.307296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63085, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;987/1000: loss=0.6 hours left=0.2\u0007\n",
            " 987: 0.580838, 0.600085 avg loss, 0.000949 rate, 1.766372 seconds, 63168 images, 0.229028 hours left\n",
            "Loaded: 5.716902 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742385), count: 4, class_loss = 0.964731, iou_loss = 0.423386, total_loss = 1.388117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63089, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.851726), count: 4, class_loss = 0.835395, iou_loss = 0.227866, total_loss = 1.063261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63093, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.800544), count: 4, class_loss = 0.652629, iou_loss = 0.293126, total_loss = 0.945755 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63097, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819011), count: 4, class_loss = 0.708341, iou_loss = 0.227688, total_loss = 0.936029 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63101, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786840), count: 4, class_loss = 0.821744, iou_loss = 0.257215, total_loss = 1.078959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63105, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723791), count: 4, class_loss = 1.213835, iou_loss = 0.195153, total_loss = 1.408988 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63109, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.847671), count: 4, class_loss = 0.919737, iou_loss = 0.231644, total_loss = 1.151381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63113, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.780050), count: 4, class_loss = 0.900039, iou_loss = 0.283777, total_loss = 1.183816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63117, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766159), count: 4, class_loss = 1.013480, iou_loss = 0.270374, total_loss = 1.283855 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63121, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746070), count: 4, class_loss = 1.051003, iou_loss = 0.264925, total_loss = 1.315928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63125, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.802312), count: 4, class_loss = 0.764441, iou_loss = 0.153104, total_loss = 0.917545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63129, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.605412), count: 4, class_loss = 0.828667, iou_loss = 0.354494, total_loss = 1.183162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63133, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661998), count: 4, class_loss = 1.130928, iou_loss = 0.475350, total_loss = 1.606279 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63137, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.828084), count: 4, class_loss = 0.649633, iou_loss = 0.270219, total_loss = 0.919853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63141, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.693453), count: 4, class_loss = 1.067097, iou_loss = 0.502942, total_loss = 1.570039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63145, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710826), count: 4, class_loss = 0.879834, iou_loss = 0.228032, total_loss = 1.107866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63149, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;988/1000: loss=0.6 hours left=0.2\u0007\n",
            " 988: 0.595652, 0.599642 avg loss, 0.000953 rate, 1.837496 seconds, 63232 images, 0.227006 hours left\n",
            "Loaded: 5.684915 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717571), count: 4, class_loss = 0.941449, iou_loss = 0.449921, total_loss = 1.391371 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63153, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.666185), count: 4, class_loss = 0.924697, iou_loss = 0.338939, total_loss = 1.263636 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63157, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707345), count: 4, class_loss = 1.004941, iou_loss = 0.410620, total_loss = 1.415561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63161, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.673337), count: 4, class_loss = 0.926333, iou_loss = 0.361413, total_loss = 1.287746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63165, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771717), count: 4, class_loss = 0.818412, iou_loss = 0.245416, total_loss = 1.063827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63169, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739963), count: 4, class_loss = 0.874114, iou_loss = 0.445498, total_loss = 1.319612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63173, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.681530), count: 4, class_loss = 0.913991, iou_loss = 0.293076, total_loss = 1.207067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63177, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766779), count: 4, class_loss = 0.985638, iou_loss = 0.331355, total_loss = 1.316994 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63181, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.700605), count: 4, class_loss = 0.873232, iou_loss = 0.208900, total_loss = 1.082132 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63185, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710372), count: 4, class_loss = 0.780779, iou_loss = 0.419532, total_loss = 1.200310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63189, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.787305), count: 4, class_loss = 1.041020, iou_loss = 0.204691, total_loss = 1.245712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63192, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754388), count: 4, class_loss = 0.760038, iou_loss = 0.261305, total_loss = 1.021343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63196, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729566), count: 4, class_loss = 0.885753, iou_loss = 0.279308, total_loss = 1.165061 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63200, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719936), count: 4, class_loss = 0.921153, iou_loss = 0.359294, total_loss = 1.280446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63204, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.623221), count: 4, class_loss = 1.015614, iou_loss = 0.390232, total_loss = 1.405846 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63208, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.790634), count: 4, class_loss = 0.750385, iou_loss = 0.390225, total_loss = 1.140609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63212, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;989/1000: loss=0.6 hours left=0.2\u0007\n",
            " 989: 0.618978, 0.601576 avg loss, 0.000957 rate, 1.862034 seconds, 63296 images, 0.224988 hours left\n",
            "Loaded: 5.639431 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660684), count: 4, class_loss = 0.967749, iou_loss = 0.369813, total_loss = 1.337561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63216, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.739389), count: 4, class_loss = 0.893632, iou_loss = 0.319095, total_loss = 1.212727 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63220, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744707), count: 4, class_loss = 0.906632, iou_loss = 0.227978, total_loss = 1.134610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63224, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.765854), count: 4, class_loss = 0.931633, iou_loss = 0.199066, total_loss = 1.130699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63228, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.733758), count: 4, class_loss = 0.908379, iou_loss = 0.326456, total_loss = 1.234835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63232, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.837855), count: 4, class_loss = 0.694665, iou_loss = 0.284980, total_loss = 0.979645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63236, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743032), count: 4, class_loss = 0.989851, iou_loss = 0.349760, total_loss = 1.339611 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63240, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.650904), count: 4, class_loss = 1.017823, iou_loss = 0.424825, total_loss = 1.442648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63244, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768738), count: 4, class_loss = 0.889464, iou_loss = 0.217043, total_loss = 1.106508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63248, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.764694), count: 4, class_loss = 0.619569, iou_loss = 0.392872, total_loss = 1.012441 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63252, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.787946), count: 4, class_loss = 0.865655, iou_loss = 0.156134, total_loss = 1.021789 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63256, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.751269), count: 4, class_loss = 0.809522, iou_loss = 0.195458, total_loss = 1.004980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63260, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.863634), count: 4, class_loss = 0.788889, iou_loss = 0.289408, total_loss = 1.078297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63264, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695847), count: 4, class_loss = 0.755866, iou_loss = 0.476311, total_loss = 1.232177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63268, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.702145), count: 4, class_loss = 0.866161, iou_loss = 0.344537, total_loss = 1.210698 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63272, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.715219), count: 4, class_loss = 0.958754, iou_loss = 0.200175, total_loss = 1.158929 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63276, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;990/1000: loss=0.6 hours left=0.2\u0007\n",
            " 990: 0.582443, 0.599662 avg loss, 0.000961 rate, 1.852522 seconds, 63360 images, 0.222968 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 608 x 608 \n",
            " try to allocate additional workspace_size = 97.62 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 6.926498 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.630427), count: 4, class_loss = 1.025979, iou_loss = 0.352915, total_loss = 1.378894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63280, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.663618), count: 4, class_loss = 0.948936, iou_loss = 0.480614, total_loss = 1.429550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63284, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.740290), count: 4, class_loss = 0.599032, iou_loss = 0.443509, total_loss = 1.042542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63288, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746132), count: 4, class_loss = 1.039207, iou_loss = 0.417637, total_loss = 1.456844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63292, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771284), count: 4, class_loss = 0.712841, iou_loss = 0.253607, total_loss = 0.966448 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63296, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695940), count: 4, class_loss = 0.847666, iou_loss = 0.506262, total_loss = 1.353928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63300, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.711019), count: 4, class_loss = 0.666998, iou_loss = 0.454670, total_loss = 1.121668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63304, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720462), count: 4, class_loss = 0.948867, iou_loss = 0.244423, total_loss = 1.193290 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63308, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786116), count: 4, class_loss = 0.503343, iou_loss = 0.282472, total_loss = 0.785815 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63312, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.659414), count: 4, class_loss = 0.896542, iou_loss = 0.434303, total_loss = 1.330845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63316, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778979), count: 4, class_loss = 0.921805, iou_loss = 0.201610, total_loss = 1.123415 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63320, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.691306), count: 4, class_loss = 0.946422, iou_loss = 0.326444, total_loss = 1.272867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63324, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.758102), count: 4, class_loss = 0.892370, iou_loss = 0.315098, total_loss = 1.207468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63328, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776105), count: 4, class_loss = 0.578616, iou_loss = 0.326864, total_loss = 0.905480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63332, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671808), count: 4, class_loss = 0.914808, iou_loss = 0.377608, total_loss = 1.292417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63336, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.664107), count: 4, class_loss = 0.805634, iou_loss = 0.542377, total_loss = 1.348011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63340, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;991/1000: loss=0.6 hours left=0.2\u0007\n",
            " 991: 0.600297, 0.599726 avg loss, 0.000964 rate, 1.793354 seconds, 63424 images, 0.220947 hours left\n",
            "Loaded: 5.675889 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671429), count: 4, class_loss = 0.918612, iou_loss = 0.461786, total_loss = 1.380398 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63344, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759670), count: 4, class_loss = 0.928643, iou_loss = 0.390411, total_loss = 1.319054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63348, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.680182), count: 4, class_loss = 0.859811, iou_loss = 0.471461, total_loss = 1.331272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63352, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.708658), count: 4, class_loss = 1.585165, iou_loss = 0.445657, total_loss = 2.030822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63356, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754911), count: 4, class_loss = 0.931269, iou_loss = 0.447127, total_loss = 1.378396 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63360, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754833), count: 4, class_loss = 0.868151, iou_loss = 0.436647, total_loss = 1.304798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63364, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660477), count: 4, class_loss = 0.968617, iou_loss = 0.201258, total_loss = 1.169874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63368, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.633016), count: 4, class_loss = 0.929431, iou_loss = 0.484837, total_loss = 1.414268 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63372, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671380), count: 4, class_loss = 0.913776, iou_loss = 0.261791, total_loss = 1.175566 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63376, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.814483), count: 4, class_loss = 0.866162, iou_loss = 0.209743, total_loss = 1.075905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63380, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.799437), count: 4, class_loss = 0.836631, iou_loss = 0.190912, total_loss = 1.027543 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63384, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.786550), count: 4, class_loss = 0.967868, iou_loss = 0.305334, total_loss = 1.273202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63388, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.683531), count: 4, class_loss = 0.931121, iou_loss = 0.339891, total_loss = 1.271013 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63392, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716623), count: 4, class_loss = 1.046051, iou_loss = 0.246096, total_loss = 1.292146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63396, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.746998), count: 4, class_loss = 0.662274, iou_loss = 0.371706, total_loss = 1.033980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63400, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723051), count: 4, class_loss = 0.930668, iou_loss = 0.192148, total_loss = 1.122816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63404, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;992/1000: loss=0.6 hours left=0.2\u0007\n",
            " 992: 0.643784, 0.604132 avg loss, 0.000968 rate, 1.789788 seconds, 63488 images, 0.218955 hours left\n",
            "Loaded: 5.730527 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749758), count: 4, class_loss = 0.794500, iou_loss = 0.345804, total_loss = 1.140304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63408, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734623), count: 4, class_loss = 0.980203, iou_loss = 0.241573, total_loss = 1.221775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63412, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.703095), count: 4, class_loss = 0.827900, iou_loss = 0.190660, total_loss = 1.018560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63416, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.686209), count: 4, class_loss = 0.863554, iou_loss = 0.322178, total_loss = 1.185733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63420, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.749746), count: 4, class_loss = 0.720314, iou_loss = 0.209578, total_loss = 0.929892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63424, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.766445), count: 4, class_loss = 0.951019, iou_loss = 0.184262, total_loss = 1.135281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63428, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.810569), count: 4, class_loss = 0.934243, iou_loss = 0.295150, total_loss = 1.229393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63432, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744605), count: 4, class_loss = 0.843110, iou_loss = 0.275740, total_loss = 1.118850 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63436, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.773203), count: 4, class_loss = 0.857670, iou_loss = 0.263981, total_loss = 1.121651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63440, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.811341), count: 4, class_loss = 0.890150, iou_loss = 0.252807, total_loss = 1.142957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63444, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752827), count: 4, class_loss = 0.735207, iou_loss = 0.370436, total_loss = 1.105642 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63448, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.771494), count: 4, class_loss = 0.882022, iou_loss = 0.396271, total_loss = 1.278293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63452, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762385), count: 4, class_loss = 0.830679, iou_loss = 0.532140, total_loss = 1.362819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63456, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660060), count: 4, class_loss = 0.852633, iou_loss = 0.312160, total_loss = 1.164793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63460, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.720974), count: 4, class_loss = 0.886289, iou_loss = 0.288199, total_loss = 1.174488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63464, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724426), count: 4, class_loss = 1.008744, iou_loss = 0.297849, total_loss = 1.306594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63468, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;993/1000: loss=0.6 hours left=0.2\u0007\n",
            " 993: 0.582408, 0.601959 avg loss, 0.000972 rate, 1.754027 seconds, 63552 images, 0.216932 hours left\n",
            "Loaded: 5.657887 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752688), count: 4, class_loss = 0.901262, iou_loss = 0.314968, total_loss = 1.216229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63472, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.849006), count: 4, class_loss = 0.859170, iou_loss = 0.192038, total_loss = 1.051208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63476, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695720), count: 4, class_loss = 0.961389, iou_loss = 0.268076, total_loss = 1.229465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63480, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.757267), count: 4, class_loss = 0.664610, iou_loss = 0.357055, total_loss = 1.021665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63484, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729023), count: 4, class_loss = 0.837565, iou_loss = 0.333239, total_loss = 1.170805 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63488, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.827548), count: 4, class_loss = 0.872858, iou_loss = 0.270630, total_loss = 1.143488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63492, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721750), count: 4, class_loss = 0.893206, iou_loss = 0.318728, total_loss = 1.211934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63496, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707803), count: 4, class_loss = 0.974128, iou_loss = 0.259774, total_loss = 1.233902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63500, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668651), count: 4, class_loss = 0.872197, iou_loss = 0.498209, total_loss = 1.370406 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63504, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734669), count: 4, class_loss = 0.881165, iou_loss = 0.232737, total_loss = 1.113902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63508, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.697594), count: 4, class_loss = 0.910311, iou_loss = 0.227369, total_loss = 1.137679 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63512, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.713792), count: 4, class_loss = 0.918020, iou_loss = 0.344425, total_loss = 1.262445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63516, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.728073), count: 4, class_loss = 0.974764, iou_loss = 0.319533, total_loss = 1.294296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63520, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775153), count: 4, class_loss = 0.920890, iou_loss = 0.253183, total_loss = 1.174074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63524, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.768191), count: 4, class_loss = 0.791355, iou_loss = 0.255347, total_loss = 1.046703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63528, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721031), count: 4, class_loss = 0.843170, iou_loss = 0.229144, total_loss = 1.072314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63532, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;994/1000: loss=0.6 hours left=0.2\u0007\n",
            " 994: 0.585955, 0.600359 avg loss, 0.000976 rate, 1.753596 seconds, 63616 images, 0.214908 hours left\n",
            "Loaded: 5.714976 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682468), count: 4, class_loss = 1.396286, iou_loss = 0.316711, total_loss = 1.712998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63536, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742293), count: 4, class_loss = 0.770424, iou_loss = 0.359389, total_loss = 1.129813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63540, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.724977), count: 4, class_loss = 0.758127, iou_loss = 0.320899, total_loss = 1.079026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63544, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.777070), count: 4, class_loss = 0.798900, iou_loss = 0.380530, total_loss = 1.179430 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63548, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671818), count: 4, class_loss = 0.784583, iou_loss = 0.348747, total_loss = 1.133330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63552, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.755502), count: 4, class_loss = 0.789260, iou_loss = 0.320483, total_loss = 1.109743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63556, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.680922), count: 4, class_loss = 0.860133, iou_loss = 0.263846, total_loss = 1.123979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63560, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.562297), count: 4, class_loss = 1.058087, iou_loss = 0.543702, total_loss = 1.601790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63564, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.797383), count: 4, class_loss = 0.830869, iou_loss = 0.272044, total_loss = 1.102913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63568, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.772856), count: 4, class_loss = 0.776520, iou_loss = 0.208160, total_loss = 0.984680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63572, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778422), count: 4, class_loss = 0.856265, iou_loss = 0.317095, total_loss = 1.173360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63576, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.763560), count: 4, class_loss = 0.768324, iou_loss = 0.321101, total_loss = 1.089425 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63580, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.744024), count: 4, class_loss = 0.762971, iou_loss = 0.355054, total_loss = 1.118026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63584, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.756280), count: 4, class_loss = 0.941369, iou_loss = 0.253048, total_loss = 1.194416 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63588, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.743334), count: 4, class_loss = 0.819105, iou_loss = 0.294969, total_loss = 1.114074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63592, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.656319), count: 4, class_loss = 0.971785, iou_loss = 0.391491, total_loss = 1.363276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63596, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;995/1000: loss=0.6 hours left=0.2\u0007\n",
            " 995: 0.600322, 0.600355 avg loss, 0.000980 rate, 1.801807 seconds, 63680 images, 0.212883 hours left\n",
            "Loaded: 5.588174 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731036), count: 4, class_loss = 0.888582, iou_loss = 0.306514, total_loss = 1.195095 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63600, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778586), count: 4, class_loss = 1.050734, iou_loss = 0.255571, total_loss = 1.306305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63604, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660948), count: 4, class_loss = 0.982292, iou_loss = 0.325650, total_loss = 1.307942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63608, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.754115), count: 4, class_loss = 0.822853, iou_loss = 0.299685, total_loss = 1.122538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63612, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699886), count: 4, class_loss = 0.918953, iou_loss = 0.226632, total_loss = 1.145585 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63616, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660022), count: 4, class_loss = 0.873995, iou_loss = 0.386632, total_loss = 1.260627 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63620, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.707213), count: 4, class_loss = 0.936745, iou_loss = 0.309153, total_loss = 1.245898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63624, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.781056), count: 4, class_loss = 0.785763, iou_loss = 0.451969, total_loss = 1.237731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63628, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.682854), count: 4, class_loss = 0.916503, iou_loss = 0.187825, total_loss = 1.104328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63632, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.842859), count: 4, class_loss = 0.677420, iou_loss = 0.148235, total_loss = 0.825656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63636, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.721372), count: 4, class_loss = 1.044695, iou_loss = 0.325941, total_loss = 1.370636 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63640, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.676648), count: 4, class_loss = 0.954509, iou_loss = 0.415786, total_loss = 1.370296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63644, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.824917), count: 4, class_loss = 0.904606, iou_loss = 0.220422, total_loss = 1.125028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63648, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742483), count: 4, class_loss = 0.880088, iou_loss = 0.304148, total_loss = 1.184237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63652, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.660621), count: 4, class_loss = 0.932452, iou_loss = 0.194486, total_loss = 1.126938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63656, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.784764), count: 4, class_loss = 0.844787, iou_loss = 0.162685, total_loss = 1.007472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63660, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;996/1000: loss=0.6 hours left=0.2\u0007\n",
            " 996: 0.591761, 0.599496 avg loss, 0.000984 rate, 1.838767 seconds, 63744 images, 0.210858 hours left\n",
            "Loaded: 5.579733 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.718963), count: 4, class_loss = 0.855569, iou_loss = 0.211601, total_loss = 1.067171 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63664, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.745235), count: 4, class_loss = 0.882462, iou_loss = 0.286273, total_loss = 1.168735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63668, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778635), count: 4, class_loss = 0.557689, iou_loss = 0.304307, total_loss = 0.861997 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63672, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.805991), count: 4, class_loss = 0.834431, iou_loss = 0.283366, total_loss = 1.117797 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63676, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.668448), count: 4, class_loss = 1.108691, iou_loss = 0.419697, total_loss = 1.528388 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63680, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.712220), count: 4, class_loss = 0.934222, iou_loss = 0.342387, total_loss = 1.276610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63684, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.843902), count: 4, class_loss = 0.869061, iou_loss = 0.231905, total_loss = 1.100966 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63688, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661623), count: 4, class_loss = 1.044294, iou_loss = 0.470932, total_loss = 1.515226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63692, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.692827), count: 4, class_loss = 1.031828, iou_loss = 0.306218, total_loss = 1.338046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63696, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723861), count: 4, class_loss = 0.826191, iou_loss = 0.331910, total_loss = 1.158102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63700, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.704403), count: 4, class_loss = 0.879250, iou_loss = 0.304848, total_loss = 1.184098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63704, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.808270), count: 4, class_loss = 0.869765, iou_loss = 0.306313, total_loss = 1.176079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63708, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719446), count: 4, class_loss = 0.959440, iou_loss = 0.401356, total_loss = 1.360796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63712, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.750570), count: 4, class_loss = 1.055274, iou_loss = 0.352136, total_loss = 1.407410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63716, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.791177), count: 4, class_loss = 0.716683, iou_loss = 0.296471, total_loss = 1.013154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63719, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.696158), count: 4, class_loss = 0.675919, iou_loss = 0.394362, total_loss = 1.070281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63723, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;997/1000: loss=0.6 hours left=0.2\u0007\n",
            " 997: 0.604528, 0.599999 avg loss, 0.000988 rate, 1.721814 seconds, 63808 images, 0.208832 hours left\n",
            "Loaded: 5.714392 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761904), count: 4, class_loss = 0.918957, iou_loss = 0.524843, total_loss = 1.443799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63727, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732722), count: 4, class_loss = 0.868352, iou_loss = 0.308213, total_loss = 1.176565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63731, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.710872), count: 4, class_loss = 0.912604, iou_loss = 0.429255, total_loss = 1.341858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63735, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.855434), count: 4, class_loss = 0.725974, iou_loss = 0.254232, total_loss = 0.980206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63739, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.699747), count: 4, class_loss = 0.962374, iou_loss = 0.216079, total_loss = 1.178453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63743, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.752927), count: 4, class_loss = 0.934217, iou_loss = 0.348599, total_loss = 1.282816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63747, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.677255), count: 4, class_loss = 0.911393, iou_loss = 0.384682, total_loss = 1.296075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63751, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.671101), count: 4, class_loss = 0.968218, iou_loss = 0.430501, total_loss = 1.398720 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63755, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.620519), count: 4, class_loss = 0.942869, iou_loss = 0.415055, total_loss = 1.357924 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63759, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.738997), count: 4, class_loss = 0.924882, iou_loss = 0.239184, total_loss = 1.164066 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63763, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.716997), count: 4, class_loss = 0.979478, iou_loss = 0.296439, total_loss = 1.275917 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63767, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.762312), count: 4, class_loss = 0.828430, iou_loss = 0.310935, total_loss = 1.139365 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63771, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.627886), count: 4, class_loss = 0.872605, iou_loss = 0.385141, total_loss = 1.257746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63775, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.800460), count: 4, class_loss = 0.838450, iou_loss = 0.189472, total_loss = 1.027922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63779, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725723), count: 4, class_loss = 0.904212, iou_loss = 0.296993, total_loss = 1.201204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63783, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719362), count: 4, class_loss = 0.834448, iou_loss = 0.260222, total_loss = 1.094670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63787, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;998/1000: loss=0.6 hours left=0.2\u0007\n",
            " 998: 0.613042, 0.601303 avg loss, 0.000992 rate, 1.707957 seconds, 63872 images, 0.206805 hours left\n",
            "Loaded: 5.758129 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.734839), count: 4, class_loss = 0.717706, iou_loss = 0.193686, total_loss = 0.911392 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63791, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.791655), count: 4, class_loss = 0.896285, iou_loss = 0.281995, total_loss = 1.178280 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63795, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.725603), count: 4, class_loss = 0.813797, iou_loss = 0.396538, total_loss = 1.210335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63799, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.759045), count: 4, class_loss = 0.853223, iou_loss = 0.292441, total_loss = 1.145664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63803, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.776103), count: 4, class_loss = 0.833290, iou_loss = 0.222607, total_loss = 1.055897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63807, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.714693), count: 4, class_loss = 0.886701, iou_loss = 0.473953, total_loss = 1.360654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63811, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.827222), count: 4, class_loss = 0.922522, iou_loss = 0.255630, total_loss = 1.178151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63815, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.782326), count: 4, class_loss = 0.778273, iou_loss = 0.281774, total_loss = 1.060047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63819, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.742220), count: 4, class_loss = 0.967074, iou_loss = 0.292071, total_loss = 1.259145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63823, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.719373), count: 4, class_loss = 0.916263, iou_loss = 0.291934, total_loss = 1.208197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63827, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.698015), count: 4, class_loss = 0.959115, iou_loss = 0.162730, total_loss = 1.121845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63831, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684508), count: 4, class_loss = 0.955417, iou_loss = 0.250978, total_loss = 1.206395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63835, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.727545), count: 4, class_loss = 0.761188, iou_loss = 0.218561, total_loss = 0.979749 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63839, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.661367), count: 4, class_loss = 0.875111, iou_loss = 0.420152, total_loss = 1.295263 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63843, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.819627), count: 4, class_loss = 0.922551, iou_loss = 0.325725, total_loss = 1.248276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63847, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.830018), count: 4, class_loss = 0.915813, iou_loss = 0.367161, total_loss = 1.282975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63851, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;999/1000: loss=0.6 hours left=0.2\u0007\n",
            " 999: 0.584447, 0.599618 avg loss, 0.000996 rate, 1.805047 seconds, 63936 images, 0.204778 hours left\n",
            "Loaded: 4.641731 seconds - performance bottleneck on CPU or Disk HDD/SSD\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.760837), count: 4, class_loss = 0.922696, iou_loss = 0.304423, total_loss = 1.227119 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63855, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.732540), count: 4, class_loss = 0.969193, iou_loss = 0.218416, total_loss = 1.187609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63859, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.723616), count: 4, class_loss = 0.912900, iou_loss = 0.359481, total_loss = 1.272381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63863, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.729836), count: 4, class_loss = 0.841631, iou_loss = 0.391960, total_loss = 1.233591 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63867, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.627156), count: 4, class_loss = 0.994446, iou_loss = 0.394663, total_loss = 1.389109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63871, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.717787), count: 4, class_loss = 0.836267, iou_loss = 0.403746, total_loss = 1.240014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63875, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.778721), count: 4, class_loss = 0.983219, iou_loss = 0.342890, total_loss = 1.326109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63879, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.738757), count: 4, class_loss = 0.958241, iou_loss = 0.272560, total_loss = 1.230801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63883, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.637084), count: 4, class_loss = 0.859817, iou_loss = 0.554158, total_loss = 1.413975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63887, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.834491), count: 4, class_loss = 0.898490, iou_loss = 0.278150, total_loss = 1.176639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63891, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.684328), count: 4, class_loss = 0.920829, iou_loss = 0.356221, total_loss = 1.277050 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63895, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.695654), count: 4, class_loss = 0.830375, iou_loss = 0.380817, total_loss = 1.211193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63899, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.731187), count: 4, class_loss = 0.634937, iou_loss = 0.386058, total_loss = 1.020995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63903, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.775739), count: 4, class_loss = 1.089588, iou_loss = 0.383541, total_loss = 1.473128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63907, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.667043), count: 4, class_loss = 0.900110, iou_loss = 0.412271, total_loss = 1.312382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63911, rewritten_bbox = 0.000000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 16 Avg (IOU: 0.761504), count: 4, class_loss = 1.188153, iou_loss = 0.365807, total_loss = 1.553960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 23 Avg (IOU: 0.000000), count: 1, class_loss = 0.000002, iou_loss = 0.000000, total_loss = 0.000002 \n",
            " total_bbox = 63915, rewritten_bbox = 0.000000 % \n",
            "\u001b]2;1000/1000: loss=0.6 hours left=0.2\u0007\n",
            " 1000: 0.642065, 0.603862 avg loss, 0.001000 rate, 1.842530 seconds, 64000 images, 0.202751 hours left\n",
            "Saving weights to /content/gdrive/MyDrive/yolov3tiny-update/yolov3_training_1000.weights\n",
            "Saving weights to /content/gdrive/MyDrive/yolov3tiny-update/yolov3_training_last.weights\n",
            "Saving weights to /content/gdrive/MyDrive/yolov3tiny-update/yolov3_training_final.weights\n",
            "If you want to train from the beginning, then use flag in the end of training command: -clear \n"
          ]
        }
      ]
    }
  ]
}