{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "Training_YOLO.ipynb",
"provenance": [],
"collapsed_sections": [],
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
""
]
},
{
"cell_type": "code",
"metadata": {
"id": "rSiUGMxBfuoQ",
"outputId": "f14bcb35-5609-45c3-da89-ce165b2ec730",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"import os\n",
"if not os.path.exists('darknet'):\n",
" !git clone https://github.com/AlexeyAB/darknet\n",
" %cd darknet\n",
" !sed -i 's/OPENCV=0/OPENCV=1/' Makefile\n",
" # !!! In case you dont have a GPU, make sure to comment out the below 3 lines !!! #\n",
" !sed -i 's/GPU=0/GPU=1/' Makefile\n",
" !sed -i 's/CUDNN=0/CUDNN=1/' Makefile\n",
" !sed -i 's/CUDNN_HALF=0/CUDNN_HALF=1/' Makefile\n",
" !make\n",
" !pip install -q torch_snippets\n",
" !wget --quiet https://www.dropbox.com/s/agmzwk95v96ihic/open-images-bus-trucks.tar.xz\n",
" !tar -xf open-images-bus-trucks.tar.xz\n",
" !rm open-images-bus-trucks.tar.xz\n",
" !wget --quiet https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v3_optimal/yolov4.weights"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Cloning into 'darknet'...\n",
"remote: Enumerating objects: 3, done.\u001b[K\n",
"remote: Counting objects: 100% (3/3), done.\u001b[K\n",
"remote: Compressing objects: 100% (3/3), done.\u001b[K\n",
"remote: Total 14333 (delta 0), reused 0 (delta 0), pack-reused 14330\u001b[K\n",
"Receiving objects: 100% (14333/14333), 12.89 MiB | 24.58 MiB/s, done.\n",
"Resolving deltas: 100% (9776/9776), done.\n",
"/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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/image_opencv.cpp -o obj/image_opencv.o\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_detections_cv_v3(void**, detection*, int, float, char**, image**, int, int)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:926:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Krgb\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
" float \u001b[01;35m\u001b[Krgb\u001b[m\u001b[K[3];\n",
" \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_train_loss(char*, void**, int, float, float, int, int, float, int, char*, float, int, int, double)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1127:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kthis ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’ clause does not guard... [\u001b[01;35m\u001b[K-Wmisleading-indentation\u001b[m\u001b[K]\n",
" \u001b[01;35m\u001b[Kif\u001b[m\u001b[K (iteration_old == 0)\n",
" \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1130:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K...this statement, but the latter is misleadingly indented as if it were guarded by the ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’\n",
" \u001b[01;36m\u001b[Kif\u001b[m\u001b[K (iteration_old != 0){\n",
" \u001b[01;36m\u001b[K^~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid cv_draw_object(image, float*, int, int, int*, float*, int*, int, char**)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1424:14:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbuff\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" char \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K[100];\n",
" \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1400:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kit_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kit_tb_res\u001b[m\u001b[K = cv::createTrackbar(it_trackbar_name, window_name, &it_trackbar_value, 1000);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1404:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Klr_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Klr_tb_res\u001b[m\u001b[K = cv::createTrackbar(lr_trackbar_name, window_name, &lr_trackbar_value, 20);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1408:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcl_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kcl_tb_res\u001b[m\u001b[K = cv::createTrackbar(cl_trackbar_name, window_name, &cl_trackbar_value, classes-1);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/image_opencv.cpp:1411:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbo_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kbo_tb_res\u001b[m\u001b[K = cv::createTrackbar(bo_trackbar_name, window_name, boxonly, 1);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
"g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/http_stream.cpp -o obj/http_stream.o\n",
"In file included from \u001b[01m\u001b[K./src/http_stream.cpp:580:0\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K./src/httplib.h:129:0:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K\"INVALID_SOCKET\" redefined\n",
" #define INVALID_SOCKET (-1)\n",
" \n",
"\u001b[01m\u001b[K./src/http_stream.cpp:73:0:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kthis is the location of the previous definition\n",
" #define INVALID_SOCKET -1\n",
" \n",
"\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool JSON_sender::write(const char*)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:249:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = _write(client, outputbuf, outlen);\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool MJPG_sender::write(const cv::Mat&)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:507:113:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%zu\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" sprintf(head, \"--mjpegstream\\r\\nContent-Type: image/jpeg\\r\\nContent-Length: %zu\\r\\n\\r\\n\", outlen\u001b[01;35m\u001b[K)\u001b[m\u001b[K;\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid set_track_id(detection*, int, float, float, float, int, int, int)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:845:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n",
" for (int i = 0; \u001b[01;35m\u001b[Ki < v.size()\u001b[m\u001b[K; ++i) {\n",
" \u001b[01;35m\u001b[K~~^~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:853:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n",
" for (int old_id = 0; \u001b[01;35m\u001b[Kold_id < old_dets.size()\u001b[m\u001b[K; ++old_id) {\n",
" \u001b[01;35m\u001b[K~~~~~~~^~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:873:31:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n",
" for (int index = 0; \u001b[01;35m\u001b[Kindex < new_dets_num*old_dets.size()\u001b[m\u001b[K; ++index) {\n",
" \u001b[01;35m\u001b[K~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/http_stream.cpp:908:28:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n",
" if (\u001b[01;35m\u001b[Kold_dets_dq.size() > deque_size\u001b[m\u001b[K) old_dets_dq.pop_front();\n",
" \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/gemm.c -o obj/gemm.o\n",
"\u001b[01m\u001b[K./src/gemm.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kconvolution_2d\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/gemm.c:2038:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" const int \u001b[01;35m\u001b[Kout_w\u001b[m\u001b[K = (w + 2 * pad - ksize) / stride + 1; // output_width=input_width for stride=1 and pad=1\n",
" \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/gemm.c:2037:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" const int \u001b[01;35m\u001b[Kout_h\u001b[m\u001b[K = (h + 2 * pad - ksize) / stride + 1; // output_height=input_height for stride=1 and pad=1\n",
" \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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:1039:12:\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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/dark_cuda.c -o obj/dark_cuda.o\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcudnn_check_error_extended\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:224:20:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t {aka enum cudaError}\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kenum \u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wenum-compare\u001b[m\u001b[K]\n",
" if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDNN_STATUS_SUCCESS)\n",
" \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpre_allocate_pinned_memory\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:276:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"pre_allocate: size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB, num_of_blocks = %Iu, block_size = %Iu MB \\n\",\n",
" \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
" \u001b[32m\u001b[Ksize / (1024*1024)\u001b[m\u001b[K, num_of_blocks, pinned_block_size / (1024 * 1024));\n",
" \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K \n",
"\u001b[01m\u001b[K./src/dark_cuda.c:276:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"pre_allocate: size = %Iu MB, num_of_blocks = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K, block_size = %Iu MB \\n\",\n",
" \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:276:82:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"pre_allocate: size = %Iu MB, num_of_blocks = %Iu, block_size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB \\n\",\n",
" \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:286:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {aka const long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\" Allocated \u001b[01;35m\u001b[K%d\u001b[m\u001b[K pinned block \\n\", pinned_block_size);\n",
" \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcuda_make_array_pinned_preallocated\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:307:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"\\n Pinned block_id = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, filled = %f %% \\n\", pinned_block_id, filled);\n",
" \u001b[01;35m\u001b[K~^\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:322:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"Try to allocate new pinned memory, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n",
" \u001b[01;35m\u001b[K~^\u001b[m\u001b[K \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/dark_cuda.c:328:63:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wformat=\u001b[m\u001b[K]\n",
" printf(\"Try to allocate new pinned BLOCK, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n",
" \u001b[01;35m\u001b[K~^\u001b[m\u001b[K \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
" \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/convolutional_layer.c -o obj/convolutional_layer.o\n",
"\u001b[01m\u001b[K./src/convolutional_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_convolutional_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/convolutional_layer.c:1337:32:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kt_intput_size\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" size_t \u001b[01;35m\u001b[Kt_intput_size\u001b[m\u001b[K = binary_transpose_align_input(k, n, state.workspace, &l.t_bit_input, ldb_align, l.bit_align);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/network.c -o obj/network.o\n",
"\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_network\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/network.c:615:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Knet->input_pinned_cpu, size * sizeof(float), cudaHostRegisterMapped))\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/network.c:1\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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:1669:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Knet.input_pinned_cpu, size * sizeof(float), cudaHostRegisterMapped)) net.input_pinned_cpu_flag = 1;\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/activation_layer.h:4\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/parser.c:6\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kget_classes_multipliers\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/parser.c:428:29:\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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/detector.c -o obj/detector.o\n",
"\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kprint_cocos\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/detector.c:478:29:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat not a string literal and no format arguments [\u001b[01;35m\u001b[K-Wformat-security\u001b[m\u001b[K]\n",
" fprintf(fp, \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K);\n",
" \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Keliminate_bdd\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/detector.c:571:21:\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:692:13:\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:690:13:\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:1323:15:\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:1322:15:\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:1857:19:\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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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:205:68:\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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/demo.c -o obj/demo.o\n",
"\u001b[01m\u001b[K./src/demo.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdetect_in_thread\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/demo.c:100:16:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kprediction\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" float *\u001b[01;35m\u001b[Kprediction\u001b[m\u001b[K = network_predict(net, X);\n",
" \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/demo.c:98:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" layer \u001b[01;35m\u001b[Kl\u001b[m\u001b[K = net.layers[net.n - 1];\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/region_layer.c -o obj/region_layer.o\n",
"\u001b[01m\u001b[K./src/region_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_region_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/region_layer.c:59:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kold_h\u001b[m\u001b[K = l->h;\n",
" \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/region_layer.c:58:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K-Wunused-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kold_w\u001b[m\u001b[K = l->w;\n",
" \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/yolo_layer.c: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:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_yolo_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/yolo_layer.c: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:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/yolo_layer.c: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:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_yolo_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/yolo_layer.c:394:25:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kbest_match_t\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
" int \u001b[01;35m\u001b[Kbest_match_t\u001b[m\u001b[K = 0;\n",
" \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/gaussian_yolo_layer.c -o obj/gaussian_yolo_layer.o\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_gaussian_yolo_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:71:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.output, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:78:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl.delta, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_gaussian_yolo_layer\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:110:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->output, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:119:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K-Wincompatible-pointer-types\u001b[m\u001b[K]\n",
" if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&\u001b[m\u001b[Kl->delta, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96:0\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
" from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
"\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:4391:39:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
" extern __host__ cudaError_t CUDARTAPI \u001b[01;36m\u001b[KcudaHostAlloc\u001b[m\u001b[K(void **pHost, size_t size, unsigned int flags);\n",
" \u001b[01;36m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
"gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -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 -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF -c ./src/sam_layer.c -o obj/sam_layer.o\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/convolutional_kernels.cu -o obj/convolutional_kernels.o\n",
"\u001b[01m\u001b[K./src/convolutional_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_convolutional_layer_gpu(convolutional_layer, network_state)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/convolutional_kernels.cu:853:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between signed and unsigned integer expressions [\u001b[01;35m\u001b[K-Wsign-compare\u001b[m\u001b[K]\n",
" \u001b[01;35m\u001b[K if (*state.net.max_output16_size < l.\u001b[m\u001b[Knweights) {\n",
" \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~\u001b[m\u001b[K\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/activation_kernels.cu -o obj/activation_kernels.o\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"./src/activation_kernels.cu(263): warning: variable \"MISH_THRESHOLD\" was declared but never referenced\n",
"\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/im2col_kernels.cu -o obj/im2col_kernels.o\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/col2im_kernels.cu -o obj/col2im_kernels.o\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/blas_kernels.cu -o obj/blas_kernels.o\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1086): warning: variable \"out_index\" was declared but never referenced\n",
"\n",
"./src/blas_kernels.cu(1130): warning: variable \"step\" was set but never used\n",
"\n",
"./src/blas_kernels.cu(1736): warning: variable \"stage_id\" was declared but never referenced\n",
"\n",
"\u001b[01m\u001b[K./src/blas_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_shortcut_multilayer_gpu(int, int, int, int*, float**, float*, float*, float*, float*, int, float*, float**, WEIGHTS_NORMALIZATION_T)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/blas_kernels.cu:1130:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kstep\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
" \u001b[01;35m\u001b[Kint \u001b[m\u001b[Kstep = 0;\n",
" \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/crop_layer_kernels.cu -o obj/crop_layer_kernels.o\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/dropout_layer_kernels.cu -o obj/dropout_layer_kernels.o\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(140): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(245): warning: variable \"cur_scale\" was declared but never referenced\n",
"\n",
"./src/dropout_layer_kernels.cu(262): warning: variable \"block_prob\" was declared but never referenced\n",
"\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/maxpool_layer_kernels.cu -o obj/maxpool_layer_kernels.o\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/network_kernels.cu -o obj/network_kernels.o\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"./src/network_kernels.cu(364): warning: variable \"l\" was declared but never referenced\n",
"\n",
"\u001b[01m\u001b[K./src/network_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfloat train_network_datum_gpu(network, float*, float*)\u001b[m\u001b[K’:\n",
"\u001b[01m\u001b[K./src/network_kernels.cu:364:7:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K-Wunused-but-set-variable\u001b[m\u001b[K]\n",
" \u001b[01;35m\u001b[K \u001b[m\u001b[K layer l = net.layers[net.n - 1];\n",
" \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
"nvcc -gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -gencode arch=compute_70,code=[sm_70,compute_70] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF\" -c ./src/avgpool_layer_kernels.cu -o obj/avgpool_layer_kernels.o\n",
"g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -DCUDNN_HALF -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -DCUDNN_HALF obj/image_opencv.o obj/http_stream.o obj/gemm.o obj/utils.o obj/dark_cuda.o obj/convolutional_layer.o obj/list.o obj/image.o obj/activations.o obj/im2col.o obj/col2im.o obj/blas.o obj/crop_layer.o obj/dropout_layer.o obj/maxpool_layer.o obj/softmax_layer.o obj/data.o obj/matrix.o obj/network.o obj/connected_layer.o obj/cost_layer.o obj/parser.o obj/option_list.o obj/darknet.o obj/detection_layer.o obj/captcha.o obj/route_layer.o obj/writing.o obj/box.o obj/nightmare.o obj/normalization_layer.o obj/avgpool_layer.o obj/coco.o obj/dice.o obj/yolo.o obj/detector.o obj/layer.o obj/compare.o obj/classifier.o obj/local_layer.o obj/swag.o obj/shortcut_layer.o obj/activation_layer.o obj/rnn_layer.o obj/gru_layer.o obj/rnn.o obj/rnn_vid.o obj/crnn_layer.o obj/demo.o obj/tag.o obj/cifar.o obj/go.o obj/batchnorm_layer.o obj/art.o obj/region_layer.o obj/reorg_layer.o obj/reorg_old_layer.o obj/super.o obj/voxel.o obj/tree.o obj/yolo_layer.o obj/gaussian_yolo_layer.o obj/upsample_layer.o obj/lstm_layer.o obj/conv_lstm_layer.o obj/scale_channels_layer.o obj/sam_layer.o obj/convolutional_kernels.o obj/activation_kernels.o obj/im2col_kernels.o obj/col2im_kernels.o obj/blas_kernels.o obj/crop_layer_kernels.o obj/dropout_layer_kernels.o obj/maxpool_layer_kernels.o obj/network_kernels.o obj/avgpool_layer_kernels.o -o darknet -lm -pthread `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv` -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand -L/usr/local/cudnn/lib64 -lcudnn -lstdc++\n",
"\u001b[K |████████████████████████████████| 61kB 4.5MB/s \n",
"\u001b[K |████████████████████████████████| 36.7MB 82kB/s \n",
"\u001b[K |████████████████████████████████| 102kB 13.7MB/s \n",
"\u001b[?25h Building wheel for contextvars (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "yXaDc1ZVf4bX",
"outputId": "40df53b7-d344-4323-eacd-a052b05a0e51",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"!./darknet detector test cfg/coco.data cfg/yolov4.cfg yolov4.weights data/person.jpg"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
" CUDA-version: 10010 (10010), cuDNN: 7.6.5, CUDNN_HALF=1, GPU count: 1 \n",
" CUDNN_HALF=1 \n",
" OpenCV version: 3.2.0\n",
" 0 : compute_capability = 750, cudnn_half = 1, GPU: Tesla T4 \n",
"net.optimized_memory = 0 \n",
"mini_batch = 1, batch = 8, time_steps = 1, train = 0 \n",
" layer filters size/strd(dil) input output\n",
" 0 conv 32 3 x 3/ 1 608 x 608 x 3 -> 608 x 608 x 32 0.639 BF\n",
" 1 conv 64 3 x 3/ 2 608 x 608 x 32 -> 304 x 304 x 64 3.407 BF\n",
" 2 conv 64 1 x 1/ 1 304 x 304 x 64 -> 304 x 304 x 64 0.757 BF\n",
" 3 route 1 \t\t -> 304 x 304 x 64 \n",
" 4 conv 64 1 x 1/ 1 304 x 304 x 64 -> 304 x 304 x 64 0.757 BF\n",
" 5 conv 32 1 x 1/ 1 304 x 304 x 64 -> 304 x 304 x 32 0.379 BF\n",
" 6 conv 64 3 x 3/ 1 304 x 304 x 32 -> 304 x 304 x 64 3.407 BF\n",
" 7 Shortcut Layer: 4, wt = 0, wn = 0, outputs: 304 x 304 x 64 0.006 BF\n",
" 8 conv 64 1 x 1/ 1 304 x 304 x 64 -> 304 x 304 x 64 0.757 BF\n",
" 9 route 8 2 \t -> 304 x 304 x 128 \n",
" 10 conv 64 1 x 1/ 1 304 x 304 x 128 -> 304 x 304 x 64 1.514 BF\n",
" 11 conv 128 3 x 3/ 2 304 x 304 x 64 -> 152 x 152 x 128 3.407 BF\n",
" 12 conv 64 1 x 1/ 1 152 x 152 x 128 -> 152 x 152 x 64 0.379 BF\n",
" 13 route 11 \t\t -> 152 x 152 x 128 \n",
" 14 conv 64 1 x 1/ 1 152 x 152 x 128 -> 152 x 152 x 64 0.379 BF\n",
" 15 conv 64 1 x 1/ 1 152 x 152 x 64 -> 152 x 152 x 64 0.189 BF\n",
" 16 conv 64 3 x 3/ 1 152 x 152 x 64 -> 152 x 152 x 64 1.703 BF\n",
" 17 Shortcut Layer: 14, wt = 0, wn = 0, outputs: 152 x 152 x 64 0.001 BF\n",
" 18 conv 64 1 x 1/ 1 152 x 152 x 64 -> 152 x 152 x 64 0.189 BF\n",
" 19 conv 64 3 x 3/ 1 152 x 152 x 64 -> 152 x 152 x 64 1.703 BF\n",
" 20 Shortcut Layer: 17, wt = 0, wn = 0, outputs: 152 x 152 x 64 0.001 BF\n",
" 21 conv 64 1 x 1/ 1 152 x 152 x 64 -> 152 x 152 x 64 0.189 BF\n",
" 22 route 21 12 \t -> 152 x 152 x 128 \n",
" 23 conv 128 1 x 1/ 1 152 x 152 x 128 -> 152 x 152 x 128 0.757 BF\n",
" 24 conv 256 3 x 3/ 2 152 x 152 x 128 -> 76 x 76 x 256 3.407 BF\n",
" 25 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 26 route 24 \t\t -> 76 x 76 x 256 \n",
" 27 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 28 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 29 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 30 Shortcut Layer: 27, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 31 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 32 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 33 Shortcut Layer: 30, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 34 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 35 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 36 Shortcut Layer: 33, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 37 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 38 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 39 Shortcut Layer: 36, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 40 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 41 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 42 Shortcut Layer: 39, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 43 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 44 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 45 Shortcut Layer: 42, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 46 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 47 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 48 Shortcut Layer: 45, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 49 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 50 conv 128 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 128 1.703 BF\n",
" 51 Shortcut Layer: 48, wt = 0, wn = 0, outputs: 76 x 76 x 128 0.001 BF\n",
" 52 conv 128 1 x 1/ 1 76 x 76 x 128 -> 76 x 76 x 128 0.189 BF\n",
" 53 route 52 25 \t -> 76 x 76 x 256 \n",
" 54 conv 256 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 256 0.757 BF\n",
" 55 conv 512 3 x 3/ 2 76 x 76 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 56 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 57 route 55 \t\t -> 38 x 38 x 512 \n",
" 58 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 59 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 60 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 61 Shortcut Layer: 58, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 62 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 63 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 64 Shortcut Layer: 61, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 65 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 66 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 67 Shortcut Layer: 64, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 68 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 69 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 70 Shortcut Layer: 67, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 71 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 72 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 73 Shortcut Layer: 70, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 74 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 75 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 76 Shortcut Layer: 73, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 77 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 78 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 79 Shortcut Layer: 76, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 80 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 81 conv 256 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 256 1.703 BF\n",
" 82 Shortcut Layer: 79, wt = 0, wn = 0, outputs: 38 x 38 x 256 0.000 BF\n",
" 83 conv 256 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 256 0.189 BF\n",
" 84 route 83 56 \t -> 38 x 38 x 512 \n",
" 85 conv 512 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 512 0.757 BF\n",
" 86 conv 1024 3 x 3/ 2 38 x 38 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 87 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 88 route 86 \t\t -> 19 x 19 x1024 \n",
" 89 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 90 conv 512 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.189 BF\n",
" 91 conv 512 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x 512 1.703 BF\n",
" 92 Shortcut Layer: 89, wt = 0, wn = 0, outputs: 19 x 19 x 512 0.000 BF\n",
" 93 conv 512 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.189 BF\n",
" 94 conv 512 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x 512 1.703 BF\n",
" 95 Shortcut Layer: 92, wt = 0, wn = 0, outputs: 19 x 19 x 512 0.000 BF\n",
" 96 conv 512 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.189 BF\n",
" 97 conv 512 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x 512 1.703 BF\n",
" 98 Shortcut Layer: 95, wt = 0, wn = 0, outputs: 19 x 19 x 512 0.000 BF\n",
" 99 conv 512 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.189 BF\n",
" 100 conv 512 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x 512 1.703 BF\n",
" 101 Shortcut Layer: 98, wt = 0, wn = 0, outputs: 19 x 19 x 512 0.000 BF\n",
" 102 conv 512 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.189 BF\n",
" 103 route 102 87 \t -> 19 x 19 x1024 \n",
" 104 conv 1024 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x1024 0.757 BF\n",
" 105 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 106 conv 1024 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 107 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 108 max 5x 5/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.005 BF\n",
" 109 route 107 \t\t -> 19 x 19 x 512 \n",
" 110 max 9x 9/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.015 BF\n",
" 111 route 107 \t\t -> 19 x 19 x 512 \n",
" 112 max 13x13/ 1 19 x 19 x 512 -> 19 x 19 x 512 0.031 BF\n",
" 113 route 112 110 108 107 \t -> 19 x 19 x2048 \n",
" 114 conv 512 1 x 1/ 1 19 x 19 x2048 -> 19 x 19 x 512 0.757 BF\n",
" 115 conv 1024 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 116 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 117 conv 256 1 x 1/ 1 19 x 19 x 512 -> 19 x 19 x 256 0.095 BF\n",
" 118 upsample 2x 19 x 19 x 256 -> 38 x 38 x 256\n",
" 119 route 85 \t\t -> 38 x 38 x 512 \n",
" 120 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 121 route 120 118 \t -> 38 x 38 x 512 \n",
" 122 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 123 conv 512 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 124 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 125 conv 512 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 126 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 127 conv 128 1 x 1/ 1 38 x 38 x 256 -> 38 x 38 x 128 0.095 BF\n",
" 128 upsample 2x 38 x 38 x 128 -> 76 x 76 x 128\n",
" 129 route 54 \t\t -> 76 x 76 x 256 \n",
" 130 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 131 route 130 128 \t -> 76 x 76 x 256 \n",
" 132 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 133 conv 256 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BF\n",
" 134 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 135 conv 256 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BF\n",
" 136 conv 128 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BF\n",
" 137 conv 256 3 x 3/ 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BF\n",
" 138 conv 255 1 x 1/ 1 76 x 76 x 256 -> 76 x 76 x 255 0.754 BF\n",
" 139 yolo\n",
"[yolo] params: iou loss: ciou (4), iou_norm: 0.07, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.20\n",
"nms_kind: greedynms (1), beta = 0.600000 \n",
" 140 route 136 \t\t -> 76 x 76 x 128 \n",
" 141 conv 256 3 x 3/ 2 76 x 76 x 128 -> 38 x 38 x 256 0.852 BF\n",
" 142 route 141 126 \t -> 38 x 38 x 512 \n",
" 143 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 144 conv 512 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 145 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 146 conv 512 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 147 conv 256 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BF\n",
" 148 conv 512 3 x 3/ 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BF\n",
" 149 conv 255 1 x 1/ 1 38 x 38 x 512 -> 38 x 38 x 255 0.377 BF\n",
" 150 yolo\n",
"[yolo] params: iou loss: ciou (4), iou_norm: 0.07, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.10\n",
"nms_kind: greedynms (1), beta = 0.600000 \n",
" 151 route 147 \t\t -> 38 x 38 x 256 \n",
" 152 conv 512 3 x 3/ 2 38 x 38 x 256 -> 19 x 19 x 512 0.852 BF\n",
" 153 route 152 116 \t -> 19 x 19 x1024 \n",
" 154 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 155 conv 1024 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 156 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 157 conv 1024 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 158 conv 512 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BF\n",
" 159 conv 1024 3 x 3/ 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BF\n",
" 160 conv 255 1 x 1/ 1 19 x 19 x1024 -> 19 x 19 x 255 0.189 BF\n",
" 161 yolo\n",
"[yolo] params: iou loss: ciou (4), iou_norm: 0.07, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.05\n",
"nms_kind: greedynms (1), beta = 0.600000 \n",
"Total BFLOPS 128.459 \n",
"avg_outputs = 1068395 \n",
" Allocate additional workspace_size = 52.43 MB \n",
"Loading weights from yolov4.weights...\n",
" seen 64, trained: 32032 K-images (500 Kilo-batches_64) \n",
"Done! Loaded 162 layers from weights-file \n",
" Detection layer: 139 - type = 28 \n",
" Detection layer: 150 - type = 28 \n",
" Detection layer: 161 - type = 28 \n",
"data/person.jpg: Predicted in 54.624000 milli-seconds.\n",
"dog: 99%\n",
"person: 100%\n",
"horse: 98%\n",
"Unable to init server: Could not connect: Connection refused\n",
"\n",
"(predictions:1180): Gtk-\u001b[1;33mWARNING\u001b[0m **: \u001b[34m10:30:32.437\u001b[0m: cannot open display: \n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "cGC9JimSgqjU",
"outputId": "5a31b0d2-7b85-4421-a66a-74501ae1a290",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
}
},
"source": [
"%%writefile data/obj.names\n",
"bus\n",
"truck"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Writing data/obj.names\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "856G9No2gsUh",
"outputId": "9ad56759-f849-447e-e4ea-5fb744c4d68c",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
}
},
"source": [
"%%writefile data/obj.data\n",
"classes = 2\n",
"train = data/train.txt\n",
"valid = data/val.txt\n",
"names = data/obj.names\n",
"backup = backup/"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Writing data/obj.data\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "kGVALMhdguOJ"
},
"source": [
"!mkdir -p data/obj\n",
"!cp -r open-images-bus-trucks/images/* data/obj/\n",
"!cp -r open-images-bus-trucks/yolo_labels/all/{train,val}.txt data/\n",
"!cp -r open-images-bus-trucks/yolo_labels/all/labels/*.txt data/obj/"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "VqUxBoqdgyqY"
},
"source": [
"# create a copy of existing configuration and modify it in place\n",
"!cp cfg/yolov4-tiny-custom.cfg cfg/yolov4-tiny-bus-trucks.cfg\n",
"# max_batches to 4000 (since the dataset is small enough)\n",
"!sed -i 's/max_batches = 500200/max_batches=4000/' cfg/yolov4-tiny-bus-trucks.cfg\n",
"# number of sub-batches per batch\n",
"!sed -i 's/subdivisions=1/subdivisions=16/' cfg/yolov4-tiny-bus-trucks.cfg\n",
"# number of batches after which learning rate is decayed\n",
"!sed -i 's/steps=400000,450000/steps=3200,3600/' cfg/yolov4-tiny-bus-trucks.cfg\n",
"# number of classes is 2 as opposed to 80 (which is the number of COCO classes)\n",
"!sed -i 's/classes=80/classes=2/g' cfg/yolov4-tiny-bus-trucks.cfg\n",
"# in the classification and regression heads, change number of output convolution filters\n",
"# from 255 -> 21 and 57 -> 33, since we have fewer classes we don't need as many filters\n",
"!sed -i 's/filters=255/filters=21/g' cfg/yolov4-tiny-bus-trucks.cfg\n",
"!sed -i 's/filters=57/filters=33/g' cfg/yolov4-tiny-bus-trucks.cfg"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "mzAvyu9rg1La"
},
"source": [
"!wget --quiet https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v4_pre/yolov4-tiny.conv.29\n",
"!cp yolov4-tiny.conv.29 build/darknet/x64/"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "ygX63Lp4g22E",
"outputId": "aee3e0c8-b0ed-4b7b-a425-a3cc21d274c3",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"!./darknet detector train data/obj.data cfg/yolov4-tiny-bus-trucks.cfg yolov4-tiny.conv.29 -dont_show -mapLastAt"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
" total_bbox = 28861, rewritten_bbox = 0.266796 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.253837, GIOU: 0.226252), Class: 0.512278, Obj: 0.035657, No Obj: 0.003119, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.006398, iou_loss = 0.030554, total_loss = 1.036951 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.272861, GIOU: 0.124810), Class: 0.489438, Obj: 0.001360, No Obj: 0.001263, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.592821, iou_loss = 0.524624, total_loss = 2.117445 \n",
" total_bbox = 28868, rewritten_bbox = 0.266731 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.441726, GIOU: 0.394106), Class: 0.537547, Obj: 0.008450, No Obj: 0.002911, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.765674, iou_loss = 0.170821, total_loss = 1.936495 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.533825, GIOU: 0.491214), Class: 0.521896, Obj: 0.012841, No Obj: 0.001172, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.368438, iou_loss = 0.671705, total_loss = 1.040143 \n",
" total_bbox = 28874, rewritten_bbox = 0.266676 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382269, GIOU: 0.309470), Class: 0.629325, Obj: 0.042290, No Obj: 0.003029, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.565169, iou_loss = 0.080733, total_loss = 1.645902 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.365048, GIOU: 0.285791), Class: 0.571612, Obj: 0.011964, No Obj: 0.001190, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.358244, iou_loss = 0.044649, total_loss = 0.402892 \n",
" total_bbox = 28880, rewritten_bbox = 0.266620 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.535298, GIOU: 0.535298), Class: 0.499331, Obj: 0.030466, No Obj: 0.003717, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.029361, iou_loss = 0.013425, total_loss = 1.042786 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.467882, GIOU: 0.338437), Class: 0.605530, Obj: 0.001293, No Obj: 0.001252, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.338981, iou_loss = 0.098903, total_loss = 0.437884 \n",
" total_bbox = 28884, rewritten_bbox = 0.266584 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.470582, GIOU: 0.441136), Class: 0.371564, Obj: 0.015112, No Obj: 0.003044, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.201463, iou_loss = 0.018884, total_loss = 1.220347 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.723136, GIOU: 0.707338), Class: 0.313135, Obj: 0.017850, No Obj: 0.001196, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.405795, iou_loss = 0.304098, total_loss = 0.709893 \n",
" total_bbox = 28888, rewritten_bbox = 0.266547 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387959, GIOU: 0.285123), Class: 0.590540, Obj: 0.036874, No Obj: 0.002810, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.691791, iou_loss = 0.047101, total_loss = 1.738892 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.296154, GIOU: 0.214362), Class: 0.339423, Obj: 0.015787, No Obj: 0.001203, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393765, iou_loss = 0.067662, total_loss = 0.461428 \n",
" total_bbox = 28894, rewritten_bbox = 0.266491 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.526562, GIOU: 0.524654), Class: 0.438935, Obj: 0.021853, No Obj: 0.003123, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.560410, iou_loss = 0.056092, total_loss = 1.616503 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.135189, GIOU: 0.135188), Class: 0.279803, Obj: 0.002760, No Obj: 0.001205, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.942092, iou_loss = 0.106651, total_loss = 1.048743 \n",
" total_bbox = 28900, rewritten_bbox = 0.266436 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320022, GIOU: 0.316257), Class: 0.493751, Obj: 0.012688, No Obj: 0.002913, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.496334, iou_loss = 0.012537, total_loss = 1.508871 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001142, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004037, iou_loss = 0.000000, total_loss = 0.004037 \n",
" total_bbox = 28904, rewritten_bbox = 0.266399 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.489614, GIOU: 0.365447), Class: 0.519569, Obj: 0.027149, No Obj: 0.002897, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.442864, iou_loss = 0.030585, total_loss = 1.473449 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001188, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004445, iou_loss = 0.000000, total_loss = 0.004445 \n",
" total_bbox = 28908, rewritten_bbox = 0.266362 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.306132, GIOU: 0.196339), Class: 0.444803, Obj: 0.009835, No Obj: 0.002846, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.130649, iou_loss = 0.007332, total_loss = 1.137981 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.245273, GIOU: -0.010869), Class: 0.537630, Obj: 0.007265, No Obj: 0.001175, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359903, iou_loss = 0.031515, total_loss = 0.391418 \n",
" total_bbox = 28912, rewritten_bbox = 0.266325 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394766, GIOU: 0.339255), Class: 0.441486, Obj: 0.019701, No Obj: 0.003321, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.234875, iou_loss = 0.042199, total_loss = 1.277074 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001153, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004289, iou_loss = 0.000000, total_loss = 0.004289 \n",
" total_bbox = 28915, rewritten_bbox = 0.266298 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.280854, GIOU: 0.257344), Class: 0.412369, Obj: 0.040883, No Obj: 0.003208, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.521522, iou_loss = 0.016498, total_loss = 1.538020 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001157, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004316, iou_loss = 0.000000, total_loss = 0.004316 \n",
" total_bbox = 28919, rewritten_bbox = 0.266261 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 362: 0.934549, 0.937617 avg loss, 0.000045 rate, 0.699102 seconds, 23168 images, 0.733729 hours left\n",
"Loaded: 0.000034 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448610, GIOU: 0.445866), Class: 0.485650, Obj: 0.011371, No Obj: 0.003369, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.923500, iou_loss = 0.051312, total_loss = 1.974813 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.614888, GIOU: 0.585954), Class: 0.667435, Obj: 0.001292, No Obj: 0.001187, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.374570, iou_loss = 1.724198, total_loss = 2.098768 \n",
" total_bbox = 28925, rewritten_bbox = 0.266206 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435136, GIOU: 0.358443), Class: 0.424091, Obj: 0.017206, No Obj: 0.003650, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.483307, iou_loss = 0.012915, total_loss = 1.496221 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001260, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005421, iou_loss = 0.000000, total_loss = 0.005421 \n",
" total_bbox = 28929, rewritten_bbox = 0.266169 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.391600, GIOU: 0.321144), Class: 0.535812, Obj: 0.034205, No Obj: 0.003485, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.412027, iou_loss = 0.064033, total_loss = 1.476060 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.488761, GIOU: 0.421873), Class: 0.509812, Obj: 0.002310, No Obj: 0.001289, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.383464, iou_loss = 0.311149, total_loss = 0.694613 \n",
" total_bbox = 28934, rewritten_bbox = 0.266123 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.180581, GIOU: 0.110969), Class: 0.389600, Obj: 0.005704, No Obj: 0.003073, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.587782, iou_loss = 0.004598, total_loss = 1.592380 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.460108, GIOU: 0.196255), Class: 0.531565, Obj: 0.004338, No Obj: 0.001194, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.771863, iou_loss = 0.385480, total_loss = 1.157343 \n",
" total_bbox = 28940, rewritten_bbox = 0.266068 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.214250, GIOU: 0.153725), Class: 0.388996, Obj: 0.011725, No Obj: 0.002709, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.098289, iou_loss = 0.010231, total_loss = 2.108521 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.395889, GIOU: 0.348407), Class: 0.460599, Obj: 0.003519, No Obj: 0.001169, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.140527, iou_loss = 0.435309, total_loss = 1.575835 \n",
" total_bbox = 28948, rewritten_bbox = 0.265994 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353016, GIOU: 0.353016), Class: 0.528913, Obj: 0.033090, No Obj: 0.003868, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.531164, iou_loss = 0.039120, total_loss = 1.570284 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.255418, GIOU: -0.020225), Class: 0.545577, Obj: 0.002209, No Obj: 0.001255, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.428879, iou_loss = 0.030973, total_loss = 0.459853 \n",
" total_bbox = 28953, rewritten_bbox = 0.265948 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.430717, GIOU: 0.399653), Class: 0.422071, Obj: 0.027147, No Obj: 0.003600, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.358299, iou_loss = 0.247144, total_loss = 2.605443 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001333, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005608, iou_loss = 0.000000, total_loss = 0.005608 \n",
" total_bbox = 28959, rewritten_bbox = 0.265893 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.540863, GIOU: 0.485145), Class: 0.438879, Obj: 0.012542, No Obj: 0.003138, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.183125, iou_loss = 0.042062, total_loss = 1.225187 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.277940, GIOU: 0.061389), Class: 0.591289, Obj: 0.004850, No Obj: 0.001116, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.702684, iou_loss = 0.186999, total_loss = 0.889682 \n",
" total_bbox = 28964, rewritten_bbox = 0.265847 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283700, GIOU: 0.172195), Class: 0.544809, Obj: 0.036974, No Obj: 0.003418, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.291369, iou_loss = 0.025056, total_loss = 1.316424 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001270, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004877, iou_loss = 0.000000, total_loss = 0.004877 \n",
" total_bbox = 28968, rewritten_bbox = 0.265811 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.220989, GIOU: 0.182786), Class: 0.414377, Obj: 0.016286, No Obj: 0.002872, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.691219, iou_loss = 0.018529, total_loss = 1.709748 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001211, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005081, iou_loss = 0.000000, total_loss = 0.005081 \n",
" total_bbox = 28972, rewritten_bbox = 0.265774 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381501, GIOU: 0.371898), Class: 0.506319, Obj: 0.017740, No Obj: 0.003274, .5R: 0.166667, .75R: 0.166667, count: 6, class_loss = 2.197924, iou_loss = 0.050464, total_loss = 2.248388 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.312988, GIOU: 0.080408), Class: 0.460406, Obj: 0.001226, No Obj: 0.001144, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.376165, iou_loss = 0.031775, total_loss = 0.407940 \n",
" total_bbox = 28979, rewritten_bbox = 0.265710 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455090, GIOU: 0.409190), Class: 0.453891, Obj: 0.015117, No Obj: 0.002899, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 2.111001, iou_loss = 0.100150, total_loss = 2.211151 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.150302, GIOU: -0.391976), Class: 0.637772, Obj: 0.003045, No Obj: 0.001151, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.353958, iou_loss = 0.006121, total_loss = 0.360079 \n",
" total_bbox = 28985, rewritten_bbox = 0.265655 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302482, GIOU: 0.173551), Class: 0.545379, Obj: 0.020941, No Obj: 0.003346, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.820899, iou_loss = 0.088818, total_loss = 1.909717 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001188, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004533, iou_loss = 0.000000, total_loss = 0.004533 \n",
" total_bbox = 28990, rewritten_bbox = 0.265609 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399911, GIOU: 0.320562), Class: 0.593815, Obj: 0.038373, No Obj: 0.002798, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.417154, iou_loss = 0.042938, total_loss = 1.460092 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001151, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004526, iou_loss = 0.000000, total_loss = 0.004526 \n",
" total_bbox = 28994, rewritten_bbox = 0.265572 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.335900, GIOU: 0.305574), Class: 0.451781, Obj: 0.061313, No Obj: 0.003717, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.462179, iou_loss = 0.009912, total_loss = 1.472090 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001245, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005273, iou_loss = 0.000000, total_loss = 0.005273 \n",
" total_bbox = 28998, rewritten_bbox = 0.265536 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.533936, GIOU: 0.449403), Class: 0.385543, Obj: 0.054549, No Obj: 0.002931, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.587392, iou_loss = 0.028086, total_loss = 1.615478 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.196722, GIOU: -0.253225), Class: 0.692551, Obj: 0.001082, No Obj: 0.001168, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.323836, iou_loss = 0.012713, total_loss = 0.336549 \n",
" total_bbox = 29003, rewritten_bbox = 0.265490 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 363: 1.010213, 0.944876 avg loss, 0.000045 rate, 0.760841 seconds, 23232 images, 0.733457 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312688, GIOU: 0.159817), Class: 0.611701, Obj: 0.015594, No Obj: 0.003482, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.514331, iou_loss = 0.017600, total_loss = 1.531931 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.322909, GIOU: 0.188215), Class: 0.679236, Obj: 0.011664, No Obj: 0.001412, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.718729, iou_loss = 0.136318, total_loss = 0.855047 \n",
" total_bbox = 29009, rewritten_bbox = 0.265435 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.508940, GIOU: 0.502069), Class: 0.608322, Obj: 0.053780, No Obj: 0.003066, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.273480, iou_loss = 0.069244, total_loss = 1.342724 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.412381, GIOU: 0.287393), Class: 0.645963, Obj: 0.003086, No Obj: 0.001139, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.383510, iou_loss = 0.288727, total_loss = 0.672237 \n",
" total_bbox = 29014, rewritten_bbox = 0.265389 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300554, GIOU: 0.254261), Class: 0.546830, Obj: 0.018743, No Obj: 0.003329, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.352287, iou_loss = 0.010685, total_loss = 1.362973 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001147, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005362, iou_loss = 0.000000, total_loss = 0.005362 \n",
" total_bbox = 29018, rewritten_bbox = 0.265353 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.288257, GIOU: 0.141573), Class: 0.667400, Obj: 0.023303, No Obj: 0.002896, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.326470, iou_loss = 0.020542, total_loss = 1.347013 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.160337, GIOU: -0.348038), Class: 0.272839, Obj: 0.006591, No Obj: 0.001235, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.951658, iou_loss = 0.023948, total_loss = 0.975606 \n",
" total_bbox = 29024, rewritten_bbox = 0.265298 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339541, GIOU: 0.254646), Class: 0.478719, Obj: 0.019631, No Obj: 0.002871, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.444101, iou_loss = 0.025194, total_loss = 1.469295 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001246, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005607, iou_loss = 0.000000, total_loss = 0.005607 \n",
" total_bbox = 29028, rewritten_bbox = 0.265261 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318470, GIOU: 0.294286), Class: 0.495099, Obj: 0.017245, No Obj: 0.003042, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.485141, iou_loss = 0.038315, total_loss = 1.523456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001202, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005115, iou_loss = 0.000000, total_loss = 0.005115 \n",
" total_bbox = 29032, rewritten_bbox = 0.265225 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245807, GIOU: 0.107390), Class: 0.544631, Obj: 0.030266, No Obj: 0.002929, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.396359, iou_loss = 0.005603, total_loss = 1.401963 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.503706, GIOU: 0.394776), Class: 0.496944, Obj: 0.003955, No Obj: 0.001214, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.400818, iou_loss = 0.124905, total_loss = 0.525723 \n",
" total_bbox = 29037, rewritten_bbox = 0.265179 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.426830, GIOU: 0.395980), Class: 0.439137, Obj: 0.028181, No Obj: 0.002903, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.888419, iou_loss = 0.028860, total_loss = 0.917279 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.627812, GIOU: 0.617110), Class: 0.399516, Obj: 0.004640, No Obj: 0.001200, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.813440, iou_loss = 0.507488, total_loss = 1.320928 \n",
" total_bbox = 29041, rewritten_bbox = 0.265142 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.264163, GIOU: 0.073018), Class: 0.668640, Obj: 0.059361, No Obj: 0.003208, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.177292, iou_loss = 0.022350, total_loss = 1.199642 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001144, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004145, iou_loss = 0.000000, total_loss = 0.004145 \n",
" total_bbox = 29045, rewritten_bbox = 0.265106 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.306181, GIOU: 0.172895), Class: 0.677122, Obj: 0.033545, No Obj: 0.003040, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.946061, iou_loss = 0.031798, total_loss = 0.977859 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.346791, GIOU: 0.198701), Class: 0.405105, Obj: 0.006949, No Obj: 0.001220, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.874669, iou_loss = 0.168814, total_loss = 1.043483 \n",
" total_bbox = 29050, rewritten_bbox = 0.265060 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.487852, GIOU: 0.423843), Class: 0.564627, Obj: 0.064046, No Obj: 0.003262, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.411049, iou_loss = 0.101918, total_loss = 1.512966 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.191656, GIOU: 0.110409), Class: 0.720956, Obj: 0.004828, No Obj: 0.001265, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.657558, iou_loss = 0.890713, total_loss = 1.548271 \n",
" total_bbox = 29056, rewritten_bbox = 0.265005 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254683, GIOU: -0.013937), Class: 0.623988, Obj: 0.012776, No Obj: 0.003238, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.682979, iou_loss = 0.002731, total_loss = 0.685710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.449065, GIOU: 0.342829), Class: 0.515673, Obj: 0.008408, No Obj: 0.001330, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.591171, iou_loss = 1.374432, total_loss = 3.965603 \n",
" total_bbox = 29065, rewritten_bbox = 0.264923 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427216, GIOU: 0.305240), Class: 0.475071, Obj: 0.025716, No Obj: 0.003106, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.649013, iou_loss = 0.063712, total_loss = 1.712725 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.478703, GIOU: 0.379841), Class: 0.513915, Obj: 0.002260, No Obj: 0.001213, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.423911, iou_loss = 0.096804, total_loss = 0.520715 \n",
" total_bbox = 29070, rewritten_bbox = 0.264878 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.282894, GIOU: 0.084293), Class: 0.534053, Obj: 0.021566, No Obj: 0.002748, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.789716, iou_loss = 0.073662, total_loss = 1.863378 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.412363, GIOU: 0.355915), Class: 0.519473, Obj: 0.006008, No Obj: 0.001289, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.785364, iou_loss = 1.164175, total_loss = 2.949539 \n",
" total_bbox = 29080, rewritten_bbox = 0.264787 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332170, GIOU: 0.332170), Class: 0.580713, Obj: 0.027204, No Obj: 0.003128, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.989604, iou_loss = 0.039565, total_loss = 1.029169 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.234086, GIOU: 0.064691), Class: 0.358324, Obj: 0.010747, No Obj: 0.001233, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.447558, iou_loss = 0.580799, total_loss = 1.028358 \n",
" total_bbox = 29084, rewritten_bbox = 0.264750 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.330655, GIOU: 0.305707), Class: 0.454943, Obj: 0.023768, No Obj: 0.003410, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.806742, iou_loss = 0.031136, total_loss = 1.837878 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001172, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004618, iou_loss = 0.000000, total_loss = 0.004618 \n",
" total_bbox = 29089, rewritten_bbox = 0.264705 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 364: 0.984730, 0.948862 avg loss, 0.000046 rate, 0.726639 seconds, 23296 images, 0.733809 hours left\n",
"Loaded: 0.000063 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.476838, GIOU: 0.451699), Class: 0.531154, Obj: 0.038520, No Obj: 0.002611, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.016373, iou_loss = 0.073447, total_loss = 1.089820 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.061297, GIOU: 0.061298), Class: 0.517293, Obj: 0.003786, No Obj: 0.001165, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.429719, iou_loss = 0.004771, total_loss = 0.434490 \n",
" total_bbox = 29093, rewritten_bbox = 0.264668 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.220251, GIOU: 0.029941), Class: 0.337150, Obj: 0.017551, No Obj: 0.003560, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.670733, iou_loss = 0.012505, total_loss = 1.683238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001092, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003866, iou_loss = 0.000000, total_loss = 0.003866 \n",
" total_bbox = 29097, rewritten_bbox = 0.264632 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398441, GIOU: 0.398441), Class: 0.667216, Obj: 0.007073, No Obj: 0.003098, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.292459, iou_loss = 0.052491, total_loss = 1.344950 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.271726, GIOU: -0.015844), Class: 0.517496, Obj: 0.003591, No Obj: 0.001215, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.732693, iou_loss = 1.360245, total_loss = 2.092938 \n",
" total_bbox = 29103, rewritten_bbox = 0.264578 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.189710, GIOU: -0.072540), Class: 0.395620, Obj: 0.014565, No Obj: 0.002883, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.801461, iou_loss = 0.019764, total_loss = 1.821225 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001092, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003888, iou_loss = 0.000000, total_loss = 0.003888 \n",
" total_bbox = 29107, rewritten_bbox = 0.264541 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387292, GIOU: 0.289715), Class: 0.603780, Obj: 0.028189, No Obj: 0.002964, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.830011, iou_loss = 0.056728, total_loss = 1.886739 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001132, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004182, iou_loss = 0.000000, total_loss = 0.004182 \n",
" total_bbox = 29112, rewritten_bbox = 0.264496 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382222, GIOU: 0.372122), Class: 0.395978, Obj: 0.011066, No Obj: 0.002773, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.501620, iou_loss = 0.021885, total_loss = 1.523504 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001185, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005043, iou_loss = 0.000000, total_loss = 0.005043 \n",
" total_bbox = 29116, rewritten_bbox = 0.264459 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409525, GIOU: 0.282844), Class: 0.431296, Obj: 0.041046, No Obj: 0.003336, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.575488, iou_loss = 0.023549, total_loss = 1.599037 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.229842, GIOU: 0.089796), Class: 0.644777, Obj: 0.003831, No Obj: 0.001187, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.058544, iou_loss = 0.551409, total_loss = 1.609952 \n",
" total_bbox = 29123, rewritten_bbox = 0.264396 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.274188, GIOU: 0.023457), Class: 0.384359, Obj: 0.019668, No Obj: 0.003002, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.910987, iou_loss = 0.050086, total_loss = 1.961074 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.533452, GIOU: 0.520417), Class: 0.480175, Obj: 0.005527, No Obj: 0.001181, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.764355, iou_loss = 1.450952, total_loss = 2.215307 \n",
" total_bbox = 29130, rewritten_bbox = 0.264332 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271805, GIOU: -0.025111), Class: 0.509935, Obj: 0.015570, No Obj: 0.003054, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.400644, iou_loss = 0.039796, total_loss = 1.440440 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001202, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005717, iou_loss = 0.000000, total_loss = 0.005717 \n",
" total_bbox = 29134, rewritten_bbox = 0.264296 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.311270, GIOU: 0.302812), Class: 0.462104, Obj: 0.018418, No Obj: 0.003437, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.034231, iou_loss = 0.036954, total_loss = 1.071185 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.240529, GIOU: 0.240529), Class: 0.686696, Obj: 0.010048, No Obj: 0.001140, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.336497, iou_loss = 0.050548, total_loss = 0.387045 \n",
" total_bbox = 29138, rewritten_bbox = 0.264260 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402299, GIOU: 0.402299), Class: 0.563202, Obj: 0.041375, No Obj: 0.003313, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.812441, iou_loss = 0.008502, total_loss = 0.820943 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.307133, GIOU: 0.078472), Class: 0.420539, Obj: 0.000898, No Obj: 0.001122, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.381960, iou_loss = 0.030078, total_loss = 0.412039 \n",
" total_bbox = 29141, rewritten_bbox = 0.264233 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359956, GIOU: 0.338584), Class: 0.412801, Obj: 0.013415, No Obj: 0.002949, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.188323, iou_loss = 0.053492, total_loss = 1.241814 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.373934, GIOU: 0.223260), Class: 0.566083, Obj: 0.002260, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.778106, iou_loss = 0.898099, total_loss = 2.676205 \n",
" total_bbox = 29149, rewritten_bbox = 0.264160 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.310526, GIOU: 0.221342), Class: 0.527886, Obj: 0.012461, No Obj: 0.003255, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.269675, iou_loss = 0.007253, total_loss = 1.276927 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215233, GIOU: -0.027188), Class: 0.608309, Obj: 0.000498, No Obj: 0.001131, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.708808, iou_loss = 0.125730, total_loss = 0.834538 \n",
" total_bbox = 29154, rewritten_bbox = 0.264115 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254056, GIOU: 0.219297), Class: 0.542953, Obj: 0.021018, No Obj: 0.003061, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.123631, iou_loss = 0.011420, total_loss = 2.135051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001086, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003659, iou_loss = 0.000000, total_loss = 0.003659 \n",
" total_bbox = 29160, rewritten_bbox = 0.264060 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275132, GIOU: 0.265928), Class: 0.614730, Obj: 0.024937, No Obj: 0.003309, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.393744, iou_loss = 0.065369, total_loss = 1.459113 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.402679, GIOU: 0.276448), Class: 0.573210, Obj: 0.010622, No Obj: 0.001149, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.186262, iou_loss = 0.312387, total_loss = 1.498649 \n",
" total_bbox = 29167, rewritten_bbox = 0.263997 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292113, GIOU: 0.041211), Class: 0.483187, Obj: 0.010885, No Obj: 0.003077, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.447484, iou_loss = 0.018088, total_loss = 1.465572 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.207372, GIOU: -0.109592), Class: 0.314975, Obj: 0.001897, No Obj: 0.001147, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.458468, iou_loss = 0.043761, total_loss = 0.502229 \n",
" total_bbox = 29172, rewritten_bbox = 0.263952 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 365: 0.982658, 0.952241 avg loss, 0.000046 rate, 0.728106 seconds, 23360 images, 0.733811 hours left\n",
"Loaded: 0.000042 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.272185, GIOU: 0.013247), Class: 0.542558, Obj: 0.064888, No Obj: 0.003423, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.711398, iou_loss = 0.021253, total_loss = 1.732651 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004161, iou_loss = 0.000000, total_loss = 0.004161 \n",
" total_bbox = 29177, rewritten_bbox = 0.263907 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.437112, GIOU: 0.427153), Class: 0.597619, Obj: 0.030032, No Obj: 0.003289, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.309948, iou_loss = 0.029940, total_loss = 1.339888 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.209358, GIOU: -0.187225), Class: 0.610680, Obj: 0.002578, No Obj: 0.001083, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.362519, iou_loss = 0.219514, total_loss = 0.582033 \n",
" total_bbox = 29182, rewritten_bbox = 0.263861 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.553689, GIOU: 0.451352), Class: 0.535534, Obj: 0.021873, No Obj: 0.003415, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.751003, iou_loss = 0.035950, total_loss = 0.786953 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.374223, GIOU: 0.290427), Class: 0.478831, Obj: 0.003118, No Obj: 0.001409, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.375958, iou_loss = 0.440366, total_loss = 0.816324 \n",
" total_bbox = 29185, rewritten_bbox = 0.263834 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380397, GIOU: 0.322765), Class: 0.383863, Obj: 0.008228, No Obj: 0.002908, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.976762, iou_loss = 0.066873, total_loss = 2.043636 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001174, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004652, iou_loss = 0.000000, total_loss = 0.004652 \n",
" total_bbox = 29190, rewritten_bbox = 0.263789 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392882, GIOU: 0.269611), Class: 0.448683, Obj: 0.008650, No Obj: 0.002584, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.046636, iou_loss = 0.051932, total_loss = 2.098567 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.307735, GIOU: 0.307734), Class: 0.637662, Obj: 0.001680, No Obj: 0.001087, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.321727, iou_loss = 0.082740, total_loss = 0.404467 \n",
" total_bbox = 29196, rewritten_bbox = 0.263735 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357196, GIOU: 0.132905), Class: 0.607172, Obj: 0.025178, No Obj: 0.003377, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.241899, iou_loss = 0.016278, total_loss = 1.258177 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001204, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005239, iou_loss = 0.000000, total_loss = 0.005239 \n",
" total_bbox = 29200, rewritten_bbox = 0.263699 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.491018, GIOU: 0.475497), Class: 0.430664, Obj: 0.022972, No Obj: 0.003069, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 2.064499, iou_loss = 0.093361, total_loss = 2.157860 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001179, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004458, iou_loss = 0.000000, total_loss = 0.004458 \n",
" total_bbox = 29205, rewritten_bbox = 0.263653 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.273125, GIOU: 0.167219), Class: 0.526037, Obj: 0.014782, No Obj: 0.002601, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.477616, iou_loss = 0.014372, total_loss = 1.491987 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001194, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005091, iou_loss = 0.000000, total_loss = 0.005091 \n",
" total_bbox = 29209, rewritten_bbox = 0.263617 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413721, GIOU: 0.396140), Class: 0.561283, Obj: 0.028809, No Obj: 0.003001, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.088995, iou_loss = 0.070891, total_loss = 2.159886 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.221485, GIOU: 0.138235), Class: 0.430439, Obj: 0.001011, No Obj: 0.001078, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.416358, iou_loss = 0.029565, total_loss = 0.445923 \n",
" total_bbox = 29216, rewritten_bbox = 0.263554 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.457835, GIOU: 0.378244), Class: 0.386019, Obj: 0.018521, No Obj: 0.002785, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.760373, iou_loss = 0.093097, total_loss = 0.853470 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.123677, GIOU: -0.094998), Class: 0.692628, Obj: 0.004910, No Obj: 0.001131, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.642418, iou_loss = 0.041796, total_loss = 0.684214 \n",
" total_bbox = 29220, rewritten_bbox = 0.263518 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351270, GIOU: 0.274019), Class: 0.351133, Obj: 0.029852, No Obj: 0.003481, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.219425, iou_loss = 0.008988, total_loss = 1.228413 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001198, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004977, iou_loss = 0.000000, total_loss = 0.004977 \n",
" total_bbox = 29223, rewritten_bbox = 0.263491 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302634, GIOU: 0.248300), Class: 0.580239, Obj: 0.021189, No Obj: 0.002705, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.309237, iou_loss = 0.032677, total_loss = 1.341914 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001146, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005351, iou_loss = 0.000000, total_loss = 0.005351 \n",
" total_bbox = 29227, rewritten_bbox = 0.263455 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.416994, GIOU: 0.345724), Class: 0.475087, Obj: 0.015307, No Obj: 0.003075, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.939353, iou_loss = 0.046269, total_loss = 1.985622 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.046216, GIOU: -0.157938), Class: 0.467907, Obj: 0.001813, No Obj: 0.001103, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.375494, iou_loss = 0.278342, total_loss = 0.653836 \n",
" total_bbox = 29233, rewritten_bbox = 0.263401 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.337463, GIOU: 0.233087), Class: 0.550322, Obj: 0.012135, No Obj: 0.002660, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.753425, iou_loss = 0.011227, total_loss = 1.764652 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001073, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003579, iou_loss = 0.000000, total_loss = 0.003579 \n",
" total_bbox = 29238, rewritten_bbox = 0.263356 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.174967, GIOU: 0.035890), Class: 0.528167, Obj: 0.010899, No Obj: 0.002992, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.579985, iou_loss = 0.008244, total_loss = 1.588229 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.219615, GIOU: 0.078250), Class: 0.661517, Obj: 0.001509, No Obj: 0.001108, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359971, iou_loss = 0.045030, total_loss = 0.405001 \n",
" total_bbox = 29243, rewritten_bbox = 0.263311 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.516868, GIOU: 0.460637), Class: 0.424909, Obj: 0.032309, No Obj: 0.003121, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.144394, iou_loss = 0.013157, total_loss = 1.157551 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348172, GIOU: 0.191061), Class: 0.313120, Obj: 0.013466, No Obj: 0.001183, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.414596, iou_loss = 0.107875, total_loss = 0.522471 \n",
" total_bbox = 29247, rewritten_bbox = 0.263275 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 366: 0.873808, 0.944398 avg loss, 0.000047 rate, 0.709191 seconds, 23424 images, 0.733825 hours left\n",
"Loaded: 0.000048 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258775, GIOU: 0.197565), Class: 0.426841, Obj: 0.005835, No Obj: 0.002508, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.303087, iou_loss = 0.090128, total_loss = 2.393214 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.204183, GIOU: -0.110021), Class: 0.447714, Obj: 0.002780, No Obj: 0.001172, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.874095, iou_loss = 1.479473, total_loss = 2.353568 \n",
" total_bbox = 29255, rewritten_bbox = 0.263203 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435768, GIOU: 0.435768), Class: 0.396382, Obj: 0.015201, No Obj: 0.002881, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.977142, iou_loss = 0.022884, total_loss = 2.000026 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001117, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003990, iou_loss = 0.000000, total_loss = 0.003990 \n",
" total_bbox = 29260, rewritten_bbox = 0.263158 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392425, GIOU: 0.292211), Class: 0.415916, Obj: 0.039603, No Obj: 0.002955, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.521301, iou_loss = 0.017578, total_loss = 1.538879 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001137, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004455, iou_loss = 0.000000, total_loss = 0.004455 \n",
" total_bbox = 29264, rewritten_bbox = 0.263122 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.583179, GIOU: 0.503405), Class: 0.550234, Obj: 0.070576, No Obj: 0.003844, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.428811, iou_loss = 0.041341, total_loss = 1.470152 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.831458), Class: 0.511631, Obj: 0.002226, No Obj: 0.001131, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.346285, iou_loss = 0.000131, total_loss = 0.346416 \n",
" total_bbox = 29269, rewritten_bbox = 0.263077 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368638, GIOU: 0.307028), Class: 0.629597, Obj: 0.011403, No Obj: 0.002798, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 1.946490, iou_loss = 0.030199, total_loss = 1.976689 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001075, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003626, iou_loss = 0.000000, total_loss = 0.003626 \n",
" total_bbox = 29275, rewritten_bbox = 0.263023 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358119, GIOU: 0.329268), Class: 0.605673, Obj: 0.020336, No Obj: 0.003511, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.055794, iou_loss = 0.042736, total_loss = 1.098529 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.241109, GIOU: 0.045559), Class: 0.562074, Obj: 0.007999, No Obj: 0.001133, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.760486, iou_loss = 0.930782, total_loss = 1.691268 \n",
" total_bbox = 29280, rewritten_bbox = 0.262978 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.326266, GIOU: 0.319634), Class: 0.472693, Obj: 0.017995, No Obj: 0.002950, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.134662, iou_loss = 0.030087, total_loss = 1.164749 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.369637, GIOU: 0.259551), Class: 0.550443, Obj: 0.034005, No Obj: 0.001124, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.376141, iou_loss = 0.046510, total_loss = 0.422651 \n",
" total_bbox = 29284, rewritten_bbox = 0.262942 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464595, GIOU: 0.415488), Class: 0.441375, Obj: 0.011416, No Obj: 0.003558, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.519132, iou_loss = 0.098138, total_loss = 1.617270 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001204, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005281, iou_loss = 0.000000, total_loss = 0.005281 \n",
" total_bbox = 29288, rewritten_bbox = 0.262906 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.251093, GIOU: 0.239689), Class: 0.509131, Obj: 0.007196, No Obj: 0.002914, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.534610, iou_loss = 0.008466, total_loss = 1.543076 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001184, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004409, iou_loss = 0.000000, total_loss = 0.004409 \n",
" total_bbox = 29292, rewritten_bbox = 0.262870 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.611712, GIOU: 0.599667), Class: 0.511752, Obj: 0.041919, No Obj: 0.003132, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.355451, iou_loss = 0.104894, total_loss = 1.460346 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001166, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004463, iou_loss = 0.000000, total_loss = 0.004463 \n",
" total_bbox = 29296, rewritten_bbox = 0.262835 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389732, GIOU: 0.284249), Class: 0.432276, Obj: 0.010599, No Obj: 0.002845, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.737812, iou_loss = 0.044269, total_loss = 2.782081 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.482310, GIOU: 0.482310), Class: 0.576586, Obj: 0.000978, No Obj: 0.001132, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.337113, iou_loss = 0.644651, total_loss = 0.981764 \n",
" total_bbox = 29304, rewritten_bbox = 0.262763 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.405010, GIOU: 0.401330), Class: 0.438626, Obj: 0.012077, No Obj: 0.002939, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.222245, iou_loss = 0.035283, total_loss = 1.257528 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.441125, GIOU: 0.309991), Class: 0.571793, Obj: 0.001937, No Obj: 0.001054, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347102, iou_loss = 0.079184, total_loss = 0.426286 \n",
" total_bbox = 29308, rewritten_bbox = 0.262727 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.282191, GIOU: 0.026629), Class: 0.504683, Obj: 0.020269, No Obj: 0.003001, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.964235, iou_loss = 0.021599, total_loss = 1.985834 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001237, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005388, iou_loss = 0.000000, total_loss = 0.005388 \n",
" total_bbox = 29313, rewritten_bbox = 0.262682 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477385, GIOU: 0.450187), Class: 0.515815, Obj: 0.016866, No Obj: 0.003020, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.580604, iou_loss = 0.140245, total_loss = 1.720849 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001196, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004678, iou_loss = 0.000000, total_loss = 0.004678 \n",
" total_bbox = 29317, rewritten_bbox = 0.262646 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.363059, GIOU: 0.252272), Class: 0.423056, Obj: 0.024389, No Obj: 0.003188, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.591249, iou_loss = 0.025376, total_loss = 1.616625 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004296, iou_loss = 0.000000, total_loss = 0.004296 \n",
" total_bbox = 29321, rewritten_bbox = 0.262610 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.269628, GIOU: 0.194807), Class: 0.588656, Obj: 0.005508, No Obj: 0.002417, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.764374, iou_loss = 0.047704, total_loss = 1.812078 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.316509, GIOU: 0.259605), Class: 0.526947, Obj: 0.001744, No Obj: 0.001085, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.413331, iou_loss = 1.484688, total_loss = 2.898019 \n",
" total_bbox = 29330, rewritten_bbox = 0.262530 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 367: 0.980922, 0.948050 avg loss, 0.000047 rate, 0.725805 seconds, 23488 images, 0.733646 hours left\n",
"Loaded: 0.000041 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.559317, GIOU: 0.556830), Class: 0.524459, Obj: 0.017354, No Obj: 0.002926, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.831920, iou_loss = 0.048043, total_loss = 0.879964 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.194590, GIOU: 0.087387), Class: 0.547930, Obj: 0.002667, No Obj: 0.001120, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.536205, iou_loss = 2.582464, total_loss = 4.118669 \n",
" total_bbox = 29336, rewritten_bbox = 0.262476 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.229371, GIOU: 0.199769), Class: 0.578351, Obj: 0.028577, No Obj: 0.003043, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.528459, iou_loss = 0.049386, total_loss = 1.577845 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.382786, GIOU: 0.312288), Class: 0.517207, Obj: 0.032059, No Obj: 0.001274, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354027, iou_loss = 0.179329, total_loss = 0.533356 \n",
" total_bbox = 29341, rewritten_bbox = 0.262431 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271836, GIOU: 0.210844), Class: 0.617131, Obj: 0.010530, No Obj: 0.002582, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.988674, iou_loss = 0.011171, total_loss = 0.999846 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.634631, GIOU: 0.599471), Class: 0.361526, Obj: 0.009926, No Obj: 0.001088, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.409765, iou_loss = 0.433241, total_loss = 0.843006 \n",
" total_bbox = 29345, rewritten_bbox = 0.262396 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484680, GIOU: 0.444293), Class: 0.480853, Obj: 0.015060, No Obj: 0.002882, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.689190, iou_loss = 0.054153, total_loss = 2.743343 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001180, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004598, iou_loss = 0.000000, total_loss = 0.004598 \n",
" total_bbox = 29352, rewritten_bbox = 0.262333 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.216434, GIOU: -0.024569), Class: 0.456053, Obj: 0.029606, No Obj: 0.002648, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.134684, iou_loss = 0.013397, total_loss = 1.148081 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.209698, GIOU: -0.213352), Class: 0.323567, Obj: 0.014706, No Obj: 0.001108, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.414597, iou_loss = 0.015215, total_loss = 0.429812 \n",
" total_bbox = 29356, rewritten_bbox = 0.262297 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.606840, GIOU: 0.586996), Class: 0.302768, Obj: 0.019159, No Obj: 0.003032, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.275234, iou_loss = 0.017110, total_loss = 1.292344 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001078, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003730, iou_loss = 0.000000, total_loss = 0.003730 \n",
" total_bbox = 29359, rewritten_bbox = 0.262271 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368398, GIOU: 0.231082), Class: 0.357223, Obj: 0.025973, No Obj: 0.003048, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.208774, iou_loss = 0.024504, total_loss = 2.233278 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.498103, GIOU: 0.496192), Class: 0.525970, Obj: 0.001699, No Obj: 0.001103, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330219, iou_loss = 0.481221, total_loss = 0.811439 \n",
" total_bbox = 29365, rewritten_bbox = 0.262217 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.445945, GIOU: 0.384920), Class: 0.593541, Obj: 0.009603, No Obj: 0.003132, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.188612, iou_loss = 0.197072, total_loss = 2.385684 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.285698, GIOU: 0.178190), Class: 0.424035, Obj: 0.001896, No Obj: 0.001098, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.755611, iou_loss = 1.486614, total_loss = 2.242225 \n",
" total_bbox = 29373, rewritten_bbox = 0.262146 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419988, GIOU: 0.349222), Class: 0.484162, Obj: 0.006390, No Obj: 0.002863, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.532001, iou_loss = 0.024125, total_loss = 1.556127 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001083, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003797, iou_loss = 0.000000, total_loss = 0.003797 \n",
" total_bbox = 29377, rewritten_bbox = 0.262110 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.417593, GIOU: 0.377497), Class: 0.417419, Obj: 0.031253, No Obj: 0.003081, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.208324, iou_loss = 0.011678, total_loss = 1.220002 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.123772, GIOU: 0.082072), Class: 0.415258, Obj: 0.001259, No Obj: 0.001121, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.279276, iou_loss = 4.111019, total_loss = 5.390295 \n",
" total_bbox = 29383, rewritten_bbox = 0.262056 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.341754, GIOU: 0.180184), Class: 0.597185, Obj: 0.028860, No Obj: 0.003143, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.166749, iou_loss = 0.005414, total_loss = 1.172162 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001168, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004379, iou_loss = 0.000000, total_loss = 0.004379 \n",
" total_bbox = 29386, rewritten_bbox = 0.262030 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.540870, GIOU: 0.508116), Class: 0.386498, Obj: 0.018406, No Obj: 0.002932, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 1.667852, iou_loss = 0.073932, total_loss = 1.741784 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.286401, GIOU: 0.109454), Class: 0.232212, Obj: 0.002556, No Obj: 0.001059, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.498036, iou_loss = 0.044309, total_loss = 0.542345 \n",
" total_bbox = 29391, rewritten_bbox = 0.261985 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.264414, GIOU: 0.257178), Class: 0.537748, Obj: 0.024324, No Obj: 0.003289, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.410864, iou_loss = 0.006510, total_loss = 1.417374 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001040, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003440, iou_loss = 0.000000, total_loss = 0.003440 \n",
" total_bbox = 29395, rewritten_bbox = 0.261949 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.192563, GIOU: 0.086570), Class: 0.603018, Obj: 0.039776, No Obj: 0.002883, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.625308, iou_loss = 0.031815, total_loss = 1.657122 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001148, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.008578, iou_loss = 0.000000, total_loss = 0.008578 \n",
" total_bbox = 29400, rewritten_bbox = 0.261905 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374968, GIOU: 0.309071), Class: 0.466904, Obj: 0.019050, No Obj: 0.002900, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.140992, iou_loss = 0.020875, total_loss = 1.161867 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.383353, GIOU: 0.246744), Class: 0.575106, Obj: 0.002459, No Obj: 0.001093, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.787390, iou_loss = 1.682972, total_loss = 2.470363 \n",
" total_bbox = 29405, rewritten_bbox = 0.261860 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359420, GIOU: 0.248754), Class: 0.475156, Obj: 0.012616, No Obj: 0.002803, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.960170, iou_loss = 0.041050, total_loss = 2.001220 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.286525, GIOU: 0.091574), Class: 0.376339, Obj: 0.003021, No Obj: 0.001050, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.424581, iou_loss = 0.024492, total_loss = 0.449073 \n",
" total_bbox = 29411, rewritten_bbox = 0.261807 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 368: 0.989590, 0.952204 avg loss, 0.000048 rate, 0.700420 seconds, 23552 images, 0.733635 hours left\n",
"Loaded: 0.000036 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308322, GIOU: 0.291155), Class: 0.589305, Obj: 0.024259, No Obj: 0.002887, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.016682, iou_loss = 0.058720, total_loss = 2.075402 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001106, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004352, iou_loss = 0.000000, total_loss = 0.004352 \n",
" total_bbox = 29417, rewritten_bbox = 0.261753 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.340923, GIOU: 0.271586), Class: 0.346833, Obj: 0.029189, No Obj: 0.003510, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.753637, iou_loss = 0.021441, total_loss = 1.775078 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.361152, GIOU: 0.348538), Class: 0.506983, Obj: 0.001115, No Obj: 0.001246, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.370388, iou_loss = 0.115126, total_loss = 0.485513 \n",
" total_bbox = 29422, rewritten_bbox = 0.261709 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.311887, GIOU: 0.311696), Class: 0.287149, Obj: 0.018864, No Obj: 0.003117, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.823538, iou_loss = 0.002960, total_loss = 0.826498 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.550025, GIOU: 0.492343), Class: 0.578624, Obj: 0.001974, No Obj: 0.001100, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.673667, iou_loss = 0.357810, total_loss = 1.031477 \n",
" total_bbox = 29426, rewritten_bbox = 0.261673 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.255165, GIOU: 0.175498), Class: 0.486930, Obj: 0.010565, No Obj: 0.002618, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.782195, iou_loss = 0.057515, total_loss = 1.839709 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001135, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005117, iou_loss = 0.000000, total_loss = 0.005117 \n",
" total_bbox = 29431, rewritten_bbox = 0.261629 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.384147, GIOU: 0.356661), Class: 0.510212, Obj: 0.033048, No Obj: 0.003106, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.458196, iou_loss = 0.016958, total_loss = 1.475154 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001066, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003982, iou_loss = 0.000000, total_loss = 0.003982 \n",
" total_bbox = 29435, rewritten_bbox = 0.261593 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.331087, GIOU: 0.320853), Class: 0.574613, Obj: 0.028528, No Obj: 0.003311, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.773651, iou_loss = 0.118511, total_loss = 1.892161 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001186, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004257, iou_loss = 0.000000, total_loss = 0.004257 \n",
" total_bbox = 29440, rewritten_bbox = 0.261549 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.267866, GIOU: 0.124895), Class: 0.462044, Obj: 0.013668, No Obj: 0.002884, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 3.003158, iou_loss = 0.038181, total_loss = 3.041338 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001117, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004119, iou_loss = 0.000000, total_loss = 0.004119 \n",
" total_bbox = 29447, rewritten_bbox = 0.261487 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.483773, GIOU: 0.453336), Class: 0.354207, Obj: 0.062060, No Obj: 0.003192, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.181214, iou_loss = 0.023660, total_loss = 1.204874 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001124, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004348, iou_loss = 0.000000, total_loss = 0.004348 \n",
" total_bbox = 29450, rewritten_bbox = 0.261460 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254015, GIOU: 0.009001), Class: 0.409269, Obj: 0.030367, No Obj: 0.003425, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.384586, iou_loss = 0.020137, total_loss = 2.404723 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.585104, GIOU: 0.559249), Class: 0.704245, Obj: 0.003232, No Obj: 0.001140, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.333894, iou_loss = 0.292064, total_loss = 0.625958 \n",
" total_bbox = 29457, rewritten_bbox = 0.261398 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.227347, GIOU: 0.174628), Class: 0.597211, Obj: 0.011276, No Obj: 0.002418, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.412053, iou_loss = 0.025001, total_loss = 1.437054 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001058, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003853, iou_loss = 0.000000, total_loss = 0.003853 \n",
" total_bbox = 29461, rewritten_bbox = 0.261362 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.303337, GIOU: 0.303337), Class: 0.383455, Obj: 0.048324, No Obj: 0.003077, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.787556, iou_loss = 0.004209, total_loss = 0.791765 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.490767, GIOU: 0.482192), Class: 0.602792, Obj: 0.010359, No Obj: 0.001070, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.688954, iou_loss = 0.783218, total_loss = 1.472172 \n",
" total_bbox = 29465, rewritten_bbox = 0.261327 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413458, GIOU: 0.289556), Class: 0.425569, Obj: 0.013296, No Obj: 0.002880, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.538253, iou_loss = 0.149452, total_loss = 1.687705 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001145, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004209, iou_loss = 0.000000, total_loss = 0.004209 \n",
" total_bbox = 29469, rewritten_bbox = 0.261292 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.261722, GIOU: 0.098986), Class: 0.468104, Obj: 0.042207, No Obj: 0.003013, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.420801, iou_loss = 0.020521, total_loss = 1.441321 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001035, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003423, iou_loss = 0.000000, total_loss = 0.003423 \n",
" total_bbox = 29473, rewritten_bbox = 0.261256 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402546, GIOU: 0.268997), Class: 0.566490, Obj: 0.047809, No Obj: 0.003287, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.800539, iou_loss = 0.047177, total_loss = 1.847716 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.194560, GIOU: -0.116989), Class: 0.565889, Obj: 0.002787, No Obj: 0.001179, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.707528, iou_loss = 0.865990, total_loss = 1.573518 \n",
" total_bbox = 29480, rewritten_bbox = 0.261194 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.503807, GIOU: 0.502006), Class: 0.304095, Obj: 0.020443, No Obj: 0.002880, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.638889, iou_loss = 0.249349, total_loss = 1.888238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.301777, GIOU: 0.198792), Class: 0.588436, Obj: 0.004617, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.724055, iou_loss = 0.849883, total_loss = 1.573938 \n",
" total_bbox = 29486, rewritten_bbox = 0.261141 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313059, GIOU: 0.201079), Class: 0.560143, Obj: 0.018820, No Obj: 0.003024, .5R: 0.125000, .75R: 0.000000, count: 8, class_loss = 2.964318, iou_loss = 0.082387, total_loss = 3.046705 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001108, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003982, iou_loss = 0.000000, total_loss = 0.003982 \n",
" total_bbox = 29494, rewritten_bbox = 0.261070 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 369: 0.985222, 0.955506 avg loss, 0.000048 rate, 0.694538 seconds, 23616 images, 0.733366 hours left\n",
"Loaded: 0.000031 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.520604, GIOU: 0.480288), Class: 0.492619, Obj: 0.056118, No Obj: 0.003295, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.371045, iou_loss = 0.035502, total_loss = 1.406547 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.246042, GIOU: 0.166435), Class: 0.621237, Obj: 0.001495, No Obj: 0.001042, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393197, iou_loss = 0.084159, total_loss = 0.477355 \n",
" total_bbox = 29499, rewritten_bbox = 0.261026 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421658, GIOU: 0.384605), Class: 0.549850, Obj: 0.022463, No Obj: 0.002936, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.796328, iou_loss = 0.178596, total_loss = 1.974923 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001045, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003456, iou_loss = 0.000000, total_loss = 0.003456 \n",
" total_bbox = 29504, rewritten_bbox = 0.260982 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.354823, GIOU: 0.341573), Class: 0.631159, Obj: 0.013152, No Obj: 0.002431, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.394095, iou_loss = 0.062560, total_loss = 1.456655 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.206572, GIOU: 0.047118), Class: 0.486028, Obj: 0.003134, No Obj: 0.001105, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.579143, iou_loss = 0.116480, total_loss = 1.695623 \n",
" total_bbox = 29512, rewritten_bbox = 0.260911 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415357, GIOU: 0.332803), Class: 0.464895, Obj: 0.023074, No Obj: 0.003050, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.518202, iou_loss = 0.097382, total_loss = 2.615584 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.451806, GIOU: 0.451806), Class: 0.386911, Obj: 0.001540, No Obj: 0.001330, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.446213, iou_loss = 0.177953, total_loss = 0.624166 \n",
" total_bbox = 29519, rewritten_bbox = 0.260849 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419499, GIOU: 0.387374), Class: 0.534009, Obj: 0.021896, No Obj: 0.002829, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.621251, iou_loss = 0.012288, total_loss = 1.633539 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.219398, GIOU: -0.185358), Class: 0.442580, Obj: 0.000884, No Obj: 0.001047, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379513, iou_loss = 0.014687, total_loss = 0.394200 \n",
" total_bbox = 29524, rewritten_bbox = 0.260805 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392076, GIOU: 0.392062), Class: 0.389001, Obj: 0.011515, No Obj: 0.002916, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.492235, iou_loss = 0.053817, total_loss = 1.546052 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001037, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003827, iou_loss = 0.000000, total_loss = 0.003827 \n",
" total_bbox = 29528, rewritten_bbox = 0.260769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403339, GIOU: 0.200311), Class: 0.526897, Obj: 0.012431, No Obj: 0.002693, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.078955, iou_loss = 0.056306, total_loss = 1.135262 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.504985, GIOU: 0.446682), Class: 0.316727, Obj: 0.003445, No Obj: 0.001148, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.443087, iou_loss = 0.651097, total_loss = 1.094185 \n",
" total_bbox = 29532, rewritten_bbox = 0.260734 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379336, GIOU: 0.314037), Class: 0.511376, Obj: 0.027103, No Obj: 0.002749, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.604269, iou_loss = 0.014565, total_loss = 1.618834 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001056, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003491, iou_loss = 0.000000, total_loss = 0.003491 \n",
" total_bbox = 29536, rewritten_bbox = 0.260699 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444298, GIOU: 0.389514), Class: 0.522187, Obj: 0.030476, No Obj: 0.002564, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.481337, iou_loss = 0.064180, total_loss = 1.545517 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001127, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004155, iou_loss = 0.000000, total_loss = 0.004155 \n",
" total_bbox = 29540, rewritten_bbox = 0.260664 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359930, GIOU: 0.296226), Class: 0.594848, Obj: 0.018259, No Obj: 0.002652, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.039318, iou_loss = 0.009434, total_loss = 1.048752 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.373044, GIOU: 0.272388), Class: 0.505823, Obj: 0.020041, No Obj: 0.001074, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.433379, iou_loss = 0.081033, total_loss = 0.514411 \n",
" total_bbox = 29544, rewritten_bbox = 0.260628 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317535, GIOU: 0.116412), Class: 0.666386, Obj: 0.034021, No Obj: 0.003160, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.401992, iou_loss = 0.021059, total_loss = 1.423051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001150, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004914, iou_loss = 0.000000, total_loss = 0.004914 \n",
" total_bbox = 29548, rewritten_bbox = 0.260593 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.213187, GIOU: 0.144813), Class: 0.467879, Obj: 0.039672, No Obj: 0.003096, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.415692, iou_loss = 0.042904, total_loss = 1.458597 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.259793, GIOU: 0.100840), Class: 0.371742, Obj: 0.003366, No Obj: 0.001118, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.817332, iou_loss = 1.859921, total_loss = 2.677253 \n",
" total_bbox = 29554, rewritten_bbox = 0.260540 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.257910, GIOU: -0.048642), Class: 0.457408, Obj: 0.025001, No Obj: 0.003348, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.850314, iou_loss = 0.044783, total_loss = 1.895097 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001179, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005144, iou_loss = 0.000000, total_loss = 0.005144 \n",
" total_bbox = 29559, rewritten_bbox = 0.260496 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359197, GIOU: 0.283638), Class: 0.484747, Obj: 0.013435, No Obj: 0.002831, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.851624, iou_loss = 0.094295, total_loss = 1.945919 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.244534, GIOU: 0.216569), Class: 0.571357, Obj: 0.002244, No Obj: 0.001018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.329903, iou_loss = 0.017191, total_loss = 0.347094 \n",
" total_bbox = 29565, rewritten_bbox = 0.260443 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395153, GIOU: 0.392883), Class: 0.501927, Obj: 0.029166, No Obj: 0.003425, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.793842, iou_loss = 0.055948, total_loss = 1.849790 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.133229, GIOU: 0.133229), Class: 0.514447, Obj: 0.002768, No Obj: 0.001081, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.349963, iou_loss = 0.017417, total_loss = 0.367380 \n",
" total_bbox = 29571, rewritten_bbox = 0.260390 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.549724, GIOU: 0.486038), Class: 0.532400, Obj: 0.019509, No Obj: 0.002677, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.115215, iou_loss = 0.016772, total_loss = 1.131987 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.588596, GIOU: 0.523720), Class: 0.387367, Obj: 0.004409, No Obj: 0.001069, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.388618, iou_loss = 0.183188, total_loss = 0.571806 \n",
" total_bbox = 29575, rewritten_bbox = 0.260355 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 370: 0.959406, 0.955896 avg loss, 0.000049 rate, 0.687225 seconds, 23680 images, 0.733038 hours left\n",
"Loaded: 0.000043 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410664, GIOU: 0.407707), Class: 0.583272, Obj: 0.033743, No Obj: 0.002834, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.111721, iou_loss = 0.037884, total_loss = 1.149605 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001143, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004631, iou_loss = 0.000000, total_loss = 0.004631 \n",
" total_bbox = 29578, rewritten_bbox = 0.260329 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.719112, GIOU: 0.698560), Class: 0.429120, Obj: 0.024448, No Obj: 0.003082, .5R: 1.000000, .75R: 0.666667, count: 3, class_loss = 1.181697, iou_loss = 0.061625, total_loss = 1.243322 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.207027, GIOU: -0.158484), Class: 0.547803, Obj: 0.000607, No Obj: 0.001130, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.711164, iou_loss = 0.074690, total_loss = 0.785854 \n",
" total_bbox = 29583, rewritten_bbox = 0.260285 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.408264, GIOU: 0.379512), Class: 0.348537, Obj: 0.021043, No Obj: 0.002887, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.680708, iou_loss = 0.009680, total_loss = 1.690387 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.559902, GIOU: 0.521943), Class: 0.406169, Obj: 0.001824, No Obj: 0.001025, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.466558, iou_loss = 0.221555, total_loss = 0.688113 \n",
" total_bbox = 29588, rewritten_bbox = 0.260241 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.660122, GIOU: 0.652441), Class: 0.561248, Obj: 0.023024, No Obj: 0.003343, .5R: 1.000000, .75R: 0.500000, count: 4, class_loss = 1.324261, iou_loss = 0.054094, total_loss = 1.378354 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001103, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004251, iou_loss = 0.000000, total_loss = 0.004251 \n",
" total_bbox = 29592, rewritten_bbox = 0.260205 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.479131, GIOU: 0.385142), Class: 0.591695, Obj: 0.011684, No Obj: 0.002818, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.709367, iou_loss = 0.068891, total_loss = 1.778258 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001115, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005198, iou_loss = 0.000000, total_loss = 0.005198 \n",
" total_bbox = 29597, rewritten_bbox = 0.260161 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376468, GIOU: 0.140404), Class: 0.601157, Obj: 0.015039, No Obj: 0.002796, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.862139, iou_loss = 0.088446, total_loss = 1.950585 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001245, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004900, iou_loss = 0.000000, total_loss = 0.004900 \n",
" total_bbox = 29602, rewritten_bbox = 0.260118 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387582, GIOU: 0.227746), Class: 0.422724, Obj: 0.015594, No Obj: 0.003029, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.585361, iou_loss = 0.021938, total_loss = 1.607299 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.449411, GIOU: 0.414905), Class: 0.373401, Obj: 0.004423, No Obj: 0.001090, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.429318, iou_loss = 0.133016, total_loss = 0.562334 \n",
" total_bbox = 29607, rewritten_bbox = 0.260074 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370269, GIOU: 0.298928), Class: 0.404783, Obj: 0.032099, No Obj: 0.002971, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.559212, iou_loss = 0.014435, total_loss = 1.573647 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001029, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003546, iou_loss = 0.000000, total_loss = 0.003546 \n",
" total_bbox = 29611, rewritten_bbox = 0.260038 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.209043, GIOU: 0.209043), Class: 0.518555, Obj: 0.001825, No Obj: 0.002930, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.125553, iou_loss = 0.005535, total_loss = 1.131088 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.208350, GIOU: -0.065478), Class: 0.331680, Obj: 0.001163, No Obj: 0.001002, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.384472, iou_loss = 0.191293, total_loss = 0.575765 \n",
" total_bbox = 29616, rewritten_bbox = 0.263371 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307087, GIOU: 0.256786), Class: 0.403638, Obj: 0.012460, No Obj: 0.002972, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.885774, iou_loss = 0.010699, total_loss = 1.896473 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001076, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003947, iou_loss = 0.000000, total_loss = 0.003947 \n",
" total_bbox = 29621, rewritten_bbox = 0.263327 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308047, GIOU: 0.249380), Class: 0.481789, Obj: 0.027360, No Obj: 0.002795, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.022685, iou_loss = 0.063678, total_loss = 2.086364 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.208421, GIOU: 0.208421), Class: 0.602537, Obj: 0.001351, No Obj: 0.001047, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.373991, iou_loss = 0.037888, total_loss = 0.411879 \n",
" total_bbox = 29627, rewritten_bbox = 0.263273 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360447, GIOU: 0.264854), Class: 0.580109, Obj: 0.011696, No Obj: 0.002445, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.824801, iou_loss = 0.067201, total_loss = 1.892002 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.590708, GIOU: 0.590709), Class: 0.424426, Obj: 0.001664, No Obj: 0.001053, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.384631, iou_loss = 0.304102, total_loss = 0.688733 \n",
" total_bbox = 29633, rewritten_bbox = 0.263220 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.578162, GIOU: 0.511996), Class: 0.575989, Obj: 0.009700, No Obj: 0.002933, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.088379, iou_loss = 0.012818, total_loss = 1.101197 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001126, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004548, iou_loss = 0.000000, total_loss = 0.004548 \n",
" total_bbox = 29636, rewritten_bbox = 0.263193 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382485, GIOU: 0.300928), Class: 0.355333, Obj: 0.041108, No Obj: 0.003016, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.559670, iou_loss = 0.011254, total_loss = 1.570925 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001074, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003749, iou_loss = 0.000000, total_loss = 0.003749 \n",
" total_bbox = 29640, rewritten_bbox = 0.263158 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353796, GIOU: 0.353796), Class: 0.592907, Obj: 0.015382, No Obj: 0.003155, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.056488, iou_loss = 0.056687, total_loss = 1.113175 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.391321, GIOU: 0.271420), Class: 0.580342, Obj: 0.002597, No Obj: 0.001198, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.764702, iou_loss = 0.230032, total_loss = 0.994733 \n",
" total_bbox = 29645, rewritten_bbox = 0.263113 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.304034, GIOU: 0.118976), Class: 0.397280, Obj: 0.013106, No Obj: 0.002543, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.175343, iou_loss = 0.101867, total_loss = 2.277210 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.363525, GIOU: 0.306501), Class: 0.595037, Obj: 0.002865, No Obj: 0.001063, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.695471, iou_loss = 1.820072, total_loss = 2.515543 \n",
" total_bbox = 29652, rewritten_bbox = 0.263051 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 371: 0.914073, 0.951714 avg loss, 0.000049 rate, 0.728746 seconds, 23744 images, 0.732637 hours left\n",
"Loaded: 0.000054 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.475769, GIOU: 0.455645), Class: 0.500654, Obj: 0.078079, No Obj: 0.003203, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.490833, iou_loss = 0.037957, total_loss = 1.528790 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.326163, GIOU: 0.212933), Class: 0.573731, Obj: 0.018411, No Obj: 0.001061, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.349627, iou_loss = 0.061530, total_loss = 0.411157 \n",
" total_bbox = 29657, rewritten_bbox = 0.263007 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.333370, GIOU: 0.165414), Class: 0.545381, Obj: 0.052399, No Obj: 0.002895, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.057693, iou_loss = 0.068605, total_loss = 1.126298 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.381720, GIOU: 0.264298), Class: 0.437996, Obj: 0.005926, No Obj: 0.001055, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.701987, iou_loss = 0.733737, total_loss = 2.435724 \n",
" total_bbox = 29664, rewritten_bbox = 0.262945 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.304912, GIOU: 0.187944), Class: 0.521198, Obj: 0.016514, No Obj: 0.003264, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.748458, iou_loss = 0.022952, total_loss = 1.771410 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001249, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.007335, iou_loss = 0.000000, total_loss = 0.007335 \n",
" total_bbox = 29669, rewritten_bbox = 0.262901 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362224, GIOU: 0.277875), Class: 0.576972, Obj: 0.011387, No Obj: 0.002721, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.737965, iou_loss = 0.052731, total_loss = 1.790696 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001105, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005305, iou_loss = 0.000000, total_loss = 0.005305 \n",
" total_bbox = 29674, rewritten_bbox = 0.262856 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.509619, GIOU: 0.479050), Class: 0.549900, Obj: 0.037674, No Obj: 0.003105, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.068082, iou_loss = 0.079927, total_loss = 1.148009 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.365598, GIOU: 0.365598), Class: 0.578547, Obj: 0.002245, No Obj: 0.001101, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354619, iou_loss = 0.115908, total_loss = 0.470527 \n",
" total_bbox = 29678, rewritten_bbox = 0.262821 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500400, GIOU: 0.393178), Class: 0.656265, Obj: 0.015653, No Obj: 0.003025, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.728227, iou_loss = 0.047645, total_loss = 1.775872 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001048, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004299, iou_loss = 0.000000, total_loss = 0.004299 \n",
" total_bbox = 29683, rewritten_bbox = 0.262777 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265895, GIOU: 0.236562), Class: 0.501775, Obj: 0.018227, No Obj: 0.002765, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.178026, iou_loss = 0.010176, total_loss = 1.188202 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.296510, GIOU: 0.152933), Class: 0.492557, Obj: 0.016189, No Obj: 0.001043, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355074, iou_loss = 0.026531, total_loss = 0.381605 \n",
" total_bbox = 29687, rewritten_bbox = 0.262741 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402075, GIOU: 0.310303), Class: 0.437125, Obj: 0.052492, No Obj: 0.002913, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.161608, iou_loss = 0.020227, total_loss = 1.181835 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.264705, GIOU: 0.040853), Class: 0.492154, Obj: 0.011125, No Obj: 0.001122, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.743821, iou_loss = 0.047740, total_loss = 0.791561 \n",
" total_bbox = 29692, rewritten_bbox = 0.262697 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402902, GIOU: 0.291978), Class: 0.473778, Obj: 0.053286, No Obj: 0.003197, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.091776, iou_loss = 0.097167, total_loss = 1.188943 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001280, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.006972, iou_loss = 0.000000, total_loss = 0.006972 \n",
" total_bbox = 29695, rewritten_bbox = 0.262670 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.329806, GIOU: 0.329806), Class: 0.413518, Obj: 0.005650, No Obj: 0.002805, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.792871, iou_loss = 0.006024, total_loss = 0.798895 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.267577, GIOU: -0.005361), Class: 0.380540, Obj: 0.001669, No Obj: 0.001060, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.458018, iou_loss = 0.033434, total_loss = 0.491452 \n",
" total_bbox = 29698, rewritten_bbox = 0.262644 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.269794, GIOU: 0.073699), Class: 0.451809, Obj: 0.074805, No Obj: 0.003439, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.102886, iou_loss = 0.011369, total_loss = 1.114255 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.242047, GIOU: -0.015184), Class: 0.453119, Obj: 0.002631, No Obj: 0.001132, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.319381, iou_loss = 3.996743, total_loss = 5.316124 \n",
" total_bbox = 29704, rewritten_bbox = 0.262591 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.192321, GIOU: 0.190815), Class: 0.551473, Obj: 0.022202, No Obj: 0.003116, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.354981, iou_loss = 0.028940, total_loss = 1.383921 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003967, iou_loss = 0.000000, total_loss = 0.003967 \n",
" total_bbox = 29708, rewritten_bbox = 0.262556 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.196582, GIOU: 0.071546), Class: 0.430251, Obj: 0.026019, No Obj: 0.002773, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.802719, iou_loss = 0.004184, total_loss = 0.806903 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.263714, GIOU: 0.037500), Class: 0.529885, Obj: 0.014828, No Obj: 0.001082, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.711173, iou_loss = 0.102294, total_loss = 0.813468 \n",
" total_bbox = 29712, rewritten_bbox = 0.262520 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.338820, GIOU: 0.306907), Class: 0.545832, Obj: 0.063801, No Obj: 0.003043, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.398282, iou_loss = 0.023490, total_loss = 1.421772 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001062, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003808, iou_loss = 0.000000, total_loss = 0.003808 \n",
" total_bbox = 29716, rewritten_bbox = 0.262485 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.251149, GIOU: 0.204751), Class: 0.396619, Obj: 0.019446, No Obj: 0.003587, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.514556, iou_loss = 0.012294, total_loss = 1.526850 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001104, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004325, iou_loss = 0.000000, total_loss = 0.004325 \n",
" total_bbox = 29720, rewritten_bbox = 0.262450 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283898, GIOU: 0.141241), Class: 0.530006, Obj: 0.041621, No Obj: 0.002989, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.447549, iou_loss = 0.018835, total_loss = 1.466383 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.326509, GIOU: 0.326509), Class: 0.294894, Obj: 0.003751, No Obj: 0.001103, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.470650, iou_loss = 0.092746, total_loss = 0.563396 \n",
" total_bbox = 29725, rewritten_bbox = 0.262405 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 372: 0.858490, 0.942391 avg loss, 0.000050 rate, 0.684471 seconds, 23808 images, 0.732658 hours left\n",
"Loaded: 0.000058 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352865, GIOU: 0.189579), Class: 0.702712, Obj: 0.029190, No Obj: 0.002827, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.607775, iou_loss = 0.010629, total_loss = 0.618403 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.465983, GIOU: 0.349698), Class: 0.648464, Obj: 0.001797, No Obj: 0.001069, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.084552, iou_loss = 0.977641, total_loss = 2.062192 \n",
" total_bbox = 29730, rewritten_bbox = 0.262361 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.273755, GIOU: 0.073256), Class: 0.582136, Obj: 0.019359, No Obj: 0.002811, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.775466, iou_loss = 0.017914, total_loss = 1.793380 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001120, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003913, iou_loss = 0.000000, total_loss = 0.003913 \n",
" total_bbox = 29735, rewritten_bbox = 0.262317 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292060, GIOU: 0.216011), Class: 0.478113, Obj: 0.004384, No Obj: 0.002705, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.146198, iou_loss = 0.037244, total_loss = 1.183441 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.218590, GIOU: 0.186081), Class: 0.286056, Obj: 0.006191, No Obj: 0.001107, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.488417, iou_loss = 0.030348, total_loss = 0.518765 \n",
" total_bbox = 29739, rewritten_bbox = 0.262282 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312160, GIOU: 0.268419), Class: 0.566023, Obj: 0.018718, No Obj: 0.003044, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.370461, iou_loss = 0.011540, total_loss = 1.382001 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.521978, GIOU: 0.521978), Class: 0.617527, Obj: 0.002949, No Obj: 0.001128, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.382156, iou_loss = 0.237558, total_loss = 0.619714 \n",
" total_bbox = 29744, rewritten_bbox = 0.262238 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.342567, GIOU: 0.290090), Class: 0.490050, Obj: 0.023014, No Obj: 0.002892, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.538925, iou_loss = 0.076398, total_loss = 2.615323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000991, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003284, iou_loss = 0.000000, total_loss = 0.003284 \n",
" total_bbox = 29750, rewritten_bbox = 0.262185 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339925, GIOU: 0.282931), Class: 0.441213, Obj: 0.014952, No Obj: 0.003214, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.849050, iou_loss = 0.024918, total_loss = 1.873968 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001025, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003956, iou_loss = 0.000000, total_loss = 0.003956 \n",
" total_bbox = 29755, rewritten_bbox = 0.262141 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.366954, GIOU: 0.331341), Class: 0.484709, Obj: 0.038032, No Obj: 0.003080, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.474130, iou_loss = 0.048545, total_loss = 1.522675 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001073, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003859, iou_loss = 0.000000, total_loss = 0.003859 \n",
" total_bbox = 29759, rewritten_bbox = 0.262106 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.407669, GIOU: 0.298944), Class: 0.453961, Obj: 0.016480, No Obj: 0.002889, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.518986, iou_loss = 0.136885, total_loss = 1.655871 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001092, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003970, iou_loss = 0.000000, total_loss = 0.003970 \n",
" total_bbox = 29763, rewritten_bbox = 0.262070 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.257060, GIOU: 0.157228), Class: 0.443073, Obj: 0.008671, No Obj: 0.002774, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.142362, iou_loss = 0.021084, total_loss = 2.163446 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000985, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003055, iou_loss = 0.000000, total_loss = 0.003055 \n",
" total_bbox = 29768, rewritten_bbox = 0.262026 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.446334, GIOU: 0.427090), Class: 0.502936, Obj: 0.012748, No Obj: 0.003300, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.397492, iou_loss = 0.067286, total_loss = 1.464778 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003431, iou_loss = 0.000000, total_loss = 0.003431 \n",
" total_bbox = 29772, rewritten_bbox = 0.261991 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422712, GIOU: 0.397216), Class: 0.660217, Obj: 0.016963, No Obj: 0.002753, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.102722, iou_loss = 0.105428, total_loss = 2.208150 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001053, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004204, iou_loss = 0.000000, total_loss = 0.004204 \n",
" total_bbox = 29778, rewritten_bbox = 0.261938 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.423259, GIOU: 0.330939), Class: 0.553871, Obj: 0.045488, No Obj: 0.002854, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.490790, iou_loss = 0.033985, total_loss = 1.524776 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.436154, GIOU: 0.347531), Class: 0.481673, Obj: 0.003015, No Obj: 0.001006, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.798246, iou_loss = 0.341810, total_loss = 1.140057 \n",
" total_bbox = 29784, rewritten_bbox = 0.261886 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.338262, GIOU: 0.307120), Class: 0.658487, Obj: 0.018870, No Obj: 0.003030, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.649366, iou_loss = 0.012569, total_loss = 0.661935 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.418318, GIOU: 0.361527), Class: 0.486836, Obj: 0.001317, No Obj: 0.001017, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.171893, iou_loss = 0.436841, total_loss = 1.608734 \n",
" total_bbox = 29789, rewritten_bbox = 0.261842 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.505629, GIOU: 0.461827), Class: 0.451319, Obj: 0.030718, No Obj: 0.002714, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.427937, iou_loss = 0.045458, total_loss = 1.473395 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.161227, GIOU: -0.360409), Class: 0.282804, Obj: 0.000847, No Obj: 0.000987, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.469647, iou_loss = 0.007803, total_loss = 0.477450 \n",
" total_bbox = 29794, rewritten_bbox = 0.261798 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.251931, GIOU: 0.163175), Class: 0.537603, Obj: 0.027258, No Obj: 0.002684, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.082959, iou_loss = 0.016492, total_loss = 1.099452 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.350625, GIOU: 0.350292), Class: 0.424962, Obj: 0.005446, No Obj: 0.001026, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.772868, iou_loss = 0.402037, total_loss = 1.174905 \n",
" total_bbox = 29799, rewritten_bbox = 0.261754 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.291348, GIOU: 0.266473), Class: 0.604352, Obj: 0.028442, No Obj: 0.002916, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.387945, iou_loss = 0.018729, total_loss = 1.406675 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.268624, GIOU: -0.032618), Class: 0.516524, Obj: 0.002971, No Obj: 0.001012, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.716089, iou_loss = 0.158764, total_loss = 0.874853 \n",
" total_bbox = 29805, rewritten_bbox = 0.261701 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 373: 0.942123, 0.942365 avg loss, 0.000051 rate, 0.686167 seconds, 23872 images, 0.732230 hours left\n",
"Loaded: 0.000062 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.458506, GIOU: 0.330021), Class: 0.777474, Obj: 0.011751, No Obj: 0.003192, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.772745, iou_loss = 0.031805, total_loss = 0.804550 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.337522, GIOU: 0.267991), Class: 0.580897, Obj: 0.011427, No Obj: 0.001093, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.755561, iou_loss = 0.477694, total_loss = 1.233256 \n",
" total_bbox = 29809, rewritten_bbox = 0.261666 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419272, GIOU: 0.216023), Class: 0.500322, Obj: 0.034515, No Obj: 0.003239, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.470257, iou_loss = 0.055444, total_loss = 1.525701 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.143031, GIOU: 0.143030), Class: 0.686585, Obj: 0.001374, No Obj: 0.001120, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.440229, iou_loss = 0.017902, total_loss = 0.458130 \n",
" total_bbox = 29814, rewritten_bbox = 0.261622 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429398, GIOU: 0.303216), Class: 0.542778, Obj: 0.030137, No Obj: 0.002976, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.711669, iou_loss = 0.051689, total_loss = 1.763358 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.616412, GIOU: 0.592626), Class: 0.518491, Obj: 0.001163, No Obj: 0.001028, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.341840, iou_loss = 0.777276, total_loss = 1.119116 \n",
" total_bbox = 29820, rewritten_bbox = 0.261569 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325566, GIOU: 0.235283), Class: 0.553161, Obj: 0.009413, No Obj: 0.002991, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.508460, iou_loss = 0.039591, total_loss = 1.548051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001020, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003330, iou_loss = 0.000000, total_loss = 0.003330 \n",
" total_bbox = 29824, rewritten_bbox = 0.261534 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376499, GIOU: 0.346174), Class: 0.515138, Obj: 0.020784, No Obj: 0.002917, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.487145, iou_loss = 0.041701, total_loss = 1.528846 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003430, iou_loss = 0.000000, total_loss = 0.003430 \n",
" total_bbox = 29828, rewritten_bbox = 0.261499 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.405561, GIOU: 0.404629), Class: 0.275874, Obj: 0.007564, No Obj: 0.002457, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.715125, iou_loss = 0.017244, total_loss = 1.732368 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000980, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003022, iou_loss = 0.000000, total_loss = 0.003022 \n",
" total_bbox = 29832, rewritten_bbox = 0.261464 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.356362, GIOU: 0.286008), Class: 0.505710, Obj: 0.062609, No Obj: 0.002937, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.249332, iou_loss = 0.452909, total_loss = 2.702241 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001049, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003747, iou_loss = 0.000000, total_loss = 0.003747 \n",
" total_bbox = 29838, rewritten_bbox = 0.261412 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429916, GIOU: 0.306107), Class: 0.600712, Obj: 0.016267, No Obj: 0.002773, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.054758, iou_loss = 0.087733, total_loss = 1.142491 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.480410, GIOU: 0.480410), Class: 0.421401, Obj: 0.008308, No Obj: 0.001019, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.422635, iou_loss = 0.200490, total_loss = 0.623125 \n",
" total_bbox = 29842, rewritten_bbox = 0.261377 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.579720, GIOU: 0.561196), Class: 0.472917, Obj: 0.025102, No Obj: 0.003022, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.610462, iou_loss = 0.064497, total_loss = 1.674959 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001096, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004071, iou_loss = 0.000000, total_loss = 0.004071 \n",
" total_bbox = 29846, rewritten_bbox = 0.261342 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409807, GIOU: 0.407329), Class: 0.397207, Obj: 0.018316, No Obj: 0.003524, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.632625, iou_loss = 0.015426, total_loss = 1.648051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001025, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003479, iou_loss = 0.000000, total_loss = 0.003479 \n",
" total_bbox = 29850, rewritten_bbox = 0.261307 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318421, GIOU: 0.252578), Class: 0.566778, Obj: 0.010606, No Obj: 0.002720, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.477393, iou_loss = 0.040154, total_loss = 2.517548 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.202015, GIOU: -0.238286), Class: 0.456795, Obj: 0.000648, No Obj: 0.000983, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350134, iou_loss = 0.013727, total_loss = 0.363861 \n",
" total_bbox = 29858, rewritten_bbox = 0.261237 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.186138, GIOU: 0.039863), Class: 0.531050, Obj: 0.019228, No Obj: 0.002882, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.576773, iou_loss = 0.014848, total_loss = 1.591621 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001161, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005052, iou_loss = 0.000000, total_loss = 0.005052 \n",
" total_bbox = 29862, rewritten_bbox = 0.261202 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.539184, GIOU: 0.532570), Class: 0.546327, Obj: 0.034439, No Obj: 0.002712, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.096901, iou_loss = 0.058307, total_loss = 1.155208 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.486276, GIOU: 0.461022), Class: 0.711924, Obj: 0.005239, No Obj: 0.001097, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.322163, iou_loss = 0.135040, total_loss = 0.457203 \n",
" total_bbox = 29866, rewritten_bbox = 0.261167 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.226094, GIOU: 0.129833), Class: 0.385880, Obj: 0.046629, No Obj: 0.002948, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.870589, iou_loss = 0.051081, total_loss = 1.921670 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.186718, GIOU: -0.202499), Class: 0.439918, Obj: 0.000623, No Obj: 0.000975, .5R: 0.125000, .75R: 0.000000, count: 8, class_loss = 2.658647, iou_loss = 6.014377, total_loss = 8.673024 \n",
" total_bbox = 29879, rewritten_bbox = 0.264400 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.267811, GIOU: 0.111283), Class: 0.406929, Obj: 0.019450, No Obj: 0.002849, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.674582, iou_loss = 0.012136, total_loss = 2.686719 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001066, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003460, iou_loss = 0.000000, total_loss = 0.003460 \n",
" total_bbox = 29886, rewritten_bbox = 0.264338 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.473660, GIOU: 0.458950), Class: 0.410709, Obj: 0.017983, No Obj: 0.002697, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.186927, iou_loss = 0.074002, total_loss = 1.260930 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.420689, GIOU: 0.420689), Class: 0.524832, Obj: 0.001031, No Obj: 0.001034, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356808, iou_loss = 0.152285, total_loss = 0.509092 \n",
" total_bbox = 29890, rewritten_bbox = 0.264302 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 374: 1.001079, 0.948236 avg loss, 0.000051 rate, 0.699613 seconds, 23936 images, 0.731821 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.384674, GIOU: 0.384674), Class: 0.502153, Obj: 0.025337, No Obj: 0.002475, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.174276, iou_loss = 0.026052, total_loss = 1.200328 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.426646, GIOU: 0.359887), Class: 0.459461, Obj: 0.000791, No Obj: 0.000987, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.712565, iou_loss = 0.207822, total_loss = 0.920386 \n",
" total_bbox = 29895, rewritten_bbox = 0.264258 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300799, GIOU: 0.295336), Class: 0.477003, Obj: 0.048730, No Obj: 0.003177, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.406078, iou_loss = 0.018306, total_loss = 1.424384 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.274230, GIOU: 0.274230), Class: 0.556013, Obj: 0.003079, No Obj: 0.001048, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.377749, iou_loss = 0.065524, total_loss = 0.443273 \n",
" total_bbox = 29900, rewritten_bbox = 0.264214 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.301308, GIOU: 0.301308), Class: 0.417394, Obj: 0.015456, No Obj: 0.002959, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.059457, iou_loss = 0.031116, total_loss = 2.090574 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.406798, GIOU: 0.352110), Class: 0.341522, Obj: 0.002395, No Obj: 0.000995, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.444885, iou_loss = 0.144741, total_loss = 0.589626 \n",
" total_bbox = 29906, rewritten_bbox = 0.264161 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362073, GIOU: 0.293421), Class: 0.480962, Obj: 0.035652, No Obj: 0.003044, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.614811, iou_loss = 0.033723, total_loss = 1.648535 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.309521, GIOU: 0.270468), Class: 0.439520, Obj: 0.008933, No Obj: 0.000984, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.399516, iou_loss = 0.228470, total_loss = 0.627986 \n",
" total_bbox = 29911, rewritten_bbox = 0.264117 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.211133, GIOU: 0.144020), Class: 0.780405, Obj: 0.018554, No Obj: 0.002955, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.887537, iou_loss = 0.006517, total_loss = 0.894054 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.835438), Class: 0.448975, Obj: 0.001656, No Obj: 0.001035, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.386988, iou_loss = 0.069289, total_loss = 0.456277 \n",
" total_bbox = 29915, rewritten_bbox = 0.264082 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290277, GIOU: 0.119460), Class: 0.420239, Obj: 0.007711, No Obj: 0.002587, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.178633, iou_loss = 0.004856, total_loss = 1.183489 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.297178, GIOU: 0.182953), Class: 0.552512, Obj: 0.001286, No Obj: 0.001053, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.060065, iou_loss = 2.886536, total_loss = 3.946600 \n",
" total_bbox = 29921, rewritten_bbox = 0.264029 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290076, GIOU: 0.244830), Class: 0.588670, Obj: 0.024599, No Obj: 0.003077, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.394064, iou_loss = 0.034993, total_loss = 1.429057 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.420776, GIOU: 0.402101), Class: 0.563506, Obj: 0.015368, No Obj: 0.001068, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.713902, iou_loss = 0.240998, total_loss = 0.954901 \n",
" total_bbox = 29927, rewritten_bbox = 0.263976 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.285928, GIOU: 0.218672), Class: 0.501144, Obj: 0.019075, No Obj: 0.003160, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.285955, iou_loss = 0.033247, total_loss = 2.319201 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001106, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004117, iou_loss = 0.000000, total_loss = 0.004117 \n",
" total_bbox = 29933, rewritten_bbox = 0.263923 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.299479, GIOU: 0.175662), Class: 0.539321, Obj: 0.028097, No Obj: 0.003653, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.317346, iou_loss = 0.004548, total_loss = 1.321894 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001009, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003958, iou_loss = 0.000000, total_loss = 0.003958 \n",
" total_bbox = 29937, rewritten_bbox = 0.263887 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415761, GIOU: 0.263510), Class: 0.526812, Obj: 0.033722, No Obj: 0.002880, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.340359, iou_loss = 0.095135, total_loss = 1.435494 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.403451, GIOU: 0.237308), Class: 0.489132, Obj: 0.003342, No Obj: 0.000976, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.176169, iou_loss = 0.975200, total_loss = 2.151370 \n",
" total_bbox = 29944, rewritten_bbox = 0.263826 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.386751, GIOU: 0.230750), Class: 0.427284, Obj: 0.024839, No Obj: 0.003441, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.943466, iou_loss = 0.088426, total_loss = 2.031892 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001048, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003989, iou_loss = 0.000000, total_loss = 0.003989 \n",
" total_bbox = 29949, rewritten_bbox = 0.263782 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409489, GIOU: 0.275371), Class: 0.579058, Obj: 0.038342, No Obj: 0.003306, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.396451, iou_loss = 0.031481, total_loss = 1.427932 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.425044, GIOU: 0.370671), Class: 0.482438, Obj: 0.001011, No Obj: 0.001000, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.800195, iou_loss = 0.609961, total_loss = 1.410155 \n",
" total_bbox = 29955, rewritten_bbox = 0.263729 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.235602, GIOU: 0.170855), Class: 0.483556, Obj: 0.021191, No Obj: 0.003213, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.857549, iou_loss = 0.017110, total_loss = 1.874659 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000996, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004026, iou_loss = 0.000000, total_loss = 0.004026 \n",
" total_bbox = 29960, rewritten_bbox = 0.263685 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.459149, GIOU: 0.383795), Class: 0.586406, Obj: 0.019997, No Obj: 0.003234, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.105194, iou_loss = 0.201734, total_loss = 2.306927 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001018, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004166, iou_loss = 0.000000, total_loss = 0.004166 \n",
" total_bbox = 29966, rewritten_bbox = 0.263632 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392671, GIOU: 0.358573), Class: 0.484615, Obj: 0.030197, No Obj: 0.002972, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.814723, iou_loss = 0.104207, total_loss = 1.918930 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.449075, GIOU: 0.429334), Class: 0.539603, Obj: 0.001548, No Obj: 0.001063, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.733808, iou_loss = 0.866107, total_loss = 1.599915 \n",
" total_bbox = 29973, rewritten_bbox = 0.263571 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.189861, GIOU: 0.073370), Class: 0.417362, Obj: 0.020092, No Obj: 0.003055, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.113647, iou_loss = 0.008237, total_loss = 1.121884 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.046658, GIOU: -0.623247), Class: 0.518186, Obj: 0.001219, No Obj: 0.001070, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.870617, iou_loss = 0.004859, total_loss = 0.875476 \n",
" total_bbox = 29978, rewritten_bbox = 0.263527 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 375: 1.028342, 0.956247 avg loss, 0.000052 rate, 0.738443 seconds, 24000 images, 0.731550 hours left\n",
"Loaded: 0.000043 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.354196, GIOU: 0.339719), Class: 0.449076, Obj: 0.049905, No Obj: 0.003141, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.083049, iou_loss = 0.011859, total_loss = 1.094908 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.481469, GIOU: 0.381159), Class: 0.529486, Obj: 0.006790, No Obj: 0.000983, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.406313, iou_loss = 0.131587, total_loss = 0.537900 \n",
" total_bbox = 29982, rewritten_bbox = 0.263491 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382729, GIOU: 0.238423), Class: 0.427934, Obj: 0.010202, No Obj: 0.003011, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.462939, iou_loss = 0.049465, total_loss = 2.512404 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.424519, GIOU: 0.408872), Class: 0.549535, Obj: 0.003452, No Obj: 0.001017, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.103654, iou_loss = 1.347219, total_loss = 2.450873 \n",
" total_bbox = 29991, rewritten_bbox = 0.263412 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.223194, GIOU: 0.127510), Class: 0.560519, Obj: 0.024529, No Obj: 0.002713, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.357708, iou_loss = 0.010818, total_loss = 1.368526 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001058, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004006, iou_loss = 0.000000, total_loss = 0.004006 \n",
" total_bbox = 29995, rewritten_bbox = 0.263377 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393818, GIOU: 0.381778), Class: 0.405619, Obj: 0.035210, No Obj: 0.002774, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.202266, iou_loss = 0.027411, total_loss = 1.229677 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.280852, GIOU: 0.118288), Class: 0.655340, Obj: 0.005405, No Obj: 0.001004, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.621508, iou_loss = 0.164300, total_loss = 0.785807 \n",
" total_bbox = 30000, rewritten_bbox = 0.263333 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.449631, GIOU: 0.444435), Class: 0.388334, Obj: 0.052026, No Obj: 0.002844, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.500362, iou_loss = 0.053728, total_loss = 1.554090 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000991, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003311, iou_loss = 0.000000, total_loss = 0.003311 \n",
" total_bbox = 30004, rewritten_bbox = 0.263298 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.391028, GIOU: 0.364144), Class: 0.458112, Obj: 0.010700, No Obj: 0.002675, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.490834, iou_loss = 0.037761, total_loss = 1.528595 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.426530, GIOU: 0.426530), Class: 0.680376, Obj: 0.046819, No Obj: 0.001113, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.311898, iou_loss = 0.158621, total_loss = 0.470519 \n",
" total_bbox = 30009, rewritten_bbox = 0.263254 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.449583, GIOU: 0.359869), Class: 0.524684, Obj: 0.033276, No Obj: 0.002900, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.404289, iou_loss = 0.023094, total_loss = 1.427382 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000949, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003222, iou_loss = 0.000000, total_loss = 0.003222 \n",
" total_bbox = 30013, rewritten_bbox = 0.263219 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399314, GIOU: 0.307512), Class: 0.441321, Obj: 0.022067, No Obj: 0.002850, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.248661, iou_loss = 0.010664, total_loss = 1.259326 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.425201, GIOU: 0.290616), Class: 0.488730, Obj: 0.003803, No Obj: 0.001027, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.397555, iou_loss = 0.070772, total_loss = 0.468327 \n",
" total_bbox = 30017, rewritten_bbox = 0.263184 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275411, GIOU: 0.254210), Class: 0.474462, Obj: 0.077512, No Obj: 0.002712, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.979938, iou_loss = 0.022610, total_loss = 1.002547 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.486072, GIOU: 0.434410), Class: 0.471532, Obj: 0.001289, No Obj: 0.001008, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.880131, iou_loss = 2.370088, total_loss = 4.250219 \n",
" total_bbox = 30025, rewritten_bbox = 0.263114 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.432370, GIOU: 0.415359), Class: 0.448904, Obj: 0.031854, No Obj: 0.002884, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.519195, iou_loss = 0.089586, total_loss = 1.608781 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.436822, GIOU: 0.307901), Class: 0.465375, Obj: 0.019911, No Obj: 0.001060, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407410, iou_loss = 0.100774, total_loss = 0.508183 \n",
" total_bbox = 30030, rewritten_bbox = 0.263070 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482275, GIOU: 0.481410), Class: 0.489721, Obj: 0.012823, No Obj: 0.003185, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.347217, iou_loss = 0.014328, total_loss = 1.361545 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000966, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003032, iou_loss = 0.000000, total_loss = 0.003032 \n",
" total_bbox = 30034, rewritten_bbox = 0.263035 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.149936, GIOU: 0.063916), Class: 0.503211, Obj: 0.013762, No Obj: 0.002505, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.055134, iou_loss = 0.005699, total_loss = 1.060833 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.125486), Class: 0.464202, Obj: 0.002964, No Obj: 0.001033, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.365818, iou_loss = 0.274695, total_loss = 0.640513 \n",
" total_bbox = 30038, rewritten_bbox = 0.263000 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336323, GIOU: 0.318472), Class: 0.631672, Obj: 0.006865, No Obj: 0.002998, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.395520, iou_loss = 0.015422, total_loss = 1.410942 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.415600, GIOU: 0.287031), Class: 0.505922, Obj: 0.003242, No Obj: 0.001054, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.353976, iou_loss = 0.387175, total_loss = 0.741151 \n",
" total_bbox = 30043, rewritten_bbox = 0.262956 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.329740, GIOU: 0.258202), Class: 0.464741, Obj: 0.009540, No Obj: 0.003143, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.085706, iou_loss = 0.029340, total_loss = 1.115046 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.393450, GIOU: 0.291869), Class: 0.522368, Obj: 0.001649, No Obj: 0.000990, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.776279, iou_loss = 0.343040, total_loss = 1.119319 \n",
" total_bbox = 30048, rewritten_bbox = 0.262913 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347279, GIOU: 0.304904), Class: 0.555367, Obj: 0.017989, No Obj: 0.002850, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.714619, iou_loss = 0.091110, total_loss = 1.805729 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000946, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002902, iou_loss = 0.000000, total_loss = 0.002902 \n",
" total_bbox = 30053, rewritten_bbox = 0.262869 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.310801, GIOU: 0.204176), Class: 0.498292, Obj: 0.043989, No Obj: 0.003067, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.514369, iou_loss = 0.027496, total_loss = 1.541865 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.545309, GIOU: 0.477019), Class: 0.316475, Obj: 0.010547, No Obj: 0.001019, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.445704, iou_loss = 0.268004, total_loss = 0.713708 \n",
" total_bbox = 30058, rewritten_bbox = 0.262825 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 376: 0.929550, 0.953577 avg loss, 0.000052 rate, 0.678796 seconds, 24064 images, 0.731671 hours left\n",
"Loaded: 0.000065 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.460834, GIOU: 0.422677), Class: 0.541361, Obj: 0.020393, No Obj: 0.002819, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.450542, iou_loss = 0.139555, total_loss = 1.590096 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000941, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002910, iou_loss = 0.000000, total_loss = 0.002910 \n",
" total_bbox = 30062, rewritten_bbox = 0.262790 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313075, GIOU: 0.148574), Class: 0.445068, Obj: 0.025369, No Obj: 0.003171, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.895824, iou_loss = 0.055331, total_loss = 1.951156 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.296047, GIOU: 0.053382), Class: 0.389439, Obj: 0.008381, No Obj: 0.001031, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.400830, iou_loss = 0.027501, total_loss = 0.428331 \n",
" total_bbox = 30068, rewritten_bbox = 0.262738 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349696, GIOU: 0.246300), Class: 0.445920, Obj: 0.025117, No Obj: 0.002927, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.603279, iou_loss = 0.007022, total_loss = 1.610301 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001029, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003871, iou_loss = 0.000000, total_loss = 0.003871 \n",
" total_bbox = 30072, rewritten_bbox = 0.262703 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.540234, GIOU: 0.476737), Class: 0.539063, Obj: 0.053137, No Obj: 0.003223, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.376516, iou_loss = 0.048134, total_loss = 1.424650 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.172018, GIOU: 0.172018), Class: 0.382060, Obj: 0.000475, No Obj: 0.000952, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.413583, iou_loss = 0.025725, total_loss = 0.439309 \n",
" total_bbox = 30077, rewritten_bbox = 0.262659 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.529126, GIOU: 0.526281), Class: 0.421955, Obj: 0.014163, No Obj: 0.003297, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.265853, iou_loss = 0.046074, total_loss = 1.311927 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.297509, GIOU: 0.151194), Class: 0.322628, Obj: 0.001331, No Obj: 0.000991, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.435020, iou_loss = 0.152068, total_loss = 0.587088 \n",
" total_bbox = 30081, rewritten_bbox = 0.262624 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361769, GIOU: 0.303958), Class: 0.507044, Obj: 0.027391, No Obj: 0.003167, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.789572, iou_loss = 0.087081, total_loss = 1.876652 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.406249, GIOU: 0.406249), Class: 0.529891, Obj: 0.003478, No Obj: 0.001043, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359466, iou_loss = 0.144022, total_loss = 0.503488 \n",
" total_bbox = 30087, rewritten_bbox = 0.262572 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292422, GIOU: 0.258242), Class: 0.439380, Obj: 0.018017, No Obj: 0.003405, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.500198, iou_loss = 0.012666, total_loss = 1.512864 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003454, iou_loss = 0.000000, total_loss = 0.003454 \n",
" total_bbox = 30091, rewritten_bbox = 0.262537 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353375, GIOU: 0.284978), Class: 0.485688, Obj: 0.063340, No Obj: 0.003194, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.383011, iou_loss = 0.060544, total_loss = 1.443556 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001034, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003988, iou_loss = 0.000000, total_loss = 0.003988 \n",
" total_bbox = 30095, rewritten_bbox = 0.262502 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321353, GIOU: 0.229080), Class: 0.588639, Obj: 0.039314, No Obj: 0.003065, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.159552, iou_loss = 0.016429, total_loss = 1.175981 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.115223, GIOU: -0.218349), Class: 0.631186, Obj: 0.004109, No Obj: 0.000983, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347823, iou_loss = 0.019470, total_loss = 0.367293 \n",
" total_bbox = 30099, rewritten_bbox = 0.262467 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410064, GIOU: 0.393521), Class: 0.677404, Obj: 0.034047, No Obj: 0.003183, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.251239, iou_loss = 0.034589, total_loss = 1.285828 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000989, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003174, iou_loss = 0.000000, total_loss = 0.003174 \n",
" total_bbox = 30103, rewritten_bbox = 0.262432 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433702, GIOU: 0.318429), Class: 0.531071, Obj: 0.013112, No Obj: 0.003133, .5R: 0.285714, .75R: 0.142857, count: 7, class_loss = 2.614758, iou_loss = 0.029429, total_loss = 2.644187 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001021, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003651, iou_loss = 0.000000, total_loss = 0.003651 \n",
" total_bbox = 30110, rewritten_bbox = 0.262371 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438343, GIOU: 0.390167), Class: 0.536390, Obj: 0.005487, No Obj: 0.002601, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.089485, iou_loss = 0.096337, total_loss = 1.185821 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.495377, GIOU: 0.475819), Class: 0.658278, Obj: 0.007900, No Obj: 0.001014, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.708660, iou_loss = 0.448617, total_loss = 1.157277 \n",
" total_bbox = 30115, rewritten_bbox = 0.262328 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.600559, GIOU: 0.560736), Class: 0.391227, Obj: 0.016680, No Obj: 0.002602, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.873953, iou_loss = 0.038712, total_loss = 0.912665 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.241526, GIOU: -0.188130), Class: 0.648376, Obj: 0.001391, No Obj: 0.001065, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.608307, iou_loss = 0.259608, total_loss = 0.867915 \n",
" total_bbox = 30119, rewritten_bbox = 0.262293 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325330, GIOU: 0.321640), Class: 0.657862, Obj: 0.010590, No Obj: 0.002376, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.758782, iou_loss = 0.018066, total_loss = 1.776847 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000955, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003117, iou_loss = 0.000000, total_loss = 0.003117 \n",
" total_bbox = 30124, rewritten_bbox = 0.262249 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.249254, GIOU: -0.108284), Class: 0.544157, Obj: 0.022411, No Obj: 0.003172, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.508751, iou_loss = 0.008482, total_loss = 1.517233 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.389687, GIOU: 0.240698), Class: 0.714454, Obj: 0.001993, No Obj: 0.001017, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.315803, iou_loss = 0.054735, total_loss = 0.370538 \n",
" total_bbox = 30129, rewritten_bbox = 0.262206 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.465968, GIOU: 0.444837), Class: 0.519329, Obj: 0.018200, No Obj: 0.002996, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.526635, iou_loss = 0.021927, total_loss = 1.548562 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.197964, GIOU: -0.202938), Class: 0.595377, Obj: 0.001546, No Obj: 0.001037, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.706139, iou_loss = 0.954622, total_loss = 1.660761 \n",
" total_bbox = 30136, rewritten_bbox = 0.265463 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 377: 0.895211, 0.947740 avg loss, 0.000053 rate, 0.695161 seconds, 24128 images, 0.731188 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345466, GIOU: 0.323807), Class: 0.506061, Obj: 0.066577, No Obj: 0.002974, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.958281, iou_loss = 0.102615, total_loss = 1.060896 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.250533, GIOU: -0.023393), Class: 0.361685, Obj: 0.001313, No Obj: 0.001022, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.781129, iou_loss = 0.040348, total_loss = 0.821477 \n",
" total_bbox = 30141, rewritten_bbox = 0.265419 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.388836, GIOU: 0.345674), Class: 0.527860, Obj: 0.026332, No Obj: 0.003219, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.701308, iou_loss = 0.016898, total_loss = 0.718206 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.042532, GIOU: -0.552594), Class: 0.411485, Obj: 0.002708, No Obj: 0.001016, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.216652, iou_loss = 0.096839, total_loss = 1.313492 \n",
" total_bbox = 30146, rewritten_bbox = 0.265375 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.341440, GIOU: 0.186679), Class: 0.492586, Obj: 0.048822, No Obj: 0.003067, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.115076, iou_loss = 0.005370, total_loss = 1.120446 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.250957, GIOU: 0.053186), Class: 0.393796, Obj: 0.004494, No Obj: 0.000967, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.259954, iou_loss = 0.146493, total_loss = 1.406447 \n",
" total_bbox = 30152, rewritten_bbox = 0.265322 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.400105, GIOU: 0.257663), Class: 0.426042, Obj: 0.017016, No Obj: 0.002940, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.386777, iou_loss = 0.058018, total_loss = 2.444796 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.331827, GIOU: 0.146405), Class: 0.746944, Obj: 0.000656, No Obj: 0.000996, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.295036, iou_loss = 0.056266, total_loss = 0.351303 \n",
" total_bbox = 30159, rewritten_bbox = 0.265261 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424102, GIOU: 0.417163), Class: 0.588522, Obj: 0.080723, No Obj: 0.002903, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.664708, iou_loss = 0.014006, total_loss = 0.678713 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.318365, GIOU: 0.221287), Class: 0.664176, Obj: 0.025211, No Obj: 0.001011, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.642588, iou_loss = 0.533166, total_loss = 1.175753 \n",
" total_bbox = 30163, rewritten_bbox = 0.265226 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.446056, GIOU: 0.332372), Class: 0.484640, Obj: 0.013472, No Obj: 0.002697, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.666339, iou_loss = 0.072792, total_loss = 1.739131 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.334912, GIOU: 0.093984), Class: 0.564587, Obj: 0.005202, No Obj: 0.000935, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372497, iou_loss = 0.139649, total_loss = 0.512145 \n",
" total_bbox = 30168, rewritten_bbox = 0.265182 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409177, GIOU: 0.314318), Class: 0.437396, Obj: 0.013567, No Obj: 0.003312, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.951793, iou_loss = 0.025634, total_loss = 1.977428 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000951, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003071, iou_loss = 0.000000, total_loss = 0.003071 \n",
" total_bbox = 30173, rewritten_bbox = 0.265138 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.301607, GIOU: 0.227737), Class: 0.469651, Obj: 0.030427, No Obj: 0.002790, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.438720, iou_loss = 0.012500, total_loss = 1.451220 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000906, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002606, iou_loss = 0.000000, total_loss = 0.002606 \n",
" total_bbox = 30177, rewritten_bbox = 0.265103 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.474454, GIOU: 0.463636), Class: 0.507950, Obj: 0.045311, No Obj: 0.002758, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.487935, iou_loss = 0.025019, total_loss = 1.512954 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.237632, GIOU: 0.237632), Class: 0.585982, Obj: 0.006156, No Obj: 0.000941, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393335, iou_loss = 0.050938, total_loss = 0.444273 \n",
" total_bbox = 30182, rewritten_bbox = 0.265059 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.295482, GIOU: 0.208454), Class: 0.599191, Obj: 0.022123, No Obj: 0.002883, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.096972, iou_loss = 0.059224, total_loss = 2.156196 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.523393, GIOU: 0.511462), Class: 0.574334, Obj: 0.001532, No Obj: 0.000979, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.338985, iou_loss = 0.843406, total_loss = 1.182390 \n",
" total_bbox = 30189, rewritten_bbox = 0.264997 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.240296, GIOU: 0.083954), Class: 0.419026, Obj: 0.027674, No Obj: 0.003366, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.404279, iou_loss = 0.011595, total_loss = 1.415875 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001086, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004669, iou_loss = 0.000000, total_loss = 0.004669 \n",
" total_bbox = 30193, rewritten_bbox = 0.264962 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359320, GIOU: 0.244336), Class: 0.356420, Obj: 0.012080, No Obj: 0.002962, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.681025, iou_loss = 0.086287, total_loss = 1.767312 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.390221, GIOU: 0.197910), Class: 0.567527, Obj: 0.001504, No Obj: 0.000993, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356232, iou_loss = 0.202864, total_loss = 0.559097 \n",
" total_bbox = 30198, rewritten_bbox = 0.264918 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427359, GIOU: 0.418659), Class: 0.505223, Obj: 0.009057, No Obj: 0.002488, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.810356, iou_loss = 0.123985, total_loss = 1.934342 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.443557, GIOU: 0.398217), Class: 0.525781, Obj: 0.003712, No Obj: 0.000987, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.337540, iou_loss = 0.119645, total_loss = 0.457184 \n",
" total_bbox = 30204, rewritten_bbox = 0.264866 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.356474, GIOU: 0.203660), Class: 0.501715, Obj: 0.025754, No Obj: 0.002711, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.474527, iou_loss = 0.051519, total_loss = 1.526045 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000957, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003113, iou_loss = 0.000000, total_loss = 0.003113 \n",
" total_bbox = 30208, rewritten_bbox = 0.264830 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.223629, GIOU: 0.133086), Class: 0.317589, Obj: 0.016713, No Obj: 0.003325, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.706601, iou_loss = 0.030355, total_loss = 2.736956 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.262890, GIOU: 0.133089), Class: 0.538972, Obj: 0.006753, No Obj: 0.000998, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.711656, iou_loss = 0.074536, total_loss = 0.786192 \n",
" total_bbox = 30216, rewritten_bbox = 0.264760 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307335, GIOU: 0.245313), Class: 0.458283, Obj: 0.014397, No Obj: 0.003291, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.574585, iou_loss = 0.021976, total_loss = 1.596560 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001016, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003625, iou_loss = 0.000000, total_loss = 0.003625 \n",
" total_bbox = 30220, rewritten_bbox = 0.264725 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 378: 1.004835, 0.953450 avg loss, 0.000053 rate, 0.720556 seconds, 24192 images, 0.730873 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.289248, GIOU: 0.168174), Class: 0.409973, Obj: 0.006918, No Obj: 0.002621, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.131855, iou_loss = 0.032125, total_loss = 1.163980 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.244249, GIOU: 0.008151), Class: 0.568109, Obj: 0.002515, No Obj: 0.001027, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.368351, iou_loss = 0.202675, total_loss = 0.571026 \n",
" total_bbox = 30224, rewritten_bbox = 0.264690 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344828, GIOU: 0.227530), Class: 0.477489, Obj: 0.030944, No Obj: 0.002868, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.434995, iou_loss = 0.044958, total_loss = 1.479952 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000948, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003075, iou_loss = 0.000000, total_loss = 0.003075 \n",
" total_bbox = 30228, rewritten_bbox = 0.264655 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387537, GIOU: 0.349119), Class: 0.442539, Obj: 0.009613, No Obj: 0.002754, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.434789, iou_loss = 0.028981, total_loss = 1.463770 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.443480, GIOU: 0.297054), Class: 0.655709, Obj: 0.001060, No Obj: 0.000982, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.324650, iou_loss = 0.093380, total_loss = 0.418029 \n",
" total_bbox = 30233, rewritten_bbox = 0.264612 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.412099, GIOU: 0.321527), Class: 0.437698, Obj: 0.024190, No Obj: 0.003027, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.509585, iou_loss = 0.096871, total_loss = 1.606456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000953, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003452, iou_loss = 0.000000, total_loss = 0.003452 \n",
" total_bbox = 30237, rewritten_bbox = 0.264577 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283444, GIOU: 0.147676), Class: 0.341144, Obj: 0.040126, No Obj: 0.002797, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.710772, iou_loss = 0.025560, total_loss = 1.736332 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001002, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003593, iou_loss = 0.000000, total_loss = 0.003593 \n",
" total_bbox = 30241, rewritten_bbox = 0.264542 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.523044, GIOU: 0.478536), Class: 0.522695, Obj: 0.004323, No Obj: 0.002669, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 1.134707, iou_loss = 0.118284, total_loss = 1.252992 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.239293, GIOU: -0.129641), Class: 0.354984, Obj: 0.001757, No Obj: 0.000966, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.478664, iou_loss = 0.067158, total_loss = 0.545822 \n",
" total_bbox = 30245, rewritten_bbox = 0.264507 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464354, GIOU: 0.378380), Class: 0.395977, Obj: 0.011747, No Obj: 0.003413, .5R: 0.500000, .75R: 0.333333, count: 6, class_loss = 2.436313, iou_loss = 0.056173, total_loss = 2.492486 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000946, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002950, iou_loss = 0.000000, total_loss = 0.002950 \n",
" total_bbox = 30251, rewritten_bbox = 0.264454 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.522812, GIOU: 0.478133), Class: 0.533227, Obj: 0.070578, No Obj: 0.003632, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.671985, iou_loss = 0.048456, total_loss = 1.720441 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001000, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003357, iou_loss = 0.000000, total_loss = 0.003357 \n",
" total_bbox = 30256, rewritten_bbox = 0.264410 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369003, GIOU: 0.332603), Class: 0.525724, Obj: 0.010161, No Obj: 0.003129, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.518694, iou_loss = 0.045534, total_loss = 1.564228 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000938, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002890, iou_loss = 0.000000, total_loss = 0.002890 \n",
" total_bbox = 30260, rewritten_bbox = 0.264375 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317550, GIOU: 0.274107), Class: 0.476616, Obj: 0.047609, No Obj: 0.002828, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.132479, iou_loss = 0.063656, total_loss = 2.196135 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.194410, GIOU: -0.150781), Class: 0.535716, Obj: 0.001105, No Obj: 0.000999, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.745919, iou_loss = 0.105480, total_loss = 0.851400 \n",
" total_bbox = 30268, rewritten_bbox = 0.264306 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.386862, GIOU: 0.382283), Class: 0.510637, Obj: 0.019530, No Obj: 0.002839, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.457639, iou_loss = 0.079776, total_loss = 1.537415 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000944, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003337, iou_loss = 0.000000, total_loss = 0.003337 \n",
" total_bbox = 30272, rewritten_bbox = 0.264271 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.384974, GIOU: 0.315198), Class: 0.479568, Obj: 0.019590, No Obj: 0.002762, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.555784, iou_loss = 0.055450, total_loss = 1.611234 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.479620, GIOU: 0.373317), Class: 0.399128, Obj: 0.006910, No Obj: 0.001012, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.788835, iou_loss = 0.248712, total_loss = 1.037547 \n",
" total_bbox = 30278, rewritten_bbox = 0.264218 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.462059, GIOU: 0.367906), Class: 0.471092, Obj: 0.012860, No Obj: 0.002766, .5R: 0.666667, .75R: 0.000000, count: 6, class_loss = 2.310470, iou_loss = 0.067370, total_loss = 2.377840 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000951, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003105, iou_loss = 0.000000, total_loss = 0.003105 \n",
" total_bbox = 30284, rewritten_bbox = 0.264166 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277493, GIOU: 0.216857), Class: 0.398280, Obj: 0.013076, No Obj: 0.002793, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.660098, iou_loss = 0.010077, total_loss = 1.670175 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001008, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004175, iou_loss = 0.000000, total_loss = 0.004175 \n",
" total_bbox = 30288, rewritten_bbox = 0.264131 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367033, GIOU: 0.260625), Class: 0.404663, Obj: 0.027169, No Obj: 0.002924, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.553811, iou_loss = 0.008437, total_loss = 1.562248 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000942, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003562, iou_loss = 0.000000, total_loss = 0.003562 \n",
" total_bbox = 30292, rewritten_bbox = 0.264096 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.235786, GIOU: 0.056771), Class: 0.525558, Obj: 0.022955, No Obj: 0.002525, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.474193, iou_loss = 0.038390, total_loss = 1.512582 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.802758, GIOU: 0.797762), Class: 0.498293, Obj: 0.028897, No Obj: 0.000988, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.383878, iou_loss = 0.618857, total_loss = 1.002735 \n",
" total_bbox = 30297, rewritten_bbox = 0.264053 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 379: 0.921544, 0.950259 avg loss, 0.000054 rate, 0.678999 seconds, 24256 images, 0.730815 hours left\n",
"Loaded: 0.000063 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390432, GIOU: 0.357502), Class: 0.494254, Obj: 0.027009, No Obj: 0.002542, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.885674, iou_loss = 0.204987, total_loss = 2.090662 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000992, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003912, iou_loss = 0.000000, total_loss = 0.003912 \n",
" total_bbox = 30302, rewritten_bbox = 0.264009 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394082, GIOU: 0.380801), Class: 0.462518, Obj: 0.009809, No Obj: 0.003205, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.826172, iou_loss = 0.077029, total_loss = 1.903202 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.675761, GIOU: 0.661251), Class: 0.631261, Obj: 0.001119, No Obj: 0.000955, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.325596, iou_loss = 1.657277, total_loss = 1.982873 \n",
" total_bbox = 30308, rewritten_bbox = 0.263957 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361462, GIOU: 0.250489), Class: 0.471392, Obj: 0.010497, No Obj: 0.002587, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.051134, iou_loss = 0.020393, total_loss = 1.071527 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.300966, GIOU: 0.220914), Class: 0.318629, Obj: 0.012013, No Obj: 0.000964, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.461989, iou_loss = 0.062831, total_loss = 0.524820 \n",
" total_bbox = 30312, rewritten_bbox = 0.263922 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370524, GIOU: 0.291028), Class: 0.645526, Obj: 0.013890, No Obj: 0.002887, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.057718, iou_loss = 0.080091, total_loss = 2.137809 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.377421, GIOU: 0.251997), Class: 0.374516, Obj: 0.003118, No Obj: 0.000973, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379310, iou_loss = 0.128246, total_loss = 0.507557 \n",
" total_bbox = 30319, rewritten_bbox = 0.263861 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.210038, GIOU: 0.200407), Class: 0.442716, Obj: 0.019724, No Obj: 0.003023, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.526950, iou_loss = 0.012149, total_loss = 1.539099 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.343892, GIOU: 0.343892), Class: 0.561870, Obj: 0.001491, No Obj: 0.001083, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.707936, iou_loss = 0.241137, total_loss = 0.949073 \n",
" total_bbox = 30325, rewritten_bbox = 0.263809 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448854, GIOU: 0.377833), Class: 0.413163, Obj: 0.012062, No Obj: 0.003110, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.460762, iou_loss = 0.110574, total_loss = 1.571335 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.407987, GIOU: 0.393693), Class: 0.486985, Obj: 0.003902, No Obj: 0.001006, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.665771, iou_loss = 0.280107, total_loss = 0.945878 \n",
" total_bbox = 30331, rewritten_bbox = 0.263757 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372950, GIOU: 0.372950), Class: 0.557521, Obj: 0.006737, No Obj: 0.003157, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.150113, iou_loss = 0.026523, total_loss = 1.176635 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001015, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003749, iou_loss = 0.000000, total_loss = 0.003749 \n",
" total_bbox = 30334, rewritten_bbox = 0.263730 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.488950, GIOU: 0.440144), Class: 0.343691, Obj: 0.017551, No Obj: 0.003101, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.263672, iou_loss = 0.024723, total_loss = 1.288395 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.289180, GIOU: 0.203540), Class: 0.577097, Obj: 0.003313, No Obj: 0.000943, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.682099, iou_loss = 0.117751, total_loss = 0.799850 \n",
" total_bbox = 30339, rewritten_bbox = 0.263687 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.169727, GIOU: 0.024749), Class: 0.481139, Obj: 0.022088, No Obj: 0.002853, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.760054, iou_loss = 0.006431, total_loss = 0.766485 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.294475, GIOU: 0.018182), Class: 0.475551, Obj: 0.005304, No Obj: 0.000988, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.990637, iou_loss = 0.984361, total_loss = 2.974998 \n",
" total_bbox = 30346, rewritten_bbox = 0.263626 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325124, GIOU: 0.222599), Class: 0.609514, Obj: 0.028497, No Obj: 0.002982, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.033970, iou_loss = 0.020740, total_loss = 1.054710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.285455, GIOU: 0.214944), Class: 0.518460, Obj: 0.006287, No Obj: 0.000964, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.732955, iou_loss = 0.212799, total_loss = 0.945754 \n",
" total_bbox = 30351, rewritten_bbox = 0.263583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.284309, GIOU: 0.187718), Class: 0.445158, Obj: 0.013240, No Obj: 0.002798, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.053665, iou_loss = 0.021072, total_loss = 2.074737 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.254279, GIOU: -0.023661), Class: 0.522204, Obj: 0.000751, No Obj: 0.000988, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.357591, iou_loss = 0.030686, total_loss = 0.388277 \n",
" total_bbox = 30357, rewritten_bbox = 0.263531 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.237248, GIOU: 0.030668), Class: 0.427276, Obj: 0.011224, No Obj: 0.003407, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.602663, iou_loss = 0.006708, total_loss = 1.609371 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.061279, GIOU: -0.590743), Class: 0.468263, Obj: 0.001305, No Obj: 0.000945, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.344869, iou_loss = 1.733051, total_loss = 2.077921 \n",
" total_bbox = 30362, rewritten_bbox = 0.263487 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.517372, GIOU: 0.504982), Class: 0.443479, Obj: 0.010168, No Obj: 0.003036, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.834560, iou_loss = 0.040850, total_loss = 1.875410 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000975, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003332, iou_loss = 0.000000, total_loss = 0.003332 \n",
" total_bbox = 30367, rewritten_bbox = 0.263444 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.224366, GIOU: 0.144925), Class: 0.685696, Obj: 0.044860, No Obj: 0.003325, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.239456, iou_loss = 0.013343, total_loss = 1.252799 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001022, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004288, iou_loss = 0.000000, total_loss = 0.004288 \n",
" total_bbox = 30371, rewritten_bbox = 0.263409 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368633, GIOU: 0.332638), Class: 0.497542, Obj: 0.028966, No Obj: 0.002795, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.508135, iou_loss = 0.046250, total_loss = 1.554384 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.128401, GIOU: -0.384727), Class: 0.348603, Obj: 0.001548, No Obj: 0.000999, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.419134, iou_loss = 0.003942, total_loss = 0.423076 \n",
" total_bbox = 30376, rewritten_bbox = 0.263366 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369405, GIOU: 0.305554), Class: 0.338001, Obj: 0.030089, No Obj: 0.003192, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.622753, iou_loss = 0.008909, total_loss = 1.631662 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.421540, GIOU: 0.352190), Class: 0.510413, Obj: 0.001862, No Obj: 0.001026, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.751374, iou_loss = 0.612110, total_loss = 1.363484 \n",
" total_bbox = 30382, rewritten_bbox = 0.263314 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 380: 1.001186, 0.955352 avg loss, 0.000054 rate, 0.700212 seconds, 24320 images, 0.730336 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.310919, GIOU: 0.230898), Class: 0.528559, Obj: 0.021286, No Obj: 0.002781, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.496060, iou_loss = 0.035514, total_loss = 1.531574 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000951, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003135, iou_loss = 0.000000, total_loss = 0.003135 \n",
" total_bbox = 30386, rewritten_bbox = 0.263279 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347609, GIOU: 0.225914), Class: 0.585364, Obj: 0.059840, No Obj: 0.002701, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.972054, iou_loss = 0.027543, total_loss = 0.999597 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.399788, GIOU: 0.336370), Class: 0.464141, Obj: 0.025196, No Obj: 0.000996, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.763143, iou_loss = 0.224386, total_loss = 0.987529 \n",
" total_bbox = 30391, rewritten_bbox = 0.263236 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.215357, GIOU: 0.119072), Class: 0.523620, Obj: 0.038290, No Obj: 0.003316, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.546353, iou_loss = 0.009898, total_loss = 1.556251 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.243693, GIOU: -0.000581), Class: 0.500595, Obj: 0.000807, No Obj: 0.000913, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.353369, iou_loss = 0.066224, total_loss = 0.419592 \n",
" total_bbox = 30396, rewritten_bbox = 0.263193 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.326924, GIOU: 0.263217), Class: 0.508193, Obj: 0.047779, No Obj: 0.003355, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.398918, iou_loss = 0.097504, total_loss = 1.496423 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000956, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002974, iou_loss = 0.000000, total_loss = 0.002974 \n",
" total_bbox = 30400, rewritten_bbox = 0.263158 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.473476, GIOU: 0.307436), Class: 0.543508, Obj: 0.064847, No Obj: 0.003190, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.722031, iou_loss = 0.020090, total_loss = 0.742120 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.299742, GIOU: 0.114104), Class: 0.490750, Obj: 0.000940, No Obj: 0.001030, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.268894, iou_loss = 4.748097, total_loss = 7.016992 \n",
" total_bbox = 30408, rewritten_bbox = 0.263089 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.342498, GIOU: 0.266307), Class: 0.396161, Obj: 0.059947, No Obj: 0.002754, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.188151, iou_loss = 0.019730, total_loss = 1.207881 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.465268, GIOU: 0.344853), Class: 0.642892, Obj: 0.004432, No Obj: 0.000923, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.320090, iou_loss = 0.092833, total_loss = 0.412923 \n",
" total_bbox = 30412, rewritten_bbox = 0.263054 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420422, GIOU: 0.395960), Class: 0.474310, Obj: 0.020048, No Obj: 0.002788, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.484261, iou_loss = 0.069551, total_loss = 1.553812 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.171610, GIOU: -0.031299), Class: 0.485111, Obj: 0.000591, No Obj: 0.000943, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.361121, iou_loss = 0.884602, total_loss = 1.245723 \n",
" total_bbox = 30417, rewritten_bbox = 0.263011 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399184, GIOU: 0.219066), Class: 0.693683, Obj: 0.013379, No Obj: 0.002733, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.074619, iou_loss = 0.067386, total_loss = 1.142005 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.324639, GIOU: 0.250565), Class: 0.427523, Obj: 0.004573, No Obj: 0.000964, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.120936, iou_loss = 0.647043, total_loss = 1.767979 \n",
" total_bbox = 30423, rewritten_bbox = 0.262959 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350765, GIOU: 0.267108), Class: 0.403829, Obj: 0.020637, No Obj: 0.003088, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.953444, iou_loss = 0.020085, total_loss = 1.973530 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.293034, GIOU: 0.293034), Class: 0.735209, Obj: 0.004709, No Obj: 0.000871, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.329598, iou_loss = 0.074884, total_loss = 0.404482 \n",
" total_bbox = 30429, rewritten_bbox = 0.262907 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.196569, GIOU: 0.115906), Class: 0.573697, Obj: 0.073878, No Obj: 0.003522, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.245859, iou_loss = 0.015773, total_loss = 1.261632 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000975, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003181, iou_loss = 0.000000, total_loss = 0.003181 \n",
" total_bbox = 30433, rewritten_bbox = 0.262873 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.459323, GIOU: 0.359669), Class: 0.570309, Obj: 0.016176, No Obj: 0.002673, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.471530, iou_loss = 0.028023, total_loss = 1.499553 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.277962, GIOU: 0.018184), Class: 0.446912, Obj: 0.001524, No Obj: 0.000958, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.145029, iou_loss = 0.349586, total_loss = 1.494615 \n",
" total_bbox = 30440, rewritten_bbox = 0.262812 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444084, GIOU: 0.407009), Class: 0.483317, Obj: 0.014989, No Obj: 0.002868, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.040429, iou_loss = 0.034024, total_loss = 1.074453 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.390755, GIOU: 0.382143), Class: 0.598514, Obj: 0.001758, No Obj: 0.001045, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.772114, iou_loss = 0.349313, total_loss = 1.121427 \n",
" total_bbox = 30445, rewritten_bbox = 0.262769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271103, GIOU: 0.271103), Class: 0.534595, Obj: 0.024574, No Obj: 0.002621, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.998293, iou_loss = 0.008041, total_loss = 1.006334 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.245960, GIOU: 0.154742), Class: 0.499496, Obj: 0.001196, No Obj: 0.000946, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.159318, iou_loss = 0.491001, total_loss = 1.650319 \n",
" total_bbox = 30451, rewritten_bbox = 0.262717 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362245, GIOU: 0.219754), Class: 0.444553, Obj: 0.044987, No Obj: 0.002947, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.468927, iou_loss = 0.004596, total_loss = 0.473523 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.657571, GIOU: 0.639653), Class: 0.558877, Obj: 0.017726, No Obj: 0.000983, .5R: 1.000000, .75R: 0.500000, count: 2, class_loss = 0.700341, iou_loss = 0.696820, total_loss = 1.397161 \n",
" total_bbox = 30454, rewritten_bbox = 0.262691 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.430388, GIOU: 0.385207), Class: 0.349759, Obj: 0.028193, No Obj: 0.003220, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.594109, iou_loss = 0.064631, total_loss = 1.658740 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000955, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003341, iou_loss = 0.000000, total_loss = 0.003341 \n",
" total_bbox = 30458, rewritten_bbox = 0.262657 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350559, GIOU: 0.120860), Class: 0.542845, Obj: 0.022869, No Obj: 0.002765, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330356, iou_loss = 0.004543, total_loss = 0.334900 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348690, GIOU: 0.296112), Class: 0.577009, Obj: 0.003021, No Obj: 0.000932, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.685593, iou_loss = 0.275675, total_loss = 0.961269 \n",
" total_bbox = 30461, rewritten_bbox = 0.262631 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 381: 0.915491, 0.951366 avg loss, 0.000055 rate, 0.675371 seconds, 24384 images, 0.730075 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.222063, GIOU: 0.222063), Class: 0.449353, Obj: 0.009716, No Obj: 0.002935, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.116024, iou_loss = 0.002941, total_loss = 1.118964 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.260382, GIOU: 0.201475), Class: 0.643600, Obj: 0.002873, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.342075, iou_loss = 0.019693, total_loss = 0.361767 \n",
" total_bbox = 30465, rewritten_bbox = 0.262596 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.459380, GIOU: 0.374571), Class: 0.479620, Obj: 0.012540, No Obj: 0.002544, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.458092, iou_loss = 0.043488, total_loss = 1.501580 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.516676, GIOU: 0.486324), Class: 0.423965, Obj: 0.003783, No Obj: 0.000962, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.422335, iou_loss = 0.773451, total_loss = 1.195786 \n",
" total_bbox = 30470, rewritten_bbox = 0.262553 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.585699, GIOU: 0.553553), Class: 0.405584, Obj: 0.015646, No Obj: 0.002691, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.519564, iou_loss = 0.083892, total_loss = 1.603456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000972, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003505, iou_loss = 0.000000, total_loss = 0.003505 \n",
" total_bbox = 30474, rewritten_bbox = 0.262519 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.518778, GIOU: 0.425963), Class: 0.614888, Obj: 0.028158, No Obj: 0.002898, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.383163, iou_loss = 0.021291, total_loss = 1.404454 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.464529, GIOU: 0.418961), Class: 0.560175, Obj: 0.001513, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.345470, iou_loss = 0.326616, total_loss = 0.672086 \n",
" total_bbox = 30479, rewritten_bbox = 0.262476 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381085, GIOU: 0.225395), Class: 0.517807, Obj: 0.055907, No Obj: 0.003227, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.449351, iou_loss = 0.024936, total_loss = 1.474288 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.444146, GIOU: 0.382556), Class: 0.542534, Obj: 0.003063, No Obj: 0.000932, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.679751, iou_loss = 0.826362, total_loss = 1.506113 \n",
" total_bbox = 30485, rewritten_bbox = 0.262424 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420978, GIOU: 0.398422), Class: 0.424900, Obj: 0.029619, No Obj: 0.003076, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.090711, iou_loss = 0.053311, total_loss = 1.144022 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.448376, GIOU: 0.448376), Class: 0.404811, Obj: 0.000499, No Obj: 0.000935, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372871, iou_loss = 0.175312, total_loss = 0.548183 \n",
" total_bbox = 30489, rewritten_bbox = 0.262390 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352503, GIOU: 0.269718), Class: 0.537015, Obj: 0.064978, No Obj: 0.003026, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.351164, iou_loss = 0.013242, total_loss = 1.364406 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000915, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002976, iou_loss = 0.000000, total_loss = 0.002976 \n",
" total_bbox = 30493, rewritten_bbox = 0.262355 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231079, GIOU: 0.105895), Class: 0.520429, Obj: 0.014799, No Obj: 0.002819, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.601209, iou_loss = 0.007365, total_loss = 1.608574 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.568728, GIOU: 0.509360), Class: 0.509696, Obj: 0.004919, No Obj: 0.000915, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.129539, iou_loss = 1.425432, total_loss = 2.554971 \n",
" total_bbox = 30500, rewritten_bbox = 0.262295 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.478776, GIOU: 0.478776), Class: 0.447974, Obj: 0.064663, No Obj: 0.003133, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.766111, iou_loss = 0.037758, total_loss = 0.803869 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.224453, GIOU: 0.163250), Class: 0.633199, Obj: 0.001372, No Obj: 0.000929, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.751598, iou_loss = 1.186780, total_loss = 1.938378 \n",
" total_bbox = 30504, rewritten_bbox = 0.262261 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435643, GIOU: 0.401286), Class: 0.400211, Obj: 0.086871, No Obj: 0.003517, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.535589, iou_loss = 0.027703, total_loss = 1.563292 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000938, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003110, iou_loss = 0.000000, total_loss = 0.003110 \n",
" total_bbox = 30508, rewritten_bbox = 0.262226 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371447, GIOU: 0.272711), Class: 0.502502, Obj: 0.026081, No Obj: 0.002742, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.496559, iou_loss = 0.058193, total_loss = 1.554753 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.282814, GIOU: 0.062835), Class: 0.625848, Obj: 0.004757, No Obj: 0.000979, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.783979, iou_loss = 0.084919, total_loss = 0.868898 \n",
" total_bbox = 30514, rewritten_bbox = 0.262175 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409113, GIOU: 0.355136), Class: 0.581075, Obj: 0.045742, No Obj: 0.003006, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.057201, iou_loss = 0.051014, total_loss = 1.108214 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.286207, GIOU: 0.077821), Class: 0.430609, Obj: 0.003838, No Obj: 0.000965, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.096646, iou_loss = 0.263752, total_loss = 1.360398 \n",
" total_bbox = 30520, rewritten_bbox = 0.262123 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.460077, GIOU: 0.341551), Class: 0.458684, Obj: 0.032583, No Obj: 0.002580, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.503166, iou_loss = 0.032351, total_loss = 1.535516 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000921, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002932, iou_loss = 0.000000, total_loss = 0.002932 \n",
" total_bbox = 30524, rewritten_bbox = 0.262089 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.262264, GIOU: 0.168182), Class: 0.519314, Obj: 0.018224, No Obj: 0.002609, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.577453, iou_loss = 0.011584, total_loss = 1.589037 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000928, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003776, iou_loss = 0.000000, total_loss = 0.003776 \n",
" total_bbox = 30528, rewritten_bbox = 0.262055 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283812, GIOU: 0.283812), Class: 0.428583, Obj: 0.177983, No Obj: 0.003463, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.099137, iou_loss = 0.014688, total_loss = 1.113825 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.264623, GIOU: -0.052384), Class: 0.417373, Obj: 0.000513, No Obj: 0.000942, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371943, iou_loss = 0.085483, total_loss = 0.457426 \n",
" total_bbox = 30532, rewritten_bbox = 0.262020 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.282520, GIOU: 0.282520), Class: 0.403449, Obj: 0.018573, No Obj: 0.003066, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.801063, iou_loss = 0.002530, total_loss = 0.803593 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.266919, GIOU: 0.019715), Class: 0.502960, Obj: 0.016102, No Obj: 0.000960, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.523968, iou_loss = 0.389163, total_loss = 1.913131 \n",
" total_bbox = 30538, rewritten_bbox = 0.261969 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 382: 0.904260, 0.946655 avg loss, 0.000056 rate, 0.675186 seconds, 24448 images, 0.729564 hours left\n",
"Loaded: 0.000064 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.331659, GIOU: 0.128861), Class: 0.570014, Obj: 0.028248, No Obj: 0.002794, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.165815, iou_loss = 0.011234, total_loss = 1.177049 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.281523, GIOU: 0.115454), Class: 0.397493, Obj: 0.003755, No Obj: 0.000914, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.395099, iou_loss = 0.023681, total_loss = 0.418779 \n",
" total_bbox = 30542, rewritten_bbox = 0.261934 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.535622, GIOU: 0.514149), Class: 0.527382, Obj: 0.017725, No Obj: 0.003093, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.384125, iou_loss = 0.014554, total_loss = 1.398679 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000990, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003741, iou_loss = 0.000000, total_loss = 0.003741 \n",
" total_bbox = 30546, rewritten_bbox = 0.261900 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370302, GIOU: 0.294862), Class: 0.621191, Obj: 0.031446, No Obj: 0.003215, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.274563, iou_loss = 0.006576, total_loss = 1.281139 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.334705, GIOU: 0.097346), Class: 0.838096, Obj: 0.002796, No Obj: 0.000937, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.298262, iou_loss = 0.134954, total_loss = 0.433215 \n",
" total_bbox = 30551, rewritten_bbox = 0.261857 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.236923, GIOU: 0.227527), Class: 0.463123, Obj: 0.012988, No Obj: 0.003550, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.549919, iou_loss = 0.022422, total_loss = 1.572341 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.466656, GIOU: 0.428185), Class: 0.432447, Obj: 0.001489, No Obj: 0.000982, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.403366, iou_loss = 0.407191, total_loss = 0.810557 \n",
" total_bbox = 30556, rewritten_bbox = 0.261814 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367826, GIOU: 0.364871), Class: 0.504187, Obj: 0.020393, No Obj: 0.003321, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.084806, iou_loss = 0.011593, total_loss = 1.096399 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000974, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.006441, iou_loss = 0.000000, total_loss = 0.006441 \n",
" total_bbox = 30559, rewritten_bbox = 0.261789 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.366346, GIOU: 0.263868), Class: 0.521274, Obj: 0.046908, No Obj: 0.003047, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.478837, iou_loss = 0.030916, total_loss = 1.509754 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000870, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002536, iou_loss = 0.000000, total_loss = 0.002536 \n",
" total_bbox = 30563, rewritten_bbox = 0.261754 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.506508, GIOU: 0.482016), Class: 0.554337, Obj: 0.023201, No Obj: 0.002629, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.444475, iou_loss = 0.059331, total_loss = 1.503806 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.311076, GIOU: 0.218569), Class: 0.514224, Obj: 0.012988, No Obj: 0.000983, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.771275, iou_loss = 0.106698, total_loss = 0.877973 \n",
" total_bbox = 30569, rewritten_bbox = 0.261703 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.335077, GIOU: 0.334192), Class: 0.512617, Obj: 0.057608, No Obj: 0.002770, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.410152, iou_loss = 0.025074, total_loss = 1.435226 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000957, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002814, iou_loss = 0.000000, total_loss = 0.002814 \n",
" total_bbox = 30573, rewritten_bbox = 0.261669 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.348217, GIOU: 0.251526), Class: 0.601068, Obj: 0.041110, No Obj: 0.002980, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.825830, iou_loss = 0.078537, total_loss = 1.904367 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.382877, GIOU: 0.382877), Class: 0.725177, Obj: 0.000916, No Obj: 0.000888, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.348849, iou_loss = 0.127934, total_loss = 0.476782 \n",
" total_bbox = 30579, rewritten_bbox = 0.261617 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346271, GIOU: 0.195711), Class: 0.394761, Obj: 0.009894, No Obj: 0.002930, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.245585, iou_loss = 0.047132, total_loss = 1.292717 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.136267, GIOU: 0.136267), Class: 0.361734, Obj: 0.017612, No Obj: 0.000986, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407591, iou_loss = 0.047592, total_loss = 0.455183 \n",
" total_bbox = 30583, rewritten_bbox = 0.261583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318541, GIOU: 0.178333), Class: 0.398872, Obj: 0.016281, No Obj: 0.003325, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.601423, iou_loss = 0.009485, total_loss = 1.610907 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.404870, GIOU: 0.320936), Class: 0.376706, Obj: 0.006834, No Obj: 0.000944, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.703234, iou_loss = 2.829282, total_loss = 4.532516 \n",
" total_bbox = 30591, rewritten_bbox = 0.261515 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.469304, GIOU: 0.436535), Class: 0.396514, Obj: 0.008948, No Obj: 0.002671, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.525364, iou_loss = 0.039023, total_loss = 1.564388 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000939, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003139, iou_loss = 0.000000, total_loss = 0.003139 \n",
" total_bbox = 30595, rewritten_bbox = 0.261481 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372205, GIOU: 0.300162), Class: 0.488758, Obj: 0.010601, No Obj: 0.002971, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.760266, iou_loss = 0.055302, total_loss = 1.815568 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.415750, GIOU: 0.356864), Class: 0.425425, Obj: 0.001551, No Obj: 0.000952, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.841507, iou_loss = 0.256294, total_loss = 1.097801 \n",
" total_bbox = 30602, rewritten_bbox = 0.261421 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389497, GIOU: 0.271714), Class: 0.567519, Obj: 0.013505, No Obj: 0.002530, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.553916, iou_loss = 0.047087, total_loss = 1.601002 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.396232, GIOU: 0.259181), Class: 0.514601, Obj: 0.003749, No Obj: 0.000941, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.733480, iou_loss = 0.246322, total_loss = 0.979802 \n",
" total_bbox = 30608, rewritten_bbox = 0.261370 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389086, GIOU: 0.231244), Class: 0.495235, Obj: 0.064074, No Obj: 0.003428, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.384844, iou_loss = 0.039656, total_loss = 1.424500 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000982, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003587, iou_loss = 0.000000, total_loss = 0.003587 \n",
" total_bbox = 30612, rewritten_bbox = 0.261335 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357505, GIOU: 0.269067), Class: 0.443341, Obj: 0.025356, No Obj: 0.002714, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.303953, iou_loss = 0.239985, total_loss = 2.543938 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000919, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004166, iou_loss = 0.000000, total_loss = 0.004166 \n",
" total_bbox = 30618, rewritten_bbox = 0.261284 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 383: 0.943749, 0.946365 avg loss, 0.000056 rate, 0.677681 seconds, 24512 images, 0.729054 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.388384, GIOU: 0.313496), Class: 0.451197, Obj: 0.014326, No Obj: 0.002625, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.632284, iou_loss = 0.043327, total_loss = 1.675612 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.164922, GIOU: 0.052010), Class: 0.530693, Obj: 0.002880, No Obj: 0.000923, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.765457, iou_loss = 2.633768, total_loss = 3.399225 \n",
" total_bbox = 30624, rewritten_bbox = 0.261233 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.270473, GIOU: 0.061166), Class: 0.492473, Obj: 0.032535, No Obj: 0.003401, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.946605, iou_loss = 0.012876, total_loss = 1.959480 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.384760, GIOU: 0.318366), Class: 0.611322, Obj: 0.006386, No Obj: 0.000950, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.670366, iou_loss = 0.348049, total_loss = 1.018415 \n",
" total_bbox = 30631, rewritten_bbox = 0.261173 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.411277, GIOU: 0.335859), Class: 0.392588, Obj: 0.087834, No Obj: 0.003866, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.539178, iou_loss = 0.068314, total_loss = 1.607492 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.224412, GIOU: -0.040738), Class: 0.545663, Obj: 0.002360, No Obj: 0.001014, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407484, iou_loss = 0.054920, total_loss = 0.462403 \n",
" total_bbox = 30636, rewritten_bbox = 0.261131 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379616, GIOU: 0.305163), Class: 0.531243, Obj: 0.012865, No Obj: 0.002065, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.425718, iou_loss = 0.137843, total_loss = 1.563561 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.518788, GIOU: 0.418656), Class: 0.391856, Obj: 0.004817, No Obj: 0.000957, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.385287, iou_loss = 0.430994, total_loss = 0.816281 \n",
" total_bbox = 30642, rewritten_bbox = 0.264343 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413577, GIOU: 0.362607), Class: 0.557414, Obj: 0.014877, No Obj: 0.002630, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.253159, iou_loss = 0.068928, total_loss = 2.322086 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000883, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002706, iou_loss = 0.000000, total_loss = 0.002706 \n",
" total_bbox = 30648, rewritten_bbox = 0.264291 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.453103, GIOU: 0.353943), Class: 0.492289, Obj: 0.036787, No Obj: 0.002982, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.498205, iou_loss = 0.054688, total_loss = 1.552893 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.278073, GIOU: -0.039521), Class: 0.386985, Obj: 0.003138, No Obj: 0.001010, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.385327, iou_loss = 0.026486, total_loss = 0.411813 \n",
" total_bbox = 30653, rewritten_bbox = 0.264248 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325121, GIOU: 0.209796), Class: 0.527284, Obj: 0.019272, No Obj: 0.002791, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.180972, iou_loss = 0.144298, total_loss = 2.325270 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001053, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004334, iou_loss = 0.000000, total_loss = 0.004334 \n",
" total_bbox = 30659, rewritten_bbox = 0.264196 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.171182, GIOU: 0.145878), Class: 0.611985, Obj: 0.022258, No Obj: 0.002565, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.334785, iou_loss = 0.029053, total_loss = 1.363838 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.234007, GIOU: -0.125363), Class: 0.227515, Obj: 0.000291, No Obj: 0.000892, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.478501, iou_loss = 0.022039, total_loss = 0.500540 \n",
" total_bbox = 30664, rewritten_bbox = 0.264153 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.441691, GIOU: 0.418911), Class: 0.431188, Obj: 0.016684, No Obj: 0.002951, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.874525, iou_loss = 0.033636, total_loss = 1.908161 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.411731, GIOU: 0.239424), Class: 0.599266, Obj: 0.002129, No Obj: 0.000905, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.413666, iou_loss = 0.076269, total_loss = 0.489935 \n",
" total_bbox = 30670, rewritten_bbox = 0.264102 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.400062, GIOU: 0.354971), Class: 0.407263, Obj: 0.023450, No Obj: 0.002616, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.810635, iou_loss = 0.008270, total_loss = 0.818904 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.566473, GIOU: 0.547906), Class: 0.523565, Obj: 0.002100, No Obj: 0.000878, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.342689, iou_loss = 0.249827, total_loss = 0.592516 \n",
" total_bbox = 30673, rewritten_bbox = 0.264076 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.288036, GIOU: 0.163193), Class: 0.639574, Obj: 0.041028, No Obj: 0.003086, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.227339, iou_loss = 0.020317, total_loss = 1.247655 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.314839, GIOU: 0.099112), Class: 0.394053, Obj: 0.013981, No Obj: 0.000946, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384562, iou_loss = 0.053377, total_loss = 0.437939 \n",
" total_bbox = 30678, rewritten_bbox = 0.264033 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369199, GIOU: 0.332201), Class: 0.583933, Obj: 0.048321, No Obj: 0.003532, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.255361, iou_loss = 0.028600, total_loss = 1.283961 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.535138, GIOU: 0.488153), Class: 0.437421, Obj: 0.003381, No Obj: 0.000903, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.394125, iou_loss = 0.177743, total_loss = 0.571867 \n",
" total_bbox = 30683, rewritten_bbox = 0.263990 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313529, GIOU: 0.294840), Class: 0.464555, Obj: 0.033011, No Obj: 0.002735, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.486527, iou_loss = 0.033946, total_loss = 1.520473 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.437084, GIOU: 0.422763), Class: 0.532643, Obj: 0.001584, No Obj: 0.000943, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.364316, iou_loss = 1.270576, total_loss = 1.634892 \n",
" total_bbox = 30688, rewritten_bbox = 0.263947 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.562258, GIOU: 0.562258), Class: 0.503493, Obj: 0.033187, No Obj: 0.003015, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.140787, iou_loss = 0.025781, total_loss = 1.166568 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.221223, GIOU: 0.055450), Class: 0.366565, Obj: 0.000771, No Obj: 0.001013, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.236372, iou_loss = 2.452165, total_loss = 3.688536 \n",
" total_bbox = 30694, rewritten_bbox = 0.263895 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374135, GIOU: 0.342855), Class: 0.356675, Obj: 0.021898, No Obj: 0.003299, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.102785, iou_loss = 0.079078, total_loss = 2.181864 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.430034, GIOU: 0.373893), Class: 0.510712, Obj: 0.003042, No Obj: 0.000997, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.411352, iou_loss = 0.431330, total_loss = 0.842682 \n",
" total_bbox = 30700, rewritten_bbox = 0.263844 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415258, GIOU: 0.349383), Class: 0.406808, Obj: 0.009306, No Obj: 0.003215, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.197787, iou_loss = 0.009675, total_loss = 1.207462 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.478674, GIOU: 0.478118), Class: 0.564310, Obj: 0.002458, No Obj: 0.000940, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.752030, iou_loss = 0.407949, total_loss = 1.159979 \n",
" total_bbox = 30705, rewritten_bbox = 0.263801 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 384: 1.019832, 0.953712 avg loss, 0.000057 rate, 0.701766 seconds, 24576 images, 0.728573 hours left\n",
"Loaded: 0.000076 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271456, GIOU: 0.196757), Class: 0.516641, Obj: 0.036245, No Obj: 0.002624, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.404785, iou_loss = 0.009410, total_loss = 1.414195 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000837, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002290, iou_loss = 0.000000, total_loss = 0.002290 \n",
" total_bbox = 30709, rewritten_bbox = 0.263766 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.506641, GIOU: 0.500581), Class: 0.440820, Obj: 0.046059, No Obj: 0.003363, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.988998, iou_loss = 0.191141, total_loss = 2.180140 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000993, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003399, iou_loss = 0.000000, total_loss = 0.003399 \n",
" total_bbox = 30714, rewritten_bbox = 0.263723 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353516, GIOU: 0.348326), Class: 0.446973, Obj: 0.019899, No Obj: 0.003056, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.118709, iou_loss = 0.009825, total_loss = 1.128534 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000964, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003122, iou_loss = 0.000000, total_loss = 0.003122 \n",
" total_bbox = 30718, rewritten_bbox = 0.266944 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308079, GIOU: 0.285080), Class: 0.535085, Obj: 0.018291, No Obj: 0.002440, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.432250, iou_loss = 0.037035, total_loss = 1.469286 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000882, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002576, iou_loss = 0.000000, total_loss = 0.002576 \n",
" total_bbox = 30722, rewritten_bbox = 0.266910 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409879, GIOU: 0.332259), Class: 0.481571, Obj: 0.050337, No Obj: 0.002938, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.778619, iou_loss = 0.063075, total_loss = 1.841694 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.419036, GIOU: 0.275947), Class: 0.726896, Obj: 0.002916, No Obj: 0.000954, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.307479, iou_loss = 0.489876, total_loss = 0.797355 \n",
" total_bbox = 30728, rewritten_bbox = 0.266858 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.432908, GIOU: 0.365087), Class: 0.393870, Obj: 0.030811, No Obj: 0.002834, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.163066, iou_loss = 0.035211, total_loss = 1.198277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.462378, GIOU: 0.365076), Class: 0.468268, Obj: 0.001151, No Obj: 0.000938, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.769223, iou_loss = 0.637786, total_loss = 1.407009 \n",
" total_bbox = 30733, rewritten_bbox = 0.266814 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362708, GIOU: 0.250885), Class: 0.459991, Obj: 0.023380, No Obj: 0.003546, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.787415, iou_loss = 0.002961, total_loss = 0.790377 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.439275, GIOU: 0.254508), Class: 0.443602, Obj: 0.007904, No Obj: 0.000966, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.803311, iou_loss = 0.378600, total_loss = 1.181911 \n",
" total_bbox = 30737, rewritten_bbox = 0.266779 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.471621, GIOU: 0.380750), Class: 0.540710, Obj: 0.027277, No Obj: 0.002718, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.789506, iou_loss = 0.051284, total_loss = 1.840789 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.245843, GIOU: 0.245843), Class: 0.783680, Obj: 0.000896, No Obj: 0.000929, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.289099, iou_loss = 0.052645, total_loss = 0.341743 \n",
" total_bbox = 30743, rewritten_bbox = 0.266727 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346777, GIOU: 0.246604), Class: 0.388262, Obj: 0.018864, No Obj: 0.002918, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.555643, iou_loss = 0.080820, total_loss = 1.636463 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000906, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002794, iou_loss = 0.000000, total_loss = 0.002794 \n",
" total_bbox = 30747, rewritten_bbox = 0.266693 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380640, GIOU: 0.342578), Class: 0.639322, Obj: 0.050455, No Obj: 0.003103, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.339710, iou_loss = 0.059671, total_loss = 1.399381 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000900, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003279, iou_loss = 0.000000, total_loss = 0.003279 \n",
" total_bbox = 30751, rewritten_bbox = 0.266658 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.432929, GIOU: 0.337345), Class: 0.493150, Obj: 0.034613, No Obj: 0.003308, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.457765, iou_loss = 0.025985, total_loss = 1.483750 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.280398, GIOU: 0.062600), Class: 0.503834, Obj: 0.006989, No Obj: 0.000998, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.390164, iou_loss = 0.041215, total_loss = 0.431380 \n",
" total_bbox = 30756, rewritten_bbox = 0.266615 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500947, GIOU: 0.438715), Class: 0.543231, Obj: 0.023382, No Obj: 0.002383, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.144578, iou_loss = 0.025780, total_loss = 1.170357 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.508939, GIOU: 0.423158), Class: 0.549514, Obj: 0.010976, No Obj: 0.000930, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.359763, iou_loss = 0.115359, total_loss = 0.475122 \n",
" total_bbox = 30760, rewritten_bbox = 0.266580 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290254, GIOU: 0.233050), Class: 0.526993, Obj: 0.039757, No Obj: 0.002623, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.811801, iou_loss = 0.040670, total_loss = 1.852470 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000917, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002851, iou_loss = 0.000000, total_loss = 0.002851 \n",
" total_bbox = 30765, rewritten_bbox = 0.266537 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.272563, GIOU: 0.042108), Class: 0.449135, Obj: 0.042118, No Obj: 0.003275, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.662555, iou_loss = 0.018744, total_loss = 1.681298 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.395854, GIOU: 0.346227), Class: 0.497982, Obj: 0.000061, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.424470, iou_loss = 0.323157, total_loss = 0.747627 \n",
" total_bbox = 30770, rewritten_bbox = 0.266493 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.385641, GIOU: 0.292661), Class: 0.566435, Obj: 0.009136, No Obj: 0.002951, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.460401, iou_loss = 0.088070, total_loss = 1.548471 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.157736, GIOU: 0.157737), Class: 0.793644, Obj: 0.004805, No Obj: 0.001001, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.374399, iou_loss = 0.022224, total_loss = 0.396623 \n",
" total_bbox = 30775, rewritten_bbox = 0.266450 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.224737, GIOU: 0.001518), Class: 0.470149, Obj: 0.013041, No Obj: 0.002245, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.481130, iou_loss = 0.020584, total_loss = 1.501714 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.228885, GIOU: 0.140377), Class: 0.439780, Obj: 0.003132, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.802401, iou_loss = 0.326192, total_loss = 1.128594 \n",
" total_bbox = 30781, rewritten_bbox = 0.266398 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 385: 0.881124, 0.946453 avg loss, 0.000057 rate, 0.693706 seconds, 24640 images, 0.728337 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.342748, GIOU: 0.336794), Class: 0.559291, Obj: 0.033322, No Obj: 0.002713, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.998440, iou_loss = 0.035040, total_loss = 1.033480 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000963, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003675, iou_loss = 0.000000, total_loss = 0.003675 \n",
" total_bbox = 30784, rewritten_bbox = 0.266372 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.293852, GIOU: 0.089730), Class: 0.510980, Obj: 0.028923, No Obj: 0.002844, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.486804, iou_loss = 0.028018, total_loss = 1.514822 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.263683, GIOU: -0.011878), Class: 0.585054, Obj: 0.002908, No Obj: 0.000919, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330179, iou_loss = 0.190389, total_loss = 0.520568 \n",
" total_bbox = 30789, rewritten_bbox = 0.266329 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321635, GIOU: 0.200725), Class: 0.595306, Obj: 0.009251, No Obj: 0.002881, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.686960, iou_loss = 0.022864, total_loss = 1.709824 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.178130, GIOU: 0.032483), Class: 0.508113, Obj: 0.002149, No Obj: 0.000919, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384605, iou_loss = 0.022441, total_loss = 0.407046 \n",
" total_bbox = 30795, rewritten_bbox = 0.266277 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482477, GIOU: 0.420675), Class: 0.445564, Obj: 0.018688, No Obj: 0.003200, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.452119, iou_loss = 0.022028, total_loss = 1.474148 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000933, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003146, iou_loss = 0.000000, total_loss = 0.003146 \n",
" total_bbox = 30799, rewritten_bbox = 0.266242 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.723746, GIOU: 0.723483), Class: 0.511880, Obj: 0.014296, No Obj: 0.002904, .5R: 1.000000, .75R: 0.500000, count: 2, class_loss = 0.801499, iou_loss = 0.068771, total_loss = 0.870270 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.453933, GIOU: 0.365474), Class: 0.604269, Obj: 0.004786, No Obj: 0.000905, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.368661, iou_loss = 0.435800, total_loss = 0.804461 \n",
" total_bbox = 30802, rewritten_bbox = 0.266216 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395534, GIOU: 0.250312), Class: 0.531206, Obj: 0.044381, No Obj: 0.003658, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.261627, iou_loss = 0.141913, total_loss = 2.403541 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000927, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003537, iou_loss = 0.000000, total_loss = 0.003537 \n",
" total_bbox = 30808, rewritten_bbox = 0.266165 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.221170, GIOU: 0.038353), Class: 0.710530, Obj: 0.011407, No Obj: 0.002197, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.139844, iou_loss = 0.007857, total_loss = 1.147701 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.422628, GIOU: 0.284110), Class: 0.337804, Obj: 0.001992, No Obj: 0.000890, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.525136, iou_loss = 0.093107, total_loss = 0.618243 \n",
" total_bbox = 30812, rewritten_bbox = 0.266130 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.207961, GIOU: 0.195604), Class: 0.469387, Obj: 0.024218, No Obj: 0.003147, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.487469, iou_loss = 0.011276, total_loss = 1.498744 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.728684, GIOU: 0.708560), Class: 0.517138, Obj: 0.001407, No Obj: 0.000884, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.339793, iou_loss = 0.327557, total_loss = 0.667350 \n",
" total_bbox = 30817, rewritten_bbox = 0.266087 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402850, GIOU: 0.354003), Class: 0.443323, Obj: 0.029802, No Obj: 0.002961, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 2.096085, iou_loss = 0.053489, total_loss = 2.149574 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000924, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003120, iou_loss = 0.000000, total_loss = 0.003120 \n",
" total_bbox = 30822, rewritten_bbox = 0.266044 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245958, GIOU: 0.207395), Class: 0.484347, Obj: 0.016514, No Obj: 0.002948, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.167405, iou_loss = 0.002883, total_loss = 1.170288 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.178211, GIOU: -0.308261), Class: 0.394382, Obj: 0.002593, No Obj: 0.000922, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.415989, iou_loss = 0.009740, total_loss = 0.425729 \n",
" total_bbox = 30826, rewritten_bbox = 0.266009 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418580, GIOU: 0.393153), Class: 0.670326, Obj: 0.028514, No Obj: 0.003386, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.074187, iou_loss = 0.016216, total_loss = 1.090403 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.163444, GIOU: 0.119948), Class: 0.668964, Obj: 0.003007, No Obj: 0.000857, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.394042, iou_loss = 0.068696, total_loss = 0.462738 \n",
" total_bbox = 30830, rewritten_bbox = 0.265975 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.460422, GIOU: 0.408938), Class: 0.533385, Obj: 0.015760, No Obj: 0.002857, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.688104, iou_loss = 0.043778, total_loss = 0.731881 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.198879, GIOU: 0.131118), Class: 0.377896, Obj: 0.003053, No Obj: 0.000858, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.769524, iou_loss = 0.056950, total_loss = 0.826474 \n",
" total_bbox = 30834, rewritten_bbox = 0.265940 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339183, GIOU: 0.227264), Class: 0.515829, Obj: 0.029054, No Obj: 0.003474, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.811293, iou_loss = 0.029282, total_loss = 1.840575 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000912, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002933, iou_loss = 0.000000, total_loss = 0.002933 \n",
" total_bbox = 30839, rewritten_bbox = 0.265897 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.457286, GIOU: 0.402812), Class: 0.530015, Obj: 0.017768, No Obj: 0.002411, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.467663, iou_loss = 0.122476, total_loss = 1.590139 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.351695, GIOU: 0.298754), Class: 0.433726, Obj: 0.003024, No Obj: 0.000880, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.759141, iou_loss = 1.192876, total_loss = 1.952016 \n",
" total_bbox = 30845, rewritten_bbox = 0.265845 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.445854, GIOU: 0.303983), Class: 0.635012, Obj: 0.032500, No Obj: 0.002918, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.588556, iou_loss = 0.065111, total_loss = 1.653667 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000909, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002800, iou_loss = 0.000000, total_loss = 0.002800 \n",
" total_bbox = 30850, rewritten_bbox = 0.265802 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371290, GIOU: 0.357821), Class: 0.493584, Obj: 0.020561, No Obj: 0.002843, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.501058, iou_loss = 0.010019, total_loss = 1.511077 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000856, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002635, iou_loss = 0.000000, total_loss = 0.002635 \n",
" total_bbox = 30854, rewritten_bbox = 0.265768 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 386: 0.853025, 0.937110 avg loss, 0.000058 rate, 0.698739 seconds, 24704 images, 0.728021 hours left\n",
"Loaded: 0.000033 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.437160, GIOU: 0.356370), Class: 0.466082, Obj: 0.048150, No Obj: 0.003098, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.800300, iou_loss = 0.177593, total_loss = 1.977893 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000887, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002768, iou_loss = 0.000000, total_loss = 0.002768 \n",
" total_bbox = 30859, rewritten_bbox = 0.265725 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.488747, GIOU: 0.485919), Class: 0.403266, Obj: 0.028902, No Obj: 0.003142, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.816447, iou_loss = 0.007069, total_loss = 0.823516 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.389678, GIOU: 0.382031), Class: 0.403138, Obj: 0.020970, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.346990, iou_loss = 0.106642, total_loss = 0.453632 \n",
" total_bbox = 30862, rewritten_bbox = 0.265699 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.531196, GIOU: 0.432300), Class: 0.563364, Obj: 0.157453, No Obj: 0.003377, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.215072, iou_loss = 0.173770, total_loss = 1.388842 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.001029, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004020, iou_loss = 0.000000, total_loss = 0.004020 \n",
" total_bbox = 30866, rewritten_bbox = 0.265664 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.281395, GIOU: 0.249804), Class: 0.508647, Obj: 0.016482, No Obj: 0.002388, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.238994, iou_loss = 0.022301, total_loss = 2.261295 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.336726, GIOU: 0.336727), Class: 0.663841, Obj: 0.001662, No Obj: 0.000811, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.339829, iou_loss = 0.307940, total_loss = 0.647769 \n",
" total_bbox = 30873, rewritten_bbox = 0.265604 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275793, GIOU: 0.091278), Class: 0.438645, Obj: 0.025149, No Obj: 0.002452, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.530789, iou_loss = 0.010849, total_loss = 1.541638 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000873, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002631, iou_loss = 0.000000, total_loss = 0.002631 \n",
" total_bbox = 30877, rewritten_bbox = 0.265570 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472054, GIOU: 0.438383), Class: 0.507113, Obj: 0.164335, No Obj: 0.003009, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 0.879525, iou_loss = 0.038397, total_loss = 0.917922 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.195739, GIOU: -0.076108), Class: 0.539864, Obj: 0.000432, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.108475, iou_loss = 0.196000, total_loss = 1.304475 \n",
" total_bbox = 30883, rewritten_bbox = 0.265518 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367973, GIOU: 0.269365), Class: 0.423331, Obj: 0.024875, No Obj: 0.002995, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.515989, iou_loss = 0.006063, total_loss = 1.522051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000866, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002560, iou_loss = 0.000000, total_loss = 0.002560 \n",
" total_bbox = 30888, rewritten_bbox = 0.268713 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358920, GIOU: 0.209395), Class: 0.484358, Obj: 0.019874, No Obj: 0.002829, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.184702, iou_loss = 0.056825, total_loss = 1.241527 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.318183, GIOU: 0.225069), Class: 0.480556, Obj: 0.004041, No Obj: 0.000940, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.254651, iou_loss = 1.959506, total_loss = 3.214157 \n",
" total_bbox = 30894, rewritten_bbox = 0.268661 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.523434, GIOU: 0.522356), Class: 0.445686, Obj: 0.092540, No Obj: 0.003470, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.343177, iou_loss = 0.092403, total_loss = 1.435580 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000954, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003220, iou_loss = 0.000000, total_loss = 0.003220 \n",
" total_bbox = 30898, rewritten_bbox = 0.268626 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.505088, GIOU: 0.494096), Class: 0.513086, Obj: 0.063398, No Obj: 0.002925, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.703115, iou_loss = 0.109387, total_loss = 1.812502 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002951, iou_loss = 0.000000, total_loss = 0.002951 \n",
" total_bbox = 30903, rewritten_bbox = 0.268582 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277563, GIOU: 0.277563), Class: 0.462791, Obj: 0.045282, No Obj: 0.002840, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.096102, iou_loss = 0.003936, total_loss = 1.100037 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.452512, GIOU: 0.352942), Class: 0.255335, Obj: 0.003801, No Obj: 0.000861, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.503439, iou_loss = 0.081523, total_loss = 0.584962 \n",
" total_bbox = 30907, rewritten_bbox = 0.268548 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.407286, GIOU: 0.237812), Class: 0.391058, Obj: 0.013704, No Obj: 0.002857, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.614894, iou_loss = 0.017424, total_loss = 1.632318 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.464529, GIOU: 0.385071), Class: 0.359129, Obj: 0.005225, No Obj: 0.000880, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.484578, iou_loss = 1.138313, total_loss = 1.622891 \n",
" total_bbox = 30912, rewritten_bbox = 0.268504 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.274655, GIOU: 0.202764), Class: 0.458261, Obj: 0.034994, No Obj: 0.002624, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.783875, iou_loss = 0.044852, total_loss = 1.828728 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.267263, GIOU: 0.031220), Class: 0.538800, Obj: 0.008784, No Obj: 0.000874, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.321897, iou_loss = 0.082946, total_loss = 0.404842 \n",
" total_bbox = 30918, rewritten_bbox = 0.268452 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.467795, GIOU: 0.333457), Class: 0.533609, Obj: 0.044744, No Obj: 0.002769, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.927549, iou_loss = 0.173548, total_loss = 2.101098 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.382169, GIOU: 0.332611), Class: 0.411481, Obj: 0.001616, No Obj: 0.000945, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.409165, iou_loss = 0.249877, total_loss = 0.659042 \n",
" total_bbox = 30924, rewritten_bbox = 0.268400 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372011, GIOU: 0.256661), Class: 0.576872, Obj: 0.017134, No Obj: 0.003213, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.999024, iou_loss = 0.038079, total_loss = 1.037103 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.360388, GIOU: 0.308370), Class: 0.577757, Obj: 0.005714, No Obj: 0.000900, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371703, iou_loss = 0.067944, total_loss = 0.439647 \n",
" total_bbox = 30928, rewritten_bbox = 0.268365 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.215079, GIOU: -0.015080), Class: 0.515700, Obj: 0.037562, No Obj: 0.003273, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 1.948196, iou_loss = 0.077202, total_loss = 2.025398 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.525378, GIOU: 0.492299), Class: 0.567175, Obj: 0.013176, No Obj: 0.000941, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.073959, iou_loss = 1.042586, total_loss = 2.116545 \n",
" total_bbox = 30937, rewritten_bbox = 0.271520 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 387: 0.940984, 0.937497 avg loss, 0.000059 rate, 0.681633 seconds, 24768 images, 0.727755 hours left\n",
"Loaded: 0.000068 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.406959, GIOU: 0.288390), Class: 0.376411, Obj: 0.029253, No Obj: 0.002950, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.538327, iou_loss = 0.148689, total_loss = 1.687016 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.463376, GIOU: 0.446409), Class: 0.522880, Obj: 0.009229, No Obj: 0.000896, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.745055, iou_loss = 0.501606, total_loss = 1.246661 \n",
" total_bbox = 30943, rewritten_bbox = 0.271467 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.423492, GIOU: 0.323827), Class: 0.619772, Obj: 0.018149, No Obj: 0.002804, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.100017, iou_loss = 0.019883, total_loss = 1.119900 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.210636, GIOU: -0.193066), Class: 0.432884, Obj: 0.003780, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.343172, iou_loss = 0.046453, total_loss = 0.389625 \n",
" total_bbox = 30947, rewritten_bbox = 0.271432 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500446, GIOU: 0.446618), Class: 0.390867, Obj: 0.018869, No Obj: 0.002883, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.486537, iou_loss = 0.042857, total_loss = 1.529394 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000856, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002430, iou_loss = 0.000000, total_loss = 0.002430 \n",
" total_bbox = 30951, rewritten_bbox = 0.271397 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.340011, GIOU: 0.272740), Class: 0.662054, Obj: 0.015232, No Obj: 0.002653, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.973394, iou_loss = 0.028806, total_loss = 1.002200 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000847, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002461, iou_loss = 0.000000, total_loss = 0.002461 \n",
" total_bbox = 30954, rewritten_bbox = 0.271370 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.335995, GIOU: 0.230935), Class: 0.557732, Obj: 0.024694, No Obj: 0.002381, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.413203, iou_loss = 0.067186, total_loss = 1.480388 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000858, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002772, iou_loss = 0.000000, total_loss = 0.002772 \n",
" total_bbox = 30958, rewritten_bbox = 0.271335 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.614249, GIOU: 0.573556), Class: 0.598068, Obj: 0.068125, No Obj: 0.002697, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 1.101110, iou_loss = 0.055285, total_loss = 1.156396 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.081605, GIOU: -0.186394), Class: 0.316204, Obj: 0.002609, No Obj: 0.000898, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.491844, iou_loss = 2.503533, total_loss = 2.995377 \n",
" total_bbox = 30962, rewritten_bbox = 0.271300 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.430122, GIOU: 0.301043), Class: 0.473714, Obj: 0.022831, No Obj: 0.002798, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.882266, iou_loss = 0.050382, total_loss = 1.932648 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.303636, GIOU: 0.252499), Class: 0.613548, Obj: 0.001684, No Obj: 0.000907, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.700708, iou_loss = 0.162871, total_loss = 0.863579 \n",
" total_bbox = 30969, rewritten_bbox = 0.271239 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482325, GIOU: 0.378390), Class: 0.535624, Obj: 0.024753, No Obj: 0.002767, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.404745, iou_loss = 0.031528, total_loss = 1.436273 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000825, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002291, iou_loss = 0.000000, total_loss = 0.002291 \n",
" total_bbox = 30973, rewritten_bbox = 0.271204 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.611330, GIOU: 0.609473), Class: 0.439739, Obj: 0.037464, No Obj: 0.002864, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.020959, iou_loss = 0.018520, total_loss = 1.039479 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.383693, GIOU: 0.198585), Class: 0.394910, Obj: 0.005384, No Obj: 0.000863, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.491413, iou_loss = 0.069205, total_loss = 0.560618 \n",
" total_bbox = 30977, rewritten_bbox = 0.271169 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365798, GIOU: 0.239641), Class: 0.538260, Obj: 0.027430, No Obj: 0.002339, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.065883, iou_loss = 0.008450, total_loss = 1.074333 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.190683, GIOU: 0.073535), Class: 0.475661, Obj: 0.005573, No Obj: 0.000889, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.238866, iou_loss = 1.194060, total_loss = 2.432926 \n",
" total_bbox = 30983, rewritten_bbox = 0.271116 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322580, GIOU: 0.154618), Class: 0.629669, Obj: 0.021007, No Obj: 0.003278, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.347140, iou_loss = 0.016976, total_loss = 1.364116 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000923, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002893, iou_loss = 0.000000, total_loss = 0.002893 \n",
" total_bbox = 30987, rewritten_bbox = 0.271081 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365165, GIOU: 0.328479), Class: 0.624364, Obj: 0.044572, No Obj: 0.003283, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 1.947221, iou_loss = 0.164126, total_loss = 2.111347 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353284, GIOU: 0.279146), Class: 0.460606, Obj: 0.005723, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.881489, iou_loss = 0.288432, total_loss = 1.169921 \n",
" total_bbox = 30995, rewritten_bbox = 0.271011 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.363126, GIOU: 0.233699), Class: 0.552754, Obj: 0.057078, No Obj: 0.002743, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.688099, iou_loss = 0.026266, total_loss = 0.714365 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.544564, GIOU: 0.499693), Class: 0.299766, Obj: 0.000128, No Obj: 0.000946, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.454014, iou_loss = 0.288689, total_loss = 0.742703 \n",
" total_bbox = 30998, rewritten_bbox = 0.270985 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.416508, GIOU: 0.327089), Class: 0.509902, Obj: 0.036116, No Obj: 0.002636, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.849188, iou_loss = 0.028556, total_loss = 1.877744 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.252757, GIOU: -0.080160), Class: 0.472128, Obj: 0.001127, No Obj: 0.000848, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393496, iou_loss = 0.026074, total_loss = 0.419569 \n",
" total_bbox = 31004, rewritten_bbox = 0.270933 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368297, GIOU: 0.336788), Class: 0.533535, Obj: 0.014292, No Obj: 0.002794, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.725846, iou_loss = 0.053132, total_loss = 1.778978 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.283950, GIOU: 0.224251), Class: 0.543075, Obj: 0.003833, No Obj: 0.000880, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.059065, iou_loss = 1.945306, total_loss = 3.004370 \n",
" total_bbox = 31012, rewritten_bbox = 0.270863 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.527609, GIOU: 0.488631), Class: 0.446525, Obj: 0.023150, No Obj: 0.002640, .5R: 0.666667, .75R: 0.166667, count: 6, class_loss = 2.450291, iou_loss = 0.103804, total_loss = 2.554096 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.188289, GIOU: 0.173293), Class: 0.602219, Obj: 0.001595, No Obj: 0.000830, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.311848, iou_loss = 0.038624, total_loss = 0.350473 \n",
" total_bbox = 31019, rewritten_bbox = 0.270802 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 388: 0.950414, 0.938789 avg loss, 0.000059 rate, 0.705049 seconds, 24832 images, 0.727319 hours left\n",
"Loaded: 0.000032 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.426064, GIOU: 0.414250), Class: 0.394516, Obj: 0.044186, No Obj: 0.002956, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.570178, iou_loss = 0.026279, total_loss = 1.596457 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000851, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002471, iou_loss = 0.000000, total_loss = 0.002471 \n",
" total_bbox = 31023, rewritten_bbox = 0.270767 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.330784, GIOU: 0.321928), Class: 0.420151, Obj: 0.019860, No Obj: 0.002705, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.498988, iou_loss = 0.058439, total_loss = 1.557428 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.236205, GIOU: -0.133104), Class: 0.591181, Obj: 0.008409, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.675096, iou_loss = 0.042556, total_loss = 0.717652 \n",
" total_bbox = 31029, rewritten_bbox = 0.270714 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277119, GIOU: 0.049111), Class: 0.374966, Obj: 0.031525, No Obj: 0.003050, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.270214, iou_loss = 0.005024, total_loss = 1.275238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.294561, GIOU: 0.207217), Class: 0.523769, Obj: 0.005920, No Obj: 0.000859, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.348404, iou_loss = 0.333075, total_loss = 0.681479 \n",
" total_bbox = 31033, rewritten_bbox = 0.270680 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.633633, GIOU: 0.629362), Class: 0.553650, Obj: 0.028480, No Obj: 0.002696, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.509161, iou_loss = 0.173739, total_loss = 1.682900 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000902, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003347, iou_loss = 0.000000, total_loss = 0.003347 \n",
" total_bbox = 31037, rewritten_bbox = 0.270645 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.324509, GIOU: 0.212505), Class: 0.522017, Obj: 0.008169, No Obj: 0.002156, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.200031, iou_loss = 0.116022, total_loss = 2.316054 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.227642, GIOU: -0.062206), Class: 0.579782, Obj: 0.000547, No Obj: 0.000866, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.366132, iou_loss = 0.069212, total_loss = 0.435344 \n",
" total_bbox = 31044, rewritten_bbox = 0.270584 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395295, GIOU: 0.304940), Class: 0.422738, Obj: 0.055320, No Obj: 0.002520, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.785758, iou_loss = 0.070864, total_loss = 1.856622 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000881, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003978, iou_loss = 0.000000, total_loss = 0.003978 \n",
" total_bbox = 31049, rewritten_bbox = 0.270540 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403740, GIOU: 0.398476), Class: 0.614568, Obj: 0.017204, No Obj: 0.002561, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.366169, iou_loss = 0.088472, total_loss = 1.454642 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.327079, GIOU: 0.259428), Class: 0.449096, Obj: 0.003256, No Obj: 0.000913, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.919477, iou_loss = 1.993813, total_loss = 3.913290 \n",
" total_bbox = 31058, rewritten_bbox = 0.270462 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320792, GIOU: 0.233243), Class: 0.525804, Obj: 0.036371, No Obj: 0.002903, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 1.915887, iou_loss = 0.040021, total_loss = 1.955908 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000859, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002432, iou_loss = 0.000000, total_loss = 0.002432 \n",
" total_bbox = 31064, rewritten_bbox = 0.273629 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371009, GIOU: 0.370828), Class: 0.487956, Obj: 0.011871, No Obj: 0.002781, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.436549, iou_loss = 0.011633, total_loss = 1.448182 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000924, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003390, iou_loss = 0.000000, total_loss = 0.003390 \n",
" total_bbox = 31068, rewritten_bbox = 0.273593 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.522432, GIOU: 0.458040), Class: 0.485137, Obj: 0.025694, No Obj: 0.002888, .5R: 0.571429, .75R: 0.000000, count: 7, class_loss = 2.633331, iou_loss = 0.210237, total_loss = 2.843568 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000855, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002613, iou_loss = 0.000000, total_loss = 0.002613 \n",
" total_bbox = 31075, rewritten_bbox = 0.273532 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.326755, GIOU: 0.153074), Class: 0.481030, Obj: 0.015077, No Obj: 0.003020, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.530675, iou_loss = 0.051008, total_loss = 1.581684 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000802, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002408, iou_loss = 0.000000, total_loss = 0.002408 \n",
" total_bbox = 31079, rewritten_bbox = 0.273497 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382044, GIOU: 0.331498), Class: 0.568683, Obj: 0.088321, No Obj: 0.002764, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.476627, iou_loss = 0.047763, total_loss = 1.524390 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.478158, GIOU: 0.389581), Class: 0.378658, Obj: 0.002360, No Obj: 0.000899, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.813378, iou_loss = 0.527755, total_loss = 1.341133 \n",
" total_bbox = 31086, rewritten_bbox = 0.273435 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387243, GIOU: 0.333971), Class: 0.521210, Obj: 0.057104, No Obj: 0.003098, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.449939, iou_loss = 0.022723, total_loss = 1.472662 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000881, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002742, iou_loss = 0.000000, total_loss = 0.002742 \n",
" total_bbox = 31090, rewritten_bbox = 0.273400 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.310223, GIOU: 0.253077), Class: 0.505070, Obj: 0.016293, No Obj: 0.002653, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.067237, iou_loss = 0.004349, total_loss = 1.071586 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.455176, GIOU: 0.444314), Class: 0.255393, Obj: 0.002746, No Obj: 0.000832, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.850085, iou_loss = 0.612737, total_loss = 1.462821 \n",
" total_bbox = 31095, rewritten_bbox = 0.273356 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.542735, GIOU: 0.542735), Class: 0.448059, Obj: 0.069631, No Obj: 0.003259, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.673829, iou_loss = 0.010278, total_loss = 0.684107 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.561349, GIOU: 0.523591), Class: 0.520799, Obj: 0.009616, No Obj: 0.000900, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.784131, iou_loss = 0.960367, total_loss = 1.744499 \n",
" total_bbox = 31099, rewritten_bbox = 0.273321 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.511861, GIOU: 0.472321), Class: 0.575417, Obj: 0.017027, No Obj: 0.002679, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.348049, iou_loss = 0.059880, total_loss = 1.407929 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000917, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003041, iou_loss = 0.000000, total_loss = 0.003041 \n",
" total_bbox = 31103, rewritten_bbox = 0.273286 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 389: 0.961248, 0.941035 avg loss, 0.000060 rate, 0.718107 seconds, 24896 images, 0.727121 hours left\n",
"Loaded: 0.000073 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.309564, GIOU: 0.227227), Class: 0.631529, Obj: 0.037180, No Obj: 0.002924, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.013036, iou_loss = 0.037815, total_loss = 1.050851 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.196120, GIOU: -0.199669), Class: 0.551445, Obj: 0.003517, No Obj: 0.000826, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.425049, iou_loss = 0.805164, total_loss = 2.230212 \n",
" total_bbox = 31110, rewritten_bbox = 0.273224 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290920, GIOU: 0.137530), Class: 0.554596, Obj: 0.014842, No Obj: 0.002403, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.697372, iou_loss = 0.020703, total_loss = 1.718076 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.294478, GIOU: 0.263495), Class: 0.507421, Obj: 0.008491, No Obj: 0.000827, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.397999, iou_loss = 0.294929, total_loss = 0.692929 \n",
" total_bbox = 31115, rewritten_bbox = 0.273180 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307572, GIOU: 0.292352), Class: 0.543907, Obj: 0.018471, No Obj: 0.002804, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.503166, iou_loss = 0.041053, total_loss = 1.544218 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.355084, GIOU: 0.243346), Class: 0.485720, Obj: 0.001401, No Obj: 0.000836, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.744512, iou_loss = 0.521674, total_loss = 1.266186 \n",
" total_bbox = 31121, rewritten_bbox = 0.273127 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308594, GIOU: 0.148643), Class: 0.382966, Obj: 0.014611, No Obj: 0.002745, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.995729, iou_loss = 0.086971, total_loss = 2.082700 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002556, iou_loss = 0.000000, total_loss = 0.002556 \n",
" total_bbox = 31126, rewritten_bbox = 0.273084 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.425816, GIOU: 0.226052), Class: 0.569423, Obj: 0.012736, No Obj: 0.002710, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.453640, iou_loss = 0.014756, total_loss = 1.468396 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.254846, GIOU: 0.254847), Class: 0.477824, Obj: 0.000577, No Obj: 0.000810, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.341900, iou_loss = 0.056897, total_loss = 0.398797 \n",
" total_bbox = 31131, rewritten_bbox = 0.273040 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.441522, GIOU: 0.395225), Class: 0.488009, Obj: 0.013758, No Obj: 0.002157, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.502423, iou_loss = 0.032486, total_loss = 1.534910 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000822, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002159, iou_loss = 0.000000, total_loss = 0.002159 \n",
" total_bbox = 31135, rewritten_bbox = 0.273005 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402065, GIOU: 0.371137), Class: 0.549219, Obj: 0.036571, No Obj: 0.002577, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.457693, iou_loss = 0.046431, total_loss = 1.504125 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000916, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003693, iou_loss = 0.000000, total_loss = 0.003693 \n",
" total_bbox = 31139, rewritten_bbox = 0.272970 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.471420, GIOU: 0.463263), Class: 0.539260, Obj: 0.017071, No Obj: 0.002936, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.143957, iou_loss = 0.027556, total_loss = 1.171513 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.557659, GIOU: 0.525217), Class: 0.386166, Obj: 0.004922, No Obj: 0.000922, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.428528, iou_loss = 0.203316, total_loss = 0.631844 \n",
" total_bbox = 31143, rewritten_bbox = 0.272935 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.593255, GIOU: 0.546886), Class: 0.591585, Obj: 0.092099, No Obj: 0.002651, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 1.323122, iou_loss = 0.102201, total_loss = 1.425323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000845, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002496, iou_loss = 0.000000, total_loss = 0.002496 \n",
" total_bbox = 31147, rewritten_bbox = 0.272899 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392836, GIOU: 0.307432), Class: 0.422223, Obj: 0.039314, No Obj: 0.002807, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.119371, iou_loss = 0.019350, total_loss = 1.138721 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.669088, GIOU: 0.642536), Class: 0.495361, Obj: 0.002851, No Obj: 0.000891, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.379057, iou_loss = 0.978455, total_loss = 1.357512 \n",
" total_bbox = 31151, rewritten_bbox = 0.272864 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312145, GIOU: 0.306309), Class: 0.508244, Obj: 0.009656, No Obj: 0.002475, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.453345, iou_loss = 0.144361, total_loss = 1.597706 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000836, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002973, iou_loss = 0.000000, total_loss = 0.002973 \n",
" total_bbox = 31155, rewritten_bbox = 0.272829 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.161255, GIOU: 0.161255), Class: 0.443955, Obj: 0.028703, No Obj: 0.002646, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.119811, iou_loss = 0.026653, total_loss = 1.146464 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.379104, GIOU: 0.336693), Class: 0.600443, Obj: 0.000436, No Obj: 0.000816, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.676281, iou_loss = 0.650180, total_loss = 1.326461 \n",
" total_bbox = 31160, rewritten_bbox = 0.272786 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.458551, GIOU: 0.434208), Class: 0.590024, Obj: 0.044741, No Obj: 0.002904, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.346248, iou_loss = 0.044462, total_loss = 1.390710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000889, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002854, iou_loss = 0.000000, total_loss = 0.002854 \n",
" total_bbox = 31164, rewritten_bbox = 0.272751 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436686, GIOU: 0.409058), Class: 0.432907, Obj: 0.017577, No Obj: 0.002415, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.243838, iou_loss = 0.053769, total_loss = 1.297607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.329018, GIOU: 0.117984), Class: 0.426118, Obj: 0.006362, No Obj: 0.000839, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.367806, iou_loss = 0.384595, total_loss = 0.752401 \n",
" total_bbox = 31168, rewritten_bbox = 0.272716 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346503, GIOU: 0.324178), Class: 0.521487, Obj: 0.021452, No Obj: 0.002347, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.812928, iou_loss = 0.053120, total_loss = 1.866049 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.161802, GIOU: -0.039298), Class: 0.609084, Obj: 0.007412, No Obj: 0.000892, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.709835, iou_loss = 0.028556, total_loss = 0.738391 \n",
" total_bbox = 31175, rewritten_bbox = 0.272654 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357164, GIOU: 0.251225), Class: 0.458638, Obj: 0.050783, No Obj: 0.003269, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.526349, iou_loss = 0.011786, total_loss = 1.538135 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000852, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002417, iou_loss = 0.000000, total_loss = 0.002417 \n",
" total_bbox = 31179, rewritten_bbox = 0.272619 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 390: 0.889950, 0.935927 avg loss, 0.000060 rate, 0.723688 seconds, 24960 images, 0.727053 hours left\n",
"Loaded: 0.000045 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.330690, GIOU: 0.235474), Class: 0.536451, Obj: 0.011845, No Obj: 0.002844, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.181754, iou_loss = 0.071650, total_loss = 2.253404 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000859, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002983, iou_loss = 0.000000, total_loss = 0.002983 \n",
" total_bbox = 31185, rewritten_bbox = 0.272567 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448689, GIOU: 0.277384), Class: 0.561662, Obj: 0.011625, No Obj: 0.002719, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.442259, iou_loss = 0.082466, total_loss = 1.524725 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.336444, GIOU: 0.211923), Class: 0.731305, Obj: 0.004208, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.335835, iou_loss = 0.125878, total_loss = 0.461713 \n",
" total_bbox = 31190, rewritten_bbox = 0.272523 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.400104, GIOU: 0.383098), Class: 0.565643, Obj: 0.009643, No Obj: 0.002617, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.380395, iou_loss = 0.179881, total_loss = 1.560276 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.278098, GIOU: -0.035108), Class: 0.496706, Obj: 0.001823, No Obj: 0.000864, .5R: 0.090909, .75R: 0.000000, count: 11, class_loss = 4.035104, iou_loss = 0.875964, total_loss = 4.911068 \n",
" total_bbox = 31205, rewritten_bbox = 0.275597 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.327177, GIOU: 0.111451), Class: 0.620042, Obj: 0.093807, No Obj: 0.003637, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.279221, iou_loss = 0.115982, total_loss = 1.395203 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000912, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003132, iou_loss = 0.000000, total_loss = 0.003132 \n",
" total_bbox = 31209, rewritten_bbox = 0.275562 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.195098, GIOU: 0.094889), Class: 0.529175, Obj: 0.006582, No Obj: 0.002589, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.399361, iou_loss = 0.020126, total_loss = 1.419487 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000857, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003427, iou_loss = 0.000000, total_loss = 0.003427 \n",
" total_bbox = 31213, rewritten_bbox = 0.275526 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.363510, GIOU: 0.179661), Class: 0.483984, Obj: 0.027261, No Obj: 0.002371, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.249718, iou_loss = 0.028505, total_loss = 1.278223 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000814, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002580, iou_loss = 0.000000, total_loss = 0.002580 \n",
" total_bbox = 31216, rewritten_bbox = 0.275500 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.222289, GIOU: 0.001948), Class: 0.520498, Obj: 0.009163, No Obj: 0.002770, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.369481, iou_loss = 0.014394, total_loss = 1.383875 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000818, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003322, iou_loss = 0.000000, total_loss = 0.003322 \n",
" total_bbox = 31220, rewritten_bbox = 0.275464 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.248790, GIOU: 0.172374), Class: 0.523542, Obj: 0.019138, No Obj: 0.002467, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.630477, iou_loss = 0.010960, total_loss = 1.641438 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000822, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002157, iou_loss = 0.000000, total_loss = 0.002157 \n",
" total_bbox = 31224, rewritten_bbox = 0.275429 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.400645, GIOU: 0.250335), Class: 0.523970, Obj: 0.020725, No Obj: 0.002724, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.334366, iou_loss = 0.019311, total_loss = 1.353676 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000891, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004197, iou_loss = 0.000000, total_loss = 0.004197 \n",
" total_bbox = 31228, rewritten_bbox = 0.275394 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.499262, GIOU: 0.469835), Class: 0.607287, Obj: 0.016670, No Obj: 0.002552, .5R: 0.666667, .75R: 0.000000, count: 6, class_loss = 2.190755, iou_loss = 0.070097, total_loss = 2.260852 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000796, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002164, iou_loss = 0.000000, total_loss = 0.002164 \n",
" total_bbox = 31234, rewritten_bbox = 0.275341 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.501040, GIOU: 0.428111), Class: 0.536710, Obj: 0.018248, No Obj: 0.002732, .5R: 0.500000, .75R: 0.500000, count: 4, class_loss = 1.446244, iou_loss = 0.023756, total_loss = 1.470000 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.299474, GIOU: 0.032794), Class: 0.581103, Obj: 0.002484, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.653158, iou_loss = 0.078686, total_loss = 0.731844 \n",
" total_bbox = 31240, rewritten_bbox = 0.275288 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436328, GIOU: 0.422826), Class: 0.484046, Obj: 0.026033, No Obj: 0.002978, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.458613, iou_loss = 0.020206, total_loss = 1.478819 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000886, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002787, iou_loss = 0.000000, total_loss = 0.002787 \n",
" total_bbox = 31244, rewritten_bbox = 0.275253 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.405342, GIOU: 0.340506), Class: 0.486710, Obj: 0.017747, No Obj: 0.002779, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.804584, iou_loss = 0.045441, total_loss = 1.850024 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.434180, GIOU: 0.384883), Class: 0.635791, Obj: 0.001109, No Obj: 0.000924, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.312097, iou_loss = 2.148846, total_loss = 2.460943 \n",
" total_bbox = 31250, rewritten_bbox = 0.275200 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.327000, GIOU: 0.232150), Class: 0.558852, Obj: 0.050090, No Obj: 0.003085, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.542989, iou_loss = 0.029105, total_loss = 1.572094 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.273980, GIOU: 0.208196), Class: 0.458054, Obj: 0.004821, No Obj: 0.000821, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.394479, iou_loss = 0.044836, total_loss = 0.439315 \n",
" total_bbox = 31255, rewritten_bbox = 0.275156 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427462, GIOU: 0.348557), Class: 0.537930, Obj: 0.064677, No Obj: 0.003348, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.466331, iou_loss = 0.048496, total_loss = 1.514827 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.168205, GIOU: -0.018301), Class: 0.288758, Obj: 0.001317, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.430168, iou_loss = 0.148977, total_loss = 0.579145 \n",
" total_bbox = 31260, rewritten_bbox = 0.275112 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271952, GIOU: 0.268892), Class: 0.641272, Obj: 0.026416, No Obj: 0.002617, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.392620, iou_loss = 0.021440, total_loss = 1.414061 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.378069, GIOU: 0.378069), Class: 0.448509, Obj: 0.003315, No Obj: 0.000844, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.448047, iou_loss = 0.124594, total_loss = 0.572640 \n",
" total_bbox = 31265, rewritten_bbox = 0.275068 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 391: 0.983368, 0.940671 avg loss, 0.000061 rate, 0.709970 seconds, 25024 images, 0.727040 hours left\n",
"Loaded: 0.000035 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.297892, GIOU: 0.094639), Class: 0.415875, Obj: 0.007548, No Obj: 0.002663, .5R: 0.000000, .75R: 0.000000, count: 7, class_loss = 2.666802, iou_loss = 0.061206, total_loss = 2.728008 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.205330, GIOU: -0.067583), Class: 0.516666, Obj: 0.000428, No Obj: 0.000837, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.169851, iou_loss = 2.548003, total_loss = 4.717854 \n",
" total_bbox = 31279, rewritten_bbox = 0.278142 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.543212, GIOU: 0.524775), Class: 0.516958, Obj: 0.040518, No Obj: 0.003324, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 1.462028, iou_loss = 0.066405, total_loss = 1.528433 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000827, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002362, iou_loss = 0.000000, total_loss = 0.002362 \n",
" total_bbox = 31283, rewritten_bbox = 0.278106 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410474, GIOU: 0.378080), Class: 0.585738, Obj: 0.027023, No Obj: 0.002658, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.685728, iou_loss = 0.105351, total_loss = 1.791079 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.693038, GIOU: 0.660183), Class: 0.606870, Obj: 0.010718, No Obj: 0.000832, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.375183, iou_loss = 0.301279, total_loss = 0.676463 \n",
" total_bbox = 31289, rewritten_bbox = 0.278053 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.259601, GIOU: 0.259602), Class: 0.473751, Obj: 0.014790, No Obj: 0.002540, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.970117, iou_loss = 0.008306, total_loss = 1.978423 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000839, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002617, iou_loss = 0.000000, total_loss = 0.002617 \n",
" total_bbox = 31294, rewritten_bbox = 0.278009 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382111, GIOU: 0.296026), Class: 0.534670, Obj: 0.020621, No Obj: 0.002851, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.136990, iou_loss = 0.017808, total_loss = 1.154798 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.220686, GIOU: 0.098069), Class: 0.429731, Obj: 0.003203, No Obj: 0.000829, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.174126, iou_loss = 1.058985, total_loss = 2.233111 \n",
" total_bbox = 31300, rewritten_bbox = 0.277955 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339031, GIOU: 0.296589), Class: 0.451238, Obj: 0.014881, No Obj: 0.002489, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.557498, iou_loss = 0.015167, total_loss = 1.572666 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000796, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002390, iou_loss = 0.000000, total_loss = 0.002390 \n",
" total_bbox = 31304, rewritten_bbox = 0.277920 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320483, GIOU: 0.170950), Class: 0.531948, Obj: 0.015551, No Obj: 0.002574, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.178931, iou_loss = 0.042153, total_loss = 2.221084 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000889, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003020, iou_loss = 0.000000, total_loss = 0.003020 \n",
" total_bbox = 31310, rewritten_bbox = 0.277866 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.388354, GIOU: 0.388354), Class: 0.537539, Obj: 0.036283, No Obj: 0.002803, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.405593, iou_loss = 0.022924, total_loss = 1.428517 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.428800, GIOU: 0.268981), Class: 0.431371, Obj: 0.002071, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379480, iou_loss = 0.081985, total_loss = 0.461465 \n",
" total_bbox = 31315, rewritten_bbox = 0.277822 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258441, GIOU: 0.029140), Class: 0.451347, Obj: 0.015304, No Obj: 0.002432, .5R: 0.000000, .75R: 0.000000, count: 7, class_loss = 2.608451, iou_loss = 0.031279, total_loss = 2.639730 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.299495, GIOU: 0.053396), Class: 0.480188, Obj: 0.004504, No Obj: 0.000800, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.843429, iou_loss = 0.133721, total_loss = 0.977150 \n",
" total_bbox = 31324, rewritten_bbox = 0.280935 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.329270, GIOU: 0.261892), Class: 0.543364, Obj: 0.045355, No Obj: 0.003383, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.807528, iou_loss = 0.057364, total_loss = 1.864892 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.669963, GIOU: 0.647707), Class: 0.549878, Obj: 0.010284, No Obj: 0.000858, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.361720, iou_loss = 0.954426, total_loss = 1.316146 \n",
" total_bbox = 31330, rewritten_bbox = 0.280881 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352628, GIOU: 0.274035), Class: 0.547173, Obj: 0.071431, No Obj: 0.003190, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.333850, iou_loss = 0.031428, total_loss = 1.365278 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.341969, GIOU: 0.218104), Class: 0.549178, Obj: 0.004232, No Obj: 0.000832, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.149087, iou_loss = 1.230831, total_loss = 2.379918 \n",
" total_bbox = 31337, rewritten_bbox = 0.280818 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.453731, GIOU: 0.355628), Class: 0.488049, Obj: 0.029752, No Obj: 0.002983, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.466763, iou_loss = 0.135771, total_loss = 1.602535 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.174783, GIOU: 0.174783), Class: 0.502342, Obj: 0.001037, No Obj: 0.000839, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371443, iou_loss = 0.026590, total_loss = 0.398033 \n",
" total_bbox = 31342, rewritten_bbox = 0.280773 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.572774, GIOU: 0.454372), Class: 0.330186, Obj: 0.038555, No Obj: 0.002577, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.227290, iou_loss = 0.017002, total_loss = 1.244291 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.491879, GIOU: 0.491880), Class: 0.548698, Obj: 0.004220, No Obj: 0.000816, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.353128, iou_loss = 0.210903, total_loss = 0.564031 \n",
" total_bbox = 31346, rewritten_bbox = 0.280738 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380354, GIOU: 0.330580), Class: 0.482756, Obj: 0.014735, No Obj: 0.003062, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.398951, iou_loss = 0.021264, total_loss = 1.420216 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.476231, GIOU: 0.353430), Class: 0.512302, Obj: 0.005738, No Obj: 0.000897, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.391400, iou_loss = 1.202744, total_loss = 2.594143 \n",
" total_bbox = 31354, rewritten_bbox = 0.280666 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.529112, GIOU: 0.518359), Class: 0.516926, Obj: 0.023129, No Obj: 0.003196, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.795388, iou_loss = 0.085498, total_loss = 1.880886 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.379735, GIOU: 0.192525), Class: 0.238195, Obj: 0.017824, No Obj: 0.000867, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.469707, iou_loss = 0.053799, total_loss = 0.523506 \n",
" total_bbox = 31360, rewritten_bbox = 0.280612 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.356524, GIOU: 0.299615), Class: 0.431239, Obj: 0.013139, No Obj: 0.003025, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.584320, iou_loss = 0.023231, total_loss = 1.607551 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.480336, GIOU: 0.426025), Class: 0.557074, Obj: 0.001426, No Obj: 0.000824, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.329406, iou_loss = 0.305673, total_loss = 0.635079 \n",
" total_bbox = 31365, rewritten_bbox = 0.280567 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 392: 1.155045, 0.962108 avg loss, 0.000062 rate, 0.694975 seconds, 25088 images, 0.726888 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344365, GIOU: 0.328899), Class: 0.628500, Obj: 0.047784, No Obj: 0.002713, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.365950, iou_loss = 0.023013, total_loss = 1.388962 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.439713, GIOU: 0.439713), Class: 0.358648, Obj: 0.011946, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.462992, iou_loss = 0.169257, total_loss = 0.632249 \n",
" total_bbox = 31370, rewritten_bbox = 0.280523 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.232533, GIOU: 0.100564), Class: 0.516285, Obj: 0.012446, No Obj: 0.002815, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.801646, iou_loss = 0.025133, total_loss = 1.826779 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000827, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002732, iou_loss = 0.000000, total_loss = 0.002732 \n",
" total_bbox = 31375, rewritten_bbox = 0.280478 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.485829, GIOU: 0.440225), Class: 0.506023, Obj: 0.027987, No Obj: 0.002787, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.824648, iou_loss = 0.096743, total_loss = 1.921390 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000810, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002486, iou_loss = 0.000000, total_loss = 0.002486 \n",
" total_bbox = 31380, rewritten_bbox = 0.280433 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359931, GIOU: 0.310956), Class: 0.416547, Obj: 0.069043, No Obj: 0.002764, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.135457, iou_loss = 0.026242, total_loss = 1.161699 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.471828, GIOU: 0.456418), Class: 0.377387, Obj: 0.064893, No Obj: 0.000837, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.363067, iou_loss = 0.202834, total_loss = 0.565902 \n",
" total_bbox = 31384, rewritten_bbox = 0.280398 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258750, GIOU: 0.245068), Class: 0.495500, Obj: 0.053358, No Obj: 0.002791, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.115249, iou_loss = 0.030882, total_loss = 1.146131 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.592701, GIOU: 0.555291), Class: 0.505697, Obj: 0.000965, No Obj: 0.000809, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.352299, iou_loss = 0.520955, total_loss = 0.873254 \n",
" total_bbox = 31388, rewritten_bbox = 0.280362 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351385, GIOU: 0.139946), Class: 0.536041, Obj: 0.046457, No Obj: 0.003485, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.518871, iou_loss = 0.062154, total_loss = 1.581025 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.273109, GIOU: -0.052570), Class: 0.678881, Obj: 0.002289, No Obj: 0.000899, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.344739, iou_loss = 0.027048, total_loss = 0.371786 \n",
" total_bbox = 31393, rewritten_bbox = 0.280317 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.242143, GIOU: 0.178781), Class: 0.542894, Obj: 0.075938, No Obj: 0.003337, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.484822, iou_loss = 0.015429, total_loss = 1.500250 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002737, iou_loss = 0.000000, total_loss = 0.002737 \n",
" total_bbox = 31397, rewritten_bbox = 0.280282 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312458, GIOU: 0.267371), Class: 0.535315, Obj: 0.033541, No Obj: 0.002425, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.058781, iou_loss = 0.025333, total_loss = 1.084114 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.147397, GIOU: 0.147398), Class: 0.506058, Obj: 0.002080, No Obj: 0.000827, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.764656, iou_loss = 0.411161, total_loss = 1.175816 \n",
" total_bbox = 31402, rewritten_bbox = 0.280237 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.215938, GIOU: 0.215938), Class: 0.403614, Obj: 0.027768, No Obj: 0.002588, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.200635, iou_loss = 0.002277, total_loss = 1.202912 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000839, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002855, iou_loss = 0.000000, total_loss = 0.002855 \n",
" total_bbox = 31405, rewritten_bbox = 0.280210 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420882, GIOU: 0.288771), Class: 0.380252, Obj: 0.037223, No Obj: 0.003438, .5R: 0.428571, .75R: 0.142857, count: 7, class_loss = 2.054034, iou_loss = 0.037218, total_loss = 2.091252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.372223, GIOU: 0.217644), Class: 0.439786, Obj: 0.004214, No Obj: 0.000872, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.138219, iou_loss = 1.030956, total_loss = 2.169175 \n",
" total_bbox = 31416, rewritten_bbox = 0.289661 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317860, GIOU: 0.271303), Class: 0.515476, Obj: 0.037901, No Obj: 0.002596, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.776605, iou_loss = 0.055385, total_loss = 1.831990 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000834, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003181, iou_loss = 0.000000, total_loss = 0.003181 \n",
" total_bbox = 31421, rewritten_bbox = 0.289615 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380667, GIOU: 0.336600), Class: 0.436000, Obj: 0.024737, No Obj: 0.002766, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.830408, iou_loss = 0.127040, total_loss = 1.957449 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000860, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003091, iou_loss = 0.000000, total_loss = 0.003091 \n",
" total_bbox = 31426, rewritten_bbox = 0.289569 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.512354, GIOU: 0.485997), Class: 0.535589, Obj: 0.034525, No Obj: 0.002805, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.478081, iou_loss = 0.023326, total_loss = 1.501407 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000798, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002010, iou_loss = 0.000000, total_loss = 0.002010 \n",
" total_bbox = 31430, rewritten_bbox = 0.289532 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429846, GIOU: 0.419243), Class: 0.603877, Obj: 0.011589, No Obj: 0.002285, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.393741, iou_loss = 0.123557, total_loss = 1.517297 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.366970, GIOU: 0.365551), Class: 0.332797, Obj: 0.000605, No Obj: 0.000838, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.528039, iou_loss = 0.396655, total_loss = 0.924694 \n",
" total_bbox = 31435, rewritten_bbox = 0.289486 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.489038, GIOU: 0.445462), Class: 0.599917, Obj: 0.126087, No Obj: 0.002976, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.255242, iou_loss = 0.031464, total_loss = 1.286706 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000788, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003255, iou_loss = 0.000000, total_loss = 0.003255 \n",
" total_bbox = 31439, rewritten_bbox = 0.289449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.326371, GIOU: 0.285028), Class: 0.475898, Obj: 0.022535, No Obj: 0.002351, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.184322, iou_loss = 0.078591, total_loss = 1.262913 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.359804, GIOU: 0.214931), Class: 0.555750, Obj: 0.005722, No Obj: 0.000829, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.719627, iou_loss = 0.687707, total_loss = 1.407334 \n",
" total_bbox = 31444, rewritten_bbox = 0.289403 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 393: 0.888817, 0.954779 avg loss, 0.000062 rate, 0.714231 seconds, 25152 images, 0.726585 hours left\n",
"Loaded: 0.000049 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.269016, GIOU: 0.222296), Class: 0.613568, Obj: 0.015566, No Obj: 0.002684, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.523859, iou_loss = 0.016894, total_loss = 1.540753 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000861, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002561, iou_loss = 0.000000, total_loss = 0.002561 \n",
" total_bbox = 31448, rewritten_bbox = 0.289367 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.256892, GIOU: 0.130221), Class: 0.464500, Obj: 0.027788, No Obj: 0.002556, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.567359, iou_loss = 0.011522, total_loss = 1.578882 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000781, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002214, iou_loss = 0.000000, total_loss = 0.002214 \n",
" total_bbox = 31452, rewritten_bbox = 0.289330 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436863, GIOU: 0.405153), Class: 0.493501, Obj: 0.036684, No Obj: 0.003082, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.520646, iou_loss = 0.029689, total_loss = 1.550336 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.379880, GIOU: 0.215610), Class: 0.497981, Obj: 0.007902, No Obj: 0.000867, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.358603, iou_loss = 0.349367, total_loss = 0.707970 \n",
" total_bbox = 31457, rewritten_bbox = 0.289284 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.266883, GIOU: 0.266883), Class: 0.481396, Obj: 0.030584, No Obj: 0.002805, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.525940, iou_loss = 0.019241, total_loss = 1.545181 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.225261, GIOU: -0.107466), Class: 0.414044, Obj: 0.001537, No Obj: 0.000872, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.397595, iou_loss = 0.022832, total_loss = 0.420427 \n",
" total_bbox = 31462, rewritten_bbox = 0.289238 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.377358, GIOU: 0.208014), Class: 0.516730, Obj: 0.024447, No Obj: 0.002636, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.415645, iou_loss = 0.024007, total_loss = 1.439653 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.247991, GIOU: -0.057915), Class: 0.580994, Obj: 0.006539, No Obj: 0.000862, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.381013, iou_loss = 0.099272, total_loss = 0.480284 \n",
" total_bbox = 31467, rewritten_bbox = 0.289192 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.518710, GIOU: 0.455417), Class: 0.517706, Obj: 0.060665, No Obj: 0.002542, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.044630, iou_loss = 0.100984, total_loss = 1.145614 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.435079, GIOU: 0.355660), Class: 0.539296, Obj: 0.005839, No Obj: 0.000879, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.883177, iou_loss = 0.809460, total_loss = 2.692637 \n",
" total_bbox = 31475, rewritten_bbox = 0.289118 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.593250, GIOU: 0.501199), Class: 0.513720, Obj: 0.024265, No Obj: 0.002833, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.389706, iou_loss = 0.030031, total_loss = 1.419737 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000830, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002721, iou_loss = 0.000000, total_loss = 0.002721 \n",
" total_bbox = 31479, rewritten_bbox = 0.289082 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371506, GIOU: 0.280365), Class: 0.597310, Obj: 0.047350, No Obj: 0.002424, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.969392, iou_loss = 0.009042, total_loss = 0.978434 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.307342, GIOU: 0.278862), Class: 0.504292, Obj: 0.009892, No Obj: 0.000893, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.511310, iou_loss = 0.531247, total_loss = 2.042557 \n",
" total_bbox = 31486, rewritten_bbox = 0.289017 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436954, GIOU: 0.368665), Class: 0.396891, Obj: 0.030103, No Obj: 0.002852, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.685295, iou_loss = 0.059954, total_loss = 1.745249 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000816, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002498, iou_loss = 0.000000, total_loss = 0.002498 \n",
" total_bbox = 31490, rewritten_bbox = 0.288981 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455327, GIOU: 0.428725), Class: 0.547331, Obj: 0.058287, No Obj: 0.002570, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 0.984143, iou_loss = 0.022807, total_loss = 1.006950 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.276677, GIOU: 0.084353), Class: 0.415609, Obj: 0.002338, No Obj: 0.000866, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.207290, iou_loss = 0.178770, total_loss = 1.386060 \n",
" total_bbox = 31496, rewritten_bbox = 0.288926 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.171663, GIOU: -0.098351), Class: 0.599507, Obj: 0.025628, No Obj: 0.003246, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.076511, iou_loss = 0.004985, total_loss = 1.081497 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.462694, GIOU: 0.338944), Class: 0.482368, Obj: 0.003750, No Obj: 0.000893, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.381659, iou_loss = 0.332076, total_loss = 0.713735 \n",
" total_bbox = 31500, rewritten_bbox = 0.288889 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.655420, GIOU: 0.637640), Class: 0.530938, Obj: 0.151481, No Obj: 0.003755, .5R: 1.000000, .75R: 0.000000, count: 4, class_loss = 1.372240, iou_loss = 0.110736, total_loss = 1.482976 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002625, iou_loss = 0.000000, total_loss = 0.002625 \n",
" total_bbox = 31504, rewritten_bbox = 0.288852 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.506254, GIOU: 0.330827), Class: 0.505951, Obj: 0.006732, No Obj: 0.002113, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.051058, iou_loss = 0.027832, total_loss = 1.078890 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.407754, GIOU: 0.360302), Class: 0.646711, Obj: 0.022551, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347804, iou_loss = 0.092287, total_loss = 0.440090 \n",
" total_bbox = 31508, rewritten_bbox = 0.288816 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369724, GIOU: 0.350046), Class: 0.511161, Obj: 0.021743, No Obj: 0.002540, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.502921, iou_loss = 0.016395, total_loss = 1.519316 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000816, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002355, iou_loss = 0.000000, total_loss = 0.002355 \n",
" total_bbox = 31512, rewritten_bbox = 0.288779 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.547741, GIOU: 0.537402), Class: 0.512034, Obj: 0.025453, No Obj: 0.002259, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.453163, iou_loss = 0.148163, total_loss = 1.601327 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.327333, GIOU: 0.205004), Class: 0.556372, Obj: 0.003016, No Obj: 0.000822, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.688311, iou_loss = 1.294966, total_loss = 1.983277 \n",
" total_bbox = 31518, rewritten_bbox = 0.288724 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.432329, GIOU: 0.411322), Class: 0.479763, Obj: 0.010212, No Obj: 0.003078, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.083226, iou_loss = 0.031215, total_loss = 1.114440 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000792, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002143, iou_loss = 0.000000, total_loss = 0.002143 \n",
" total_bbox = 31521, rewritten_bbox = 0.288696 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 394: 0.893960, 0.948697 avg loss, 0.000063 rate, 0.732531 seconds, 25216 images, 0.726475 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.253353, GIOU: 0.253353), Class: 0.443261, Obj: 0.019625, No Obj: 0.002645, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.460359, iou_loss = 0.023641, total_loss = 1.484000 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000829, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002651, iou_loss = 0.000000, total_loss = 0.002651 \n",
" total_bbox = 31525, rewritten_bbox = 0.288660 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413557, GIOU: 0.344451), Class: 0.609288, Obj: 0.009483, No Obj: 0.002927, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.379875, iou_loss = 0.164020, total_loss = 1.543895 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.588057, GIOU: 0.583247), Class: 0.471247, Obj: 0.003990, No Obj: 0.000834, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.397599, iou_loss = 0.277876, total_loss = 0.675475 \n",
" total_bbox = 31530, rewritten_bbox = 0.288614 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444976, GIOU: 0.393613), Class: 0.513922, Obj: 0.033226, No Obj: 0.003098, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.920839, iou_loss = 0.073345, total_loss = 1.994184 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000799, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002770, iou_loss = 0.000000, total_loss = 0.002770 \n",
" total_bbox = 31535, rewritten_bbox = 0.288568 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265780, GIOU: 0.178131), Class: 0.453131, Obj: 0.028544, No Obj: 0.002231, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.708265, iou_loss = 0.006934, total_loss = 0.715199 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.240893, GIOU: -0.138059), Class: 0.542552, Obj: 0.012117, No Obj: 0.000845, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.733370, iou_loss = 0.058650, total_loss = 0.792020 \n",
" total_bbox = 31539, rewritten_bbox = 0.288532 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254193, GIOU: 0.254192), Class: 0.581727, Obj: 0.016925, No Obj: 0.002239, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.005246, iou_loss = 0.013255, total_loss = 1.018502 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.433925, GIOU: 0.344455), Class: 0.500887, Obj: 0.003767, No Obj: 0.000813, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.853021, iou_loss = 2.193462, total_loss = 4.046483 \n",
" total_bbox = 31547, rewritten_bbox = 0.288458 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482055, GIOU: 0.441988), Class: 0.599125, Obj: 0.020005, No Obj: 0.002236, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.401298, iou_loss = 0.078457, total_loss = 1.479756 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.358754, GIOU: 0.358754), Class: 0.346624, Obj: 0.000868, No Obj: 0.000827, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.431974, iou_loss = 0.111827, total_loss = 0.543802 \n",
" total_bbox = 31552, rewritten_bbox = 0.288413 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.408311, GIOU: 0.394428), Class: 0.421433, Obj: 0.029203, No Obj: 0.002876, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.954034, iou_loss = 0.128842, total_loss = 2.082876 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.274947, GIOU: 0.175838), Class: 0.553889, Obj: 0.004679, No Obj: 0.000782, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.097338, iou_loss = 1.104422, total_loss = 2.201760 \n",
" total_bbox = 31560, rewritten_bbox = 0.288340 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.396463, GIOU: 0.357879), Class: 0.458663, Obj: 0.015088, No Obj: 0.003036, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.449393, iou_loss = 0.062650, total_loss = 1.512044 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000813, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002785, iou_loss = 0.000000, total_loss = 0.002785 \n",
" total_bbox = 31564, rewritten_bbox = 0.288303 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448409, GIOU: 0.417848), Class: 0.424195, Obj: 0.011397, No Obj: 0.002204, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.597648, iou_loss = 0.014456, total_loss = 1.612104 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000782, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002265, iou_loss = 0.000000, total_loss = 0.002265 \n",
" total_bbox = 31568, rewritten_bbox = 0.288267 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302027, GIOU: 0.213272), Class: 0.447725, Obj: 0.007132, No Obj: 0.002279, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.785320, iou_loss = 0.002003, total_loss = 0.787323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.176553, GIOU: -0.033453), Class: 0.485310, Obj: 0.001048, No Obj: 0.000811, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.750232, iou_loss = 0.064288, total_loss = 0.814520 \n",
" total_bbox = 31572, rewritten_bbox = 0.288230 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362893, GIOU: 0.250003), Class: 0.409732, Obj: 0.021238, No Obj: 0.002265, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.234350, iou_loss = 0.004854, total_loss = 1.239204 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000773, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002048, iou_loss = 0.000000, total_loss = 0.002048 \n",
" total_bbox = 31575, rewritten_bbox = 0.288203 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.272956, GIOU: 0.130144), Class: 0.487361, Obj: 0.031623, No Obj: 0.002736, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.899101, iou_loss = 0.096455, total_loss = 1.995555 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.024543, GIOU: 0.024543), Class: 0.640154, Obj: 0.001194, No Obj: 0.000885, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347866, iou_loss = 0.000529, total_loss = 0.348395 \n",
" total_bbox = 31581, rewritten_bbox = 0.288148 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.278404, GIOU: 0.274942), Class: 0.628510, Obj: 0.032594, No Obj: 0.003204, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.288374, iou_loss = 0.009850, total_loss = 1.298224 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000819, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002366, iou_loss = 0.000000, total_loss = 0.002366 \n",
" total_bbox = 31585, rewritten_bbox = 0.288111 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.463292, GIOU: 0.326515), Class: 0.688828, Obj: 0.034317, No Obj: 0.003218, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.085393, iou_loss = 0.107136, total_loss = 1.192529 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.641001, GIOU: 0.611555), Class: 0.560519, Obj: 0.004487, No Obj: 0.000869, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.655134, iou_loss = 0.634763, total_loss = 1.289897 \n",
" total_bbox = 31590, rewritten_bbox = 0.288066 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484140, GIOU: 0.454386), Class: 0.527969, Obj: 0.082473, No Obj: 0.003361, .5R: 0.800000, .75R: 0.000000, count: 5, class_loss = 1.785993, iou_loss = 0.107005, total_loss = 1.892999 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000854, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002832, iou_loss = 0.000000, total_loss = 0.002832 \n",
" total_bbox = 31595, rewritten_bbox = 0.288020 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.343187, GIOU: 0.339445), Class: 0.501186, Obj: 0.047140, No Obj: 0.002934, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.048429, iou_loss = 0.008527, total_loss = 1.056955 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.614545, GIOU: 0.584291), Class: 0.251504, Obj: 0.006890, No Obj: 0.000741, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.457215, iou_loss = 0.337548, total_loss = 0.794763 \n",
" total_bbox = 31599, rewritten_bbox = 0.287984 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 395: 0.906919, 0.944519 avg loss, 0.000064 rate, 0.696283 seconds, 25280 images, 0.726549 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.223991, GIOU: 0.223812), Class: 0.411484, Obj: 0.058830, No Obj: 0.002949, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.424552, iou_loss = 0.011692, total_loss = 1.436244 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.376321, GIOU: 0.233153), Class: 0.620787, Obj: 0.003913, No Obj: 0.000784, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.995194, iou_loss = 2.320618, total_loss = 3.315812 \n",
" total_bbox = 31606, rewritten_bbox = 0.287920 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369797, GIOU: 0.285308), Class: 0.476998, Obj: 0.009268, No Obj: 0.002246, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.065230, iou_loss = 0.030688, total_loss = 2.095917 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000774, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002284, iou_loss = 0.000000, total_loss = 0.002284 \n",
" total_bbox = 31611, rewritten_bbox = 0.287874 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.623050, GIOU: 0.612581), Class: 0.363925, Obj: 0.039174, No Obj: 0.003145, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.432764, iou_loss = 0.005593, total_loss = 0.438357 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.322494, GIOU: 0.277361), Class: 0.542145, Obj: 0.002171, No Obj: 0.000818, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.714791, iou_loss = 0.749749, total_loss = 1.464540 \n",
" total_bbox = 31614, rewritten_bbox = 0.287847 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.411599, GIOU: 0.379773), Class: 0.528860, Obj: 0.017959, No Obj: 0.002742, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.406100, iou_loss = 0.009676, total_loss = 1.415776 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000800, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002499, iou_loss = 0.000000, total_loss = 0.002499 \n",
" total_bbox = 31618, rewritten_bbox = 0.287811 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.221981, GIOU: 0.221981), Class: 0.413236, Obj: 0.027342, No Obj: 0.002777, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.097099, iou_loss = 0.002438, total_loss = 1.099537 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.253670, GIOU: 0.253669), Class: 0.281017, Obj: 0.000590, No Obj: 0.000795, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.466432, iou_loss = 0.177116, total_loss = 0.643548 \n",
" total_bbox = 31622, rewritten_bbox = 0.287774 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357599, GIOU: 0.276860), Class: 0.455290, Obj: 0.024908, No Obj: 0.002471, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.127160, iou_loss = 0.072882, total_loss = 1.200042 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.360312, GIOU: 0.296257), Class: 0.429474, Obj: 0.004673, No Obj: 0.000821, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.160713, iou_loss = 2.687833, total_loss = 4.848547 \n",
" total_bbox = 31630, rewritten_bbox = 0.287702 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393608, GIOU: 0.331211), Class: 0.575793, Obj: 0.012486, No Obj: 0.002849, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.356651, iou_loss = 0.040005, total_loss = 1.396656 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000868, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002886, iou_loss = 0.000000, total_loss = 0.002886 \n",
" total_bbox = 31634, rewritten_bbox = 0.287665 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352946, GIOU: 0.249071), Class: 0.515681, Obj: 0.025325, No Obj: 0.002719, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.181703, iou_loss = 0.051852, total_loss = 2.233554 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.267744, GIOU: 0.031781), Class: 0.756175, Obj: 0.002537, No Obj: 0.000837, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.331624, iou_loss = 0.035918, total_loss = 0.367543 \n",
" total_bbox = 31641, rewritten_bbox = 0.287602 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.491058, GIOU: 0.458359), Class: 0.517381, Obj: 0.039189, No Obj: 0.003190, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.723034, iou_loss = 0.093318, total_loss = 1.816352 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.383720, GIOU: 0.364762), Class: 0.744388, Obj: 0.002949, No Obj: 0.000768, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.377751, iou_loss = 0.231468, total_loss = 0.609219 \n",
" total_bbox = 31647, rewritten_bbox = 0.287547 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347438, GIOU: 0.274569), Class: 0.477329, Obj: 0.014785, No Obj: 0.002060, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.819058, iou_loss = 0.020790, total_loss = 1.839847 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.254885, GIOU: 0.167581), Class: 0.409648, Obj: 0.002815, No Obj: 0.000775, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.210956, iou_loss = 2.716642, total_loss = 3.927599 \n",
" total_bbox = 31654, rewritten_bbox = 0.287483 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.492311, GIOU: 0.482713), Class: 0.668166, Obj: 0.055431, No Obj: 0.003203, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.214824, iou_loss = 0.037358, total_loss = 1.252182 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000803, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002594, iou_loss = 0.000000, total_loss = 0.002594 \n",
" total_bbox = 31658, rewritten_bbox = 0.287447 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.412390, GIOU: 0.375256), Class: 0.566396, Obj: 0.027811, No Obj: 0.002734, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.036239, iou_loss = 0.019354, total_loss = 1.055593 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.747094, GIOU: 0.728595), Class: 0.264896, Obj: 0.006034, No Obj: 0.000798, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.439498, iou_loss = 0.387786, total_loss = 0.827284 \n",
" total_bbox = 31662, rewritten_bbox = 0.287411 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435590, GIOU: 0.278704), Class: 0.570367, Obj: 0.076837, No Obj: 0.003074, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.632716, iou_loss = 0.062840, total_loss = 1.695556 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.558680, GIOU: 0.499828), Class: 0.218192, Obj: 0.004213, No Obj: 0.000828, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.499303, iou_loss = 0.160271, total_loss = 0.659574 \n",
" total_bbox = 31668, rewritten_bbox = 0.287356 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321769, GIOU: 0.279909), Class: 0.544610, Obj: 0.143592, No Obj: 0.002782, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.289407, iou_loss = 0.073317, total_loss = 1.362724 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.548314, GIOU: 0.512087), Class: 0.419933, Obj: 0.013599, No Obj: 0.000892, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.368317, iou_loss = 0.340682, total_loss = 0.708999 \n",
" total_bbox = 31673, rewritten_bbox = 0.287311 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418080, GIOU: 0.337083), Class: 0.365660, Obj: 0.031159, No Obj: 0.002964, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.543791, iou_loss = 0.039532, total_loss = 1.583323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000770, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002299, iou_loss = 0.000000, total_loss = 0.002299 \n",
" total_bbox = 31677, rewritten_bbox = 0.287275 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.251600, GIOU: 0.128756), Class: 0.472132, Obj: 0.015572, No Obj: 0.002580, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.998387, iou_loss = 0.043481, total_loss = 2.041867 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000815, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003079, iou_loss = 0.000000, total_loss = 0.003079 \n",
" total_bbox = 31682, rewritten_bbox = 0.287229 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 396: 0.975171, 0.947585 avg loss, 0.000064 rate, 0.705616 seconds, 25344 images, 0.726256 hours left\n",
"Loaded: 0.000076 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409980, GIOU: 0.342741), Class: 0.543418, Obj: 0.065995, No Obj: 0.002894, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.232151, iou_loss = 0.032816, total_loss = 1.264967 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000778, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002142, iou_loss = 0.000000, total_loss = 0.002142 \n",
" total_bbox = 31686, rewritten_bbox = 0.287193 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325456, GIOU: 0.200536), Class: 0.498253, Obj: 0.021503, No Obj: 0.003170, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.192010, iou_loss = 0.048261, total_loss = 2.240272 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.380456, GIOU: 0.268357), Class: 0.441886, Obj: 0.010536, No Obj: 0.000813, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.741717, iou_loss = 0.431183, total_loss = 1.172900 \n",
" total_bbox = 31694, rewritten_bbox = 0.287121 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421336, GIOU: 0.388498), Class: 0.513052, Obj: 0.045545, No Obj: 0.002811, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.843903, iou_loss = 0.114942, total_loss = 1.958845 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000823, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003078, iou_loss = 0.000000, total_loss = 0.003078 \n",
" total_bbox = 31699, rewritten_bbox = 0.287075 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339403, GIOU: 0.201066), Class: 0.523211, Obj: 0.021490, No Obj: 0.002813, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.410848, iou_loss = 0.094911, total_loss = 1.505759 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.520331, GIOU: 0.445594), Class: 0.413485, Obj: 0.022169, No Obj: 0.000812, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.380006, iou_loss = 0.121263, total_loss = 0.501269 \n",
" total_bbox = 31704, rewritten_bbox = 0.287030 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245402, GIOU: 0.112423), Class: 0.617681, Obj: 0.029210, No Obj: 0.002505, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.318058, iou_loss = 0.006427, total_loss = 1.324485 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000817, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002397, iou_loss = 0.000000, total_loss = 0.002397 \n",
" total_bbox = 31708, rewritten_bbox = 0.286994 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.385010, GIOU: 0.254309), Class: 0.497295, Obj: 0.017730, No Obj: 0.002529, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.446569, iou_loss = 0.047798, total_loss = 1.494367 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000761, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002137, iou_loss = 0.000000, total_loss = 0.002137 \n",
" total_bbox = 31712, rewritten_bbox = 0.286958 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350831, GIOU: 0.201044), Class: 0.532368, Obj: 0.029916, No Obj: 0.002538, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.024549, iou_loss = 0.086469, total_loss = 2.111018 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.489083, GIOU: 0.399977), Class: 0.475880, Obj: 0.005063, No Obj: 0.000818, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379787, iou_loss = 0.101969, total_loss = 0.481756 \n",
" total_bbox = 31719, rewritten_bbox = 0.286894 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258478, GIOU: 0.135423), Class: 0.452961, Obj: 0.059171, No Obj: 0.002582, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.345094, iou_loss = 0.072661, total_loss = 1.417755 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000891, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003340, iou_loss = 0.000000, total_loss = 0.003340 \n",
" total_bbox = 31723, rewritten_bbox = 0.286858 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.316029, GIOU: 0.244120), Class: 0.452154, Obj: 0.030559, No Obj: 0.002810, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.215356, iou_loss = 0.057817, total_loss = 2.273172 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.287493, GIOU: 0.152805), Class: 0.339323, Obj: 0.001849, No Obj: 0.000799, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.440706, iou_loss = 1.250991, total_loss = 1.691697 \n",
" total_bbox = 31730, rewritten_bbox = 0.286795 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370515, GIOU: 0.365002), Class: 0.517240, Obj: 0.041763, No Obj: 0.002900, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.492472, iou_loss = 0.010596, total_loss = 1.503068 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000866, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002460, iou_loss = 0.000000, total_loss = 0.002460 \n",
" total_bbox = 31734, rewritten_bbox = 0.286759 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433610, GIOU: 0.404548), Class: 0.576588, Obj: 0.109369, No Obj: 0.004314, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.024466, iou_loss = 0.017410, total_loss = 1.041875 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.447795, GIOU: 0.332444), Class: 0.584648, Obj: 0.001178, No Obj: 0.000869, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.110026, iou_loss = 0.591419, total_loss = 1.701445 \n",
" total_bbox = 31740, rewritten_bbox = 0.286704 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409341, GIOU: 0.409341), Class: 0.606927, Obj: 0.009733, No Obj: 0.002532, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.731163, iou_loss = 0.026050, total_loss = 0.757212 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.259190, GIOU: 0.243739), Class: 0.590456, Obj: 0.003592, No Obj: 0.000862, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.756130, iou_loss = 0.898740, total_loss = 1.654869 \n",
" total_bbox = 31744, rewritten_bbox = 0.286668 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.309754, GIOU: 0.195235), Class: 0.360959, Obj: 0.065962, No Obj: 0.003372, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.831932, iou_loss = 0.002345, total_loss = 0.834277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.325367, GIOU: 0.199115), Class: 0.457736, Obj: 0.021210, No Obj: 0.000898, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.749141, iou_loss = 0.104082, total_loss = 0.853223 \n",
" total_bbox = 31748, rewritten_bbox = 0.286632 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.417705, GIOU: 0.338776), Class: 0.448970, Obj: 0.011662, No Obj: 0.002379, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.379665, iou_loss = 0.131011, total_loss = 2.510677 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.442396, GIOU: 0.326040), Class: 0.678240, Obj: 0.000678, No Obj: 0.000761, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.335728, iou_loss = 0.304638, total_loss = 0.640366 \n",
" total_bbox = 31755, rewritten_bbox = 0.286569 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409152, GIOU: 0.362828), Class: 0.489545, Obj: 0.015367, No Obj: 0.002621, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.867581, iou_loss = 0.017045, total_loss = 1.884626 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000793, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002178, iou_loss = 0.000000, total_loss = 0.002178 \n",
" total_bbox = 31760, rewritten_bbox = 0.286524 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.440241, GIOU: 0.424801), Class: 0.448848, Obj: 0.039307, No Obj: 0.002803, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.540343, iou_loss = 0.037980, total_loss = 1.578323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000771, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001919, iou_loss = 0.000000, total_loss = 0.001919 \n",
" total_bbox = 31764, rewritten_bbox = 0.286488 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 397: 0.939739, 0.946800 avg loss, 0.000065 rate, 0.678762 seconds, 25408 images, 0.726058 hours left\n",
"Loaded: 0.000051 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344072, GIOU: 0.295059), Class: 0.456574, Obj: 0.024181, No Obj: 0.002740, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.567824, iou_loss = 0.073476, total_loss = 1.641299 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000840, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003895, iou_loss = 0.000000, total_loss = 0.003895 \n",
" total_bbox = 31768, rewritten_bbox = 0.286452 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.514446, GIOU: 0.465227), Class: 0.478253, Obj: 0.073347, No Obj: 0.003015, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.006272, iou_loss = 0.028037, total_loss = 1.034309 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.407221, GIOU: 0.243473), Class: 0.610919, Obj: 0.004440, No Obj: 0.000826, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.381823, iou_loss = 0.064936, total_loss = 0.446759 \n",
" total_bbox = 31772, rewritten_bbox = 0.286416 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319706, GIOU: 0.310998), Class: 0.532882, Obj: 0.044980, No Obj: 0.003402, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.199009, iou_loss = 0.065396, total_loss = 2.264406 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000897, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003290, iou_loss = 0.000000, total_loss = 0.003290 \n",
" total_bbox = 31778, rewritten_bbox = 0.286362 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.534549, GIOU: 0.490879), Class: 0.495173, Obj: 0.027608, No Obj: 0.003336, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.616937, iou_loss = 0.031545, total_loss = 1.648482 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000742, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002112, iou_loss = 0.000000, total_loss = 0.002112 \n",
" total_bbox = 31782, rewritten_bbox = 0.286326 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265895, GIOU: 0.199593), Class: 0.690269, Obj: 0.057521, No Obj: 0.002557, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.161152, iou_loss = 0.051354, total_loss = 1.212506 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.565313, GIOU: 0.565313), Class: 0.496785, Obj: 0.009285, No Obj: 0.000781, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.380287, iou_loss = 0.276063, total_loss = 0.656350 \n",
" total_bbox = 31787, rewritten_bbox = 0.286281 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371655, GIOU: 0.266935), Class: 0.441620, Obj: 0.042003, No Obj: 0.003286, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.268610, iou_loss = 0.123750, total_loss = 2.392359 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000812, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003391, iou_loss = 0.000000, total_loss = 0.003391 \n",
" total_bbox = 31793, rewritten_bbox = 0.286227 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.497307, GIOU: 0.446061), Class: 0.481415, Obj: 0.042162, No Obj: 0.003250, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.075013, iou_loss = 0.008417, total_loss = 1.083430 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.219815, GIOU: 0.219815), Class: 0.637292, Obj: 0.001022, No Obj: 0.000787, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347710, iou_loss = 0.042206, total_loss = 0.389916 \n",
" total_bbox = 31797, rewritten_bbox = 0.286191 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482259, GIOU: 0.481415), Class: 0.471880, Obj: 0.038719, No Obj: 0.003004, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.885631, iou_loss = 0.125224, total_loss = 2.010855 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000776, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002702, iou_loss = 0.000000, total_loss = 0.002702 \n",
" total_bbox = 31802, rewritten_bbox = 0.286146 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.461055, GIOU: 0.394677), Class: 0.451548, Obj: 0.022669, No Obj: 0.003034, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.200262, iou_loss = 0.115345, total_loss = 2.315607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.170452, GIOU: 0.074529), Class: 0.490219, Obj: 0.003224, No Obj: 0.000798, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354862, iou_loss = 0.016952, total_loss = 0.371815 \n",
" total_bbox = 31809, rewritten_bbox = 0.286083 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.401671, GIOU: 0.363465), Class: 0.660476, Obj: 0.078475, No Obj: 0.003570, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.304124, iou_loss = 0.045588, total_loss = 1.349712 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000805, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002459, iou_loss = 0.000000, total_loss = 0.002459 \n",
" total_bbox = 31813, rewritten_bbox = 0.286047 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403865, GIOU: 0.400797), Class: 0.524047, Obj: 0.048296, No Obj: 0.002644, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.124091, iou_loss = 0.206649, total_loss = 2.330739 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.350553, GIOU: 0.195025), Class: 0.491114, Obj: 0.005947, No Obj: 0.000795, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.403787, iou_loss = 0.065725, total_loss = 0.469511 \n",
" total_bbox = 31820, rewritten_bbox = 0.285984 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.163453, GIOU: 0.030549), Class: 0.722398, Obj: 0.023726, No Obj: 0.002316, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.773943, iou_loss = 0.001899, total_loss = 0.775842 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.332044, GIOU: 0.276828), Class: 0.501728, Obj: 0.002651, No Obj: 0.000789, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.233912, iou_loss = 1.889070, total_loss = 3.122982 \n",
" total_bbox = 31825, rewritten_bbox = 0.285939 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357614, GIOU: 0.249385), Class: 0.585793, Obj: 0.042758, No Obj: 0.002597, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.041237, iou_loss = 0.101581, total_loss = 2.142818 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000785, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002156, iou_loss = 0.000000, total_loss = 0.002156 \n",
" total_bbox = 31831, rewritten_bbox = 0.285885 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.160742, GIOU: 0.160742), Class: 0.530551, Obj: 0.013674, No Obj: 0.002376, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.702248, iou_loss = 0.000828, total_loss = 0.703076 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.475714, GIOU: 0.475592), Class: 0.468020, Obj: 0.011760, No Obj: 0.000907, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.740060, iou_loss = 0.531448, total_loss = 1.271508 \n",
" total_bbox = 31835, rewritten_bbox = 0.285849 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472939, GIOU: 0.419157), Class: 0.450070, Obj: 0.051406, No Obj: 0.003041, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.471651, iou_loss = 0.030569, total_loss = 1.502220 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000765, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002350, iou_loss = 0.000000, total_loss = 0.002350 \n",
" total_bbox = 31839, rewritten_bbox = 0.285813 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.494769, GIOU: 0.451311), Class: 0.541330, Obj: 0.015778, No Obj: 0.002474, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.020982, iou_loss = 0.017966, total_loss = 1.038947 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.290830, GIOU: 0.280150), Class: 0.544594, Obj: 0.014970, No Obj: 0.000770, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.394639, iou_loss = 0.082316, total_loss = 0.476956 \n",
" total_bbox = 31843, rewritten_bbox = 0.285777 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 398: 0.904372, 0.942557 avg loss, 0.000065 rate, 0.696327 seconds, 25472 images, 0.725592 hours left\n",
"Loaded: 0.000045 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.309981, GIOU: 0.309981), Class: 0.432982, Obj: 0.012333, No Obj: 0.002856, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.752430, iou_loss = 0.005143, total_loss = 0.757573 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.367254, GIOU: 0.153085), Class: 0.597355, Obj: 0.006425, No Obj: 0.000802, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.307426, iou_loss = 0.176272, total_loss = 0.483698 \n",
" total_bbox = 31846, rewritten_bbox = 0.285750 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.504578, GIOU: 0.448596), Class: 0.529221, Obj: 0.010129, No Obj: 0.002102, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.098616, iou_loss = 0.167843, total_loss = 2.266459 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000747, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002265, iou_loss = 0.000000, total_loss = 0.002265 \n",
" total_bbox = 31852, rewritten_bbox = 0.285696 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.195298, GIOU: 0.037812), Class: 0.287215, Obj: 0.006168, No Obj: 0.002170, .5R: 0.000000, .75R: 0.000000, count: 7, class_loss = 3.215273, iou_loss = 0.017639, total_loss = 3.232912 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000747, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001957, iou_loss = 0.000000, total_loss = 0.001957 \n",
" total_bbox = 31859, rewritten_bbox = 0.285634 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.280500, GIOU: 0.195764), Class: 0.525950, Obj: 0.026900, No Obj: 0.003346, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.615448, iou_loss = 0.068891, total_loss = 1.684340 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.493946, GIOU: 0.461865), Class: 0.361314, Obj: 0.004941, No Obj: 0.000805, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.485234, iou_loss = 0.437914, total_loss = 0.923148 \n",
" total_bbox = 31864, rewritten_bbox = 0.285589 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.235878, GIOU: 0.189878), Class: 0.421574, Obj: 0.013280, No Obj: 0.002846, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.022771, iou_loss = 0.011002, total_loss = 2.033773 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.403148, GIOU: 0.372371), Class: 0.360950, Obj: 0.002584, No Obj: 0.000800, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.418896, iou_loss = 0.117905, total_loss = 0.536801 \n",
" total_bbox = 31870, rewritten_bbox = 0.285535 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360400, GIOU: 0.354484), Class: 0.540857, Obj: 0.013929, No Obj: 0.002684, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.670114, iou_loss = 0.169675, total_loss = 1.839789 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000799, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002720, iou_loss = 0.000000, total_loss = 0.002720 \n",
" total_bbox = 31875, rewritten_bbox = 0.285490 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.388072, GIOU: 0.194080), Class: 0.448236, Obj: 0.038951, No Obj: 0.002697, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.139039, iou_loss = 0.013360, total_loss = 1.152399 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.377101, GIOU: 0.314223), Class: 0.485030, Obj: 0.000994, No Obj: 0.000776, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.388710, iou_loss = 0.136076, total_loss = 0.524786 \n",
" total_bbox = 31879, rewritten_bbox = 0.285454 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.195386, GIOU: -0.052694), Class: 0.582027, Obj: 0.013072, No Obj: 0.002343, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.080786, iou_loss = 0.005441, total_loss = 1.086227 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.241745, GIOU: 0.026993), Class: 0.404875, Obj: 0.002113, No Obj: 0.000759, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.349740, iou_loss = 0.016540, total_loss = 0.366281 \n",
" total_bbox = 31883, rewritten_bbox = 0.285419 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300163, GIOU: 0.185089), Class: 0.440127, Obj: 0.038874, No Obj: 0.002524, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.440392, iou_loss = 0.009764, total_loss = 1.450157 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000769, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002732, iou_loss = 0.000000, total_loss = 0.002732 \n",
" total_bbox = 31887, rewritten_bbox = 0.285383 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.348108, GIOU: 0.229751), Class: 0.585502, Obj: 0.004710, No Obj: 0.002731, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.897154, iou_loss = 0.024775, total_loss = 1.921930 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000772, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002127, iou_loss = 0.000000, total_loss = 0.002127 \n",
" total_bbox = 31892, rewritten_bbox = 0.285338 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350241, GIOU: 0.316996), Class: 0.505921, Obj: 0.015691, No Obj: 0.002335, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.606285, iou_loss = 0.017213, total_loss = 1.623498 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000740, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001906, iou_loss = 0.000000, total_loss = 0.001906 \n",
" total_bbox = 31896, rewritten_bbox = 0.285302 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421789, GIOU: 0.403445), Class: 0.587493, Obj: 0.017726, No Obj: 0.002537, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.631775, iou_loss = 0.030792, total_loss = 1.662567 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000777, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002130, iou_loss = 0.000000, total_loss = 0.002130 \n",
" total_bbox = 31901, rewritten_bbox = 0.285258 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381829, GIOU: 0.234560), Class: 0.531699, Obj: 0.045268, No Obj: 0.002787, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.555366, iou_loss = 0.135148, total_loss = 2.690514 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000756, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002124, iou_loss = 0.000000, total_loss = 0.002124 \n",
" total_bbox = 31908, rewritten_bbox = 0.285195 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.377881, GIOU: 0.375546), Class: 0.577769, Obj: 0.015290, No Obj: 0.002689, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.444253, iou_loss = 0.047123, total_loss = 1.491375 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000707, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001727, iou_loss = 0.000000, total_loss = 0.001727 \n",
" total_bbox = 31912, rewritten_bbox = 0.285159 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379715, GIOU: 0.345920), Class: 0.599945, Obj: 0.053138, No Obj: 0.002974, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.329099, iou_loss = 0.029565, total_loss = 1.358664 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000748, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001968, iou_loss = 0.000000, total_loss = 0.001968 \n",
" total_bbox = 31916, rewritten_bbox = 0.285123 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.293253, GIOU: 0.232265), Class: 0.490859, Obj: 0.038805, No Obj: 0.003030, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.338216, iou_loss = 0.012734, total_loss = 1.350950 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.674729, GIOU: 0.648793), Class: 0.424005, Obj: 0.006311, No Obj: 0.000802, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.360187, iou_loss = 0.324106, total_loss = 0.684293 \n",
" total_bbox = 31921, rewritten_bbox = 0.285079 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 399: 0.919248, 0.940226 avg loss, 0.000066 rate, 0.698082 seconds, 25536 images, 0.725304 hours left\n",
"Loaded: 0.000072 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398854, GIOU: 0.284180), Class: 0.488327, Obj: 0.011651, No Obj: 0.002263, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.463647, iou_loss = 0.142806, total_loss = 1.606454 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000773, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002087, iou_loss = 0.000000, total_loss = 0.002087 \n",
" total_bbox = 31925, rewritten_bbox = 0.285043 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357581, GIOU: 0.295604), Class: 0.610895, Obj: 0.044096, No Obj: 0.002799, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.346872, iou_loss = 0.054000, total_loss = 1.400872 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000791, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002447, iou_loss = 0.000000, total_loss = 0.002447 \n",
" total_bbox = 31929, rewritten_bbox = 0.285007 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500568, GIOU: 0.490711), Class: 0.513115, Obj: 0.035111, No Obj: 0.002698, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.406025, iou_loss = 0.046962, total_loss = 1.452987 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000766, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002045, iou_loss = 0.000000, total_loss = 0.002045 \n",
" total_bbox = 31933, rewritten_bbox = 0.284972 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.356560, GIOU: 0.174437), Class: 0.603591, Obj: 0.015681, No Obj: 0.003165, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.745117, iou_loss = 0.043676, total_loss = 1.788793 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003066, iou_loss = 0.000000, total_loss = 0.003066 \n",
" total_bbox = 31938, rewritten_bbox = 0.284927 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.383708, GIOU: 0.314560), Class: 0.542306, Obj: 0.035335, No Obj: 0.002906, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.361573, iou_loss = 0.024892, total_loss = 1.386465 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.367104, GIOU: 0.258211), Class: 0.410570, Obj: 0.011969, No Obj: 0.000870, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.189594, iou_loss = 1.668164, total_loss = 2.857757 \n",
" total_bbox = 31945, rewritten_bbox = 0.284865 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.434420, GIOU: 0.358863), Class: 0.461505, Obj: 0.056313, No Obj: 0.002981, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.843499, iou_loss = 0.047016, total_loss = 1.890515 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000735, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001957, iou_loss = 0.000000, total_loss = 0.001957 \n",
" total_bbox = 31950, rewritten_bbox = 0.284820 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.378769, GIOU: 0.240457), Class: 0.438770, Obj: 0.053864, No Obj: 0.002770, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.196799, iou_loss = 0.071668, total_loss = 2.268467 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.585837, GIOU: 0.554705), Class: 0.450915, Obj: 0.002164, No Obj: 0.000754, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.821911, iou_loss = 0.628165, total_loss = 1.450076 \n",
" total_bbox = 31958, rewritten_bbox = 0.284749 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418563, GIOU: 0.363208), Class: 0.500462, Obj: 0.052228, No Obj: 0.002425, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.106526, iou_loss = 0.061792, total_loss = 1.168318 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.262760, GIOU: 0.262760), Class: 0.626762, Obj: 0.004096, No Obj: 0.000781, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.389562, iou_loss = 0.186996, total_loss = 0.576558 \n",
" total_bbox = 31962, rewritten_bbox = 0.284713 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.469727, GIOU: 0.374181), Class: 0.453102, Obj: 0.027919, No Obj: 0.002771, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.841452, iou_loss = 0.091404, total_loss = 1.932856 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004514, iou_loss = 0.000000, total_loss = 0.004514 \n",
" total_bbox = 31967, rewritten_bbox = 0.284669 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.305088, GIOU: 0.289145), Class: 0.480353, Obj: 0.026144, No Obj: 0.002877, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.869243, iou_loss = 0.030535, total_loss = 1.899778 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000777, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002388, iou_loss = 0.000000, total_loss = 0.002388 \n",
" total_bbox = 31972, rewritten_bbox = 0.284624 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353193, GIOU: 0.330685), Class: 0.488514, Obj: 0.006982, No Obj: 0.002575, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.476354, iou_loss = 0.097500, total_loss = 1.573855 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.202083, GIOU: 0.002460), Class: 0.602394, Obj: 0.010272, No Obj: 0.000896, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.099410, iou_loss = 0.158469, total_loss = 1.257879 \n",
" total_bbox = 31979, rewritten_bbox = 0.284562 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.309677, GIOU: 0.214238), Class: 0.378477, Obj: 0.018099, No Obj: 0.002554, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.601337, iou_loss = 0.071994, total_loss = 1.673331 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000745, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002285, iou_loss = 0.000000, total_loss = 0.002285 \n",
" total_bbox = 31983, rewritten_bbox = 0.284526 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.495094, GIOU: 0.426677), Class: 0.476354, Obj: 0.014959, No Obj: 0.002175, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.171380, iou_loss = 0.076042, total_loss = 1.247422 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000772, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002223, iou_loss = 0.000000, total_loss = 0.002223 \n",
" total_bbox = 31986, rewritten_bbox = 0.284499 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.439417, GIOU: 0.387404), Class: 0.455351, Obj: 0.046361, No Obj: 0.002759, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.745742, iou_loss = 0.285927, total_loss = 2.031668 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000807, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003713, iou_loss = 0.000000, total_loss = 0.003713 \n",
" total_bbox = 31991, rewritten_bbox = 0.284455 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357508, GIOU: 0.203073), Class: 0.501581, Obj: 0.009061, No Obj: 0.002486, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.566326, iou_loss = 0.051738, total_loss = 1.618065 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.401588, GIOU: 0.339485), Class: 0.397472, Obj: 0.001711, No Obj: 0.000754, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.767296, iou_loss = 0.730758, total_loss = 1.498054 \n",
" total_bbox = 31997, rewritten_bbox = 0.284402 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413306, GIOU: 0.332500), Class: 0.392884, Obj: 0.019633, No Obj: 0.002741, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.497709, iou_loss = 0.037082, total_loss = 1.534792 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000770, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002181, iou_loss = 0.000000, total_loss = 0.002181 \n",
" total_bbox = 32001, rewritten_bbox = 0.284366 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 400: 0.930013, 0.939205 avg loss, 0.000067 rate, 0.692045 seconds, 25600 images, 0.725034 hours left\n",
"Saving weights to backup//yolov4-tiny-bus-trucks_last.weights\n",
"Loaded: 0.000035 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.341662, GIOU: 0.287012), Class: 0.497822, Obj: 0.016407, No Obj: 0.003215, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.291272, iou_loss = 0.099999, total_loss = 2.391272 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.657798, GIOU: 0.648152), Class: 0.485727, Obj: 0.002166, No Obj: 0.000832, .5R: 1.000000, .75R: 0.500000, count: 2, class_loss = 0.745423, iou_loss = 0.712015, total_loss = 1.457438 \n",
" total_bbox = 32009, rewritten_bbox = 0.284295 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.225029, GIOU: 0.043660), Class: 0.481774, Obj: 0.031954, No Obj: 0.002679, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.548840, iou_loss = 0.003093, total_loss = 1.551933 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000737, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001980, iou_loss = 0.000000, total_loss = 0.001980 \n",
" total_bbox = 32013, rewritten_bbox = 0.284260 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.525231, GIOU: 0.445408), Class: 0.451454, Obj: 0.027442, No Obj: 0.002924, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.522971, iou_loss = 0.069623, total_loss = 1.592594 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000730, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002230, iou_loss = 0.000000, total_loss = 0.002230 \n",
" total_bbox = 32017, rewritten_bbox = 0.284224 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.537125, GIOU: 0.514779), Class: 0.452585, Obj: 0.041453, No Obj: 0.002772, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.412977, iou_loss = 0.033176, total_loss = 1.446154 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000707, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001886, iou_loss = 0.000000, total_loss = 0.001886 \n",
" total_bbox = 32021, rewritten_bbox = 0.284189 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.354622, GIOU: 0.160663), Class: 0.527238, Obj: 0.016203, No Obj: 0.002620, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.246012, iou_loss = 0.051144, total_loss = 2.297156 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.419575, GIOU: 0.303047), Class: 0.542577, Obj: 0.004599, No Obj: 0.000748, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.709012, iou_loss = 1.019238, total_loss = 1.728249 \n",
" total_bbox = 32029, rewritten_bbox = 0.284118 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.268086, GIOU: 0.257287), Class: 0.496963, Obj: 0.021573, No Obj: 0.003059, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.942322, iou_loss = 0.042526, total_loss = 1.984848 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.347918, GIOU: 0.139514), Class: 0.490327, Obj: 0.001144, No Obj: 0.000818, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360491, iou_loss = 0.252261, total_loss = 0.612752 \n",
" total_bbox = 32035, rewritten_bbox = 0.284064 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.378306, GIOU: 0.320386), Class: 0.510755, Obj: 0.075630, No Obj: 0.002712, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.532986, iou_loss = 0.144419, total_loss = 2.677405 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000849, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005482, iou_loss = 0.000000, total_loss = 0.005482 \n",
" total_bbox = 32042, rewritten_bbox = 0.284002 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.396864, GIOU: 0.374620), Class: 0.487010, Obj: 0.051090, No Obj: 0.003116, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.117607, iou_loss = 0.007317, total_loss = 1.124924 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.417175, GIOU: 0.283931), Class: 0.596221, Obj: 0.000600, No Obj: 0.000748, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384053, iou_loss = 0.092978, total_loss = 0.477031 \n",
" total_bbox = 32046, rewritten_bbox = 0.283967 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345201, GIOU: 0.343104), Class: 0.501439, Obj: 0.026635, No Obj: 0.002724, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.763856, iou_loss = 0.009408, total_loss = 0.773264 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.262636, GIOU: 0.262636), Class: 0.480853, Obj: 0.006515, No Obj: 0.000715, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.761022, iou_loss = 0.122596, total_loss = 0.883618 \n",
" total_bbox = 32050, rewritten_bbox = 0.283931 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427232, GIOU: 0.278840), Class: 0.502960, Obj: 0.009567, No Obj: 0.002894, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.547383, iou_loss = 0.044933, total_loss = 1.592316 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.265826, GIOU: -0.058606), Class: 0.411449, Obj: 0.003944, No Obj: 0.000858, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.759087, iou_loss = 0.729447, total_loss = 1.488534 \n",
" total_bbox = 32056, rewritten_bbox = 0.283878 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.478565, GIOU: 0.459082), Class: 0.471056, Obj: 0.078816, No Obj: 0.002401, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.067438, iou_loss = 0.023484, total_loss = 1.090922 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.363371, GIOU: 0.155088), Class: 0.639940, Obj: 0.000962, No Obj: 0.000745, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355945, iou_loss = 0.059305, total_loss = 0.415250 \n",
" total_bbox = 32060, rewritten_bbox = 0.283843 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.340654, GIOU: 0.283495), Class: 0.556483, Obj: 0.008503, No Obj: 0.002641, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.832853, iou_loss = 0.052183, total_loss = 1.885036 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.126435, GIOU: -0.427186), Class: 0.543139, Obj: 0.000271, No Obj: 0.000764, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.365142, iou_loss = 0.014579, total_loss = 0.379721 \n",
" total_bbox = 32066, rewritten_bbox = 0.283790 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436805, GIOU: 0.432295), Class: 0.571379, Obj: 0.029074, No Obj: 0.003065, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.411580, iou_loss = 0.028881, total_loss = 1.440461 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.295545, GIOU: 0.132680), Class: 0.557893, Obj: 0.002824, No Obj: 0.000808, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355612, iou_loss = 0.141858, total_loss = 0.497470 \n",
" total_bbox = 32071, rewritten_bbox = 0.283745 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.343801, GIOU: 0.289731), Class: 0.478697, Obj: 0.028557, No Obj: 0.002888, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.839237, iou_loss = 0.029820, total_loss = 1.869057 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.281528, GIOU: 0.252892), Class: 0.364770, Obj: 0.000838, No Obj: 0.000777, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.378666, iou_loss = 0.118826, total_loss = 0.497492 \n",
" total_bbox = 32077, rewritten_bbox = 0.283692 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.237852, GIOU: 0.193584), Class: 0.674089, Obj: 0.016604, No Obj: 0.002783, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.358164, iou_loss = 0.004884, total_loss = 1.363048 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000765, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002778, iou_loss = 0.000000, total_loss = 0.002778 \n",
" total_bbox = 32081, rewritten_bbox = 0.283657 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321124, GIOU: 0.308770), Class: 0.642437, Obj: 0.022614, No Obj: 0.002579, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.293102, iou_loss = 0.053725, total_loss = 1.346828 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.469719, GIOU: 0.349550), Class: 0.444865, Obj: 0.003012, No Obj: 0.000796, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371118, iou_loss = 0.114268, total_loss = 0.485386 \n",
" total_bbox = 32086, rewritten_bbox = 0.283613 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 401: 0.987137, 0.943998 avg loss, 0.000067 rate, 0.704116 seconds, 25664 images, 0.724705 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.268315, GIOU: 0.164317), Class: 0.469157, Obj: 0.011385, No Obj: 0.002181, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.088207, iou_loss = 0.022568, total_loss = 1.110775 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.405528, GIOU: 0.405528), Class: 0.337648, Obj: 0.016472, No Obj: 0.000749, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.400689, iou_loss = 0.142368, total_loss = 0.543057 \n",
" total_bbox = 32090, rewritten_bbox = 0.283577 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.467959, GIOU: 0.321460), Class: 0.641430, Obj: 0.028056, No Obj: 0.002283, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.678047, iou_loss = 0.037637, total_loss = 1.715684 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.303653, GIOU: 0.084422), Class: 0.350132, Obj: 0.005484, No Obj: 0.000741, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.404037, iou_loss = 0.045637, total_loss = 0.449674 \n",
" total_bbox = 32096, rewritten_bbox = 0.283524 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390031, GIOU: 0.329757), Class: 0.467353, Obj: 0.008241, No Obj: 0.002914, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.529460, iou_loss = 0.100632, total_loss = 1.630092 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000917, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003329, iou_loss = 0.000000, total_loss = 0.003329 \n",
" total_bbox = 32100, rewritten_bbox = 0.283489 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345811, GIOU: 0.314719), Class: 0.525349, Obj: 0.012156, No Obj: 0.002897, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.672589, iou_loss = 0.017176, total_loss = 1.689764 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000738, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002586, iou_loss = 0.000000, total_loss = 0.002586 \n",
" total_bbox = 32104, rewritten_bbox = 0.283454 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.343242, GIOU: 0.287535), Class: 0.549962, Obj: 0.065517, No Obj: 0.003371, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.770604, iou_loss = 0.049520, total_loss = 1.820124 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000737, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002092, iou_loss = 0.000000, total_loss = 0.002092 \n",
" total_bbox = 32109, rewritten_bbox = 0.283410 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.256112, GIOU: 0.247016), Class: 0.508137, Obj: 0.022257, No Obj: 0.002723, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.874788, iou_loss = 0.042331, total_loss = 1.917120 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.463711, GIOU: 0.376728), Class: 0.454392, Obj: 0.013226, No Obj: 0.000803, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.194931, iou_loss = 2.349262, total_loss = 3.544192 \n",
" total_bbox = 32117, rewritten_bbox = 0.283339 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395056, GIOU: 0.373499), Class: 0.457711, Obj: 0.038028, No Obj: 0.002929, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.384598, iou_loss = 0.021260, total_loss = 1.405858 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000704, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001755, iou_loss = 0.000000, total_loss = 0.001755 \n",
" total_bbox = 32121, rewritten_bbox = 0.283304 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290845, GIOU: 0.253618), Class: 0.615819, Obj: 0.043608, No Obj: 0.003194, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.034982, iou_loss = 0.014744, total_loss = 1.049727 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.565784, GIOU: 0.531063), Class: 0.334814, Obj: 0.012478, No Obj: 0.000809, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.424450, iou_loss = 0.163788, total_loss = 0.588237 \n",
" total_bbox = 32125, rewritten_bbox = 0.283268 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318510, GIOU: -0.001007), Class: 0.474659, Obj: 0.046369, No Obj: 0.002791, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.791714, iou_loss = 0.027605, total_loss = 1.819319 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.139919, GIOU: -0.153382), Class: 0.467060, Obj: 0.001334, No Obj: 0.000742, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.728443, iou_loss = 0.071748, total_loss = 0.800191 \n",
" total_bbox = 32132, rewritten_bbox = 0.283207 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313738, GIOU: 0.196055), Class: 0.506943, Obj: 0.022566, No Obj: 0.003127, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.417263, iou_loss = 0.034182, total_loss = 1.451445 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000789, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003948, iou_loss = 0.000000, total_loss = 0.003948 \n",
" total_bbox = 32136, rewritten_bbox = 0.283172 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.378430, GIOU: 0.332527), Class: 0.628241, Obj: 0.026520, No Obj: 0.002805, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.688169, iou_loss = 0.061531, total_loss = 1.749700 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.098748, GIOU: -0.209041), Class: 0.512125, Obj: 0.000370, No Obj: 0.000789, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.429295, iou_loss = 0.018847, total_loss = 0.448142 \n",
" total_bbox = 32142, rewritten_bbox = 0.283119 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350732, GIOU: 0.159688), Class: 0.344607, Obj: 0.065676, No Obj: 0.002676, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.299872, iou_loss = 0.006469, total_loss = 1.306340 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000722, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001898, iou_loss = 0.000000, total_loss = 0.001898 \n",
" total_bbox = 32145, rewritten_bbox = 0.283092 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.294979, GIOU: 0.282018), Class: 0.498448, Obj: 0.041421, No Obj: 0.002086, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.360137, iou_loss = 0.065759, total_loss = 1.425896 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.145680, GIOU: -0.410262), Class: 0.598101, Obj: 0.000110, No Obj: 0.000741, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.389739, iou_loss = 0.020044, total_loss = 0.409783 \n",
" total_bbox = 32150, rewritten_bbox = 0.283048 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317802, GIOU: 0.175513), Class: 0.551888, Obj: 0.034871, No Obj: 0.002477, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.403693, iou_loss = 0.025725, total_loss = 1.429418 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.403008, GIOU: 0.326441), Class: 0.432395, Obj: 0.000437, No Obj: 0.000769, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.390274, iou_loss = 0.661212, total_loss = 1.051486 \n",
" total_bbox = 32155, rewritten_bbox = 0.283004 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.268590, GIOU: -0.003003), Class: 0.622064, Obj: 0.102914, No Obj: 0.003222, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.973419, iou_loss = 0.004690, total_loss = 0.978109 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.231554, GIOU: 0.080663), Class: 0.484126, Obj: 0.001898, No Obj: 0.000735, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393443, iou_loss = 0.062701, total_loss = 0.456144 \n",
" total_bbox = 32159, rewritten_bbox = 0.282969 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.305747, GIOU: 0.248868), Class: 0.479736, Obj: 0.024029, No Obj: 0.002819, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.528375, iou_loss = 0.027129, total_loss = 1.555504 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.372922, GIOU: 0.349220), Class: 0.618382, Obj: 0.001628, No Obj: 0.000755, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.666796, iou_loss = 0.327661, total_loss = 0.994457 \n",
" total_bbox = 32165, rewritten_bbox = 0.282916 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 402: 0.913781, 0.940976 avg loss, 0.000068 rate, 0.677994 seconds, 25728 images, 0.724498 hours left\n",
"Loaded: 0.000044 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382515, GIOU: 0.306584), Class: 0.544834, Obj: 0.033993, No Obj: 0.002550, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.375855, iou_loss = 0.030804, total_loss = 1.406659 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000796, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003876, iou_loss = 0.000000, total_loss = 0.003876 \n",
" total_bbox = 32169, rewritten_bbox = 0.282881 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422062, GIOU: 0.260344), Class: 0.544667, Obj: 0.027623, No Obj: 0.002835, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.413985, iou_loss = 0.025062, total_loss = 1.439048 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000784, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002684, iou_loss = 0.000000, total_loss = 0.002684 \n",
" total_bbox = 32173, rewritten_bbox = 0.282846 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.471930, GIOU: 0.330309), Class: 0.403479, Obj: 0.057849, No Obj: 0.002732, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.188883, iou_loss = 0.038502, total_loss = 1.227386 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.401750, GIOU: 0.359446), Class: 0.392547, Obj: 0.027066, No Obj: 0.000754, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.398765, iou_loss = 0.068159, total_loss = 0.466924 \n",
" total_bbox = 32177, rewritten_bbox = 0.282811 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358007, GIOU: 0.247310), Class: 0.461671, Obj: 0.021208, No Obj: 0.002400, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.537197, iou_loss = 0.015633, total_loss = 1.552830 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000734, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002237, iou_loss = 0.000000, total_loss = 0.002237 \n",
" total_bbox = 32181, rewritten_bbox = 0.282776 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368994, GIOU: 0.350801), Class: 0.476658, Obj: 0.011609, No Obj: 0.002574, .5R: 0.250000, .75R: 0.000000, count: 8, class_loss = 2.988469, iou_loss = 0.082627, total_loss = 3.071096 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.188633, GIOU: -0.092288), Class: 0.454424, Obj: 0.000537, No Obj: 0.000747, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.794350, iou_loss = 0.083257, total_loss = 0.877607 \n",
" total_bbox = 32191, rewritten_bbox = 0.282688 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.183060, GIOU: 0.141500), Class: 0.521058, Obj: 0.012244, No Obj: 0.002594, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.460024, iou_loss = 0.005464, total_loss = 1.465488 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.322384, GIOU: 0.318977), Class: 0.555448, Obj: 0.008503, No Obj: 0.000812, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.723660, iou_loss = 0.178023, total_loss = 0.901683 \n",
" total_bbox = 32197, rewritten_bbox = 0.282635 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.397702, GIOU: 0.276309), Class: 0.531110, Obj: 0.056513, No Obj: 0.002864, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.446376, iou_loss = 0.034765, total_loss = 1.481141 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.189407, GIOU: 0.189407), Class: 0.488786, Obj: 0.000877, No Obj: 0.000764, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.778922, iou_loss = 0.371083, total_loss = 1.150005 \n",
" total_bbox = 32203, rewritten_bbox = 0.282582 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415634, GIOU: 0.348127), Class: 0.421862, Obj: 0.037353, No Obj: 0.002377, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.481648, iou_loss = 0.116038, total_loss = 1.597685 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.266220, GIOU: 0.266220), Class: 0.506925, Obj: 0.003543, No Obj: 0.000788, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354579, iou_loss = 0.061563, total_loss = 0.416142 \n",
" total_bbox = 32208, rewritten_bbox = 0.282539 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.423330, GIOU: 0.394317), Class: 0.466407, Obj: 0.035826, No Obj: 0.002569, .5R: 0.571429, .75R: 0.000000, count: 7, class_loss = 2.509128, iou_loss = 0.159641, total_loss = 2.668768 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000735, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002174, iou_loss = 0.000000, total_loss = 0.002174 \n",
" total_bbox = 32215, rewritten_bbox = 0.282477 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.425167, GIOU: 0.338708), Class: 0.474737, Obj: 0.028478, No Obj: 0.002619, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.972794, iou_loss = 0.073430, total_loss = 2.046224 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000740, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002265, iou_loss = 0.000000, total_loss = 0.002265 \n",
" total_bbox = 32220, rewritten_bbox = 0.282433 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.551299, GIOU: 0.495205), Class: 0.548074, Obj: 0.033601, No Obj: 0.002496, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.045209, iou_loss = 0.032992, total_loss = 1.078201 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.052960, GIOU: -0.455985), Class: 0.506507, Obj: 0.000777, No Obj: 0.000691, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.824893, iou_loss = 0.007021, total_loss = 0.831914 \n",
" total_bbox = 32225, rewritten_bbox = 0.282389 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358370, GIOU: 0.293740), Class: 0.503425, Obj: 0.043709, No Obj: 0.003012, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.723033, iou_loss = 0.033308, total_loss = 1.756340 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000733, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002608, iou_loss = 0.000000, total_loss = 0.002608 \n",
" total_bbox = 32230, rewritten_bbox = 0.282346 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422078, GIOU: 0.420835), Class: 0.404034, Obj: 0.057357, No Obj: 0.002711, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.570238, iou_loss = 0.017711, total_loss = 1.587949 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000706, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001713, iou_loss = 0.000000, total_loss = 0.001713 \n",
" total_bbox = 32234, rewritten_bbox = 0.282311 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231039, GIOU: 0.202972), Class: 0.481790, Obj: 0.023440, No Obj: 0.002872, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.116963, iou_loss = 0.002723, total_loss = 1.119687 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.167642, GIOU: -0.007702), Class: 0.626561, Obj: 0.001719, No Obj: 0.000832, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.320513, iou_loss = 1.089074, total_loss = 1.409587 \n",
" total_bbox = 32238, rewritten_bbox = 0.282276 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357574, GIOU: 0.311040), Class: 0.430606, Obj: 0.034867, No Obj: 0.003595, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.542766, iou_loss = 0.015993, total_loss = 1.558759 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000786, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002377, iou_loss = 0.000000, total_loss = 0.002377 \n",
" total_bbox = 32242, rewritten_bbox = 0.282241 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.531617, GIOU: 0.506167), Class: 0.493018, Obj: 0.026738, No Obj: 0.002231, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.694066, iou_loss = 0.063711, total_loss = 1.757777 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000724, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002016, iou_loss = 0.000000, total_loss = 0.002016 \n",
" total_bbox = 32247, rewritten_bbox = 0.282197 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 403: 0.954647, 0.942343 avg loss, 0.000069 rate, 0.685823 seconds, 25792 images, 0.724029 hours left\n",
"Loaded: 0.000065 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379925, GIOU: 0.301893), Class: 0.555679, Obj: 0.058948, No Obj: 0.002433, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.276715, iou_loss = 0.039968, total_loss = 1.316682 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.477585, GIOU: 0.389067), Class: 0.350992, Obj: 0.003615, No Obj: 0.000729, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.425518, iou_loss = 0.833302, total_loss = 1.258820 \n",
" total_bbox = 32252, rewritten_bbox = 0.282153 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.294986, GIOU: 0.155069), Class: 0.472874, Obj: 0.019670, No Obj: 0.002411, .5R: 0.166667, .75R: 0.166667, count: 6, class_loss = 2.229818, iou_loss = 0.024957, total_loss = 2.254775 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000731, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002214, iou_loss = 0.000000, total_loss = 0.002214 \n",
" total_bbox = 32258, rewritten_bbox = 0.282101 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.244636, GIOU: 0.227266), Class: 0.491432, Obj: 0.026041, No Obj: 0.002300, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.441825, iou_loss = 0.055270, total_loss = 1.497094 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000768, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002498, iou_loss = 0.000000, total_loss = 0.002498 \n",
" total_bbox = 32262, rewritten_bbox = 0.282066 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353565, GIOU: 0.280203), Class: 0.350839, Obj: 0.019916, No Obj: 0.002352, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.031648, iou_loss = 0.015547, total_loss = 2.047196 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.279229, GIOU: 0.050137), Class: 0.455508, Obj: 0.002528, No Obj: 0.000711, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.390168, iou_loss = 0.039029, total_loss = 0.429196 \n",
" total_bbox = 32268, rewritten_bbox = 0.282013 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435261, GIOU: 0.334043), Class: 0.527875, Obj: 0.019850, No Obj: 0.002585, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.885152, iou_loss = 0.020363, total_loss = 1.905515 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000714, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001986, iou_loss = 0.000000, total_loss = 0.001986 \n",
" total_bbox = 32273, rewritten_bbox = 0.281969 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.324996, GIOU: 0.324996), Class: 0.566670, Obj: 0.022271, No Obj: 0.002390, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.723297, iou_loss = 0.024305, total_loss = 0.747602 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.031415, GIOU: -0.752209), Class: 0.626079, Obj: 0.000958, No Obj: 0.000750, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.341351, iou_loss = 0.001136, total_loss = 0.342487 \n",
" total_bbox = 32276, rewritten_bbox = 0.281943 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.467696, GIOU: 0.465746), Class: 0.618316, Obj: 0.020164, No Obj: 0.002458, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 0.991792, iou_loss = 0.131868, total_loss = 1.123660 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.297070, GIOU: 0.085438), Class: 0.582370, Obj: 0.002278, No Obj: 0.000777, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.708882, iou_loss = 0.146645, total_loss = 0.855527 \n",
" total_bbox = 32281, rewritten_bbox = 0.281900 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413189, GIOU: 0.413189), Class: 0.577434, Obj: 0.026848, No Obj: 0.002766, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.480395, iou_loss = 0.038777, total_loss = 1.519173 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.289776, GIOU: 0.059548), Class: 0.571282, Obj: 0.043709, No Obj: 0.000725, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.374639, iou_loss = 0.025691, total_loss = 0.400331 \n",
" total_bbox = 32286, rewritten_bbox = 0.281856 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477952, GIOU: 0.410144), Class: 0.442061, Obj: 0.036446, No Obj: 0.002663, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.117969, iou_loss = 0.016701, total_loss = 1.134670 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.588882, GIOU: 0.587805), Class: 0.427467, Obj: 0.004411, No Obj: 0.000773, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.858767, iou_loss = 1.378853, total_loss = 2.237620 \n",
" total_bbox = 32291, rewritten_bbox = 0.281812 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.262632, GIOU: 0.219255), Class: 0.541872, Obj: 0.011091, No Obj: 0.002033, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.554397, iou_loss = 0.022541, total_loss = 1.576938 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000690, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001778, iou_loss = 0.000000, total_loss = 0.001778 \n",
" total_bbox = 32295, rewritten_bbox = 0.281777 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.404467, GIOU: 0.385874), Class: 0.464962, Obj: 0.024345, No Obj: 0.003227, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.483141, iou_loss = 0.056413, total_loss = 1.539553 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.262896, GIOU: 0.262896), Class: 0.645694, Obj: 0.006483, No Obj: 0.000766, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330415, iou_loss = 0.059541, total_loss = 0.389956 \n",
" total_bbox = 32300, rewritten_bbox = 0.281734 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.311174, GIOU: 0.217440), Class: 0.575033, Obj: 0.046371, No Obj: 0.002482, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.044058, iou_loss = 0.008131, total_loss = 1.052189 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.344103, GIOU: 0.179793), Class: 0.507110, Obj: 0.005091, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360377, iou_loss = 0.242017, total_loss = 0.602394 \n",
" total_bbox = 32304, rewritten_bbox = 0.281699 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429740, GIOU: 0.364005), Class: 0.529454, Obj: 0.019470, No Obj: 0.002390, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.159760, iou_loss = 0.166780, total_loss = 2.326541 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000729, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002209, iou_loss = 0.000000, total_loss = 0.002209 \n",
" total_bbox = 32310, rewritten_bbox = 0.281647 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.474029, GIOU: 0.446655), Class: 0.423405, Obj: 0.016379, No Obj: 0.002661, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.708054, iou_loss = 0.014507, total_loss = 1.722561 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001806, iou_loss = 0.000000, total_loss = 0.001806 \n",
" total_bbox = 32314, rewritten_bbox = 0.281612 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415492, GIOU: 0.413097), Class: 0.636694, Obj: 0.038692, No Obj: 0.002525, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.299406, iou_loss = 0.022344, total_loss = 1.321750 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000700, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001840, iou_loss = 0.000000, total_loss = 0.001840 \n",
" total_bbox = 32318, rewritten_bbox = 0.281577 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318763, GIOU: 0.224141), Class: 0.393304, Obj: 0.078895, No Obj: 0.002835, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.104037, iou_loss = 0.019887, total_loss = 1.123924 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.240277, GIOU: 0.175848), Class: 0.746492, Obj: 0.001515, No Obj: 0.000732, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.352515, iou_loss = 0.133947, total_loss = 0.486462 \n",
" total_bbox = 32322, rewritten_bbox = 0.281542 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 404: 0.874112, 0.935520 avg loss, 0.000070 rate, 0.712564 seconds, 25856 images, 0.723642 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.206540, GIOU: 0.119204), Class: 0.522917, Obj: 0.018394, No Obj: 0.002303, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.330388, iou_loss = 0.016805, total_loss = 1.347193 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000758, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003406, iou_loss = 0.000000, total_loss = 0.003406 \n",
" total_bbox = 32326, rewritten_bbox = 0.281507 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413096, GIOU: 0.294883), Class: 0.553533, Obj: 0.078144, No Obj: 0.002988, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.697222, iou_loss = 0.038358, total_loss = 1.735580 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000705, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002076, iou_loss = 0.000000, total_loss = 0.002076 \n",
" total_bbox = 32331, rewritten_bbox = 0.281464 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.315677, GIOU: 0.300866), Class: 0.798401, Obj: 0.023264, No Obj: 0.002151, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.594951, iou_loss = 0.013555, total_loss = 0.608506 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.438694, GIOU: 0.432088), Class: 0.632880, Obj: 0.014233, No Obj: 0.000821, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.669021, iou_loss = 0.258985, total_loss = 0.928006 \n",
" total_bbox = 32335, rewritten_bbox = 0.281429 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344222, GIOU: 0.310823), Class: 0.482795, Obj: 0.018072, No Obj: 0.002714, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.445711, iou_loss = 0.028533, total_loss = 1.474244 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000750, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002397, iou_loss = 0.000000, total_loss = 0.002397 \n",
" total_bbox = 32339, rewritten_bbox = 0.281394 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381021, GIOU: 0.311945), Class: 0.526719, Obj: 0.026718, No Obj: 0.002012, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.308002, iou_loss = 0.086265, total_loss = 1.394268 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002925, iou_loss = 0.000000, total_loss = 0.002925 \n",
" total_bbox = 32343, rewritten_bbox = 0.281359 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300483, GIOU: 0.268394), Class: 0.523875, Obj: 0.035970, No Obj: 0.002607, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.350524, iou_loss = 0.060399, total_loss = 1.410923 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000728, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001881, iou_loss = 0.000000, total_loss = 0.001881 \n",
" total_bbox = 32347, rewritten_bbox = 0.281324 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365730, GIOU: 0.260185), Class: 0.394312, Obj: 0.024025, No Obj: 0.002819, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.157816, iou_loss = 0.044560, total_loss = 2.202375 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000710, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001812, iou_loss = 0.000000, total_loss = 0.001812 \n",
" total_bbox = 32352, rewritten_bbox = 0.281281 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.246088, GIOU: 0.165359), Class: 0.433705, Obj: 0.009072, No Obj: 0.002964, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.035219, iou_loss = 0.015935, total_loss = 2.051154 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000784, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002413, iou_loss = 0.000000, total_loss = 0.002413 \n",
" total_bbox = 32357, rewritten_bbox = 0.281237 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372852, GIOU: 0.360772), Class: 0.482833, Obj: 0.012445, No Obj: 0.002854, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.752004, iou_loss = 0.011646, total_loss = 1.763649 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000688, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002016, iou_loss = 0.000000, total_loss = 0.002016 \n",
" total_bbox = 32362, rewritten_bbox = 0.281194 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435777, GIOU: 0.305581), Class: 0.459580, Obj: 0.022488, No Obj: 0.001815, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.766838, iou_loss = 0.048280, total_loss = 0.815118 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.414583, GIOU: 0.406583), Class: 0.478716, Obj: 0.010029, No Obj: 0.000727, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.090218, iou_loss = 1.395584, total_loss = 2.485803 \n",
" total_bbox = 32367, rewritten_bbox = 0.281151 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359831, GIOU: 0.182780), Class: 0.545405, Obj: 0.045497, No Obj: 0.002788, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.125074, iou_loss = 0.013395, total_loss = 1.138469 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000749, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002986, iou_loss = 0.000000, total_loss = 0.002986 \n",
" total_bbox = 32370, rewritten_bbox = 0.281125 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.560155, GIOU: 0.532716), Class: 0.406813, Obj: 0.022584, No Obj: 0.002572, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.566849, iou_loss = 0.022711, total_loss = 1.589560 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.175485, GIOU: 0.175485), Class: 0.638978, Obj: 0.001073, No Obj: 0.000736, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.397196, iou_loss = 0.026848, total_loss = 0.424044 \n",
" total_bbox = 32375, rewritten_bbox = 0.281081 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.589397, GIOU: 0.520949), Class: 0.519990, Obj: 0.027535, No Obj: 0.002759, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.465109, iou_loss = 0.118243, total_loss = 1.583352 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.293871, GIOU: 0.061786), Class: 0.468831, Obj: 0.006025, No Obj: 0.000737, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.339713, iou_loss = 0.293324, total_loss = 0.633036 \n",
" total_bbox = 32380, rewritten_bbox = 0.281038 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403904, GIOU: 0.334559), Class: 0.361534, Obj: 0.024719, No Obj: 0.002605, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.664802, iou_loss = 0.032840, total_loss = 1.697642 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000721, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001926, iou_loss = 0.000000, total_loss = 0.001926 \n",
" total_bbox = 32384, rewritten_bbox = 0.281003 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357336, GIOU: 0.191480), Class: 0.426198, Obj: 0.023527, No Obj: 0.002468, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.829792, iou_loss = 0.073459, total_loss = 1.903252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.246354, GIOU: 0.246355), Class: 0.525572, Obj: 0.003439, No Obj: 0.000794, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.362182, iou_loss = 0.053137, total_loss = 0.415319 \n",
" total_bbox = 32390, rewritten_bbox = 0.280951 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302619, GIOU: 0.254740), Class: 0.363037, Obj: 0.086501, No Obj: 0.002956, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.934331, iou_loss = 0.017950, total_loss = 1.952281 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.293188, GIOU: 0.293188), Class: 0.463493, Obj: 0.012159, No Obj: 0.000684, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.393192, iou_loss = 0.074847, total_loss = 0.468039 \n",
" total_bbox = 32396, rewritten_bbox = 0.280899 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 405: 0.860881, 0.928056 avg loss, 0.000070 rate, 0.734388 seconds, 25920 images, 0.723524 hours left\n",
"Loaded: 0.000035 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254202, GIOU: 0.186865), Class: 0.532458, Obj: 0.052427, No Obj: 0.002877, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.687358, iou_loss = 0.008981, total_loss = 0.696339 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.230714, GIOU: 0.108556), Class: 0.488725, Obj: 0.004514, No Obj: 0.000752, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.397644, iou_loss = 0.031361, total_loss = 0.429005 \n",
" total_bbox = 32399, rewritten_bbox = 0.280873 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319863, GIOU: 0.188052), Class: 0.566943, Obj: 0.029296, No Obj: 0.003157, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.114733, iou_loss = 0.052419, total_loss = 2.167151 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000931, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.008245, iou_loss = 0.000000, total_loss = 0.008245 \n",
" total_bbox = 32405, rewritten_bbox = 0.280821 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367388, GIOU: 0.318800), Class: 0.509809, Obj: 0.027532, No Obj: 0.002934, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.746124, iou_loss = 0.013313, total_loss = 1.759437 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.504305, GIOU: 0.504305), Class: 0.604848, Obj: 0.001533, No Obj: 0.000769, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.311598, iou_loss = 0.221212, total_loss = 0.532810 \n",
" total_bbox = 32411, rewritten_bbox = 0.280769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402799, GIOU: 0.304035), Class: 0.560084, Obj: 0.048726, No Obj: 0.002979, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.739113, iou_loss = 0.077132, total_loss = 1.816244 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.456133, GIOU: 0.456134), Class: 0.327876, Obj: 0.002241, No Obj: 0.000754, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.436073, iou_loss = 0.180993, total_loss = 0.617066 \n",
" total_bbox = 32417, rewritten_bbox = 0.280717 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.452106, GIOU: 0.415116), Class: 0.537959, Obj: 0.008215, No Obj: 0.002583, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.586341, iou_loss = 0.240104, total_loss = 2.826445 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000729, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002081, iou_loss = 0.000000, total_loss = 0.002081 \n",
" total_bbox = 32424, rewritten_bbox = 0.280656 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.314278, GIOU: 0.240537), Class: 0.582330, Obj: 0.072771, No Obj: 0.002921, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.247052, iou_loss = 0.028568, total_loss = 1.275620 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.278060, GIOU: 0.155927), Class: 0.525710, Obj: 0.006101, No Obj: 0.000781, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.519496, iou_loss = 2.931761, total_loss = 4.451256 \n",
" total_bbox = 32432, rewritten_bbox = 0.280587 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360873, GIOU: 0.302776), Class: 0.572139, Obj: 0.021407, No Obj: 0.002031, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.303894, iou_loss = 0.135444, total_loss = 1.439338 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.327842, GIOU: 0.234821), Class: 0.587934, Obj: 0.004140, No Obj: 0.000830, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.796034, iou_loss = 0.201124, total_loss = 0.997157 \n",
" total_bbox = 32438, rewritten_bbox = 0.280535 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.612187, GIOU: 0.582248), Class: 0.470796, Obj: 0.045582, No Obj: 0.002557, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.109516, iou_loss = 0.126645, total_loss = 1.236161 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.357215, GIOU: 0.186009), Class: 0.709149, Obj: 0.002183, No Obj: 0.000759, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.367750, iou_loss = 0.043597, total_loss = 0.411347 \n",
" total_bbox = 32442, rewritten_bbox = 0.280501 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.246036, GIOU: -0.081877), Class: 0.509304, Obj: 0.027585, No Obj: 0.002465, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.592731, iou_loss = 0.013057, total_loss = 1.605788 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.281039, GIOU: 0.089562), Class: 0.463587, Obj: 0.005458, No Obj: 0.000762, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.719024, iou_loss = 0.205602, total_loss = 0.924626 \n",
" total_bbox = 32448, rewritten_bbox = 0.280449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382595, GIOU: 0.211420), Class: 0.420609, Obj: 0.010492, No Obj: 0.002658, .5R: 0.142857, .75R: 0.142857, count: 7, class_loss = 2.866987, iou_loss = 0.024904, total_loss = 2.891892 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.075298, GIOU: -0.651786), Class: 0.560370, Obj: 0.000264, No Obj: 0.000713, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.420986, iou_loss = 0.005330, total_loss = 0.426315 \n",
" total_bbox = 32456, rewritten_bbox = 0.280380 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346283, GIOU: 0.336370), Class: 0.445857, Obj: 0.006007, No Obj: 0.002651, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.570583, iou_loss = 0.017596, total_loss = 1.588179 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000678, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001698, iou_loss = 0.000000, total_loss = 0.001698 \n",
" total_bbox = 32460, rewritten_bbox = 0.280345 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.534106, GIOU: 0.482279), Class: 0.489647, Obj: 0.042346, No Obj: 0.003098, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.117340, iou_loss = 0.014285, total_loss = 1.131625 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.411766, GIOU: 0.400710), Class: 0.470919, Obj: 0.004921, No Obj: 0.000725, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384190, iou_loss = 0.631906, total_loss = 1.016096 \n",
" total_bbox = 32464, rewritten_bbox = 0.280311 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472817, GIOU: 0.347415), Class: 0.414808, Obj: 0.099612, No Obj: 0.002947, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.750447, iou_loss = 0.029819, total_loss = 0.780265 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.384688, GIOU: 0.315692), Class: 0.555087, Obj: 0.013685, No Obj: 0.000845, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.075306, iou_loss = 0.383790, total_loss = 1.459096 \n",
" total_bbox = 32469, rewritten_bbox = 0.280267 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419868, GIOU: 0.388357), Class: 0.463184, Obj: 0.036352, No Obj: 0.002947, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.553379, iou_loss = 0.195430, total_loss = 2.748808 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.178043, GIOU: -0.308486), Class: 0.418652, Obj: 0.000171, No Obj: 0.000769, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.402747, iou_loss = 0.009482, total_loss = 0.412229 \n",
" total_bbox = 32477, rewritten_bbox = 0.280198 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.467838, GIOU: 0.430196), Class: 0.551408, Obj: 0.021429, No Obj: 0.002261, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.036244, iou_loss = 0.038033, total_loss = 1.074277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.045140, GIOU: -0.654432), Class: 0.589502, Obj: 0.001072, No Obj: 0.000692, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356418, iou_loss = 0.002777, total_loss = 0.359195 \n",
" total_bbox = 32481, rewritten_bbox = 0.280164 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.234679, GIOU: 0.202163), Class: 0.546634, Obj: 0.025929, No Obj: 0.002594, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.499519, iou_loss = 0.009486, total_loss = 1.509005 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000710, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001811, iou_loss = 0.000000, total_loss = 0.001811 \n",
" total_bbox = 32485, rewritten_bbox = 0.280129 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 406: 1.032575, 0.938508 avg loss, 0.000071 rate, 0.705653 seconds, 25984 images, 0.723623 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410730, GIOU: 0.409542), Class: 0.574725, Obj: 0.010199, No Obj: 0.002746, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.018685, iou_loss = 0.088911, total_loss = 1.107595 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.470911, GIOU: 0.362968), Class: 0.513584, Obj: 0.006572, No Obj: 0.000739, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.069109, iou_loss = 0.602399, total_loss = 1.671508 \n",
" total_bbox = 32491, rewritten_bbox = 0.280078 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420321, GIOU: 0.341767), Class: 0.573725, Obj: 0.112658, No Obj: 0.003026, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.905648, iou_loss = 0.015473, total_loss = 0.921120 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.612822, GIOU: 0.555608), Class: 0.451309, Obj: 0.035489, No Obj: 0.000786, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.434563, iou_loss = 0.216962, total_loss = 0.651525 \n",
" total_bbox = 32495, rewritten_bbox = 0.280043 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.281890, GIOU: 0.233715), Class: 0.498743, Obj: 0.030620, No Obj: 0.002263, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.470281, iou_loss = 0.017163, total_loss = 1.487445 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002420, iou_loss = 0.000000, total_loss = 0.002420 \n",
" total_bbox = 32499, rewritten_bbox = 0.280009 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.466301, GIOU: 0.452342), Class: 0.368522, Obj: 0.081596, No Obj: 0.003225, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.499333, iou_loss = 0.028389, total_loss = 1.527722 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000724, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002527, iou_loss = 0.000000, total_loss = 0.002527 \n",
" total_bbox = 32503, rewritten_bbox = 0.279974 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436314, GIOU: 0.335220), Class: 0.587292, Obj: 0.016537, No Obj: 0.002173, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.973358, iou_loss = 0.015399, total_loss = 0.988757 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000676, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001634, iou_loss = 0.000000, total_loss = 0.001634 \n",
" total_bbox = 32506, rewritten_bbox = 0.279948 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.297885, GIOU: 0.264333), Class: 0.548351, Obj: 0.035212, No Obj: 0.002693, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.037305, iou_loss = 0.052802, total_loss = 1.090108 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.423933, GIOU: 0.420477), Class: 0.461547, Obj: 0.001037, No Obj: 0.000702, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384201, iou_loss = 0.425881, total_loss = 0.810082 \n",
" total_bbox = 32510, rewritten_bbox = 0.279914 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360881, GIOU: 0.242761), Class: 0.631836, Obj: 0.020676, No Obj: 0.002561, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 1.809394, iou_loss = 0.039121, total_loss = 1.848515 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000726, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002460, iou_loss = 0.000000, total_loss = 0.002460 \n",
" total_bbox = 32516, rewritten_bbox = 0.279862 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.297528, GIOU: 0.224393), Class: 0.518284, Obj: 0.027164, No Obj: 0.002865, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.516473, iou_loss = 0.046769, total_loss = 1.563242 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.261182, GIOU: 0.261182), Class: 0.651870, Obj: 0.006028, No Obj: 0.000683, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.367748, iou_loss = 0.060345, total_loss = 0.428093 \n",
" total_bbox = 32521, rewritten_bbox = 0.279819 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355681, GIOU: 0.341755), Class: 0.487846, Obj: 0.127749, No Obj: 0.003105, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.028383, iou_loss = 0.023591, total_loss = 1.051973 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.482173, GIOU: 0.417430), Class: 0.574996, Obj: 0.035712, No Obj: 0.000743, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.322269, iou_loss = 0.203469, total_loss = 0.525738 \n",
" total_bbox = 32525, rewritten_bbox = 0.279785 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.191727, GIOU: 0.121765), Class: 0.537848, Obj: 0.037849, No Obj: 0.002865, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.498655, iou_loss = 0.016069, total_loss = 1.514724 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.127495, GIOU: -0.435147), Class: 0.464268, Obj: 0.000933, No Obj: 0.000725, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.385671, iou_loss = 0.003922, total_loss = 0.389592 \n",
" total_bbox = 32530, rewritten_bbox = 0.279742 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231458, GIOU: 0.182153), Class: 0.522279, Obj: 0.012466, No Obj: 0.002654, .5R: 0.000000, .75R: 0.000000, count: 8, class_loss = 3.005200, iou_loss = 0.011497, total_loss = 3.016697 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.547115, GIOU: 0.490691), Class: 0.675469, Obj: 0.001750, No Obj: 0.000680, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.308284, iou_loss = 0.331604, total_loss = 0.639888 \n",
" total_bbox = 32539, rewritten_bbox = 0.279664 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.412169, GIOU: 0.363802), Class: 0.535708, Obj: 0.050691, No Obj: 0.002053, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.928215, iou_loss = 0.069014, total_loss = 0.997229 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.199576, GIOU: 0.087975), Class: 0.447270, Obj: 0.000321, No Obj: 0.000717, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.756448, iou_loss = 0.072568, total_loss = 0.829016 \n",
" total_bbox = 32544, rewritten_bbox = 0.279621 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418072, GIOU: 0.320999), Class: 0.538833, Obj: 0.013247, No Obj: 0.002747, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.262992, iou_loss = 0.130040, total_loss = 2.393033 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.230054, GIOU: 0.230054), Class: 0.650079, Obj: 0.015823, No Obj: 0.000684, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.351998, iou_loss = 0.046673, total_loss = 0.398671 \n",
" total_bbox = 32551, rewritten_bbox = 0.279561 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455609, GIOU: 0.419627), Class: 0.589040, Obj: 0.044495, No Obj: 0.003061, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.055724, iou_loss = 0.052062, total_loss = 1.107786 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000743, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003403, iou_loss = 0.000000, total_loss = 0.003403 \n",
" total_bbox = 32554, rewritten_bbox = 0.279536 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.314738, GIOU: 0.163541), Class: 0.477718, Obj: 0.013667, No Obj: 0.002394, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.250874, iou_loss = 0.056904, total_loss = 2.307778 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.430535, GIOU: 0.360411), Class: 0.517871, Obj: 0.012002, No Obj: 0.000705, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.750451, iou_loss = 1.001037, total_loss = 1.751488 \n",
" total_bbox = 32562, rewritten_bbox = 0.279467 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.440449, GIOU: 0.386382), Class: 0.522174, Obj: 0.028687, No Obj: 0.002625, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.842124, iou_loss = 0.180196, total_loss = 2.022320 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000743, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002774, iou_loss = 0.000000, total_loss = 0.002774 \n",
" total_bbox = 32567, rewritten_bbox = 0.279424 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 407: 0.923000, 0.936957 avg loss, 0.000072 rate, 0.709183 seconds, 26048 images, 0.723432 hours left\n",
"Loaded: 0.000050 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.512280, GIOU: 0.505065), Class: 0.605462, Obj: 0.019089, No Obj: 0.002095, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.100965, iou_loss = 0.078151, total_loss = 1.179117 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000730, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002171, iou_loss = 0.000000, total_loss = 0.002171 \n",
" total_bbox = 32570, rewritten_bbox = 0.279398 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320624, GIOU: 0.184019), Class: 0.640613, Obj: 0.023785, No Obj: 0.002455, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.761862, iou_loss = 0.035735, total_loss = 1.797596 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.450599, GIOU: 0.371229), Class: 0.299065, Obj: 0.002621, No Obj: 0.000750, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.457041, iou_loss = 0.130461, total_loss = 0.587503 \n",
" total_bbox = 32576, rewritten_bbox = 0.279347 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.600445, GIOU: 0.533375), Class: 0.513998, Obj: 0.024826, No Obj: 0.002284, .5R: 0.800000, .75R: 0.200000, count: 5, class_loss = 1.933517, iou_loss = 0.082013, total_loss = 2.015531 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000690, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001983, iou_loss = 0.000000, total_loss = 0.001983 \n",
" total_bbox = 32581, rewritten_bbox = 0.279304 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.294440, GIOU: 0.281732), Class: 0.550366, Obj: 0.018203, No Obj: 0.002198, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.481942, iou_loss = 0.010512, total_loss = 1.492454 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000704, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003198, iou_loss = 0.000000, total_loss = 0.003198 \n",
" total_bbox = 32585, rewritten_bbox = 0.279270 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.476252, GIOU: 0.401194), Class: 0.436997, Obj: 0.015805, No Obj: 0.002628, .5R: 0.666667, .75R: 0.000000, count: 6, class_loss = 2.234413, iou_loss = 0.162593, total_loss = 2.397005 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.356304, GIOU: 0.282812), Class: 0.514531, Obj: 0.003338, No Obj: 0.000749, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.128958, iou_loss = 0.312148, total_loss = 1.441107 \n",
" total_bbox = 32594, rewritten_bbox = 0.279192 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.327472, GIOU: 0.324679), Class: 0.541059, Obj: 0.050079, No Obj: 0.002637, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.359275, iou_loss = 0.029165, total_loss = 1.388440 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000684, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001791, iou_loss = 0.000000, total_loss = 0.001791 \n",
" total_bbox = 32598, rewritten_bbox = 0.279158 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398964, GIOU: 0.362876), Class: 0.655974, Obj: 0.012131, No Obj: 0.002227, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.066225, iou_loss = 0.029191, total_loss = 1.095416 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.289451, GIOU: 0.186951), Class: 0.589829, Obj: 0.002197, No Obj: 0.000683, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.384602, iou_loss = 0.697730, total_loss = 2.082332 \n",
" total_bbox = 32605, rewritten_bbox = 0.279098 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344237, GIOU: 0.296597), Class: 0.318520, Obj: 0.028344, No Obj: 0.002836, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.747728, iou_loss = 0.008244, total_loss = 1.755972 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002708, iou_loss = 0.000000, total_loss = 0.002708 \n",
" total_bbox = 32609, rewritten_bbox = 0.279064 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.331378, GIOU: 0.269874), Class: 0.672262, Obj: 0.044262, No Obj: 0.002748, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.034922, iou_loss = 0.012277, total_loss = 1.047200 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.291989, GIOU: 0.139190), Class: 0.549929, Obj: 0.000468, No Obj: 0.000706, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.721685, iou_loss = 0.208828, total_loss = 0.930513 \n",
" total_bbox = 32614, rewritten_bbox = 0.279021 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.461220, GIOU: 0.454741), Class: 0.539258, Obj: 0.011206, No Obj: 0.002396, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.462212, iou_loss = 0.176890, total_loss = 1.639102 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000680, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002031, iou_loss = 0.000000, total_loss = 0.002031 \n",
" total_bbox = 32618, rewritten_bbox = 0.278987 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.406684, GIOU: 0.376295), Class: 0.498086, Obj: 0.005479, No Obj: 0.002292, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.400267, iou_loss = 0.029108, total_loss = 1.429376 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000721, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002073, iou_loss = 0.000000, total_loss = 0.002073 \n",
" total_bbox = 32622, rewritten_bbox = 0.278953 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.529702, GIOU: 0.526305), Class: 0.667927, Obj: 0.037047, No Obj: 0.002652, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.315227, iou_loss = 0.126458, total_loss = 1.441685 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.427034, GIOU: 0.325229), Class: 0.501088, Obj: 0.004670, No Obj: 0.000755, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.724886, iou_loss = 0.724428, total_loss = 1.449314 \n",
" total_bbox = 32628, rewritten_bbox = 0.278902 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.259694, GIOU: 0.108344), Class: 0.439398, Obj: 0.025541, No Obj: 0.002727, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.058487, iou_loss = 0.008281, total_loss = 1.066768 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.261537, GIOU: 0.174109), Class: 0.498622, Obj: 0.014535, No Obj: 0.000673, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.385886, iou_loss = 0.048655, total_loss = 0.434540 \n",
" total_bbox = 32632, rewritten_bbox = 0.278867 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415414, GIOU: 0.282110), Class: 0.587053, Obj: 0.067321, No Obj: 0.002904, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.254132, iou_loss = 0.029491, total_loss = 1.283622 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.529285, GIOU: 0.484634), Class: 0.427195, Obj: 0.014294, No Obj: 0.000767, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.470695, iou_loss = 0.516889, total_loss = 0.987584 \n",
" total_bbox = 32637, rewritten_bbox = 0.278825 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418905, GIOU: 0.331690), Class: 0.521978, Obj: 0.051360, No Obj: 0.002426, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.258210, iou_loss = 0.290453, total_loss = 2.548663 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.267656, GIOU: -0.066048), Class: 0.403502, Obj: 0.012664, No Obj: 0.000758, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.387290, iou_loss = 0.025495, total_loss = 0.412786 \n",
" total_bbox = 32645, rewritten_bbox = 0.278756 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.439150, GIOU: 0.409285), Class: 0.530605, Obj: 0.096885, No Obj: 0.003221, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.326094, iou_loss = 0.023557, total_loss = 1.349651 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002193, iou_loss = 0.000000, total_loss = 0.002193 \n",
" total_bbox = 32649, rewritten_bbox = 0.278722 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 408: 0.929062, 0.936168 avg loss, 0.000072 rate, 0.727278 seconds, 26112 images, 0.723276 hours left\n",
"Loaded: 0.000084 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410097, GIOU: 0.368506), Class: 0.574671, Obj: 0.015866, No Obj: 0.002566, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.048898, iou_loss = 0.101584, total_loss = 1.150482 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.276708, GIOU: 0.172674), Class: 0.406124, Obj: 0.000695, No Obj: 0.000697, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.199643, iou_loss = 0.901517, total_loss = 2.101160 \n",
" total_bbox = 32655, rewritten_bbox = 0.278671 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.373564, GIOU: 0.306999), Class: 0.537048, Obj: 0.077788, No Obj: 0.002886, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.943770, iou_loss = 0.171882, total_loss = 1.115652 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.517301, GIOU: 0.421608), Class: 0.355073, Obj: 0.019179, No Obj: 0.000701, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.407457, iou_loss = 0.143930, total_loss = 0.551386 \n",
" total_bbox = 32659, rewritten_bbox = 0.278637 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325073, GIOU: 0.324260), Class: 0.483584, Obj: 0.011429, No Obj: 0.002485, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.883020, iou_loss = 0.023310, total_loss = 1.906330 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000680, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001965, iou_loss = 0.000000, total_loss = 0.001965 \n",
" total_bbox = 32664, rewritten_bbox = 0.278594 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500236, GIOU: 0.441068), Class: 0.592869, Obj: 0.057767, No Obj: 0.002328, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.290397, iou_loss = 0.069505, total_loss = 1.359901 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.377774, GIOU: 0.204182), Class: 0.519531, Obj: 0.006279, No Obj: 0.000749, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.086048, iou_loss = 0.769409, total_loss = 1.855458 \n",
" total_bbox = 32671, rewritten_bbox = 0.278534 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.414336, GIOU: 0.330638), Class: 0.450935, Obj: 0.037245, No Obj: 0.002510, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.714406, iou_loss = 0.189152, total_loss = 2.903558 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.402664, GIOU: 0.383352), Class: 0.580630, Obj: 0.026422, No Obj: 0.000817, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.074344, iou_loss = 0.420769, total_loss = 1.495113 \n",
" total_bbox = 32681, rewritten_bbox = 0.278449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283831, GIOU: 0.283831), Class: 0.454060, Obj: 0.083490, No Obj: 0.002495, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.431988, iou_loss = 0.034487, total_loss = 1.466476 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002825, iou_loss = 0.000000, total_loss = 0.002825 \n",
" total_bbox = 32685, rewritten_bbox = 0.278415 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.210495, GIOU: 0.114479), Class: 0.580208, Obj: 0.099320, No Obj: 0.002996, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.684576, iou_loss = 0.001162, total_loss = 0.685737 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.531487, GIOU: 0.531487), Class: 0.516695, Obj: 0.014258, No Obj: 0.000794, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.341426, iou_loss = 0.245918, total_loss = 0.587344 \n",
" total_bbox = 32688, rewritten_bbox = 0.278390 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308720, GIOU: 0.213135), Class: 0.506494, Obj: 0.034742, No Obj: 0.002500, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.780697, iou_loss = 0.030946, total_loss = 1.811643 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000657, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001571, iou_loss = 0.000000, total_loss = 0.001571 \n",
" total_bbox = 32693, rewritten_bbox = 0.278347 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.550492, GIOU: 0.522691), Class: 0.626988, Obj: 0.026417, No Obj: 0.003378, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.754433, iou_loss = 0.171300, total_loss = 1.925734 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.474272, GIOU: 0.470637), Class: 0.654430, Obj: 0.016939, No Obj: 0.000771, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.648436, iou_loss = 0.441348, total_loss = 1.089785 \n",
" total_bbox = 32700, rewritten_bbox = 0.278287 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.575999, GIOU: 0.568785), Class: 0.527574, Obj: 0.038392, No Obj: 0.002861, .5R: 0.500000, .75R: 0.500000, count: 4, class_loss = 1.405120, iou_loss = 0.018825, total_loss = 1.423945 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000720, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002400, iou_loss = 0.000000, total_loss = 0.002400 \n",
" total_bbox = 32704, rewritten_bbox = 0.278253 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392498, GIOU: 0.284415), Class: 0.416883, Obj: 0.096414, No Obj: 0.002763, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.385538, iou_loss = 0.069766, total_loss = 1.455304 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.622170, GIOU: 0.575360), Class: 0.481221, Obj: 0.006044, No Obj: 0.000694, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.410738, iou_loss = 0.245555, total_loss = 0.656293 \n",
" total_bbox = 32709, rewritten_bbox = 0.278211 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.465160, GIOU: 0.438511), Class: 0.562602, Obj: 0.018298, No Obj: 0.002797, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.621878, iou_loss = 0.021917, total_loss = 1.643795 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.562597, GIOU: 0.548184), Class: 0.545362, Obj: 0.010665, No Obj: 0.000749, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.344238, iou_loss = 0.526772, total_loss = 0.871010 \n",
" total_bbox = 32714, rewritten_bbox = 0.278168 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415290, GIOU: 0.341058), Class: 0.565728, Obj: 0.047261, No Obj: 0.002395, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.328264, iou_loss = 0.053593, total_loss = 1.381857 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000701, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003274, iou_loss = 0.000000, total_loss = 0.003274 \n",
" total_bbox = 32718, rewritten_bbox = 0.278134 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.276947, GIOU: 0.022498), Class: 0.646078, Obj: 0.188403, No Obj: 0.002451, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.783786, iou_loss = 0.023837, total_loss = 0.807622 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.188773, GIOU: 0.182111), Class: 0.478802, Obj: 0.002637, No Obj: 0.000741, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.718764, iou_loss = 0.253153, total_loss = 0.971917 \n",
" total_bbox = 32723, rewritten_bbox = 0.278092 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349735, GIOU: 0.099650), Class: 0.542013, Obj: 0.030072, No Obj: 0.002602, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.411866, iou_loss = 0.012298, total_loss = 1.424163 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000687, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002466, iou_loss = 0.000000, total_loss = 0.002466 \n",
" total_bbox = 32727, rewritten_bbox = 0.278058 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.445713, GIOU: 0.439969), Class: 0.495971, Obj: 0.034896, No Obj: 0.002766, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.472453, iou_loss = 0.015600, total_loss = 1.488053 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000702, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001907, iou_loss = 0.000000, total_loss = 0.001907 \n",
" total_bbox = 32731, rewritten_bbox = 0.278024 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 409: 0.920209, 0.934572 avg loss, 0.000073 rate, 0.718825 seconds, 26176 images, 0.723301 hours left\n",
"Loaded: 0.000064 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307340, GIOU: 0.298022), Class: 0.308500, Obj: 0.041209, No Obj: 0.002669, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.251281, iou_loss = 0.079914, total_loss = 1.331195 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000693, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001739, iou_loss = 0.000000, total_loss = 0.001739 \n",
" total_bbox = 32734, rewritten_bbox = 0.277998 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275788, GIOU: 0.185077), Class: 0.523209, Obj: 0.031527, No Obj: 0.002111, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.053827, iou_loss = 0.016762, total_loss = 1.070588 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000674, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001629, iou_loss = 0.000000, total_loss = 0.001629 \n",
" total_bbox = 32737, rewritten_bbox = 0.277973 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442958, GIOU: 0.374120), Class: 0.417069, Obj: 0.019287, No Obj: 0.002533, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.886795, iou_loss = 0.077605, total_loss = 1.964400 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000769, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001893, iou_loss = 0.000000, total_loss = 0.001893 \n",
" total_bbox = 32742, rewritten_bbox = 0.277930 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376547, GIOU: 0.296543), Class: 0.474210, Obj: 0.022040, No Obj: 0.002307, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.651528, iou_loss = 0.029192, total_loss = 1.680720 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000697, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002826, iou_loss = 0.000000, total_loss = 0.002826 \n",
" total_bbox = 32746, rewritten_bbox = 0.277897 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438016, GIOU: 0.398096), Class: 0.439469, Obj: 0.012479, No Obj: 0.002864, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.423445, iou_loss = 0.011504, total_loss = 1.434949 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.337286, GIOU: 0.192744), Class: 0.562391, Obj: 0.006709, No Obj: 0.000758, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.688258, iou_loss = 0.133645, total_loss = 0.821903 \n",
" total_bbox = 32752, rewritten_bbox = 0.277846 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.626117, GIOU: 0.603518), Class: 0.585590, Obj: 0.084257, No Obj: 0.002558, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.674702, iou_loss = 0.041838, total_loss = 0.716540 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.329879, GIOU: 0.276893), Class: 0.396740, Obj: 0.001235, No Obj: 0.000729, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.270867, iou_loss = 1.501038, total_loss = 2.771904 \n",
" total_bbox = 32757, rewritten_bbox = 0.277803 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395552, GIOU: 0.338568), Class: 0.487316, Obj: 0.064869, No Obj: 0.003056, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.445284, iou_loss = 0.020748, total_loss = 1.466032 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000712, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003041, iou_loss = 0.000000, total_loss = 0.003041 \n",
" total_bbox = 32761, rewritten_bbox = 0.277769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346698, GIOU: 0.338975), Class: 0.591479, Obj: 0.115626, No Obj: 0.002932, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.121456, iou_loss = 0.069510, total_loss = 1.190966 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000713, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002527, iou_loss = 0.000000, total_loss = 0.002527 \n",
" total_bbox = 32765, rewritten_bbox = 0.277735 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.483227, GIOU: 0.467443), Class: 0.575001, Obj: 0.023944, No Obj: 0.002330, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.356862, iou_loss = 0.064169, total_loss = 1.421031 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000735, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002187, iou_loss = 0.000000, total_loss = 0.002187 \n",
" total_bbox = 32769, rewritten_bbox = 0.277701 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427479, GIOU: 0.392425), Class: 0.610489, Obj: 0.041709, No Obj: 0.003191, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.357288, iou_loss = 0.018315, total_loss = 1.375604 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000682, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001705, iou_loss = 0.000000, total_loss = 0.001705 \n",
" total_bbox = 32773, rewritten_bbox = 0.277668 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369704, GIOU: 0.369704), Class: 0.536248, Obj: 0.058481, No Obj: 0.002662, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.338887, iou_loss = 0.038242, total_loss = 1.377129 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000695, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002492, iou_loss = 0.000000, total_loss = 0.002492 \n",
" total_bbox = 32777, rewritten_bbox = 0.277634 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.689934, GIOU: 0.689248), Class: 0.560082, Obj: 0.016497, No Obj: 0.002988, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.064386, iou_loss = 0.028711, total_loss = 1.093097 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000701, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001949, iou_loss = 0.000000, total_loss = 0.001949 \n",
" total_bbox = 32780, rewritten_bbox = 0.277608 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.576638, GIOU: 0.513549), Class: 0.545874, Obj: 0.046932, No Obj: 0.002414, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.329083, iou_loss = 0.064395, total_loss = 1.393478 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000646, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001442, iou_loss = 0.000000, total_loss = 0.001442 \n",
" total_bbox = 32784, rewritten_bbox = 0.277574 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.555022, GIOU: 0.484123), Class: 0.551363, Obj: 0.020230, No Obj: 0.002974, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.745673, iou_loss = 0.016902, total_loss = 0.762575 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.382064, GIOU: 0.300938), Class: 0.566842, Obj: 0.002930, No Obj: 0.000674, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.561671, iou_loss = 1.928039, total_loss = 3.489711 \n",
" total_bbox = 32790, rewritten_bbox = 0.277524 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477254, GIOU: 0.448644), Class: 0.541545, Obj: 0.038340, No Obj: 0.002548, .5R: 0.500000, .75R: 0.166667, count: 6, class_loss = 2.121169, iou_loss = 0.096308, total_loss = 2.217476 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.252052, GIOU: -0.101165), Class: 0.596302, Obj: 0.020908, No Obj: 0.000689, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.329608, iou_loss = 0.020615, total_loss = 0.350223 \n",
" total_bbox = 32797, rewritten_bbox = 0.277464 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.631776, GIOU: 0.623660), Class: 0.416088, Obj: 0.067216, No Obj: 0.002800, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.773139, iou_loss = 0.019677, total_loss = 0.792816 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.611923, GIOU: 0.569381), Class: 0.678985, Obj: 0.035562, No Obj: 0.000717, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.308592, iou_loss = 0.237945, total_loss = 0.546538 \n",
" total_bbox = 32800, rewritten_bbox = 0.277439 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 410: 0.780669, 0.919182 avg loss, 0.000074 rate, 0.716257 seconds, 26240 images, 0.723239 hours left\n",
"Loaded: 0.000047 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.207062, GIOU: 0.183271), Class: 0.499962, Obj: 0.017843, No Obj: 0.002247, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.555384, iou_loss = 0.012030, total_loss = 1.567413 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000660, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001678, iou_loss = 0.000000, total_loss = 0.001678 \n",
" total_bbox = 32804, rewritten_bbox = 0.277405 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.401178, GIOU: 0.375329), Class: 0.455973, Obj: 0.054542, No Obj: 0.002809, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.426947, iou_loss = 0.026945, total_loss = 1.453891 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000679, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001800, iou_loss = 0.000000, total_loss = 0.001800 \n",
" total_bbox = 32808, rewritten_bbox = 0.277371 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271427, GIOU: 0.270873), Class: 0.505113, Obj: 0.012261, No Obj: 0.002090, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.636214, iou_loss = 0.039567, total_loss = 1.675781 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000694, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002245, iou_loss = 0.000000, total_loss = 0.002245 \n",
" total_bbox = 32813, rewritten_bbox = 0.277329 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.470104, GIOU: 0.410134), Class: 0.572907, Obj: 0.035558, No Obj: 0.002653, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.748453, iou_loss = 0.162002, total_loss = 1.910454 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.017334, GIOU: 0.017333), Class: 0.475861, Obj: 0.002105, No Obj: 0.000690, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.415499, iou_loss = 0.000740, total_loss = 0.416239 \n",
" total_bbox = 32819, rewritten_bbox = 0.277278 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464933, GIOU: 0.349754), Class: 0.481049, Obj: 0.068032, No Obj: 0.003488, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.756669, iou_loss = 0.008228, total_loss = 0.764897 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000780, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002783, iou_loss = 0.000000, total_loss = 0.002783 \n",
" total_bbox = 32821, rewritten_bbox = 0.277261 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.496559, GIOU: 0.477471), Class: 0.509828, Obj: 0.083421, No Obj: 0.002825, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.390068, iou_loss = 0.187623, total_loss = 1.577690 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.682374, GIOU: 0.648137), Class: 0.600516, Obj: 0.021353, No Obj: 0.000702, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.329966, iou_loss = 0.296790, total_loss = 0.626756 \n",
" total_bbox = 32826, rewritten_bbox = 0.277219 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.249632, GIOU: 0.234088), Class: 0.473780, Obj: 0.018380, No Obj: 0.003346, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.890821, iou_loss = 0.066879, total_loss = 1.957700 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.569879, GIOU: 0.513683), Class: 0.506145, Obj: 0.000937, No Obj: 0.000696, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.716588, iou_loss = 1.011211, total_loss = 1.727799 \n",
" total_bbox = 32833, rewritten_bbox = 0.277160 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390249, GIOU: 0.283677), Class: 0.542466, Obj: 0.063271, No Obj: 0.002924, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.687574, iou_loss = 0.075477, total_loss = 1.763051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000641, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001522, iou_loss = 0.000000, total_loss = 0.001522 \n",
" total_bbox = 32838, rewritten_bbox = 0.277118 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.462525, GIOU: 0.442760), Class: 0.248806, Obj: 0.023023, No Obj: 0.002930, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.687138, iou_loss = 0.054588, total_loss = 1.741726 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000677, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001863, iou_loss = 0.000000, total_loss = 0.001863 \n",
" total_bbox = 32842, rewritten_bbox = 0.277084 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360072, GIOU: 0.315099), Class: 0.474848, Obj: 0.029182, No Obj: 0.002600, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.899172, iou_loss = 0.102543, total_loss = 2.001715 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.368294, GIOU: 0.173482), Class: 0.447351, Obj: 0.006185, No Obj: 0.000698, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354998, iou_loss = 0.063870, total_loss = 0.418868 \n",
" total_bbox = 32848, rewritten_bbox = 0.277034 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292525, GIOU: 0.241475), Class: 0.495626, Obj: 0.030565, No Obj: 0.002679, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.852566, iou_loss = 0.100668, total_loss = 1.953234 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000643, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001421, iou_loss = 0.000000, total_loss = 0.001421 \n",
" total_bbox = 32853, rewritten_bbox = 0.276991 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.414900, GIOU: 0.302888), Class: 0.430741, Obj: 0.018656, No Obj: 0.002367, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.542460, iou_loss = 0.109434, total_loss = 1.651895 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.186759, GIOU: -0.262679), Class: 0.327587, Obj: 0.001701, No Obj: 0.000629, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.860507, iou_loss = 0.048908, total_loss = 0.909415 \n",
" total_bbox = 32859, rewritten_bbox = 0.276941 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.557215, GIOU: 0.425924), Class: 0.770959, Obj: 0.036358, No Obj: 0.002399, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.023681, iou_loss = 0.033742, total_loss = 1.057423 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.495793, GIOU: 0.474275), Class: 0.837493, Obj: 0.002252, No Obj: 0.000730, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.316364, iou_loss = 0.353690, total_loss = 0.670053 \n",
" total_bbox = 32863, rewritten_bbox = 0.276907 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.431797, GIOU: 0.392793), Class: 0.607951, Obj: 0.048460, No Obj: 0.003553, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.374316, iou_loss = 0.061759, total_loss = 1.436074 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.159399, GIOU: 0.159399), Class: 0.322519, Obj: 0.007000, No Obj: 0.000650, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.370423, iou_loss = 0.022003, total_loss = 0.392427 \n",
" total_bbox = 32868, rewritten_bbox = 0.276865 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.278991, GIOU: -0.026446), Class: 0.466709, Obj: 0.006382, No Obj: 0.002513, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.482771, iou_loss = 0.002772, total_loss = 0.485544 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000758, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002305, iou_loss = 0.000000, total_loss = 0.002305 \n",
" total_bbox = 32869, rewritten_bbox = 0.276857 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.451715, GIOU: 0.361088), Class: 0.635231, Obj: 0.027283, No Obj: 0.002621, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.374826, iou_loss = 0.087191, total_loss = 1.462018 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348010, GIOU: 0.110242), Class: 0.540374, Obj: 0.001524, No Obj: 0.000666, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.757559, iou_loss = 0.154850, total_loss = 0.912409 \n",
" total_bbox = 32875, rewritten_bbox = 0.276806 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 411: 0.866518, 0.913915 avg loss, 0.000074 rate, 0.706697 seconds, 26304 images, 0.723150 hours left\n",
"Loaded: 0.000043 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.306682, GIOU: 0.269472), Class: 0.448139, Obj: 0.016242, No Obj: 0.002810, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.732247, iou_loss = 0.024776, total_loss = 2.757023 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000643, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001523, iou_loss = 0.000000, total_loss = 0.001523 \n",
" total_bbox = 32882, rewritten_bbox = 0.276747 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.499070, GIOU: 0.454600), Class: 0.629578, Obj: 0.023936, No Obj: 0.002215, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.310724, iou_loss = 0.033134, total_loss = 1.343858 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.177094, GIOU: -0.015949), Class: 0.471286, Obj: 0.000818, No Obj: 0.000732, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.798661, iou_loss = 0.153557, total_loss = 0.952218 \n",
" total_bbox = 32888, rewritten_bbox = 0.276697 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.514113, GIOU: 0.474826), Class: 0.547358, Obj: 0.017263, No Obj: 0.002184, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.836471, iou_loss = 0.042611, total_loss = 1.879082 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000691, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001740, iou_loss = 0.000000, total_loss = 0.001740 \n",
" total_bbox = 32893, rewritten_bbox = 0.276655 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.383831, GIOU: 0.252948), Class: 0.475633, Obj: 0.016778, No Obj: 0.002924, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.613573, iou_loss = 0.011916, total_loss = 1.625489 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.443964, GIOU: 0.439107), Class: 0.553995, Obj: 0.001364, No Obj: 0.000709, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.775655, iou_loss = 0.938803, total_loss = 1.714458 \n",
" total_bbox = 32899, rewritten_bbox = 0.276604 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395504, GIOU: 0.317833), Class: 0.520784, Obj: 0.073101, No Obj: 0.002627, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.731318, iou_loss = 0.097824, total_loss = 1.829142 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.163459, GIOU: -0.071294), Class: 0.725128, Obj: 0.000843, No Obj: 0.000728, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.344462, iou_loss = 0.224203, total_loss = 0.568665 \n",
" total_bbox = 32905, rewritten_bbox = 0.276554 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.505792, GIOU: 0.400090), Class: 0.523464, Obj: 0.044013, No Obj: 0.002781, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.514258, iou_loss = 0.030014, total_loss = 1.544271 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.228116, GIOU: -0.089283), Class: 0.585933, Obj: 0.000942, No Obj: 0.000677, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.399056, iou_loss = 0.311005, total_loss = 0.710061 \n",
" total_bbox = 32910, rewritten_bbox = 0.276512 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365261, GIOU: 0.357046), Class: 0.445089, Obj: 0.028021, No Obj: 0.002755, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.110691, iou_loss = 0.029768, total_loss = 1.140459 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000674, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001732, iou_loss = 0.000000, total_loss = 0.001732 \n",
" total_bbox = 32913, rewritten_bbox = 0.276486 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.276086, GIOU: 0.276086), Class: 0.560133, Obj: 0.022702, No Obj: 0.002434, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.975787, iou_loss = 0.080597, total_loss = 1.056384 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.198264, GIOU: 0.033561), Class: 0.420190, Obj: 0.002334, No Obj: 0.000706, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.795293, iou_loss = 1.743196, total_loss = 2.538489 \n",
" total_bbox = 32918, rewritten_bbox = 0.276444 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371837, GIOU: 0.324666), Class: 0.562204, Obj: 0.045459, No Obj: 0.002605, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.426654, iou_loss = 0.026931, total_loss = 1.453585 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.066357, GIOU: -0.054800), Class: 0.529584, Obj: 0.000250, No Obj: 0.000720, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.344244, iou_loss = 0.007089, total_loss = 0.351334 \n",
" total_bbox = 32923, rewritten_bbox = 0.276403 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.656495, GIOU: 0.625902), Class: 0.474276, Obj: 0.075272, No Obj: 0.003001, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 1.009768, iou_loss = 0.064542, total_loss = 1.074310 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.523791, GIOU: 0.428292), Class: 0.719317, Obj: 0.001694, No Obj: 0.000643, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.342439, iou_loss = 0.145116, total_loss = 0.487555 \n",
" total_bbox = 32927, rewritten_bbox = 0.276369 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258886, GIOU: 0.150906), Class: 0.380716, Obj: 0.022102, No Obj: 0.002396, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.294488, iou_loss = 0.018292, total_loss = 1.312781 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.222087, GIOU: -0.075014), Class: 0.375749, Obj: 0.009503, No Obj: 0.000664, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.445726, iou_loss = 0.083543, total_loss = 0.529270 \n",
" total_bbox = 32931, rewritten_bbox = 0.276335 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.492052, GIOU: 0.464715), Class: 0.475048, Obj: 0.110505, No Obj: 0.003137, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.356397, iou_loss = 0.097571, total_loss = 1.453968 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.386691, GIOU: 0.314424), Class: 0.450176, Obj: 0.004113, No Obj: 0.000671, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.206619, iou_loss = 3.086421, total_loss = 4.293040 \n",
" total_bbox = 32938, rewritten_bbox = 0.276277 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.535313, GIOU: 0.481873), Class: 0.600859, Obj: 0.059540, No Obj: 0.002580, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.446704, iou_loss = 0.076570, total_loss = 1.523274 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000651, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001645, iou_loss = 0.000000, total_loss = 0.001645 \n",
" total_bbox = 32942, rewritten_bbox = 0.276243 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420274, GIOU: 0.376943), Class: 0.488996, Obj: 0.025812, No Obj: 0.003176, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.640820, iou_loss = 0.059600, total_loss = 1.700420 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000626, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001462, iou_loss = 0.000000, total_loss = 0.001462 \n",
" total_bbox = 32946, rewritten_bbox = 0.276210 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.360880, GIOU: 0.355155), Class: 0.508608, Obj: 0.094638, No Obj: 0.003009, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.055678, iou_loss = 0.016948, total_loss = 1.072626 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.674980, GIOU: 0.651518), Class: 0.254796, Obj: 0.014149, No Obj: 0.000678, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.478876, iou_loss = 0.268354, total_loss = 0.747230 \n",
" total_bbox = 32950, rewritten_bbox = 0.276176 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484616, GIOU: 0.377000), Class: 0.489924, Obj: 0.015285, No Obj: 0.002212, .5R: 0.666667, .75R: 0.000000, count: 6, class_loss = 2.171158, iou_loss = 0.085449, total_loss = 2.256607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000650, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001497, iou_loss = 0.000000, total_loss = 0.001497 \n",
" total_bbox = 32956, rewritten_bbox = 0.276126 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 412: 0.951529, 0.917677 avg loss, 0.000075 rate, 0.729898 seconds, 26368 images, 0.722964 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.485538, GIOU: 0.429834), Class: 0.599378, Obj: 0.198339, No Obj: 0.003456, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.674205, iou_loss = 0.026160, total_loss = 0.700365 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.556900, GIOU: 0.535887), Class: 0.557438, Obj: 0.008296, No Obj: 0.000754, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.705290, iou_loss = 1.471241, total_loss = 2.176531 \n",
" total_bbox = 32960, rewritten_bbox = 0.276092 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.449185, GIOU: 0.373732), Class: 0.578260, Obj: 0.028277, No Obj: 0.002950, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.686679, iou_loss = 0.125928, total_loss = 1.812607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000696, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002555, iou_loss = 0.000000, total_loss = 0.002555 \n",
" total_bbox = 32965, rewritten_bbox = 0.276050 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422531, GIOU: 0.224560), Class: 0.564205, Obj: 0.030946, No Obj: 0.002606, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.669962, iou_loss = 0.084687, total_loss = 1.754649 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000657, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001941, iou_loss = 0.000000, total_loss = 0.001941 \n",
" total_bbox = 32970, rewritten_bbox = 0.276008 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339727, GIOU: 0.109837), Class: 0.529872, Obj: 0.039208, No Obj: 0.002651, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.359408, iou_loss = 0.007717, total_loss = 1.367124 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000620, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001288, iou_loss = 0.000000, total_loss = 0.001288 \n",
" total_bbox = 32974, rewritten_bbox = 0.275975 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351013, GIOU: 0.318182), Class: 0.578701, Obj: 0.124127, No Obj: 0.002536, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.902888, iou_loss = 0.016764, total_loss = 0.919652 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.433788, GIOU: 0.402928), Class: 0.498828, Obj: 0.000665, No Obj: 0.000646, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379820, iou_loss = 0.426040, total_loss = 0.805859 \n",
" total_bbox = 32978, rewritten_bbox = 0.275942 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.454977, GIOU: 0.416239), Class: 0.545120, Obj: 0.057179, No Obj: 0.002645, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.681121, iou_loss = 0.059676, total_loss = 1.740798 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.365564, GIOU: 0.318416), Class: 0.536729, Obj: 0.000215, No Obj: 0.000652, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.333040, iou_loss = 0.053277, total_loss = 0.386318 \n",
" total_bbox = 32984, rewritten_bbox = 0.275891 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472230, GIOU: 0.446595), Class: 0.513414, Obj: 0.017914, No Obj: 0.002724, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.151688, iou_loss = 0.043979, total_loss = 1.195667 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000653, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001979, iou_loss = 0.000000, total_loss = 0.001979 \n",
" total_bbox = 32987, rewritten_bbox = 0.275866 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398111, GIOU: 0.265287), Class: 0.488883, Obj: 0.050550, No Obj: 0.002765, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.069189, iou_loss = 0.021679, total_loss = 1.090867 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.574008, GIOU: 0.574008), Class: 0.440950, Obj: 0.029705, No Obj: 0.000656, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.371507, iou_loss = 0.287216, total_loss = 0.658723 \n",
" total_bbox = 32991, rewritten_bbox = 0.275833 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357745, GIOU: 0.317604), Class: 0.465928, Obj: 0.048110, No Obj: 0.002995, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.146908, iou_loss = 0.021933, total_loss = 1.168841 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.640654, GIOU: 0.621200), Class: 0.453574, Obj: 0.057916, No Obj: 0.000676, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.354864, iou_loss = 0.331168, total_loss = 0.686032 \n",
" total_bbox = 32995, rewritten_bbox = 0.275799 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.447661, GIOU: 0.357746), Class: 0.424581, Obj: 0.026119, No Obj: 0.002886, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.613380, iou_loss = 0.033787, total_loss = 1.647166 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000632, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001325, iou_loss = 0.000000, total_loss = 0.001325 \n",
" total_bbox = 32999, rewritten_bbox = 0.275766 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357629, GIOU: 0.170289), Class: 0.410503, Obj: 0.043730, No Obj: 0.002692, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.880952, iou_loss = 0.061083, total_loss = 1.942035 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.225463, GIOU: -0.201004), Class: 0.390655, Obj: 0.003223, No Obj: 0.000624, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.767925, iou_loss = 0.150953, total_loss = 0.918878 \n",
" total_bbox = 33006, rewritten_bbox = 0.275707 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.297748, GIOU: 0.158958), Class: 0.504475, Obj: 0.079850, No Obj: 0.003443, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.368149, iou_loss = 0.009352, total_loss = 1.377501 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000669, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001986, iou_loss = 0.000000, total_loss = 0.001986 \n",
" total_bbox = 33010, rewritten_bbox = 0.275674 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424164, GIOU: 0.410723), Class: 0.478510, Obj: 0.036106, No Obj: 0.002873, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.510326, iou_loss = 0.030610, total_loss = 1.540936 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000693, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003317, iou_loss = 0.000000, total_loss = 0.003317 \n",
" total_bbox = 33014, rewritten_bbox = 0.275641 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.445385, GIOU: 0.421225), Class: 0.458635, Obj: 0.012886, No Obj: 0.002041, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.613087, iou_loss = 0.069099, total_loss = 2.682187 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000655, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002012, iou_loss = 0.000000, total_loss = 0.002012 \n",
" total_bbox = 33021, rewritten_bbox = 0.275582 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382403, GIOU: 0.285001), Class: 0.358764, Obj: 0.020469, No Obj: 0.003056, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.970537, iou_loss = 0.026654, total_loss = 1.997191 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000671, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001786, iou_loss = 0.000000, total_loss = 0.001786 \n",
" total_bbox = 33026, rewritten_bbox = 0.275540 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472972, GIOU: 0.384708), Class: 0.598914, Obj: 0.099292, No Obj: 0.002777, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.617217, iou_loss = 0.082729, total_loss = 1.699946 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000711, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002782, iou_loss = 0.000000, total_loss = 0.002782 \n",
" total_bbox = 33031, rewritten_bbox = 0.275499 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 413: 0.845950, 0.910504 avg loss, 0.000076 rate, 0.694378 seconds, 26432 images, 0.723010 hours left\n",
"Loaded: 0.000037 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.373708, GIOU: 0.280193), Class: 0.473451, Obj: 0.028881, No Obj: 0.002690, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.659165, iou_loss = 0.017260, total_loss = 1.676425 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000665, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001719, iou_loss = 0.000000, total_loss = 0.001719 \n",
" total_bbox = 33035, rewritten_bbox = 0.275465 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312635, GIOU: 0.223087), Class: 0.523985, Obj: 0.048480, No Obj: 0.002683, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.442908, iou_loss = 0.026481, total_loss = 1.469389 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000647, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001560, iou_loss = 0.000000, total_loss = 0.001560 \n",
" total_bbox = 33039, rewritten_bbox = 0.275432 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245081, GIOU: 0.090067), Class: 0.453117, Obj: 0.033576, No Obj: 0.002367, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.519503, iou_loss = 0.051207, total_loss = 1.570710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.259817, GIOU: 0.118250), Class: 0.547396, Obj: 0.002435, No Obj: 0.000669, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.748502, iou_loss = 0.796028, total_loss = 1.544531 \n",
" total_bbox = 33045, rewritten_bbox = 0.275382 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308714, GIOU: 0.280016), Class: 0.606114, Obj: 0.063435, No Obj: 0.002443, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.969680, iou_loss = 0.037449, total_loss = 1.007129 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.476149, GIOU: 0.373902), Class: 0.458917, Obj: 0.003345, No Obj: 0.000692, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.770425, iou_loss = 0.586593, total_loss = 1.357019 \n",
" total_bbox = 33050, rewritten_bbox = 0.275340 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393980, GIOU: 0.335203), Class: 0.457510, Obj: 0.025619, No Obj: 0.002781, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.488445, iou_loss = 0.069075, total_loss = 1.557520 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000653, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001680, iou_loss = 0.000000, total_loss = 0.001680 \n",
" total_bbox = 33054, rewritten_bbox = 0.275307 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.428996, GIOU: 0.358994), Class: 0.518880, Obj: 0.009156, No Obj: 0.002953, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.190542, iou_loss = 0.039168, total_loss = 1.229710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.720124, GIOU: 0.701924), Class: 0.672666, Obj: 0.054544, No Obj: 0.000690, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.285709, iou_loss = 0.784562, total_loss = 1.070271 \n",
" total_bbox = 33058, rewritten_bbox = 0.275274 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.488735, GIOU: 0.386256), Class: 0.426900, Obj: 0.044818, No Obj: 0.002744, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 2.045115, iou_loss = 0.023139, total_loss = 2.068254 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000633, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001455, iou_loss = 0.000000, total_loss = 0.001455 \n",
" total_bbox = 33063, rewritten_bbox = 0.275232 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.296773, GIOU: 0.221000), Class: 0.573173, Obj: 0.007814, No Obj: 0.002139, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.543690, iou_loss = 0.009617, total_loss = 1.553307 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000659, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001776, iou_loss = 0.000000, total_loss = 0.001776 \n",
" total_bbox = 33067, rewritten_bbox = 0.275199 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.239524, GIOU: 0.131806), Class: 0.576353, Obj: 0.062020, No Obj: 0.002751, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.387671, iou_loss = 0.015337, total_loss = 1.403008 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000695, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002080, iou_loss = 0.000000, total_loss = 0.002080 \n",
" total_bbox = 33071, rewritten_bbox = 0.275166 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325929, GIOU: 0.310327), Class: 0.612890, Obj: 0.115379, No Obj: 0.003393, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.232087, iou_loss = 0.036051, total_loss = 1.268138 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000644, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001757, iou_loss = 0.000000, total_loss = 0.001757 \n",
" total_bbox = 33075, rewritten_bbox = 0.275132 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.080129, GIOU: -0.119190), Class: 0.432870, Obj: 0.070593, No Obj: 0.003381, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.085090, iou_loss = 0.000491, total_loss = 1.085581 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.346073, GIOU: 0.333699), Class: 0.497690, Obj: 0.015372, No Obj: 0.000676, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354640, iou_loss = 0.164077, total_loss = 0.518717 \n",
" total_bbox = 33079, rewritten_bbox = 0.275099 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.650840, GIOU: 0.640454), Class: 0.437666, Obj: 0.014220, No Obj: 0.002216, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 1.134868, iou_loss = 0.019014, total_loss = 1.153882 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.576414, GIOU: 0.576414), Class: 0.402134, Obj: 0.005992, No Obj: 0.000637, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.432693, iou_loss = 0.289654, total_loss = 0.722347 \n",
" total_bbox = 33083, rewritten_bbox = 0.275066 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.414228, GIOU: 0.284846), Class: 0.584696, Obj: 0.013461, No Obj: 0.002623, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.810622, iou_loss = 0.190500, total_loss = 2.001122 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.387503, GIOU: 0.193413), Class: 0.490820, Obj: 0.020147, No Obj: 0.000710, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.342280, iou_loss = 0.064904, total_loss = 0.407184 \n",
" total_bbox = 33089, rewritten_bbox = 0.275016 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.267277, GIOU: 0.226015), Class: 0.478554, Obj: 0.044239, No Obj: 0.003069, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.535647, iou_loss = 0.009300, total_loss = 1.544947 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000645, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001834, iou_loss = 0.000000, total_loss = 0.001834 \n",
" total_bbox = 33093, rewritten_bbox = 0.274983 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.205306, GIOU: 0.119877), Class: 0.442449, Obj: 0.028170, No Obj: 0.002190, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.158265, iou_loss = 0.008477, total_loss = 1.166742 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.143772, GIOU: -0.357074), Class: 0.536355, Obj: 0.002735, No Obj: 0.000692, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.388785, iou_loss = 0.023368, total_loss = 0.412153 \n",
" total_bbox = 33097, rewritten_bbox = 0.274949 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379550, GIOU: 0.368461), Class: 0.455976, Obj: 0.095472, No Obj: 0.003176, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.420480, iou_loss = 0.053115, total_loss = 1.473595 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000728, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003054, iou_loss = 0.000000, total_loss = 0.003054 \n",
" total_bbox = 33101, rewritten_bbox = 0.274916 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 414: 0.819394, 0.901393 avg loss, 0.000077 rate, 0.692527 seconds, 26496 images, 0.722699 hours left\n",
"Loaded: 0.000041 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.524722, GIOU: 0.450828), Class: 0.525584, Obj: 0.025009, No Obj: 0.002705, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.516660, iou_loss = 0.087385, total_loss = 1.604045 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.413086, GIOU: 0.413086), Class: 0.427461, Obj: 0.009950, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372442, iou_loss = 0.148357, total_loss = 0.520799 \n",
" total_bbox = 33106, rewritten_bbox = 0.274875 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322106, GIOU: 0.232457), Class: 0.465966, Obj: 0.014374, No Obj: 0.002490, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.327652, iou_loss = 0.016513, total_loss = 2.344165 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001320, iou_loss = 0.000000, total_loss = 0.001320 \n",
" total_bbox = 33112, rewritten_bbox = 0.274825 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.174550, GIOU: 0.156137), Class: 0.564178, Obj: 0.028483, No Obj: 0.002530, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.072410, iou_loss = 0.001867, total_loss = 1.074277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.482928, GIOU: 0.400436), Class: 0.480110, Obj: 0.019870, No Obj: 0.000652, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.322676, iou_loss = 0.136105, total_loss = 0.458782 \n",
" total_bbox = 33116, rewritten_bbox = 0.274792 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.310216, GIOU: 0.309938), Class: 0.411755, Obj: 0.006145, No Obj: 0.002703, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.855221, iou_loss = 0.004335, total_loss = 0.859556 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.335965, GIOU: 0.080312), Class: 0.480964, Obj: 0.001165, No Obj: 0.000723, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.700021, iou_loss = 0.168432, total_loss = 0.868453 \n",
" total_bbox = 33120, rewritten_bbox = 0.274758 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.375079, GIOU: 0.344464), Class: 0.656007, Obj: 0.009292, No Obj: 0.002301, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.734514, iou_loss = 0.007703, total_loss = 0.742216 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.350367, GIOU: 0.193217), Class: 0.490088, Obj: 0.000928, No Obj: 0.000698, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.730898, iou_loss = 0.775606, total_loss = 1.506504 \n",
" total_bbox = 33124, rewritten_bbox = 0.274725 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.494902, GIOU: 0.468630), Class: 0.625888, Obj: 0.110132, No Obj: 0.003105, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.865558, iou_loss = 0.061572, total_loss = 0.927130 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.310326, GIOU: 0.152845), Class: 0.532007, Obj: 0.004330, No Obj: 0.000806, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.094577, iou_loss = 0.707959, total_loss = 1.802536 \n",
" total_bbox = 33130, rewritten_bbox = 0.274676 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410630, GIOU: 0.396573), Class: 0.560731, Obj: 0.037855, No Obj: 0.002921, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.180699, iou_loss = 0.050041, total_loss = 2.230741 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000620, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001442, iou_loss = 0.000000, total_loss = 0.001442 \n",
" total_bbox = 33136, rewritten_bbox = 0.274626 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427277, GIOU: 0.407780), Class: 0.625599, Obj: 0.056816, No Obj: 0.002739, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.997670, iou_loss = 0.013183, total_loss = 1.010853 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.337002, GIOU: 0.178105), Class: 0.420397, Obj: 0.006851, No Obj: 0.000678, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.808749, iou_loss = 1.402646, total_loss = 2.211395 \n",
" total_bbox = 33141, rewritten_bbox = 0.274584 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349444, GIOU: 0.345007), Class: 0.497383, Obj: 0.108356, No Obj: 0.002914, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.020333, iou_loss = 0.013502, total_loss = 1.033834 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001873, iou_loss = 0.000000, total_loss = 0.001873 \n",
" total_bbox = 33144, rewritten_bbox = 0.274559 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390490, GIOU: 0.365144), Class: 0.583958, Obj: 0.100841, No Obj: 0.002895, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.295193, iou_loss = 0.027185, total_loss = 1.322379 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.298667, GIOU: 0.078213), Class: 0.664481, Obj: 0.004219, No Obj: 0.000689, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360613, iou_loss = 0.028213, total_loss = 0.388826 \n",
" total_bbox = 33149, rewritten_bbox = 0.274518 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317958, GIOU: 0.317958), Class: 0.370927, Obj: 0.112073, No Obj: 0.003632, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.606135, iou_loss = 0.014530, total_loss = 1.620665 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001324, iou_loss = 0.000000, total_loss = 0.001324 \n",
" total_bbox = 33153, rewritten_bbox = 0.274485 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.531918, GIOU: 0.425245), Class: 0.533268, Obj: 0.070479, No Obj: 0.002618, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.246836, iou_loss = 0.027721, total_loss = 1.274557 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.294676, GIOU: 0.197182), Class: 0.541694, Obj: 0.028647, No Obj: 0.000688, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.729006, iou_loss = 0.861770, total_loss = 1.590777 \n",
" total_bbox = 33159, rewritten_bbox = 0.274435 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.375287, GIOU: 0.266284), Class: 0.581879, Obj: 0.050892, No Obj: 0.002492, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.262233, iou_loss = 0.113112, total_loss = 1.375345 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000670, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001931, iou_loss = 0.000000, total_loss = 0.001931 \n",
" total_bbox = 33163, rewritten_bbox = 0.274402 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339798, GIOU: 0.331326), Class: 0.609356, Obj: 0.090676, No Obj: 0.002729, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.569704, iou_loss = 0.030440, total_loss = 1.600144 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000688, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002087, iou_loss = 0.000000, total_loss = 0.002087 \n",
" total_bbox = 33168, rewritten_bbox = 0.274361 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442153, GIOU: 0.357712), Class: 0.566972, Obj: 0.013735, No Obj: 0.002430, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.784118, iou_loss = 0.116316, total_loss = 1.900433 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003352, iou_loss = 0.000000, total_loss = 0.003352 \n",
" total_bbox = 33173, rewritten_bbox = 0.274319 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438294, GIOU: 0.326777), Class: 0.556592, Obj: 0.028750, No Obj: 0.002707, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.483821, iou_loss = 0.093383, total_loss = 2.577204 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000638, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001676, iou_loss = 0.000000, total_loss = 0.001676 \n",
" total_bbox = 33180, rewritten_bbox = 0.274262 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 415: 0.881700, 0.899424 avg loss, 0.000077 rate, 0.681704 seconds, 26560 images, 0.722371 hours left\n",
"Loaded: 0.000063 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.503025, GIOU: 0.483679), Class: 0.550448, Obj: 0.020992, No Obj: 0.002805, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.479836, iou_loss = 0.161769, total_loss = 1.641605 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000740, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002358, iou_loss = 0.000000, total_loss = 0.002358 \n",
" total_bbox = 33184, rewritten_bbox = 0.274229 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433326, GIOU: 0.349222), Class: 0.562777, Obj: 0.017307, No Obj: 0.003244, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.900425, iou_loss = 0.098195, total_loss = 1.998620 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000637, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002500, iou_loss = 0.000000, total_loss = 0.002500 \n",
" total_bbox = 33189, rewritten_bbox = 0.274187 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300867, GIOU: 0.219441), Class: 0.534886, Obj: 0.046995, No Obj: 0.003171, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.474886, iou_loss = 0.026732, total_loss = 1.501618 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.414678, GIOU: 0.248942), Class: 0.452180, Obj: 0.002453, No Obj: 0.000664, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.133911, iou_loss = 0.427620, total_loss = 1.561531 \n",
" total_bbox = 33196, rewritten_bbox = 0.274129 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292601, GIOU: 0.027107), Class: 0.633859, Obj: 0.046584, No Obj: 0.002771, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.920371, iou_loss = 0.050510, total_loss = 0.970882 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000683, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.006719, iou_loss = 0.000000, total_loss = 0.006719 \n",
" total_bbox = 33199, rewritten_bbox = 0.274105 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.434555, GIOU: 0.382639), Class: 0.596072, Obj: 0.057855, No Obj: 0.002368, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.311139, iou_loss = 0.030839, total_loss = 1.341978 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001838, iou_loss = 0.000000, total_loss = 0.001838 \n",
" total_bbox = 33203, rewritten_bbox = 0.274072 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.289873, GIOU: 0.117708), Class: 0.487322, Obj: 0.028122, No Obj: 0.002973, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.629044, iou_loss = 0.014156, total_loss = 1.643200 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000622, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001782, iou_loss = 0.000000, total_loss = 0.001782 \n",
" total_bbox = 33207, rewritten_bbox = 0.274039 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.333213, GIOU: 0.233828), Class: 0.450032, Obj: 0.021516, No Obj: 0.002677, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.891239, iou_loss = 0.037207, total_loss = 1.928446 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.166966, GIOU: -0.207445), Class: 0.478591, Obj: 0.001785, No Obj: 0.000653, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.363134, iou_loss = 0.013503, total_loss = 0.376637 \n",
" total_bbox = 33213, rewritten_bbox = 0.273989 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.611235, GIOU: 0.543672), Class: 0.470522, Obj: 0.027478, No Obj: 0.002603, .5R: 0.833333, .75R: 0.000000, count: 6, class_loss = 2.169458, iou_loss = 0.267885, total_loss = 2.437343 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000687, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001684, iou_loss = 0.000000, total_loss = 0.001684 \n",
" total_bbox = 33219, rewritten_bbox = 0.273940 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350624, GIOU: 0.320645), Class: 0.564603, Obj: 0.065488, No Obj: 0.002550, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.704015, iou_loss = 0.057562, total_loss = 1.761576 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000637, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001728, iou_loss = 0.000000, total_loss = 0.001728 \n",
" total_bbox = 33224, rewritten_bbox = 0.273898 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.328419, GIOU: 0.296657), Class: 0.425777, Obj: 0.070877, No Obj: 0.003160, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.829690, iou_loss = 0.123944, total_loss = 0.953633 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.265653, GIOU: 0.265653), Class: 0.529852, Obj: 0.011267, No Obj: 0.000693, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.708062, iou_loss = 0.125113, total_loss = 0.833175 \n",
" total_bbox = 33228, rewritten_bbox = 0.273865 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322926, GIOU: 0.123969), Class: 0.512084, Obj: 0.026849, No Obj: 0.002542, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.874250, iou_loss = 0.014074, total_loss = 1.888324 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.250270, GIOU: 0.250270), Class: 0.311015, Obj: 0.018559, No Obj: 0.000613, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.408661, iou_loss = 0.054369, total_loss = 0.463030 \n",
" total_bbox = 33234, rewritten_bbox = 0.273816 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.452498, GIOU: 0.412429), Class: 0.461696, Obj: 0.055904, No Obj: 0.003039, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.158350, iou_loss = 0.032917, total_loss = 1.191267 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000619, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001712, iou_loss = 0.000000, total_loss = 0.001712 \n",
" total_bbox = 33237, rewritten_bbox = 0.273791 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.407565, GIOU: 0.386111), Class: 0.481882, Obj: 0.023577, No Obj: 0.002668, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.185714, iou_loss = 0.131231, total_loss = 2.316944 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.344157, GIOU: 0.197658), Class: 0.467900, Obj: 0.015863, No Obj: 0.000657, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.830367, iou_loss = 0.628905, total_loss = 1.459272 \n",
" total_bbox = 33245, rewritten_bbox = 0.273725 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.383104, GIOU: 0.249054), Class: 0.639854, Obj: 0.030660, No Obj: 0.002546, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.640242, iou_loss = 0.111817, total_loss = 1.752059 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000708, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002747, iou_loss = 0.000000, total_loss = 0.002747 \n",
" total_bbox = 33250, rewritten_bbox = 0.273684 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403977, GIOU: 0.280701), Class: 0.577146, Obj: 0.052093, No Obj: 0.002683, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.370787, iou_loss = 0.027192, total_loss = 1.397978 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.143958, GIOU: -0.046925), Class: 0.607408, Obj: 0.000783, No Obj: 0.000644, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.423929, iou_loss = 0.012554, total_loss = 0.436483 \n",
" total_bbox = 33255, rewritten_bbox = 0.273643 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.797760, GIOU: 0.797760), Class: 0.449005, Obj: 0.007896, No Obj: 0.002507, .5R: 1.000000, .75R: 1.000000, count: 2, class_loss = 0.873164, iou_loss = 0.059620, total_loss = 0.932784 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.523446, GIOU: 0.429964), Class: 0.267906, Obj: 0.021745, No Obj: 0.000635, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.432065, iou_loss = 0.147375, total_loss = 0.579440 \n",
" total_bbox = 33258, rewritten_bbox = 0.273618 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 416: 0.905784, 0.900060 avg loss, 0.000078 rate, 0.702210 seconds, 26624 images, 0.721936 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.377228, GIOU: 0.289564), Class: 0.541223, Obj: 0.064049, No Obj: 0.003033, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.763015, iou_loss = 0.030788, total_loss = 1.793802 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000606, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001451, iou_loss = 0.000000, total_loss = 0.001451 \n",
" total_bbox = 33263, rewritten_bbox = 0.273577 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.476177, GIOU: 0.462730), Class: 0.471905, Obj: 0.014316, No Obj: 0.002696, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.515295, iou_loss = 0.132037, total_loss = 1.647332 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001362, iou_loss = 0.000000, total_loss = 0.001362 \n",
" total_bbox = 33267, rewritten_bbox = 0.273544 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.364347, GIOU: 0.259817), Class: 0.444278, Obj: 0.037636, No Obj: 0.003267, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.471517, iou_loss = 0.013898, total_loss = 1.485415 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.189832, GIOU: 0.189833), Class: 0.657655, Obj: 0.078122, No Obj: 0.000692, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.307375, iou_loss = 0.034004, total_loss = 0.341378 \n",
" total_bbox = 33272, rewritten_bbox = 0.273503 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390999, GIOU: 0.335166), Class: 0.637998, Obj: 0.053878, No Obj: 0.003565, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.225672, iou_loss = 0.033626, total_loss = 1.259299 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000657, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001749, iou_loss = 0.000000, total_loss = 0.001749 \n",
" total_bbox = 33276, rewritten_bbox = 0.273470 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.178975, GIOU: 0.158810), Class: 0.508266, Obj: 0.030418, No Obj: 0.002951, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.080808, iou_loss = 0.004492, total_loss = 1.085300 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.698361, GIOU: 0.689873), Class: 0.383723, Obj: 0.037710, No Obj: 0.000603, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.410155, iou_loss = 0.408391, total_loss = 0.818545 \n",
" total_bbox = 33280, rewritten_bbox = 0.273438 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.304198, GIOU: 0.287328), Class: 0.585582, Obj: 0.091802, No Obj: 0.002890, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.310790, iou_loss = 0.021477, total_loss = 1.332267 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001359, iou_loss = 0.000000, total_loss = 0.001359 \n",
" total_bbox = 33284, rewritten_bbox = 0.273405 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.356104, GIOU: 0.356104), Class: 0.454219, Obj: 0.036104, No Obj: 0.003028, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.810919, iou_loss = 0.004641, total_loss = 0.815560 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.393972, GIOU: 0.321631), Class: 0.609885, Obj: 0.004026, No Obj: 0.000637, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.717592, iou_loss = 0.495269, total_loss = 1.212862 \n",
" total_bbox = 33288, rewritten_bbox = 0.273372 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.329679, GIOU: 0.299970), Class: 0.527388, Obj: 0.041570, No Obj: 0.003002, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.446231, iou_loss = 0.028902, total_loss = 1.475134 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000642, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002239, iou_loss = 0.000000, total_loss = 0.002239 \n",
" total_bbox = 33292, rewritten_bbox = 0.273339 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369498, GIOU: 0.369117), Class: 0.399509, Obj: 0.028484, No Obj: 0.002871, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.528810, iou_loss = 0.036234, total_loss = 1.565044 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.617600, GIOU: 0.614650), Class: 0.622781, Obj: 0.001525, No Obj: 0.000656, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.377135, iou_loss = 0.794685, total_loss = 1.171820 \n",
" total_bbox = 33297, rewritten_bbox = 0.273298 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352348, GIOU: 0.220465), Class: 0.412507, Obj: 0.047586, No Obj: 0.002942, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.620655, iou_loss = 0.042318, total_loss = 1.662973 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215199, GIOU: 0.215198), Class: 0.547480, Obj: 0.002739, No Obj: 0.000664, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354190, iou_loss = 0.123820, total_loss = 0.478010 \n",
" total_bbox = 33302, rewritten_bbox = 0.273257 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.604647, GIOU: 0.546820), Class: 0.463612, Obj: 0.084430, No Obj: 0.002883, .5R: 1.000000, .75R: 0.250000, count: 4, class_loss = 1.428781, iou_loss = 0.138033, total_loss = 1.566814 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.244305, GIOU: 0.243117), Class: 0.386700, Obj: 0.003324, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.404073, iou_loss = 0.653385, total_loss = 1.057458 \n",
" total_bbox = 33307, rewritten_bbox = 0.273216 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361011, GIOU: 0.352672), Class: 0.457264, Obj: 0.021617, No Obj: 0.002788, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.558827, iou_loss = 0.026394, total_loss = 1.585221 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000598, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001345, iou_loss = 0.000000, total_loss = 0.001345 \n",
" total_bbox = 33311, rewritten_bbox = 0.273183 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347359, GIOU: 0.157153), Class: 0.458451, Obj: 0.022865, No Obj: 0.002306, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.487859, iou_loss = 0.022555, total_loss = 1.510414 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000637, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002207, iou_loss = 0.000000, total_loss = 0.002207 \n",
" total_bbox = 33315, rewritten_bbox = 0.273150 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347797, GIOU: 0.262618), Class: 0.598503, Obj: 0.020396, No Obj: 0.002517, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.437068, iou_loss = 0.014241, total_loss = 1.451308 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.202706, GIOU: 0.154395), Class: 0.525753, Obj: 0.002662, No Obj: 0.000630, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.104601, iou_loss = 0.418632, total_loss = 1.523233 \n",
" total_bbox = 33322, rewritten_bbox = 0.273093 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361143, GIOU: 0.361142), Class: 0.530779, Obj: 0.048376, No Obj: 0.003184, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.743849, iou_loss = 0.070625, total_loss = 0.814475 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.466218, GIOU: 0.243995), Class: 0.548914, Obj: 0.032263, No Obj: 0.000698, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.654479, iou_loss = 0.346153, total_loss = 1.000633 \n",
" total_bbox = 33326, rewritten_bbox = 0.273060 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.274477, GIOU: 0.189081), Class: 0.442781, Obj: 0.023637, No Obj: 0.002289, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.111283, iou_loss = 0.022969, total_loss = 1.134252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.484630, GIOU: 0.436210), Class: 0.505504, Obj: 0.000318, No Obj: 0.000618, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.367946, iou_loss = 0.502940, total_loss = 0.870885 \n",
" total_bbox = 33330, rewritten_bbox = 0.273027 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 417: 0.828914, 0.892945 avg loss, 0.000079 rate, 0.716599 seconds, 26688 images, 0.721709 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472583, GIOU: 0.443039), Class: 0.561495, Obj: 0.037406, No Obj: 0.002588, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.348253, iou_loss = 0.103345, total_loss = 1.451598 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.166220, GIOU: 0.046143), Class: 0.430681, Obj: 0.001139, No Obj: 0.000651, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.775118, iou_loss = 0.035856, total_loss = 0.810974 \n",
" total_bbox = 33336, rewritten_bbox = 0.272978 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.215109, GIOU: 0.215109), Class: 0.464358, Obj: 0.061200, No Obj: 0.002837, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.081732, iou_loss = 0.011177, total_loss = 1.092909 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000601, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001400, iou_loss = 0.000000, total_loss = 0.001400 \n",
" total_bbox = 33339, rewritten_bbox = 0.272954 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.303522, GIOU: 0.112126), Class: 0.596221, Obj: 0.025322, No Obj: 0.002215, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.790610, iou_loss = 0.019642, total_loss = 1.810252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000685, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003275, iou_loss = 0.000000, total_loss = 0.003275 \n",
" total_bbox = 33344, rewritten_bbox = 0.272913 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.447842, GIOU: 0.422691), Class: 0.542300, Obj: 0.042159, No Obj: 0.002296, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.127893, iou_loss = 0.025089, total_loss = 1.152982 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.080056, GIOU: -0.082728), Class: 0.710561, Obj: 0.000263, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371730, iou_loss = 0.005413, total_loss = 0.377143 \n",
" total_bbox = 33348, rewritten_bbox = 0.272880 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271757, GIOU: 0.173922), Class: 0.492939, Obj: 0.035726, No Obj: 0.002708, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.188451, iou_loss = 0.043613, total_loss = 2.232064 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353148, GIOU: 0.303849), Class: 0.533121, Obj: 0.001529, No Obj: 0.000620, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.675374, iou_loss = 1.102307, total_loss = 1.777681 \n",
" total_bbox = 33356, rewritten_bbox = 0.272814 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370236, GIOU: 0.274023), Class: 0.408163, Obj: 0.010450, No Obj: 0.002433, .5R: 0.100000, .75R: 0.000000, count: 10, class_loss = 3.879456, iou_loss = 0.149675, total_loss = 4.029130 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001569, iou_loss = 0.000000, total_loss = 0.001569 \n",
" total_bbox = 33366, rewritten_bbox = 0.272733 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351511, GIOU: 0.348722), Class: 0.321089, Obj: 0.049568, No Obj: 0.002579, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.510330, iou_loss = 0.058922, total_loss = 1.569252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.359291, GIOU: 0.141751), Class: 0.424612, Obj: 0.004519, No Obj: 0.000612, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.398534, iou_loss = 0.048898, total_loss = 0.447433 \n",
" total_bbox = 33371, rewritten_bbox = 0.272692 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312703, GIOU: 0.169910), Class: 0.553521, Obj: 0.025902, No Obj: 0.002320, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.161953, iou_loss = 0.018453, total_loss = 1.180405 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.280105, GIOU: 0.144925), Class: 0.687622, Obj: 0.001357, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.032941, iou_loss = 0.490775, total_loss = 1.523716 \n",
" total_bbox = 33377, rewritten_bbox = 0.272643 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.137928, GIOU: -0.047108), Class: 0.479644, Obj: 0.018676, No Obj: 0.002805, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.518230, iou_loss = 0.003696, total_loss = 1.521926 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000704, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002125, iou_loss = 0.000000, total_loss = 0.002125 \n",
" total_bbox = 33381, rewritten_bbox = 0.272610 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379939, GIOU: 0.326576), Class: 0.573492, Obj: 0.011803, No Obj: 0.002618, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.060830, iou_loss = 0.010664, total_loss = 1.071494 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.201643, GIOU: 0.103804), Class: 0.502105, Obj: 0.002742, No Obj: 0.000653, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.736175, iou_loss = 2.408976, total_loss = 3.145151 \n",
" total_bbox = 33387, rewritten_bbox = 0.275556 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344050, GIOU: 0.254974), Class: 0.456558, Obj: 0.015653, No Obj: 0.002261, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.557177, iou_loss = 0.028060, total_loss = 2.585238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000646, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001506, iou_loss = 0.000000, total_loss = 0.001506 \n",
" total_bbox = 33394, rewritten_bbox = 0.275499 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355404, GIOU: 0.206321), Class: 0.499517, Obj: 0.028236, No Obj: 0.002484, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.574270, iou_loss = 0.043356, total_loss = 1.617627 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000631, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001528, iou_loss = 0.000000, total_loss = 0.001528 \n",
" total_bbox = 33398, rewritten_bbox = 0.275466 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.542535, GIOU: 0.520864), Class: 0.537232, Obj: 0.026221, No Obj: 0.002344, .5R: 0.666667, .75R: 0.166667, count: 6, class_loss = 2.134312, iou_loss = 0.162849, total_loss = 2.297161 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.522460, GIOU: 0.470107), Class: 0.576440, Obj: 0.004965, No Obj: 0.000623, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.354732, iou_loss = 0.769881, total_loss = 1.124612 \n",
" total_bbox = 33405, rewritten_bbox = 0.275408 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271343, GIOU: 0.229748), Class: 0.575714, Obj: 0.052786, No Obj: 0.002434, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.299779, iou_loss = 0.019673, total_loss = 1.319452 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.584531, GIOU: 0.539462), Class: 0.431702, Obj: 0.002195, No Obj: 0.000587, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.751098, iou_loss = 0.752958, total_loss = 1.504056 \n",
" total_bbox = 33411, rewritten_bbox = 0.275358 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.428284, GIOU: 0.373304), Class: 0.599654, Obj: 0.036291, No Obj: 0.002520, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.426366, iou_loss = 0.094705, total_loss = 1.521070 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.467560, GIOU: 0.419417), Class: 0.318918, Obj: 0.010952, No Obj: 0.000621, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.855106, iou_loss = 0.701540, total_loss = 1.556646 \n",
" total_bbox = 33417, rewritten_bbox = 0.275309 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319566, GIOU: 0.319566), Class: 0.636562, Obj: 0.070098, No Obj: 0.002889, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.244825, iou_loss = 0.028806, total_loss = 1.273631 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.399331, GIOU: 0.215956), Class: 0.511897, Obj: 0.001682, No Obj: 0.000649, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360701, iou_loss = 0.066392, total_loss = 0.427092 \n",
" total_bbox = 33422, rewritten_bbox = 0.275268 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 418: 1.047686, 0.908419 avg loss, 0.000080 rate, 0.696436 seconds, 26752 images, 0.721624 hours left\n",
"Loaded: 0.000033 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307555, GIOU: 0.190426), Class: 0.640447, Obj: 0.038732, No Obj: 0.002865, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.360071, iou_loss = 0.026644, total_loss = 1.386715 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000599, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001362, iou_loss = 0.000000, total_loss = 0.001362 \n",
" total_bbox = 33426, rewritten_bbox = 0.275235 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.460518, GIOU: 0.426262), Class: 0.458337, Obj: 0.043976, No Obj: 0.002660, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.845415, iou_loss = 0.067461, total_loss = 1.912876 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353506, GIOU: 0.141573), Class: 0.505574, Obj: 0.003181, No Obj: 0.000584, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.373617, iou_loss = 0.164536, total_loss = 0.538152 \n",
" total_bbox = 33432, rewritten_bbox = 0.275185 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302595, GIOU: 0.097804), Class: 0.468498, Obj: 0.038706, No Obj: 0.002339, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.152005, iou_loss = 0.003960, total_loss = 1.155965 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.157919, GIOU: -0.306725), Class: 0.580936, Obj: 0.001116, No Obj: 0.000622, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.764945, iou_loss = 0.031559, total_loss = 0.796503 \n",
" total_bbox = 33437, rewritten_bbox = 0.275144 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.447421, GIOU: 0.397717), Class: 0.475175, Obj: 0.007501, No Obj: 0.001826, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.354985, iou_loss = 0.233936, total_loss = 2.588920 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.177570, GIOU: 0.177571), Class: 0.285363, Obj: 0.000913, No Obj: 0.000597, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.399302, iou_loss = 0.027517, total_loss = 0.426819 \n",
" total_bbox = 33445, rewritten_bbox = 0.278068 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.428385, GIOU: 0.410453), Class: 0.524428, Obj: 0.201946, No Obj: 0.003147, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 0.940042, iou_loss = 0.037461, total_loss = 0.977503 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.277903, GIOU: 0.201435), Class: 0.610312, Obj: 0.008592, No Obj: 0.000646, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.751230, iou_loss = 0.103700, total_loss = 0.854930 \n",
" total_bbox = 33450, rewritten_bbox = 0.278027 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420811, GIOU: 0.418539), Class: 0.598871, Obj: 0.056190, No Obj: 0.002690, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.006875, iou_loss = 0.091209, total_loss = 1.098084 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.258959), Class: 0.466241, Obj: 0.000562, No Obj: 0.000603, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359567, iou_loss = 0.066523, total_loss = 0.426090 \n",
" total_bbox = 33454, rewritten_bbox = 0.277994 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.779132, GIOU: 0.769725), Class: 0.713534, Obj: 0.016387, No Obj: 0.001828, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.392971, iou_loss = 0.031287, total_loss = 0.424258 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.438411, GIOU: 0.371820), Class: 0.572716, Obj: 0.013716, No Obj: 0.000647, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.712593, iou_loss = 0.836983, total_loss = 1.549576 \n",
" total_bbox = 33457, rewritten_bbox = 0.277969 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.331174, GIOU: 0.200155), Class: 0.533479, Obj: 0.024347, No Obj: 0.002738, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.726900, iou_loss = 0.031678, total_loss = 1.758578 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.616860, GIOU: 0.565456), Class: 0.584533, Obj: 0.010335, No Obj: 0.000654, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.305938, iou_loss = 0.204960, total_loss = 0.510898 \n",
" total_bbox = 33463, rewritten_bbox = 0.277919 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.304485, GIOU: 0.215067), Class: 0.576001, Obj: 0.037258, No Obj: 0.002817, .5R: 0.125000, .75R: 0.000000, count: 8, class_loss = 2.738144, iou_loss = 0.040938, total_loss = 2.779082 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001187, iou_loss = 0.000000, total_loss = 0.001187 \n",
" total_bbox = 33471, rewritten_bbox = 0.277852 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.244956, GIOU: 0.066175), Class: 0.454081, Obj: 0.007129, No Obj: 0.002937, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.218696, iou_loss = 0.017222, total_loss = 1.235919 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.162263, GIOU: -0.219286), Class: 0.493658, Obj: 0.000524, No Obj: 0.000651, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.395467, iou_loss = 0.026809, total_loss = 0.422276 \n",
" total_bbox = 33475, rewritten_bbox = 0.277819 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372333, GIOU: 0.334973), Class: 0.478583, Obj: 0.014180, No Obj: 0.002646, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.451013, iou_loss = 0.022726, total_loss = 1.473739 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000620, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001538, iou_loss = 0.000000, total_loss = 0.001538 \n",
" total_bbox = 33479, rewritten_bbox = 0.277786 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.543234, GIOU: 0.361692), Class: 0.598939, Obj: 0.033923, No Obj: 0.002555, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 0.935754, iou_loss = 0.043604, total_loss = 0.979358 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.468752, GIOU: 0.448820), Class: 0.526285, Obj: 0.018178, No Obj: 0.000675, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.829455, iou_loss = 0.523114, total_loss = 1.352569 \n",
" total_bbox = 33484, rewritten_bbox = 0.277745 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.197564, GIOU: 0.070918), Class: 0.513649, Obj: 0.020818, No Obj: 0.002789, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.468558, iou_loss = 0.011718, total_loss = 1.480276 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.258301, GIOU: 0.105290), Class: 0.518236, Obj: 0.001433, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.663482, iou_loss = 0.170360, total_loss = 0.833841 \n",
" total_bbox = 33490, rewritten_bbox = 0.277695 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433950, GIOU: 0.377371), Class: 0.402063, Obj: 0.046870, No Obj: 0.003575, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.810010, iou_loss = 0.063519, total_loss = 1.873529 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.253244, GIOU: -0.060614), Class: 0.683502, Obj: 0.001294, No Obj: 0.000636, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.642972, iou_loss = 0.098207, total_loss = 0.741179 \n",
" total_bbox = 33497, rewritten_bbox = 0.277637 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.261542, GIOU: 0.076733), Class: 0.510263, Obj: 0.014864, No Obj: 0.002532, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.408385, iou_loss = 0.010135, total_loss = 2.418520 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000622, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001626, iou_loss = 0.000000, total_loss = 0.001626 \n",
" total_bbox = 33503, rewritten_bbox = 0.277587 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.295157, GIOU: 0.223760), Class: 0.552724, Obj: 0.022643, No Obj: 0.002431, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.539644, iou_loss = 0.023896, total_loss = 1.563540 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001097, iou_loss = 0.000000, total_loss = 0.001097 \n",
" total_bbox = 33507, rewritten_bbox = 0.277554 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 419: 0.964521, 0.914029 avg loss, 0.000080 rate, 0.715421 seconds, 26816 images, 0.721338 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345743, GIOU: 0.345743), Class: 0.511459, Obj: 0.009881, No Obj: 0.003229, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.509394, iou_loss = 0.060882, total_loss = 1.570276 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.260211, GIOU: -0.066177), Class: 0.586943, Obj: 0.002586, No Obj: 0.000640, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.339109, iou_loss = 0.020903, total_loss = 0.360011 \n",
" total_bbox = 33512, rewritten_bbox = 0.277513 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.233182, GIOU: 0.125447), Class: 0.308614, Obj: 0.010181, No Obj: 0.002404, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.304259, iou_loss = 0.002318, total_loss = 1.306577 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.317705, GIOU: 0.293329), Class: 0.417709, Obj: 0.003955, No Obj: 0.000639, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.368792, iou_loss = 0.514119, total_loss = 0.882911 \n",
" total_bbox = 33516, rewritten_bbox = 0.277479 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.408705, GIOU: 0.400516), Class: 0.463632, Obj: 0.079680, No Obj: 0.003390, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.130704, iou_loss = 0.029746, total_loss = 1.160451 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.132339, GIOU: 0.132339), Class: 0.456545, Obj: 0.001742, No Obj: 0.000613, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.352480, iou_loss = 0.015401, total_loss = 0.367881 \n",
" total_bbox = 33520, rewritten_bbox = 0.277446 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320960, GIOU: 0.004001), Class: 0.474443, Obj: 0.010165, No Obj: 0.002223, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.077222, iou_loss = 0.022666, total_loss = 1.099888 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.176773, GIOU: -0.305032), Class: 0.546163, Obj: 0.001322, No Obj: 0.000594, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.376901, iou_loss = 0.032043, total_loss = 0.408944 \n",
" total_bbox = 33524, rewritten_bbox = 0.277413 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.347742, GIOU: 0.298497), Class: 0.520108, Obj: 0.024355, No Obj: 0.002552, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.485474, iou_loss = 0.034166, total_loss = 1.519639 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000583, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001369, iou_loss = 0.000000, total_loss = 0.001369 \n",
" total_bbox = 33528, rewritten_bbox = 0.277380 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448524, GIOU: 0.291288), Class: 0.532991, Obj: 0.027382, No Obj: 0.002531, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 2.155953, iou_loss = 0.042248, total_loss = 2.198201 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000633, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002252, iou_loss = 0.000000, total_loss = 0.002252 \n",
" total_bbox = 33533, rewritten_bbox = 0.277339 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339615, GIOU: 0.228195), Class: 0.627325, Obj: 0.086944, No Obj: 0.003100, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.004231, iou_loss = 0.067891, total_loss = 1.072122 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000715, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002094, iou_loss = 0.000000, total_loss = 0.002094 \n",
" total_bbox = 33536, rewritten_bbox = 0.277314 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387894, GIOU: 0.333520), Class: 0.536340, Obj: 0.031225, No Obj: 0.002610, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.040295, iou_loss = 0.036438, total_loss = 1.076734 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.689219, GIOU: 0.667977), Class: 0.465114, Obj: 0.002401, No Obj: 0.000611, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.380445, iou_loss = 0.704906, total_loss = 1.085351 \n",
" total_bbox = 33540, rewritten_bbox = 0.277281 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.490994, GIOU: 0.452684), Class: 0.579810, Obj: 0.043418, No Obj: 0.002879, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.683124, iou_loss = 0.104470, total_loss = 1.787594 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000641, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003136, iou_loss = 0.000000, total_loss = 0.003136 \n",
" total_bbox = 33545, rewritten_bbox = 0.277240 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322128, GIOU: 0.229047), Class: 0.435832, Obj: 0.034750, No Obj: 0.002452, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.611093, iou_loss = 0.018809, total_loss = 1.629902 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000673, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004135, iou_loss = 0.000000, total_loss = 0.004135 \n",
" total_bbox = 33549, rewritten_bbox = 0.277206 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.179347, GIOU: 0.179347), Class: 0.533323, Obj: 0.057763, No Obj: 0.002627, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.038255, iou_loss = 0.008074, total_loss = 1.046329 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.068910, GIOU: -0.226372), Class: 0.497125, Obj: 0.000577, No Obj: 0.000659, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.425325, iou_loss = 0.930351, total_loss = 1.355677 \n",
" total_bbox = 33553, rewritten_bbox = 0.277173 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283961, GIOU: 0.271529), Class: 0.585953, Obj: 0.077554, No Obj: 0.003104, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.293541, iou_loss = 0.042223, total_loss = 1.335764 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000654, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002082, iou_loss = 0.000000, total_loss = 0.002082 \n",
" total_bbox = 33557, rewritten_bbox = 0.277140 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.469177, GIOU: 0.367546), Class: 0.462310, Obj: 0.018440, No Obj: 0.002398, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.133087, iou_loss = 0.010290, total_loss = 1.143376 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.231540, GIOU: 0.203673), Class: 0.365711, Obj: 0.003083, No Obj: 0.000656, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.820389, iou_loss = 0.050172, total_loss = 0.870561 \n",
" total_bbox = 33562, rewritten_bbox = 0.277099 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477568, GIOU: 0.464495), Class: 0.425594, Obj: 0.028258, No Obj: 0.002517, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 2.108365, iou_loss = 0.079502, total_loss = 2.187867 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000593, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001400, iou_loss = 0.000000, total_loss = 0.001400 \n",
" total_bbox = 33567, rewritten_bbox = 0.277058 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424313, GIOU: 0.398747), Class: 0.518935, Obj: 0.025589, No Obj: 0.003220, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.743463, iou_loss = 0.030486, total_loss = 1.773949 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000601, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001327, iou_loss = 0.000000, total_loss = 0.001327 \n",
" total_bbox = 33572, rewritten_bbox = 0.277017 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344437, GIOU: 0.317140), Class: 0.464826, Obj: 0.030482, No Obj: 0.002496, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.472787, iou_loss = 0.045286, total_loss = 1.518073 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000645, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001846, iou_loss = 0.000000, total_loss = 0.001846 \n",
" total_bbox = 33576, rewritten_bbox = 0.276984 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 420: 0.816939, 0.904320 avg loss, 0.000081 rate, 0.705226 seconds, 26880 images, 0.721241 hours left\n",
"Loaded: 0.000057 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.445829, GIOU: 0.355892), Class: 0.548604, Obj: 0.068412, No Obj: 0.002462, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.659109, iou_loss = 0.217644, total_loss = 1.876753 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001325, iou_loss = 0.000000, total_loss = 0.001325 \n",
" total_bbox = 33581, rewritten_bbox = 0.276942 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427824, GIOU: 0.374608), Class: 0.573856, Obj: 0.059441, No Obj: 0.002868, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.034965, iou_loss = 0.107156, total_loss = 1.142121 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.278726, GIOU: 0.048324), Class: 0.280393, Obj: 0.000582, No Obj: 0.000592, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.448879, iou_loss = 0.038918, total_loss = 0.487797 \n",
" total_bbox = 33585, rewritten_bbox = 0.276909 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.229792, GIOU: -0.005333), Class: 0.464280, Obj: 0.029125, No Obj: 0.002380, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.454657, iou_loss = 0.006656, total_loss = 1.461313 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.283040, GIOU: 0.283040), Class: 0.685002, Obj: 0.002836, No Obj: 0.000595, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.289785, iou_loss = 0.068867, total_loss = 0.358651 \n",
" total_bbox = 33590, rewritten_bbox = 0.276868 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.247880, GIOU: 0.247410), Class: 0.635245, Obj: 0.058016, No Obj: 0.002189, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.895015, iou_loss = 0.047441, total_loss = 0.942456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.146233, GIOU: -0.384906), Class: 0.531756, Obj: 0.000492, No Obj: 0.000642, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.395124, iou_loss = 0.007769, total_loss = 0.402894 \n",
" total_bbox = 33594, rewritten_bbox = 0.276835 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.451968, GIOU: 0.451968), Class: 0.487447, Obj: 0.012101, No Obj: 0.002032, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.443681, iou_loss = 0.015573, total_loss = 0.459253 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.351429, GIOU: 0.190376), Class: 0.571124, Obj: 0.004984, No Obj: 0.000671, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.024434, iou_loss = 0.512557, total_loss = 1.536991 \n",
" total_bbox = 33598, rewritten_bbox = 0.276802 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435081, GIOU: 0.372807), Class: 0.491531, Obj: 0.071209, No Obj: 0.003431, .5R: 0.333333, .75R: 0.111111, count: 9, class_loss = 3.184557, iou_loss = 0.188781, total_loss = 3.373338 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.420782, GIOU: 0.420782), Class: 0.556831, Obj: 0.000984, No Obj: 0.000647, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.342495, iou_loss = 0.152995, total_loss = 0.495489 \n",
" total_bbox = 33608, rewritten_bbox = 0.276720 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.239264, GIOU: 0.196864), Class: 0.383167, Obj: 0.002685, No Obj: 0.002282, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.174955, iou_loss = 0.006768, total_loss = 1.181723 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.461576, GIOU: 0.420754), Class: 0.601472, Obj: 0.000411, No Obj: 0.000602, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.316024, iou_loss = 0.545265, total_loss = 0.861289 \n",
" total_bbox = 33612, rewritten_bbox = 0.276687 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.521127, GIOU: 0.521127), Class: 0.512605, Obj: 0.045512, No Obj: 0.003063, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.459160, iou_loss = 0.021916, total_loss = 1.481076 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000603, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001446, iou_loss = 0.000000, total_loss = 0.001446 \n",
" total_bbox = 33616, rewritten_bbox = 0.276654 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392226, GIOU: 0.353427), Class: 0.490287, Obj: 0.039295, No Obj: 0.002763, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.125622, iou_loss = 0.019113, total_loss = 1.144735 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.626675, GIOU: 0.582628), Class: 0.540735, Obj: 0.009903, No Obj: 0.000605, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.664196, iou_loss = 0.995953, total_loss = 1.660148 \n",
" total_bbox = 33621, rewritten_bbox = 0.276613 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464996, GIOU: 0.463947), Class: 0.520385, Obj: 0.019868, No Obj: 0.002251, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.453457, iou_loss = 0.058413, total_loss = 1.511870 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000601, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001351, iou_loss = 0.000000, total_loss = 0.001351 \n",
" total_bbox = 33625, rewritten_bbox = 0.276580 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.450683, GIOU: 0.404321), Class: 0.465907, Obj: 0.027051, No Obj: 0.002218, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.836798, iou_loss = 0.149928, total_loss = 1.986726 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000624, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001851, iou_loss = 0.000000, total_loss = 0.001851 \n",
" total_bbox = 33630, rewritten_bbox = 0.276539 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.239031, GIOU: -0.017198), Class: 0.560947, Obj: 0.011534, No Obj: 0.002020, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.525598, iou_loss = 0.013110, total_loss = 1.538708 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.337503, GIOU: 0.160250), Class: 0.458386, Obj: 0.001754, No Obj: 0.000650, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384009, iou_loss = 2.889205, total_loss = 3.273214 \n",
" total_bbox = 33635, rewritten_bbox = 0.276498 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345832, GIOU: 0.238895), Class: 0.602248, Obj: 0.134791, No Obj: 0.003504, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.228346, iou_loss = 0.025336, total_loss = 1.253682 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000620, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002369, iou_loss = 0.000000, total_loss = 0.002369 \n",
" total_bbox = 33639, rewritten_bbox = 0.276465 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.350507, GIOU: 0.268173), Class: 0.604764, Obj: 0.033730, No Obj: 0.002652, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.476519, iou_loss = 0.010598, total_loss = 1.487116 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000564, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001093, iou_loss = 0.000000, total_loss = 0.001093 \n",
" total_bbox = 33643, rewritten_bbox = 0.276432 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271121, GIOU: 0.007622), Class: 0.442657, Obj: 0.074798, No Obj: 0.002583, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.756440, iou_loss = 0.012680, total_loss = 1.769120 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.328663, GIOU: 0.301207), Class: 0.600153, Obj: 0.001861, No Obj: 0.000649, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.688761, iou_loss = 0.972403, total_loss = 1.661163 \n",
" total_bbox = 33650, rewritten_bbox = 0.276374 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419242, GIOU: 0.379922), Class: 0.582429, Obj: 0.043009, No Obj: 0.002694, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.353755, iou_loss = 0.119155, total_loss = 1.472910 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.314320, GIOU: 0.066126), Class: 0.406955, Obj: 0.010841, No Obj: 0.000624, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.227283, iou_loss = 2.845667, total_loss = 4.072950 \n",
" total_bbox = 33657, rewritten_bbox = 0.276317 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 421: 0.910692, 0.904957 avg loss, 0.000082 rate, 0.736487 seconds, 26944 images, 0.721043 hours left\n",
"Loaded: 0.000062 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332007, GIOU: 0.258491), Class: 0.480307, Obj: 0.044993, No Obj: 0.002581, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.839677, iou_loss = 0.026209, total_loss = 1.865886 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000602, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001382, iou_loss = 0.000000, total_loss = 0.001382 \n",
" total_bbox = 33662, rewritten_bbox = 0.276276 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.190658, GIOU: 0.067932), Class: 0.562732, Obj: 0.013340, No Obj: 0.001957, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.066829, iou_loss = 0.001592, total_loss = 1.068421 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.376798, GIOU: 0.286004), Class: 0.478698, Obj: 0.000492, No Obj: 0.000577, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.443772, iou_loss = 0.113057, total_loss = 0.556830 \n",
" total_bbox = 33666, rewritten_bbox = 0.276243 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.489109, GIOU: 0.434512), Class: 0.378526, Obj: 0.015057, No Obj: 0.002873, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 2.019035, iou_loss = 0.044898, total_loss = 2.063933 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000577, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001815, iou_loss = 0.000000, total_loss = 0.001815 \n",
" total_bbox = 33671, rewritten_bbox = 0.276202 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424056, GIOU: 0.331047), Class: 0.516122, Obj: 0.039827, No Obj: 0.002350, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.963761, iou_loss = 0.009065, total_loss = 0.972826 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353447, GIOU: 0.173356), Class: 0.487457, Obj: 0.027334, No Obj: 0.000612, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.026291, iou_loss = 1.803989, total_loss = 2.830280 \n",
" total_bbox = 33677, rewritten_bbox = 0.276153 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.577060, GIOU: 0.576918), Class: 0.468861, Obj: 0.034069, No Obj: 0.002404, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.159317, iou_loss = 0.034513, total_loss = 1.193831 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.424187, GIOU: 0.271611), Class: 0.613525, Obj: 0.007779, No Obj: 0.000573, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347200, iou_loss = 0.086035, total_loss = 0.433235 \n",
" total_bbox = 33681, rewritten_bbox = 0.276120 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376128, GIOU: 0.208553), Class: 0.460637, Obj: 0.033795, No Obj: 0.002640, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.232350, iou_loss = 0.061634, total_loss = 2.293984 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000609, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001528, iou_loss = 0.000000, total_loss = 0.001528 \n",
" total_bbox = 33687, rewritten_bbox = 0.276071 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.404793, GIOU: 0.274508), Class: 0.569831, Obj: 0.013295, No Obj: 0.002221, .5R: 0.166667, .75R: 0.166667, count: 6, class_loss = 2.136232, iou_loss = 0.029573, total_loss = 2.165806 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000588, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001533, iou_loss = 0.000000, total_loss = 0.001533 \n",
" total_bbox = 33693, rewritten_bbox = 0.276022 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390033, GIOU: 0.313834), Class: 0.640920, Obj: 0.029174, No Obj: 0.002462, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.705368, iou_loss = 0.048280, total_loss = 1.753648 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000593, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001767, iou_loss = 0.000000, total_loss = 0.001767 \n",
" total_bbox = 33698, rewritten_bbox = 0.275981 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.379677, GIOU: 0.238748), Class: 0.403829, Obj: 0.061576, No Obj: 0.002547, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.947217, iou_loss = 0.050546, total_loss = 1.997763 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000565, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001166, iou_loss = 0.000000, total_loss = 0.001166 \n",
" total_bbox = 33703, rewritten_bbox = 0.275940 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442976, GIOU: 0.377085), Class: 0.565068, Obj: 0.020949, No Obj: 0.002330, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.042491, iou_loss = 0.060388, total_loss = 1.102879 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.411632, GIOU: 0.346624), Class: 0.553918, Obj: 0.002307, No Obj: 0.000593, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.677271, iou_loss = 0.443215, total_loss = 1.120486 \n",
" total_bbox = 33708, rewritten_bbox = 0.275899 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.494306, GIOU: 0.494133), Class: 0.490316, Obj: 0.091701, No Obj: 0.003298, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.338694, iou_loss = 0.022207, total_loss = 1.360901 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.589688, GIOU: 0.546338), Class: 0.533238, Obj: 0.006663, No Obj: 0.000622, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.340831, iou_loss = 0.285529, total_loss = 0.626359 \n",
" total_bbox = 33713, rewritten_bbox = 0.275858 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346423, GIOU: 0.313491), Class: 0.568918, Obj: 0.037213, No Obj: 0.002810, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.832072, iou_loss = 0.051548, total_loss = 1.883620 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.404052, GIOU: 0.346897), Class: 0.505286, Obj: 0.016031, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379418, iou_loss = 0.159153, total_loss = 0.538571 \n",
" total_bbox = 33719, rewritten_bbox = 0.275809 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382868, GIOU: 0.323127), Class: 0.555367, Obj: 0.028962, No Obj: 0.002548, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.707359, iou_loss = 0.054044, total_loss = 1.761403 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.536997, GIOU: 0.524104), Class: 0.692203, Obj: 0.002169, No Obj: 0.000594, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.349699, iou_loss = 1.113938, total_loss = 1.463637 \n",
" total_bbox = 33725, rewritten_bbox = 0.275760 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.267756, GIOU: 0.068012), Class: 0.571918, Obj: 0.032899, No Obj: 0.002516, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.353267, iou_loss = 0.011750, total_loss = 1.365016 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001364, iou_loss = 0.000000, total_loss = 0.001364 \n",
" total_bbox = 33729, rewritten_bbox = 0.275727 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.375498, GIOU: 0.314129), Class: 0.438035, Obj: 0.015136, No Obj: 0.002625, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.549089, iou_loss = 0.122213, total_loss = 1.671302 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.343344, GIOU: 0.159512), Class: 0.492951, Obj: 0.002764, No Obj: 0.000630, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355112, iou_loss = 0.039392, total_loss = 0.394503 \n",
" total_bbox = 33734, rewritten_bbox = 0.275686 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.503175, GIOU: 0.490643), Class: 0.476556, Obj: 0.017998, No Obj: 0.002327, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.521850, iou_loss = 0.079396, total_loss = 1.601245 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.535516, GIOU: 0.521005), Class: 0.439610, Obj: 0.000648, No Obj: 0.000596, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.432055, iou_loss = 0.446754, total_loss = 0.878809 \n",
" total_bbox = 33739, rewritten_bbox = 0.275645 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 422: 0.938536, 0.908315 avg loss, 0.000083 rate, 0.700726 seconds, 27008 images, 0.721155 hours left\n",
"Loaded: 0.000054 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.323860, GIOU: 0.248703), Class: 0.501582, Obj: 0.019487, No Obj: 0.003100, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.159040, iou_loss = 0.046592, total_loss = 2.205633 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000555, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001068, iou_loss = 0.000000, total_loss = 0.001068 \n",
" total_bbox = 33745, rewritten_bbox = 0.275596 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.334580, GIOU: 0.200542), Class: 0.599173, Obj: 0.047568, No Obj: 0.002385, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.010307, iou_loss = 0.016174, total_loss = 1.026481 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.081950, GIOU: -0.638007), Class: 0.611733, Obj: 0.001011, No Obj: 0.000583, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.361799, iou_loss = 0.005801, total_loss = 0.367600 \n",
" total_bbox = 33749, rewritten_bbox = 0.275564 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.377785, GIOU: 0.297438), Class: 0.450692, Obj: 0.031236, No Obj: 0.002633, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.876021, iou_loss = 0.082180, total_loss = 1.958201 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.381639, GIOU: 0.362785), Class: 0.387052, Obj: 0.014858, No Obj: 0.000635, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.016560, iou_loss = 1.772059, total_loss = 3.788619 \n",
" total_bbox = 33759, rewritten_bbox = 0.275482 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.285640, GIOU: 0.065537), Class: 0.749279, Obj: 0.129075, No Obj: 0.003167, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.063401, iou_loss = 0.026464, total_loss = 1.089865 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000670, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002471, iou_loss = 0.000000, total_loss = 0.002471 \n",
" total_bbox = 33763, rewritten_bbox = 0.275449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.504432, GIOU: 0.484469), Class: 0.459831, Obj: 0.050383, No Obj: 0.003108, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.899252, iou_loss = 0.078336, total_loss = 1.977588 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000591, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001385, iou_loss = 0.000000, total_loss = 0.001385 \n",
" total_bbox = 33768, rewritten_bbox = 0.275409 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.296111, GIOU: 0.130574), Class: 0.441023, Obj: 0.027150, No Obj: 0.002842, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.938116, iou_loss = 0.074490, total_loss = 2.012606 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.365269, GIOU: 0.304064), Class: 0.478075, Obj: 0.001211, No Obj: 0.000583, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.164056, iou_loss = 1.091471, total_loss = 2.255527 \n",
" total_bbox = 33776, rewritten_bbox = 0.275343 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.239830, GIOU: 0.129651), Class: 0.565175, Obj: 0.012707, No Obj: 0.002290, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.035296, iou_loss = 0.004887, total_loss = 1.040183 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.436367, GIOU: 0.386405), Class: 0.503897, Obj: 0.003762, No Obj: 0.000614, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.729589, iou_loss = 0.277774, total_loss = 1.007363 \n",
" total_bbox = 33781, rewritten_bbox = 0.275303 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345412, GIOU: 0.297758), Class: 0.620579, Obj: 0.066269, No Obj: 0.003146, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.053927, iou_loss = 0.013768, total_loss = 1.067696 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.155390, GIOU: -0.046244), Class: 0.352928, Obj: 0.003242, No Obj: 0.000605, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.229554, iou_loss = 3.074447, total_loss = 4.304002 \n",
" total_bbox = 33787, rewritten_bbox = 0.275254 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.333194, GIOU: 0.333041), Class: 0.586809, Obj: 0.024878, No Obj: 0.002467, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.290125, iou_loss = 0.011409, total_loss = 1.301534 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000608, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001488, iou_loss = 0.000000, total_loss = 0.001488 \n",
" total_bbox = 33792, rewritten_bbox = 0.278172 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382739, GIOU: 0.361995), Class: 0.454460, Obj: 0.022747, No Obj: 0.002306, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.612408, iou_loss = 0.043674, total_loss = 1.656083 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000561, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001290, iou_loss = 0.000000, total_loss = 0.001290 \n",
" total_bbox = 33796, rewritten_bbox = 0.278139 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370136, GIOU: 0.242444), Class: 0.662819, Obj: 0.053307, No Obj: 0.002545, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.145937, iou_loss = 0.078100, total_loss = 1.224037 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.391613, GIOU: 0.211481), Class: 0.468546, Obj: 0.001493, No Obj: 0.000648, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.592755, iou_loss = 1.170506, total_loss = 2.763260 \n",
" total_bbox = 33804, rewritten_bbox = 0.278074 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.401834, GIOU: 0.392546), Class: 0.421288, Obj: 0.015453, No Obj: 0.002079, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.977928, iou_loss = 0.124702, total_loss = 2.102630 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.362512, GIOU: 0.206518), Class: 0.493214, Obj: 0.002193, No Obj: 0.000569, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.207615, iou_loss = 0.638410, total_loss = 1.846025 \n",
" total_bbox = 33812, rewritten_bbox = 0.278008 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.290879, GIOU: 0.138185), Class: 0.517877, Obj: 0.046677, No Obj: 0.002484, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.446591, iou_loss = 0.015044, total_loss = 1.461635 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000574, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001223, iou_loss = 0.000000, total_loss = 0.001223 \n",
" total_bbox = 33816, rewritten_bbox = 0.277975 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.414549, GIOU: 0.341714), Class: 0.487008, Obj: 0.042055, No Obj: 0.002655, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.132157, iou_loss = 0.100784, total_loss = 1.232941 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.510503, GIOU: 0.405618), Class: 0.635719, Obj: 0.001514, No Obj: 0.000610, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.320444, iou_loss = 0.131768, total_loss = 0.452212 \n",
" total_bbox = 33820, rewritten_bbox = 0.277942 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.496837, GIOU: 0.436271), Class: 0.387205, Obj: 0.047140, No Obj: 0.002497, .5R: 0.400000, .75R: 0.400000, count: 5, class_loss = 1.917870, iou_loss = 0.068087, total_loss = 1.985957 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001209, iou_loss = 0.000000, total_loss = 0.001209 \n",
" total_bbox = 33825, rewritten_bbox = 0.277901 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308157, GIOU: 0.162782), Class: 0.680061, Obj: 0.014250, No Obj: 0.002383, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.712079, iou_loss = 0.013672, total_loss = 1.725751 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000571, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001265, iou_loss = 0.000000, total_loss = 0.001265 \n",
" total_bbox = 33830, rewritten_bbox = 0.277860 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 423: 1.036793, 0.921163 avg loss, 0.000084 rate, 0.708526 seconds, 27072 images, 0.720908 hours left\n",
"Loaded: 0.000061 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390450, GIOU: 0.320279), Class: 0.646752, Obj: 0.078730, No Obj: 0.002741, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.241347, iou_loss = 0.015595, total_loss = 1.256942 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000566, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001302, iou_loss = 0.000000, total_loss = 0.001302 \n",
" total_bbox = 33834, rewritten_bbox = 0.277827 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.228781, GIOU: 0.155193), Class: 0.535306, Obj: 0.009501, No Obj: 0.002285, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.443385, iou_loss = 0.004351, total_loss = 1.447736 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000599, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001356, iou_loss = 0.000000, total_loss = 0.001356 \n",
" total_bbox = 33838, rewritten_bbox = 0.277794 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436390, GIOU: 0.360950), Class: 0.582317, Obj: 0.047037, No Obj: 0.002357, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.135185, iou_loss = 0.213354, total_loss = 2.348540 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000614, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002810, iou_loss = 0.000000, total_loss = 0.002810 \n",
" total_bbox = 33844, rewritten_bbox = 0.277745 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352709, GIOU: 0.252176), Class: 0.615413, Obj: 0.031047, No Obj: 0.003021, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.048725, iou_loss = 0.086621, total_loss = 2.135346 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000593, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001369, iou_loss = 0.000000, total_loss = 0.001369 \n",
" total_bbox = 33850, rewritten_bbox = 0.277696 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.543079, GIOU: 0.504035), Class: 0.627453, Obj: 0.020446, No Obj: 0.002682, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.375877, iou_loss = 0.028217, total_loss = 1.404094 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.270057, GIOU: 0.258974), Class: 0.565315, Obj: 0.007693, No Obj: 0.000557, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.683772, iou_loss = 0.114037, total_loss = 0.797809 \n",
" total_bbox = 33856, rewritten_bbox = 0.277647 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.311675, GIOU: 0.241807), Class: 0.614975, Obj: 0.008927, No Obj: 0.002104, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.739927, iou_loss = 0.131160, total_loss = 1.871087 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000549, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001354, iou_loss = 0.000000, total_loss = 0.001354 \n",
" total_bbox = 33861, rewritten_bbox = 0.277606 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322441, GIOU: 0.283940), Class: 0.598339, Obj: 0.025788, No Obj: 0.002331, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.416138, iou_loss = 0.043404, total_loss = 1.459542 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000592, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001493, iou_loss = 0.000000, total_loss = 0.001493 \n",
" total_bbox = 33865, rewritten_bbox = 0.277573 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.469950, GIOU: 0.410313), Class: 0.697782, Obj: 0.045785, No Obj: 0.002326, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.016687, iou_loss = 0.049059, total_loss = 1.065745 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.218119, GIOU: -0.175733), Class: 0.573009, Obj: 0.000660, No Obj: 0.000583, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.380837, iou_loss = 0.018503, total_loss = 0.399340 \n",
" total_bbox = 33869, rewritten_bbox = 0.277540 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415117, GIOU: 0.394341), Class: 0.607766, Obj: 0.025619, No Obj: 0.002501, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.346380, iou_loss = 0.114322, total_loss = 2.460702 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.491995, GIOU: 0.356397), Class: 0.487500, Obj: 0.008162, No Obj: 0.000648, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.597806, iou_loss = 0.692060, total_loss = 2.289866 \n",
" total_bbox = 33880, rewritten_bbox = 0.277450 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.621645, GIOU: 0.610895), Class: 0.520218, Obj: 0.064062, No Obj: 0.002548, .5R: 0.750000, .75R: 0.500000, count: 4, class_loss = 1.289346, iou_loss = 0.033185, total_loss = 1.322530 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000555, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001170, iou_loss = 0.000000, total_loss = 0.001170 \n",
" total_bbox = 33884, rewritten_bbox = 0.277417 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.480820, GIOU: 0.462152), Class: 0.623431, Obj: 0.018898, No Obj: 0.002588, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.716232, iou_loss = 0.036779, total_loss = 1.753011 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001300, iou_loss = 0.000000, total_loss = 0.001300 \n",
" total_bbox = 33889, rewritten_bbox = 0.277376 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.518555, GIOU: 0.505354), Class: 0.428346, Obj: 0.038554, No Obj: 0.002791, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.535700, iou_loss = 0.060996, total_loss = 1.596696 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001437, iou_loss = 0.000000, total_loss = 0.001437 \n",
" total_bbox = 33893, rewritten_bbox = 0.277343 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392704, GIOU: 0.369137), Class: 0.408230, Obj: 0.020663, No Obj: 0.002571, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.546009, iou_loss = 0.010665, total_loss = 1.556675 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000608, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001560, iou_loss = 0.000000, total_loss = 0.001560 \n",
" total_bbox = 33897, rewritten_bbox = 0.277311 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.305122, GIOU: 0.206689), Class: 0.614869, Obj: 0.103176, No Obj: 0.002480, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.185962, iou_loss = 0.135561, total_loss = 1.321523 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.316605, GIOU: 0.226460), Class: 0.355502, Obj: 0.004976, No Obj: 0.000573, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.380914, iou_loss = 0.066846, total_loss = 0.447761 \n",
" total_bbox = 33902, rewritten_bbox = 0.277270 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398774, GIOU: 0.298875), Class: 0.688268, Obj: 0.018224, No Obj: 0.002397, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.992433, iou_loss = 0.007292, total_loss = 0.999725 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000581, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001189, iou_loss = 0.000000, total_loss = 0.001189 \n",
" total_bbox = 33905, rewritten_bbox = 0.277245 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362242, GIOU: 0.200724), Class: 0.494828, Obj: 0.019414, No Obj: 0.002918, .5R: 0.250000, .75R: 0.000000, count: 8, class_loss = 2.972554, iou_loss = 0.098683, total_loss = 3.071237 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001261, iou_loss = 0.000000, total_loss = 0.001261 \n",
" total_bbox = 33913, rewritten_bbox = 0.277180 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 424: 0.914859, 0.920533 avg loss, 0.000084 rate, 0.713326 seconds, 27136 images, 0.720740 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308720, GIOU: 0.282803), Class: 0.567359, Obj: 0.089176, No Obj: 0.002381, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.297325, iou_loss = 0.027365, total_loss = 1.324689 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001082, iou_loss = 0.000000, total_loss = 0.001082 \n",
" total_bbox = 33917, rewritten_bbox = 0.277147 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372434, GIOU: 0.302208), Class: 0.609020, Obj: 0.069213, No Obj: 0.002693, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 1.961579, iou_loss = 0.161822, total_loss = 2.123400 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.318178, GIOU: 0.059194), Class: 0.662644, Obj: 0.004451, No Obj: 0.000661, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.318092, iou_loss = 0.119951, total_loss = 0.438043 \n",
" total_bbox = 33924, rewritten_bbox = 0.277090 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.497506, GIOU: 0.467075), Class: 0.536914, Obj: 0.020280, No Obj: 0.002795, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.169338, iou_loss = 0.029029, total_loss = 1.198367 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000619, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001621, iou_loss = 0.000000, total_loss = 0.001621 \n",
" total_bbox = 33927, rewritten_bbox = 0.277065 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.454583, GIOU: 0.424591), Class: 0.407011, Obj: 0.031457, No Obj: 0.002779, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.917600, iou_loss = 0.089213, total_loss = 2.006813 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000575, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001414, iou_loss = 0.000000, total_loss = 0.001414 \n",
" total_bbox = 33932, rewritten_bbox = 0.277025 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.271436, GIOU: -0.019159), Class: 0.642615, Obj: 0.021423, No Obj: 0.002483, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.991409, iou_loss = 0.006010, total_loss = 0.997419 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.424763, GIOU: 0.263378), Class: 0.658236, Obj: 0.002416, No Obj: 0.000588, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.333089, iou_loss = 0.257424, total_loss = 0.590514 \n",
" total_bbox = 33936, rewritten_bbox = 0.276992 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.555171, GIOU: 0.506649), Class: 0.510191, Obj: 0.053549, No Obj: 0.002622, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.360900, iou_loss = 0.026161, total_loss = 1.387061 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000586, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002555, iou_loss = 0.000000, total_loss = 0.002555 \n",
" total_bbox = 33940, rewritten_bbox = 0.276959 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.386387, GIOU: 0.287011), Class: 0.602479, Obj: 0.026072, No Obj: 0.001957, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.687130, iou_loss = 0.012802, total_loss = 0.699932 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.297426, GIOU: 0.286947), Class: 0.693768, Obj: 0.015388, No Obj: 0.000614, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.670548, iou_loss = 0.224577, total_loss = 0.895125 \n",
" total_bbox = 33944, rewritten_bbox = 0.276927 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.324064, GIOU: 0.251443), Class: 0.542498, Obj: 0.036772, No Obj: 0.002713, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.500797, iou_loss = 0.073040, total_loss = 1.573836 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000593, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001318, iou_loss = 0.000000, total_loss = 0.001318 \n",
" total_bbox = 33948, rewritten_bbox = 0.276894 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.509907, GIOU: 0.398741), Class: 0.564291, Obj: 0.020987, No Obj: 0.002636, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.121603, iou_loss = 0.023649, total_loss = 1.145252 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.275285, GIOU: 0.220956), Class: 0.581816, Obj: 0.010682, No Obj: 0.000641, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.649908, iou_loss = 0.126382, total_loss = 0.776291 \n",
" total_bbox = 33953, rewritten_bbox = 0.276853 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442302, GIOU: 0.347790), Class: 0.507314, Obj: 0.015730, No Obj: 0.002273, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.489919, iou_loss = 0.083093, total_loss = 1.573012 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000589, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001643, iou_loss = 0.000000, total_loss = 0.001643 \n",
" total_bbox = 33957, rewritten_bbox = 0.276821 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.454978, GIOU: 0.439194), Class: 0.450614, Obj: 0.026630, No Obj: 0.002526, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.933031, iou_loss = 0.095463, total_loss = 2.028494 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000582, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001261, iou_loss = 0.000000, total_loss = 0.001261 \n",
" total_bbox = 33962, rewritten_bbox = 0.276780 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313785, GIOU: 0.141186), Class: 0.338856, Obj: 0.029380, No Obj: 0.002455, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.336304, iou_loss = 0.007247, total_loss = 1.343551 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.071524, GIOU: -0.627241), Class: 0.217403, Obj: 0.001791, No Obj: 0.000655, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.471242, iou_loss = 0.002007, total_loss = 0.473249 \n",
" total_bbox = 33966, rewritten_bbox = 0.276747 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.434475, GIOU: 0.375181), Class: 0.582258, Obj: 0.021948, No Obj: 0.002626, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 1.986958, iou_loss = 0.183202, total_loss = 2.170160 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.524062, GIOU: 0.465496), Class: 0.329818, Obj: 0.001827, No Obj: 0.000621, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.512197, iou_loss = 0.365070, total_loss = 0.877266 \n",
" total_bbox = 33973, rewritten_bbox = 0.276690 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427714, GIOU: 0.425348), Class: 0.463420, Obj: 0.040533, No Obj: 0.002882, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.451904, iou_loss = 0.032735, total_loss = 1.484639 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000576, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001383, iou_loss = 0.000000, total_loss = 0.001383 \n",
" total_bbox = 33977, rewritten_bbox = 0.276658 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477077, GIOU: 0.412145), Class: 0.597264, Obj: 0.047398, No Obj: 0.002269, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.579668, iou_loss = 0.103629, total_loss = 1.683296 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001164, iou_loss = 0.000000, total_loss = 0.001164 \n",
" total_bbox = 33982, rewritten_bbox = 0.276617 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.314824, GIOU: 0.193849), Class: 0.621379, Obj: 0.009322, No Obj: 0.002847, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.480692, iou_loss = 0.030306, total_loss = 1.510998 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.161746, GIOU: -0.043222), Class: 0.483656, Obj: 0.001965, No Obj: 0.000639, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.542509, iou_loss = 2.521203, total_loss = 4.063712 \n",
" total_bbox = 33990, rewritten_bbox = 0.276552 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 425: 0.875902, 0.916070 avg loss, 0.000085 rate, 0.688588 seconds, 27200 images, 0.720619 hours left\n",
"Loaded: 0.000037 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392201, GIOU: 0.356895), Class: 0.524404, Obj: 0.073009, No Obj: 0.002903, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.469262, iou_loss = 0.037421, total_loss = 1.506683 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000610, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.008376, iou_loss = 0.000000, total_loss = 0.008376 \n",
" total_bbox = 33994, rewritten_bbox = 0.276519 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.461021, GIOU: 0.443890), Class: 0.535533, Obj: 0.043182, No Obj: 0.002791, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.835362, iou_loss = 0.161775, total_loss = 1.997138 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000581, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002439, iou_loss = 0.000000, total_loss = 0.002439 \n",
" total_bbox = 33999, rewritten_bbox = 0.276479 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.207393, GIOU: 0.075739), Class: 0.426399, Obj: 0.051049, No Obj: 0.003505, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.667252, iou_loss = 0.012556, total_loss = 1.679808 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.384037, GIOU: 0.246507), Class: 0.526446, Obj: 0.009551, No Obj: 0.000590, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.340666, iou_loss = 0.220396, total_loss = 0.561062 \n",
" total_bbox = 34004, rewritten_bbox = 0.276438 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.202685, GIOU: 0.067183), Class: 0.596909, Obj: 0.017492, No Obj: 0.002050, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.562018, iou_loss = 0.016446, total_loss = 1.578465 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000578, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001188, iou_loss = 0.000000, total_loss = 0.001188 \n",
" total_bbox = 34008, rewritten_bbox = 0.276406 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.430664, GIOU: 0.425334), Class: 0.453802, Obj: 0.112469, No Obj: 0.002467, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.058325, iou_loss = 0.096380, total_loss = 1.154704 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.277502, GIOU: 0.213883), Class: 0.558272, Obj: 0.007695, No Obj: 0.000598, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.679262, iou_loss = 0.740748, total_loss = 1.420010 \n",
" total_bbox = 34013, rewritten_bbox = 0.276365 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.425543, GIOU: 0.365024), Class: 0.482180, Obj: 0.064598, No Obj: 0.003523, .5R: 0.428571, .75R: 0.142857, count: 7, class_loss = 2.487886, iou_loss = 0.131746, total_loss = 2.619632 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000573, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001768, iou_loss = 0.000000, total_loss = 0.001768 \n",
" total_bbox = 34020, rewritten_bbox = 0.276308 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427740, GIOU: 0.414319), Class: 0.447725, Obj: 0.041008, No Obj: 0.002885, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.596977, iou_loss = 0.056868, total_loss = 1.653845 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.553590, GIOU: 0.545782), Class: 0.630936, Obj: 0.000733, No Obj: 0.000606, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.335374, iou_loss = 1.000292, total_loss = 1.335666 \n",
" total_bbox = 34025, rewritten_bbox = 0.276267 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307250, GIOU: 0.249539), Class: 0.518718, Obj: 0.028418, No Obj: 0.002259, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.129545, iou_loss = 0.007799, total_loss = 1.137343 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.255872, GIOU: 0.164137), Class: 0.374985, Obj: 0.001456, No Obj: 0.000572, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.281410, iou_loss = 2.461295, total_loss = 3.742705 \n",
" total_bbox = 34032, rewritten_bbox = 0.279149 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.390083, GIOU: 0.229594), Class: 0.410931, Obj: 0.036308, No Obj: 0.002482, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.783410, iou_loss = 0.019873, total_loss = 0.803283 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.597390, GIOU: 0.591842), Class: 0.482609, Obj: 0.003448, No Obj: 0.000657, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.422386, iou_loss = 0.246225, total_loss = 0.668611 \n",
" total_bbox = 34035, rewritten_bbox = 0.279124 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.441128, GIOU: 0.419937), Class: 0.523783, Obj: 0.066035, No Obj: 0.003267, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.890080, iou_loss = 0.034384, total_loss = 1.924464 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.288897, GIOU: 0.093108), Class: 0.611097, Obj: 0.000585, No Obj: 0.000551, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.309809, iou_loss = 0.045240, total_loss = 0.355050 \n",
" total_bbox = 34041, rewritten_bbox = 0.279075 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.248988, GIOU: 0.195564), Class: 0.535073, Obj: 0.069732, No Obj: 0.002351, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.653247, iou_loss = 0.010636, total_loss = 0.663883 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.364555, GIOU: 0.348718), Class: 0.527126, Obj: 0.012150, No Obj: 0.000555, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.771111, iou_loss = 0.422783, total_loss = 1.193894 \n",
" total_bbox = 34045, rewritten_bbox = 0.279042 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.327211, GIOU: 0.299218), Class: 0.466798, Obj: 0.024603, No Obj: 0.002575, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.883320, iou_loss = 0.026603, total_loss = 1.909923 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000586, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001332, iou_loss = 0.000000, total_loss = 0.001332 \n",
" total_bbox = 34050, rewritten_bbox = 0.279001 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402827, GIOU: 0.343081), Class: 0.482601, Obj: 0.034786, No Obj: 0.003004, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.892732, iou_loss = 0.050917, total_loss = 1.943648 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000582, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001560, iou_loss = 0.000000, total_loss = 0.001560 \n",
" total_bbox = 34055, rewritten_bbox = 0.278960 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352992, GIOU: 0.297224), Class: 0.553290, Obj: 0.113647, No Obj: 0.002361, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.223522, iou_loss = 0.045247, total_loss = 1.268769 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000609, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004728, iou_loss = 0.000000, total_loss = 0.004728 \n",
" total_bbox = 34059, rewritten_bbox = 0.278928 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477742, GIOU: 0.477742), Class: 0.283729, Obj: 0.016489, No Obj: 0.002412, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.464741, iou_loss = 0.003531, total_loss = 0.468272 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.218232, GIOU: -0.074546), Class: 0.477427, Obj: 0.001075, No Obj: 0.000605, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.194476, iou_loss = 0.190099, total_loss = 1.384575 \n",
" total_bbox = 34063, rewritten_bbox = 0.278895 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.378020, GIOU: 0.355393), Class: 0.535925, Obj: 0.029897, No Obj: 0.002568, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.404416, iou_loss = 0.056885, total_loss = 1.461301 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001866, iou_loss = 0.000000, total_loss = 0.001866 \n",
" total_bbox = 34067, rewritten_bbox = 0.278862 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 426: 0.894550, 0.913918 avg loss, 0.000086 rate, 0.731823 seconds, 27264 images, 0.720251 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393707, GIOU: 0.196391), Class: 0.601279, Obj: 0.030478, No Obj: 0.002646, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.397872, iou_loss = 0.015178, total_loss = 1.413050 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.349595, GIOU: 0.149060), Class: 0.278666, Obj: 0.004354, No Obj: 0.000573, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.477126, iou_loss = 0.042318, total_loss = 0.519444 \n",
" total_bbox = 34072, rewritten_bbox = 0.278821 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.283102, GIOU: 0.214466), Class: 0.550983, Obj: 0.021405, No Obj: 0.002135, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.414251, iou_loss = 0.041798, total_loss = 1.456049 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.543042, GIOU: 0.533184), Class: 0.443858, Obj: 0.019305, No Obj: 0.000621, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.791715, iou_loss = 2.135986, total_loss = 2.927701 \n",
" total_bbox = 34078, rewritten_bbox = 0.278772 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422901, GIOU: 0.338813), Class: 0.501992, Obj: 0.036967, No Obj: 0.003051, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.373684, iou_loss = 0.047596, total_loss = 1.421280 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.574063, GIOU: 0.507293), Class: 0.471391, Obj: 0.020809, No Obj: 0.000588, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.383839, iou_loss = 0.191494, total_loss = 0.575333 \n",
" total_bbox = 34083, rewritten_bbox = 0.278731 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277695, GIOU: 0.097304), Class: 0.521690, Obj: 0.011254, No Obj: 0.002401, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.841493, iou_loss = 0.008196, total_loss = 1.849689 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.408347, GIOU: 0.347784), Class: 0.473238, Obj: 0.010783, No Obj: 0.000591, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.145185, iou_loss = 0.587002, total_loss = 1.732186 \n",
" total_bbox = 34091, rewritten_bbox = 0.278666 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319550, GIOU: 0.098757), Class: 0.731243, Obj: 0.048738, No Obj: 0.002836, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.644415, iou_loss = 0.008144, total_loss = 0.652559 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.309474, GIOU: 0.251788), Class: 0.501639, Obj: 0.002306, No Obj: 0.000566, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.175412, iou_loss = 0.347000, total_loss = 1.522412 \n",
" total_bbox = 34096, rewritten_bbox = 0.278625 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.516133, GIOU: 0.448891), Class: 0.434356, Obj: 0.031133, No Obj: 0.002586, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.607640, iou_loss = 0.050418, total_loss = 1.658058 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.085815, GIOU: -0.527241), Class: 0.654491, Obj: 0.000524, No Obj: 0.000556, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.363069, iou_loss = 0.006915, total_loss = 0.369984 \n",
" total_bbox = 34101, rewritten_bbox = 0.278584 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.419500, GIOU: 0.283248), Class: 0.538130, Obj: 0.020902, No Obj: 0.002153, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.709121, iou_loss = 0.204845, total_loss = 1.913966 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000609, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001646, iou_loss = 0.000000, total_loss = 0.001646 \n",
" total_bbox = 34106, rewritten_bbox = 0.278543 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.341177, GIOU: 0.303164), Class: 0.454071, Obj: 0.023649, No Obj: 0.002714, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.629701, iou_loss = 0.119155, total_loss = 1.748856 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.256557, GIOU: 0.010610), Class: 0.419407, Obj: 0.000708, No Obj: 0.000615, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.432944, iou_loss = 0.090198, total_loss = 0.523142 \n",
" total_bbox = 34111, rewritten_bbox = 0.278503 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349766, GIOU: 0.321142), Class: 0.633529, Obj: 0.026905, No Obj: 0.002713, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.310549, iou_loss = 0.074571, total_loss = 1.385119 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.131651, GIOU: -0.457128), Class: 0.393077, Obj: 0.000689, No Obj: 0.000552, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.371571, iou_loss = 0.004849, total_loss = 0.376420 \n",
" total_bbox = 34116, rewritten_bbox = 0.278462 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319603, GIOU: 0.159915), Class: 0.464746, Obj: 0.027103, No Obj: 0.002319, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.224234, iou_loss = 0.016034, total_loss = 1.240268 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353552, GIOU: 0.353552), Class: 0.567497, Obj: 0.000944, No Obj: 0.000553, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.710306, iou_loss = 0.573297, total_loss = 1.283603 \n",
" total_bbox = 34121, rewritten_bbox = 0.278421 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.308302, GIOU: 0.137081), Class: 0.539379, Obj: 0.029974, No Obj: 0.002051, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.466685, iou_loss = 0.076637, total_loss = 1.543321 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.467355, GIOU: 0.408620), Class: 0.486702, Obj: 0.014520, No Obj: 0.000638, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.481870, iou_loss = 1.135525, total_loss = 2.617396 \n",
" total_bbox = 34129, rewritten_bbox = 0.278356 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.330891, GIOU: 0.152298), Class: 0.493220, Obj: 0.028747, No Obj: 0.002104, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.163554, iou_loss = 0.077931, total_loss = 2.241486 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000586, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001506, iou_loss = 0.000000, total_loss = 0.001506 \n",
" total_bbox = 34135, rewritten_bbox = 0.278307 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313804, GIOU: 0.313804), Class: 0.693745, Obj: 0.068074, No Obj: 0.002777, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.190110, iou_loss = 0.008846, total_loss = 1.198956 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000621, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003680, iou_loss = 0.000000, total_loss = 0.003680 \n",
" total_bbox = 34139, rewritten_bbox = 0.278274 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422168, GIOU: 0.338282), Class: 0.568402, Obj: 0.018742, No Obj: 0.002804, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.677587, iou_loss = 0.068080, total_loss = 1.745667 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000699, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001867, iou_loss = 0.000000, total_loss = 0.001867 \n",
" total_bbox = 34144, rewritten_bbox = 0.278233 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.208718, GIOU: 0.054193), Class: 0.534277, Obj: 0.012158, No Obj: 0.002434, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.896798, iou_loss = 0.019318, total_loss = 1.916116 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000618, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002313, iou_loss = 0.000000, total_loss = 0.002313 \n",
" total_bbox = 34149, rewritten_bbox = 0.278193 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.558017, GIOU: 0.533108), Class: 0.479417, Obj: 0.051859, No Obj: 0.002559, .5R: 0.800000, .75R: 0.000000, count: 5, class_loss = 1.714470, iou_loss = 0.159707, total_loss = 1.874177 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000595, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001885, iou_loss = 0.000000, total_loss = 0.001885 \n",
" total_bbox = 34154, rewritten_bbox = 0.278152 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 427: 0.996905, 0.922216 avg loss, 0.000087 rate, 0.710928 seconds, 27328 images, 0.720315 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.474641, GIOU: 0.426445), Class: 0.627135, Obj: 0.098010, No Obj: 0.002969, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.230213, iou_loss = 0.084448, total_loss = 1.314661 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.370389, GIOU: 0.348476), Class: 0.427558, Obj: 0.006048, No Obj: 0.000599, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.818616, iou_loss = 0.999405, total_loss = 1.818020 \n",
" total_bbox = 34160, rewritten_bbox = 0.278103 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484992, GIOU: 0.457537), Class: 0.583598, Obj: 0.140246, No Obj: 0.002828, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.248266, iou_loss = 0.128796, total_loss = 1.377061 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000576, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001638, iou_loss = 0.000000, total_loss = 0.001638 \n",
" total_bbox = 34164, rewritten_bbox = 0.278070 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.272762, GIOU: 0.241818), Class: 0.611509, Obj: 0.151968, No Obj: 0.003113, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.880446, iou_loss = 0.023867, total_loss = 0.904314 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.587403, GIOU: 0.533593), Class: 0.637986, Obj: 0.000694, No Obj: 0.000556, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.406405, iou_loss = 0.632880, total_loss = 1.039285 \n",
" total_bbox = 34168, rewritten_bbox = 0.278038 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.366629, GIOU: 0.222470), Class: 0.504151, Obj: 0.070611, No Obj: 0.002711, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.628601, iou_loss = 0.067964, total_loss = 1.696565 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.238540, GIOU: 0.104389), Class: 0.580638, Obj: 0.003052, No Obj: 0.000565, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.308660, iou_loss = 0.173896, total_loss = 0.482556 \n",
" total_bbox = 34174, rewritten_bbox = 0.277989 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.175627, GIOU: 0.175627), Class: 0.487485, Obj: 0.025151, No Obj: 0.002200, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.006314, iou_loss = 0.002474, total_loss = 1.008788 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000550, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001185, iou_loss = 0.000000, total_loss = 0.001185 \n",
" total_bbox = 34177, rewritten_bbox = 0.277965 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.463447, GIOU: 0.422605), Class: 0.422402, Obj: 0.034848, No Obj: 0.002526, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.908806, iou_loss = 0.036530, total_loss = 1.945337 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000536, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001112, iou_loss = 0.000000, total_loss = 0.001112 \n",
" total_bbox = 34182, rewritten_bbox = 0.277924 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398247, GIOU: 0.384499), Class: 0.465287, Obj: 0.006732, No Obj: 0.001973, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.818830, iou_loss = 0.003956, total_loss = 0.822786 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.272702, GIOU: 0.127666), Class: 0.678264, Obj: 0.011718, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.750154, iou_loss = 0.284735, total_loss = 1.034889 \n",
" total_bbox = 34186, rewritten_bbox = 0.277892 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365079, GIOU: 0.229867), Class: 0.557530, Obj: 0.053725, No Obj: 0.002729, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.737773, iou_loss = 0.031794, total_loss = 1.769567 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000566, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001347, iou_loss = 0.000000, total_loss = 0.001347 \n",
" total_bbox = 34191, rewritten_bbox = 0.277851 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322103, GIOU: 0.293431), Class: 0.472500, Obj: 0.025402, No Obj: 0.003118, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.193967, iou_loss = 0.154281, total_loss = 2.348248 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348441, GIOU: 0.348440), Class: 0.405298, Obj: 0.007955, No Obj: 0.000622, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360563, iou_loss = 0.106085, total_loss = 0.466647 \n",
" total_bbox = 34198, rewritten_bbox = 0.277794 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.492885, GIOU: 0.364638), Class: 0.540221, Obj: 0.064430, No Obj: 0.003082, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.614474, iou_loss = 0.083004, total_loss = 1.697478 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.103607, GIOU: -0.518868), Class: 0.617430, Obj: 0.001057, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.705603, iou_loss = 0.408600, total_loss = 1.114203 \n",
" total_bbox = 34205, rewritten_bbox = 0.277737 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421076, GIOU: 0.367111), Class: 0.421388, Obj: 0.068928, No Obj: 0.002894, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.530692, iou_loss = 0.035146, total_loss = 1.565838 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001290, iou_loss = 0.000000, total_loss = 0.001290 \n",
" total_bbox = 34209, rewritten_bbox = 0.277705 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392310, GIOU: 0.392310), Class: 0.655599, Obj: 0.026627, No Obj: 0.002213, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.979032, iou_loss = 0.013120, total_loss = 0.992152 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.653152, GIOU: 0.622473), Class: 0.420946, Obj: 0.007425, No Obj: 0.000536, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.379665, iou_loss = 0.342871, total_loss = 0.722536 \n",
" total_bbox = 34213, rewritten_bbox = 0.277672 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292372, GIOU: 0.129232), Class: 0.539470, Obj: 0.036201, No Obj: 0.002514, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.372587, iou_loss = 0.008113, total_loss = 1.380700 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000553, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001235, iou_loss = 0.000000, total_loss = 0.001235 \n",
" total_bbox = 34217, rewritten_bbox = 0.277640 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.497554, GIOU: 0.470783), Class: 0.362141, Obj: 0.033948, No Obj: 0.002618, .5R: 0.800000, .75R: 0.000000, count: 5, class_loss = 2.053787, iou_loss = 0.097149, total_loss = 2.150936 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.456689, GIOU: 0.367932), Class: 0.426671, Obj: 0.003058, No Obj: 0.000557, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.772638, iou_loss = 3.417850, total_loss = 4.190488 \n",
" total_bbox = 34224, rewritten_bbox = 0.277583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.573256, GIOU: 0.556868), Class: 0.532260, Obj: 0.033216, No Obj: 0.002803, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.706469, iou_loss = 0.008437, total_loss = 0.714907 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215620, GIOU: -0.196922), Class: 0.643981, Obj: 0.000281, No Obj: 0.000649, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356095, iou_loss = 0.050385, total_loss = 0.406480 \n",
" total_bbox = 34227, rewritten_bbox = 0.277559 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.387253, GIOU: 0.285602), Class: 0.555491, Obj: 0.101382, No Obj: 0.002889, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.246284, iou_loss = 0.036036, total_loss = 1.282320 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.293940, GIOU: -0.003299), Class: 0.338995, Obj: 0.002407, No Obj: 0.000550, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.404388, iou_loss = 0.102015, total_loss = 0.506403 \n",
" total_bbox = 34232, rewritten_bbox = 0.277518 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 428: 0.865891, 0.916584 avg loss, 0.000088 rate, 0.703664 seconds, 27392 images, 0.720168 hours left\n",
"Loaded: 0.000043 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389296, GIOU: 0.358072), Class: 0.509864, Obj: 0.040526, No Obj: 0.002575, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.105804, iou_loss = 0.053673, total_loss = 1.159476 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.293311, GIOU: 0.198855), Class: 0.711122, Obj: 0.006110, No Obj: 0.000599, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.664913, iou_loss = 0.105982, total_loss = 0.770895 \n",
" total_bbox = 34237, rewritten_bbox = 0.277478 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.431372, GIOU: 0.327999), Class: 0.526968, Obj: 0.045485, No Obj: 0.002561, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.799304, iou_loss = 0.099619, total_loss = 1.898922 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000580, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002598, iou_loss = 0.000000, total_loss = 0.002598 \n",
" total_bbox = 34242, rewritten_bbox = 0.277437 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.365239, GIOU: 0.320524), Class: 0.466420, Obj: 0.023920, No Obj: 0.002630, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.929192, iou_loss = 0.015415, total_loss = 1.944607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000534, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001042, iou_loss = 0.000000, total_loss = 0.001042 \n",
" total_bbox = 34247, rewritten_bbox = 0.277397 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.226089, GIOU: 0.216062), Class: 0.491401, Obj: 0.030764, No Obj: 0.002909, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.850494, iou_loss = 0.036953, total_loss = 1.887448 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000597, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001280, iou_loss = 0.000000, total_loss = 0.001280 \n",
" total_bbox = 34252, rewritten_bbox = 0.277356 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.571885, GIOU: 0.562524), Class: 0.505392, Obj: 0.098841, No Obj: 0.003272, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.346854, iou_loss = 0.047411, total_loss = 1.394265 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.283412, GIOU: 0.283412), Class: 0.687942, Obj: 0.002970, No Obj: 0.000535, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354475, iou_loss = 0.070079, total_loss = 0.424554 \n",
" total_bbox = 34257, rewritten_bbox = 0.277316 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.331606, GIOU: 0.331606), Class: 0.580145, Obj: 0.040100, No Obj: 0.003005, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.074762, iou_loss = 0.008736, total_loss = 1.083497 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.514717, GIOU: 0.514717), Class: 0.372836, Obj: 0.042971, No Obj: 0.000602, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.794935, iou_loss = 1.251460, total_loss = 2.046395 \n",
" total_bbox = 34262, rewritten_bbox = 0.277275 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398139, GIOU: 0.364918), Class: 0.605309, Obj: 0.037662, No Obj: 0.002051, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.400155, iou_loss = 0.067294, total_loss = 1.467449 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000554, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001204, iou_loss = 0.000000, total_loss = 0.001204 \n",
" total_bbox = 34266, rewritten_bbox = 0.277243 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336346, GIOU: 0.201981), Class: 0.673876, Obj: 0.012678, No Obj: 0.002371, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.935606, iou_loss = 0.006784, total_loss = 0.942390 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000540, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001103, iou_loss = 0.000000, total_loss = 0.001103 \n",
" total_bbox = 34269, rewritten_bbox = 0.277218 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.314216, GIOU: 0.170285), Class: 0.420494, Obj: 0.045209, No Obj: 0.002469, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.733021, iou_loss = 0.017193, total_loss = 0.750214 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.358782, GIOU: 0.355037), Class: 0.427819, Obj: 0.011988, No Obj: 0.000559, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.804070, iou_loss = 0.242821, total_loss = 1.046890 \n",
" total_bbox = 34273, rewritten_bbox = 0.277186 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.282104, GIOU: 0.226743), Class: 0.641141, Obj: 0.033022, No Obj: 0.003374, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.483194, iou_loss = 0.051111, total_loss = 1.534305 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000603, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002870, iou_loss = 0.000000, total_loss = 0.002870 \n",
" total_bbox = 34277, rewritten_bbox = 0.277154 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389559, GIOU: 0.310774), Class: 0.464810, Obj: 0.016701, No Obj: 0.002077, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.626969, iou_loss = 0.173589, total_loss = 1.800559 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.143636, GIOU: -0.137606), Class: 0.565539, Obj: 0.000353, No Obj: 0.000562, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.759530, iou_loss = 1.016544, total_loss = 1.776074 \n",
" total_bbox = 34283, rewritten_bbox = 0.277105 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376091, GIOU: 0.329256), Class: 0.587016, Obj: 0.072927, No Obj: 0.002820, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.516906, iou_loss = 0.069687, total_loss = 1.586593 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000544, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001294, iou_loss = 0.000000, total_loss = 0.001294 \n",
" total_bbox = 34288, rewritten_bbox = 0.277065 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.496195, GIOU: 0.402529), Class: 0.507900, Obj: 0.056672, No Obj: 0.002707, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.689834, iou_loss = 0.102166, total_loss = 1.792001 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.698838, GIOU: 0.678660), Class: 0.435639, Obj: 0.003345, No Obj: 0.000550, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.385098, iou_loss = 1.390806, total_loss = 1.775904 \n",
" total_bbox = 34294, rewritten_bbox = 0.277016 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.340088, GIOU: 0.254118), Class: 0.532015, Obj: 0.023791, No Obj: 0.002186, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.064608, iou_loss = 0.041669, total_loss = 1.106277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.217622, GIOU: 0.217622), Class: 0.553885, Obj: 0.002796, No Obj: 0.000594, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.339939, iou_loss = 0.041185, total_loss = 0.381123 \n",
" total_bbox = 34298, rewritten_bbox = 0.276984 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254933, GIOU: 0.159443), Class: 0.513375, Obj: 0.015623, No Obj: 0.002351, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.854170, iou_loss = 0.021269, total_loss = 1.875439 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.256112, GIOU: 0.173286), Class: 0.772478, Obj: 0.004161, No Obj: 0.000600, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.322172, iou_loss = 0.095031, total_loss = 0.417203 \n",
" total_bbox = 34304, rewritten_bbox = 0.276936 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429277, GIOU: 0.415726), Class: 0.525263, Obj: 0.030360, No Obj: 0.002471, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.431621, iou_loss = 0.076267, total_loss = 1.507888 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000577, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002481, iou_loss = 0.000000, total_loss = 0.002481 \n",
" total_bbox = 34308, rewritten_bbox = 0.276903 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 429: 0.860915, 0.911017 avg loss, 0.000088 rate, 0.727848 seconds, 27456 images, 0.719949 hours left\n",
"Loaded: 0.000042 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.468941, GIOU: 0.389488), Class: 0.478710, Obj: 0.025897, No Obj: 0.002468, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.936448, iou_loss = 0.102136, total_loss = 2.038584 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.406311, GIOU: 0.363248), Class: 0.575111, Obj: 0.009332, No Obj: 0.000603, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.020493, iou_loss = 0.521006, total_loss = 1.541499 \n",
" total_bbox = 34316, rewritten_bbox = 0.276839 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.474192, GIOU: 0.474192), Class: 0.476685, Obj: 0.061088, No Obj: 0.002164, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.727339, iou_loss = 0.007050, total_loss = 0.734389 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.369416, GIOU: 0.307969), Class: 0.319347, Obj: 0.000964, No Obj: 0.000552, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.153432, iou_loss = 7.783303, total_loss = 8.936735 \n",
" total_bbox = 34321, rewritten_bbox = 0.276798 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.366997, GIOU: 0.317222), Class: 0.586776, Obj: 0.139923, No Obj: 0.003819, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.953338, iou_loss = 0.035380, total_loss = 0.988718 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.392863, GIOU: 0.218530), Class: 0.606458, Obj: 0.000983, No Obj: 0.000551, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.408326, iou_loss = 0.073240, total_loss = 0.481566 \n",
" total_bbox = 34325, rewritten_bbox = 0.276766 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448993, GIOU: 0.313160), Class: 0.546897, Obj: 0.040386, No Obj: 0.002189, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.178073, iou_loss = 0.037961, total_loss = 1.216035 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.446221, GIOU: 0.365504), Class: 0.545318, Obj: 0.013879, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.357547, iou_loss = 0.332059, total_loss = 0.689606 \n",
" total_bbox = 34329, rewritten_bbox = 0.276734 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.287426, GIOU: 0.214838), Class: 0.552809, Obj: 0.024555, No Obj: 0.002291, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.340701, iou_loss = 0.007342, total_loss = 1.348043 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001101, iou_loss = 0.000000, total_loss = 0.001101 \n",
" total_bbox = 34333, rewritten_bbox = 0.276702 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370245, GIOU: 0.262174), Class: 0.598091, Obj: 0.131931, No Obj: 0.002633, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.261795, iou_loss = 0.037045, total_loss = 1.298840 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215158, GIOU: -0.196059), Class: 0.536000, Obj: 0.024825, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.335302, iou_loss = 0.013857, total_loss = 0.349158 \n",
" total_bbox = 34338, rewritten_bbox = 0.276661 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.452113, GIOU: 0.427477), Class: 0.580368, Obj: 0.053866, No Obj: 0.002634, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.282181, iou_loss = 0.036638, total_loss = 1.318820 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.185385, GIOU: 0.185385), Class: 0.513808, Obj: 0.001716, No Obj: 0.000560, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.357098, iou_loss = 0.029952, total_loss = 0.387049 \n",
" total_bbox = 34343, rewritten_bbox = 0.276621 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.236068, GIOU: 0.087350), Class: 0.588084, Obj: 0.055563, No Obj: 0.002499, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.345716, iou_loss = 0.033162, total_loss = 1.378878 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.440689, GIOU: 0.323665), Class: 0.561395, Obj: 0.012000, No Obj: 0.000586, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.319539, iou_loss = 0.076470, total_loss = 0.396009 \n",
" total_bbox = 34348, rewritten_bbox = 0.276581 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389771, GIOU: 0.352158), Class: 0.392140, Obj: 0.040964, No Obj: 0.002519, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.957969, iou_loss = 0.042959, total_loss = 2.000928 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000518, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001007, iou_loss = 0.000000, total_loss = 0.001007 \n",
" total_bbox = 34353, rewritten_bbox = 0.276541 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.263033, GIOU: 0.156173), Class: 0.438930, Obj: 0.018510, No Obj: 0.002687, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.342340, iou_loss = 0.024706, total_loss = 2.367046 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000544, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001297, iou_loss = 0.000000, total_loss = 0.001297 \n",
" total_bbox = 34359, rewritten_bbox = 0.276492 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.545557, GIOU: 0.535651), Class: 0.533870, Obj: 0.018903, No Obj: 0.002721, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.385329, iou_loss = 0.019420, total_loss = 1.404749 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.536478, GIOU: 0.536478), Class: 0.602889, Obj: 0.001442, No Obj: 0.000559, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.652421, iou_loss = 0.671822, total_loss = 1.324243 \n",
" total_bbox = 34365, rewritten_bbox = 0.276444 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336195, GIOU: 0.185960), Class: 0.535481, Obj: 0.036047, No Obj: 0.002588, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.408380, iou_loss = 0.043699, total_loss = 1.452079 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000591, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004657, iou_loss = 0.000000, total_loss = 0.004657 \n",
" total_bbox = 34370, rewritten_bbox = 0.279313 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.519413, GIOU: 0.448045), Class: 0.585378, Obj: 0.039290, No Obj: 0.002485, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.323665, iou_loss = 0.039852, total_loss = 1.363517 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.296447, GIOU: 0.269717), Class: 0.324502, Obj: 0.001904, No Obj: 0.000558, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.415082, iou_loss = 0.170369, total_loss = 0.585452 \n",
" total_bbox = 34375, rewritten_bbox = 0.279273 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438965, GIOU: 0.377675), Class: 0.445320, Obj: 0.045922, No Obj: 0.002469, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.541848, iou_loss = 0.038942, total_loss = 1.580790 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000544, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001213, iou_loss = 0.000000, total_loss = 0.001213 \n",
" total_bbox = 34379, rewritten_bbox = 0.279240 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455566, GIOU: 0.391129), Class: 0.537071, Obj: 0.054188, No Obj: 0.002935, .5R: 0.428571, .75R: 0.142857, count: 7, class_loss = 2.350549, iou_loss = 0.198717, total_loss = 2.549266 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.429458, GIOU: 0.371427), Class: 0.677124, Obj: 0.021696, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.354979, iou_loss = 0.275388, total_loss = 0.630367 \n",
" total_bbox = 34387, rewritten_bbox = 0.279175 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.378386, GIOU: 0.295523), Class: 0.654872, Obj: 0.101977, No Obj: 0.003034, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.281007, iou_loss = 0.028460, total_loss = 1.309466 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.130385, GIOU: 0.130385), Class: 0.409634, Obj: 0.002489, No Obj: 0.000565, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.416873, iou_loss = 0.015383, total_loss = 0.432257 \n",
" total_bbox = 34392, rewritten_bbox = 0.279135 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 430: 0.928426, 0.912758 avg loss, 0.000089 rate, 0.715509 seconds, 27520 images, 0.719969 hours left\n",
"Loaded: 0.000039 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359234, GIOU: 0.336862), Class: 0.506835, Obj: 0.111944, No Obj: 0.002729, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.336818, iou_loss = 0.057017, total_loss = 1.393835 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000541, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001684, iou_loss = 0.000000, total_loss = 0.001684 \n",
" total_bbox = 34396, rewritten_bbox = 0.279102 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376836, GIOU: 0.232633), Class: 0.503364, Obj: 0.030701, No Obj: 0.002518, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.814458, iou_loss = 0.045216, total_loss = 1.859674 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000598, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001176, iou_loss = 0.000000, total_loss = 0.001176 \n",
" total_bbox = 34401, rewritten_bbox = 0.279062 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292318, GIOU: 0.223734), Class: 0.439488, Obj: 0.015766, No Obj: 0.002198, .5R: 0.166667, .75R: 0.166667, count: 6, class_loss = 1.906401, iou_loss = 0.013055, total_loss = 1.919456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.398488, GIOU: 0.235188), Class: 0.348579, Obj: 0.008445, No Obj: 0.000543, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.404518, iou_loss = 0.078880, total_loss = 0.483398 \n",
" total_bbox = 34408, rewritten_bbox = 0.281911 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.145273, GIOU: -0.064542), Class: 0.638530, Obj: 0.015614, No Obj: 0.002198, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.938481, iou_loss = 0.016003, total_loss = 0.954484 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.238840, GIOU: 0.238840), Class: 0.337729, Obj: 0.008065, No Obj: 0.000680, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.508904, iou_loss = 0.050038, total_loss = 0.558942 \n",
" total_bbox = 34412, rewritten_bbox = 0.281878 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245656, GIOU: 0.073227), Class: 0.615956, Obj: 0.075601, No Obj: 0.002797, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.084113, iou_loss = 0.016210, total_loss = 1.100323 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001665, iou_loss = 0.000000, total_loss = 0.001665 \n",
" total_bbox = 34415, rewritten_bbox = 0.281854 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.469273, GIOU: 0.467453), Class: 0.397724, Obj: 0.013051, No Obj: 0.002252, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.820480, iou_loss = 0.012879, total_loss = 0.833358 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.294416, GIOU: 0.179597), Class: 0.498357, Obj: 0.009530, No Obj: 0.000552, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 1.860100, iou_loss = 1.763449, total_loss = 3.623549 \n",
" total_bbox = 34423, rewritten_bbox = 0.284693 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.613221, GIOU: 0.599750), Class: 0.461070, Obj: 0.026918, No Obj: 0.002416, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.219874, iou_loss = 0.033458, total_loss = 1.253332 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.256127, GIOU: 0.256127), Class: 0.514693, Obj: 0.002683, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407959, iou_loss = 0.057397, total_loss = 0.465356 \n",
" total_bbox = 34428, rewritten_bbox = 0.287557 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.348053, GIOU: 0.209808), Class: 0.527738, Obj: 0.040549, No Obj: 0.002552, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.493500, iou_loss = 0.030890, total_loss = 1.524391 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.588305, GIOU: 0.540650), Class: 0.583486, Obj: 0.001687, No Obj: 0.000528, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.357169, iou_loss = 0.265918, total_loss = 0.623087 \n",
" total_bbox = 34433, rewritten_bbox = 0.287515 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361660, GIOU: 0.309415), Class: 0.590798, Obj: 0.110576, No Obj: 0.002736, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.236012, iou_loss = 0.015109, total_loss = 1.251122 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.525168, GIOU: 0.525168), Class: 0.507371, Obj: 0.002368, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.353377, iou_loss = 0.240496, total_loss = 0.593873 \n",
" total_bbox = 34438, rewritten_bbox = 0.287473 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438132, GIOU: 0.396408), Class: 0.560081, Obj: 0.053237, No Obj: 0.002757, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.075236, iou_loss = 0.008213, total_loss = 1.083449 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.493514, GIOU: 0.456652), Class: 0.560966, Obj: 0.004851, No Obj: 0.000555, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.052463, iou_loss = 2.099449, total_loss = 3.151912 \n",
" total_bbox = 34444, rewritten_bbox = 0.287423 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.466187, GIOU: 0.439178), Class: 0.489699, Obj: 0.077820, No Obj: 0.002563, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.433444, iou_loss = 0.054120, total_loss = 1.487564 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.277513, GIOU: 0.237862), Class: 0.405239, Obj: 0.002401, No Obj: 0.000585, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.878173, iou_loss = 0.180936, total_loss = 1.059109 \n",
" total_bbox = 34450, rewritten_bbox = 0.287373 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374141, GIOU: 0.280094), Class: 0.326709, Obj: 0.029492, No Obj: 0.002400, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.266846, iou_loss = 0.022102, total_loss = 1.288948 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.153545, GIOU: 0.153545), Class: 0.543877, Obj: 0.026996, No Obj: 0.000583, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.649586, iou_loss = 0.042089, total_loss = 0.691674 \n",
" total_bbox = 34455, rewritten_bbox = 0.287331 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.510310, GIOU: 0.483379), Class: 0.622592, Obj: 0.029447, No Obj: 0.002665, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.764460, iou_loss = 0.161231, total_loss = 1.925691 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.478463, GIOU: 0.261713), Class: 0.529005, Obj: 0.030379, No Obj: 0.000582, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.702873, iou_loss = 0.726831, total_loss = 1.429704 \n",
" total_bbox = 34462, rewritten_bbox = 0.287273 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.257814, GIOU: 0.241272), Class: 0.413667, Obj: 0.114293, No Obj: 0.003005, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.834087, iou_loss = 0.012652, total_loss = 1.846740 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.195662, GIOU: -0.116228), Class: 0.479857, Obj: 0.022222, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.807026, iou_loss = 0.887625, total_loss = 1.694651 \n",
" total_bbox = 34469, rewritten_bbox = 0.287215 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336796, GIOU: 0.251361), Class: 0.627986, Obj: 0.042497, No Obj: 0.002693, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.238761, iou_loss = 0.086859, total_loss = 1.325620 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.309513, GIOU: 0.184163), Class: 0.543305, Obj: 0.007389, No Obj: 0.000545, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.348188, iou_loss = 0.054738, total_loss = 0.402926 \n",
" total_bbox = 34474, rewritten_bbox = 0.287173 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320040, GIOU: 0.242336), Class: 0.550514, Obj: 0.022523, No Obj: 0.002738, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.177240, iou_loss = 0.054984, total_loss = 2.232224 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001044, iou_loss = 0.000000, total_loss = 0.001044 \n",
" total_bbox = 34480, rewritten_bbox = 0.287123 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 431: 0.977779, 0.919260 avg loss, 0.000090 rate, 0.679123 seconds, 27584 images, 0.719866 hours left\n",
"Loaded: 0.000051 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.411310, GIOU: 0.409168), Class: 0.522308, Obj: 0.092991, No Obj: 0.003177, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.715959, iou_loss = 0.072434, total_loss = 1.788393 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001097, iou_loss = 0.000000, total_loss = 0.001097 \n",
" total_bbox = 34485, rewritten_bbox = 0.287081 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382269, GIOU: 0.308250), Class: 0.520587, Obj: 0.042574, No Obj: 0.002748, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.155165, iou_loss = 0.085348, total_loss = 2.240513 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000540, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001063, iou_loss = 0.000000, total_loss = 0.001063 \n",
" total_bbox = 34491, rewritten_bbox = 0.287031 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.489992, GIOU: 0.451677), Class: 0.524417, Obj: 0.040463, No Obj: 0.002642, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.455478, iou_loss = 0.031583, total_loss = 1.487061 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000534, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001315, iou_loss = 0.000000, total_loss = 0.001315 \n",
" total_bbox = 34495, rewritten_bbox = 0.286998 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.505827, GIOU: 0.505502), Class: 0.571649, Obj: 0.060209, No Obj: 0.002858, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.036712, iou_loss = 0.084942, total_loss = 1.121655 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.371921, GIOU: 0.270647), Class: 0.545175, Obj: 0.004588, No Obj: 0.000539, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.779106, iou_loss = 0.712843, total_loss = 1.491948 \n",
" total_bbox = 34500, rewritten_bbox = 0.286957 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.402314, GIOU: 0.370181), Class: 0.551902, Obj: 0.054710, No Obj: 0.002741, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.334917, iou_loss = 0.064072, total_loss = 1.398989 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000595, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001996, iou_loss = 0.000000, total_loss = 0.001996 \n",
" total_bbox = 34504, rewritten_bbox = 0.286923 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.623358, GIOU: 0.592140), Class: 0.516931, Obj: 0.022743, No Obj: 0.002099, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.534535, iou_loss = 0.058243, total_loss = 1.592777 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001064, iou_loss = 0.000000, total_loss = 0.001064 \n",
" total_bbox = 34508, rewritten_bbox = 0.286890 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422354, GIOU: 0.383291), Class: 0.465756, Obj: 0.019895, No Obj: 0.002455, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.406274, iou_loss = 0.013385, total_loss = 1.419659 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000547, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001060, iou_loss = 0.000000, total_loss = 0.001060 \n",
" total_bbox = 34512, rewritten_bbox = 0.286857 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344646, GIOU: 0.290683), Class: 0.521044, Obj: 0.032874, No Obj: 0.002086, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.394857, iou_loss = 0.036954, total_loss = 1.431812 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000541, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001261, iou_loss = 0.000000, total_loss = 0.001261 \n",
" total_bbox = 34516, rewritten_bbox = 0.286824 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415818, GIOU: 0.349618), Class: 0.375939, Obj: 0.062251, No Obj: 0.002312, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.743596, iou_loss = 0.010673, total_loss = 0.754269 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.410222, GIOU: 0.328394), Class: 0.551396, Obj: 0.004639, No Obj: 0.000550, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.710911, iou_loss = 0.171598, total_loss = 0.882510 \n",
" total_bbox = 34520, rewritten_bbox = 0.286790 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318597, GIOU: 0.269831), Class: 0.350416, Obj: 0.101516, No Obj: 0.002672, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.121989, iou_loss = 0.009840, total_loss = 1.131829 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.248967, GIOU: 0.248967), Class: 0.360119, Obj: 0.005206, No Obj: 0.000547, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.430255, iou_loss = 0.055441, total_loss = 0.485695 \n",
" total_bbox = 34524, rewritten_bbox = 0.286757 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394783, GIOU: 0.252124), Class: 0.475281, Obj: 0.089298, No Obj: 0.002966, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.067170, iou_loss = 0.048749, total_loss = 2.115920 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001149, iou_loss = 0.000000, total_loss = 0.001149 \n",
" total_bbox = 34530, rewritten_bbox = 0.286707 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300828, GIOU: 0.173770), Class: 0.460498, Obj: 0.026539, No Obj: 0.002235, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.047700, iou_loss = 0.027331, total_loss = 1.075031 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.406701, GIOU: 0.400223), Class: 0.358558, Obj: 0.002244, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.412204, iou_loss = 0.507706, total_loss = 0.919910 \n",
" total_bbox = 34534, rewritten_bbox = 0.286674 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358851, GIOU: 0.304356), Class: 0.503440, Obj: 0.046825, No Obj: 0.002486, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.370499, iou_loss = 0.056281, total_loss = 1.426780 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.403900, GIOU: 0.285404), Class: 0.466161, Obj: 0.034795, No Obj: 0.000619, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.816547, iou_loss = 1.879328, total_loss = 2.695874 \n",
" total_bbox = 34540, rewritten_bbox = 0.286624 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374033, GIOU: 0.370632), Class: 0.428911, Obj: 0.029659, No Obj: 0.002347, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.437384, iou_loss = 0.008819, total_loss = 1.446203 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.355097, GIOU: 0.210171), Class: 0.491280, Obj: 0.000595, No Obj: 0.000534, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.416903, iou_loss = 0.264243, total_loss = 0.681146 \n",
" total_bbox = 34545, rewritten_bbox = 0.286583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370160, GIOU: 0.242027), Class: 0.449545, Obj: 0.025077, No Obj: 0.002357, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.537387, iou_loss = 0.167362, total_loss = 1.704749 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.358871, GIOU: 0.258152), Class: 0.398597, Obj: 0.002486, No Obj: 0.000594, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.402005, iou_loss = 0.312137, total_loss = 0.714142 \n",
" total_bbox = 34550, rewritten_bbox = 0.286541 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.443817, GIOU: 0.272764), Class: 0.639096, Obj: 0.068364, No Obj: 0.002206, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.925862, iou_loss = 0.055996, total_loss = 0.981858 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.292034, GIOU: 0.193707), Class: 0.660570, Obj: 0.005617, No Obj: 0.000569, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.034260, iou_loss = 4.003753, total_loss = 5.038013 \n",
" total_bbox = 34556, rewritten_bbox = 0.286491 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 432: 0.861033, 0.913437 avg loss, 0.000091 rate, 0.688521 seconds, 27648 images, 0.719400 hours left\n",
"Loaded: 0.000035 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380552, GIOU: 0.291227), Class: 0.663304, Obj: 0.042896, No Obj: 0.002601, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.200861, iou_loss = 0.054809, total_loss = 1.255670 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001086, iou_loss = 0.000000, total_loss = 0.001086 \n",
" total_bbox = 34560, rewritten_bbox = 0.286458 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.327578, GIOU: 0.220246), Class: 0.649377, Obj: 0.017245, No Obj: 0.002446, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.656200, iou_loss = 0.023460, total_loss = 1.679660 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.778126, GIOU: 0.774602), Class: 0.256476, Obj: 0.002758, No Obj: 0.000532, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.425356, iou_loss = 0.418580, total_loss = 0.843936 \n",
" total_bbox = 34566, rewritten_bbox = 0.286409 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.501457, GIOU: 0.495918), Class: 0.408385, Obj: 0.073466, No Obj: 0.002988, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.566970, iou_loss = 0.040563, total_loss = 1.607533 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000514, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001199, iou_loss = 0.000000, total_loss = 0.001199 \n",
" total_bbox = 34570, rewritten_bbox = 0.286375 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442194, GIOU: 0.379639), Class: 0.572029, Obj: 0.041811, No Obj: 0.002470, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 2.341100, iou_loss = 0.146662, total_loss = 2.487762 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000561, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002359, iou_loss = 0.000000, total_loss = 0.002359 \n",
" total_bbox = 34577, rewritten_bbox = 0.286317 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.354211, GIOU: 0.274922), Class: 0.526610, Obj: 0.154709, No Obj: 0.002356, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.179064, iou_loss = 0.093502, total_loss = 1.272566 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000609, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.011152, iou_loss = 0.000000, total_loss = 0.011152 \n",
" total_bbox = 34581, rewritten_bbox = 0.286284 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.525102, GIOU: 0.374114), Class: 0.564109, Obj: 0.079521, No Obj: 0.002769, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 0.936070, iou_loss = 0.174162, total_loss = 1.110232 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.354911, GIOU: 0.354911), Class: 0.498200, Obj: 0.001265, No Obj: 0.000543, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.353367, iou_loss = 0.109821, total_loss = 0.463188 \n",
" total_bbox = 34585, rewritten_bbox = 0.286251 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455774, GIOU: 0.402351), Class: 0.507048, Obj: 0.114162, No Obj: 0.002626, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.359537, iou_loss = 0.069574, total_loss = 1.429111 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000605, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003058, iou_loss = 0.000000, total_loss = 0.003058 \n",
" total_bbox = 34589, rewritten_bbox = 0.286218 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393464, GIOU: 0.294251), Class: 0.569764, Obj: 0.040844, No Obj: 0.002401, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.029440, iou_loss = 0.027788, total_loss = 1.057227 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.695652), Class: 0.330632, Obj: 0.001119, No Obj: 0.000577, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.400807, iou_loss = 0.008163, total_loss = 0.408969 \n",
" total_bbox = 34593, rewritten_bbox = 0.286185 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.482175, GIOU: 0.441171), Class: 0.434814, Obj: 0.054053, No Obj: 0.001993, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.184673, iou_loss = 0.154116, total_loss = 1.338789 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.369424, GIOU: 0.249226), Class: 0.485036, Obj: 0.002978, No Obj: 0.000565, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.760909, iou_loss = 4.848166, total_loss = 5.609075 \n",
" total_bbox = 34598, rewritten_bbox = 0.286144 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.329545, GIOU: 0.156849), Class: 0.541467, Obj: 0.061472, No Obj: 0.002810, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.726083, iou_loss = 0.012418, total_loss = 1.738501 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.178197, GIOU: -0.138683), Class: 0.615994, Obj: 0.005486, No Obj: 0.000589, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.733661, iou_loss = 0.048505, total_loss = 0.782166 \n",
" total_bbox = 34605, rewritten_bbox = 0.286086 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.406289, GIOU: 0.253010), Class: 0.554147, Obj: 0.099516, No Obj: 0.003054, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.041743, iou_loss = 0.039241, total_loss = 1.080984 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000592, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002199, iou_loss = 0.000000, total_loss = 0.002199 \n",
" total_bbox = 34608, rewritten_bbox = 0.286061 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.497205, GIOU: 0.435256), Class: 0.564104, Obj: 0.083520, No Obj: 0.002691, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.399712, iou_loss = 0.050146, total_loss = 1.449858 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.275825, GIOU: -0.044070), Class: 0.409735, Obj: 0.004013, No Obj: 0.000612, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.386697, iou_loss = 0.088018, total_loss = 0.474716 \n",
" total_bbox = 34613, rewritten_bbox = 0.286020 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.325660, GIOU: 0.250896), Class: 0.633600, Obj: 0.113591, No Obj: 0.002986, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.230238, iou_loss = 0.025359, total_loss = 1.255596 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.183635, GIOU: 0.183633), Class: 0.504113, Obj: 0.018157, No Obj: 0.000550, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.343464, iou_loss = 0.103212, total_loss = 0.446676 \n",
" total_bbox = 34618, rewritten_bbox = 0.285978 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484800, GIOU: 0.459496), Class: 0.415605, Obj: 0.077759, No Obj: 0.002693, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.090090, iou_loss = 0.028680, total_loss = 1.118770 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.469343, GIOU: 0.409375), Class: 0.705637, Obj: 0.018531, No Obj: 0.000550, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.688131, iou_loss = 0.296683, total_loss = 0.984814 \n",
" total_bbox = 34623, rewritten_bbox = 0.285937 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.279384, GIOU: 0.153083), Class: 0.551681, Obj: 0.060695, No Obj: 0.003098, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.429981, iou_loss = 0.013110, total_loss = 1.443091 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000555, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001974, iou_loss = 0.000000, total_loss = 0.001974 \n",
" total_bbox = 34627, rewritten_bbox = 0.285904 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.558083, GIOU: 0.541227), Class: 0.458745, Obj: 0.055222, No Obj: 0.002898, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.170408, iou_loss = 0.056747, total_loss = 1.227155 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.543073, GIOU: 0.484833), Class: 0.533088, Obj: 0.002574, No Obj: 0.000634, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.688248, iou_loss = 1.789692, total_loss = 2.477940 \n",
" total_bbox = 34632, rewritten_bbox = 0.285863 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 433: 0.831568, 0.905250 avg loss, 0.000092 rate, 0.710551 seconds, 27712 images, 0.719031 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464609, GIOU: 0.404787), Class: 0.493867, Obj: 0.067855, No Obj: 0.003462, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.555328, iou_loss = 0.206610, total_loss = 2.761938 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000576, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002868, iou_loss = 0.000000, total_loss = 0.002868 \n",
" total_bbox = 34639, rewritten_bbox = 0.285805 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399442, GIOU: 0.355947), Class: 0.508660, Obj: 0.009512, No Obj: 0.002215, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.442886, iou_loss = 0.054908, total_loss = 1.497793 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001505, iou_loss = 0.000000, total_loss = 0.001505 \n",
" total_bbox = 34643, rewritten_bbox = 0.285772 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.601884, GIOU: 0.580053), Class: 0.464395, Obj: 0.047366, No Obj: 0.002291, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.464263, iou_loss = 0.061683, total_loss = 1.525946 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000511, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001099, iou_loss = 0.000000, total_loss = 0.001099 \n",
" total_bbox = 34647, rewritten_bbox = 0.285739 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.298963, GIOU: 0.070971), Class: 0.487500, Obj: 0.020410, No Obj: 0.002435, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.127267, iou_loss = 0.061061, total_loss = 2.188328 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.417122, GIOU: 0.261237), Class: 0.557948, Obj: 0.010309, No Obj: 0.000583, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.320725, iou_loss = 0.085399, total_loss = 0.406124 \n",
" total_bbox = 34654, rewritten_bbox = 0.285681 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.587730, GIOU: 0.560854), Class: 0.509374, Obj: 0.041230, No Obj: 0.002414, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 1.106982, iou_loss = 0.075568, total_loss = 1.182549 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.100609, GIOU: 0.100609), Class: 0.438777, Obj: 0.193271, No Obj: 0.000645, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.351468, iou_loss = 0.008555, total_loss = 0.360023 \n",
" total_bbox = 34658, rewritten_bbox = 0.285648 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.239633, GIOU: 0.184279), Class: 0.554646, Obj: 0.032917, No Obj: 0.002386, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.507187, iou_loss = 0.005540, total_loss = 1.512727 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001332, iou_loss = 0.000000, total_loss = 0.001332 \n",
" total_bbox = 34662, rewritten_bbox = 0.285615 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.446902, GIOU: 0.298248), Class: 0.513425, Obj: 0.055122, No Obj: 0.002394, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.031292, iou_loss = 0.017759, total_loss = 1.049051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.478408, GIOU: 0.369118), Class: 0.516208, Obj: 0.027303, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.348347, iou_loss = 0.098822, total_loss = 0.447169 \n",
" total_bbox = 34666, rewritten_bbox = 0.285582 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.280629, GIOU: 0.254167), Class: 0.570422, Obj: 0.044251, No Obj: 0.003159, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.793032, iou_loss = 0.042743, total_loss = 1.835775 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.233634, GIOU: -0.114289), Class: 0.422399, Obj: 0.007981, No Obj: 0.000542, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.425299, iou_loss = 0.022956, total_loss = 0.448256 \n",
" total_bbox = 34672, rewritten_bbox = 0.285533 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.463198, GIOU: 0.397958), Class: 0.459512, Obj: 0.112757, No Obj: 0.003510, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.540144, iou_loss = 0.078219, total_loss = 1.618362 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.379832, GIOU: 0.347891), Class: 0.588951, Obj: 0.003910, No Obj: 0.000511, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.959302, iou_loss = 0.885552, total_loss = 1.844854 \n",
" total_bbox = 34679, rewritten_bbox = 0.285475 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.198474, GIOU: -0.022419), Class: 0.471732, Obj: 0.115236, No Obj: 0.003282, .5R: 0.000000, .75R: 0.000000, count: 7, class_loss = 2.365074, iou_loss = 0.012873, total_loss = 2.377947 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000555, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001490, iou_loss = 0.000000, total_loss = 0.001490 \n",
" total_bbox = 34686, rewritten_bbox = 0.285418 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265422, GIOU: 0.126955), Class: 0.540172, Obj: 0.025881, No Obj: 0.002091, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.737696, iou_loss = 0.027595, total_loss = 1.765290 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000518, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001579, iou_loss = 0.000000, total_loss = 0.001579 \n",
" total_bbox = 34691, rewritten_bbox = 0.285377 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231400, GIOU: 0.231400), Class: 0.444113, Obj: 0.046857, No Obj: 0.002603, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.090908, iou_loss = 0.002630, total_loss = 1.093538 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000563, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001796, iou_loss = 0.000000, total_loss = 0.001796 \n",
" total_bbox = 34694, rewritten_bbox = 0.285352 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.377210, GIOU: 0.288617), Class: 0.402192, Obj: 0.058643, No Obj: 0.002313, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.922837, iou_loss = 0.024719, total_loss = 1.947557 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.624921, GIOU: 0.624921), Class: 0.645321, Obj: 0.001086, No Obj: 0.000518, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.318532, iou_loss = 0.340359, total_loss = 0.658891 \n",
" total_bbox = 34700, rewritten_bbox = 0.285303 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355768, GIOU: 0.222886), Class: 0.622749, Obj: 0.039647, No Obj: 0.002265, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.257197, iou_loss = 0.078287, total_loss = 1.335483 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000539, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001587, iou_loss = 0.000000, total_loss = 0.001587 \n",
" total_bbox = 34704, rewritten_bbox = 0.285270 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349706, GIOU: 0.264417), Class: 0.523443, Obj: 0.017987, No Obj: 0.001902, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.511175, iou_loss = 0.044044, total_loss = 1.555219 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.321132, GIOU: 0.321131), Class: 0.489300, Obj: 0.061253, No Obj: 0.000535, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.357209, iou_loss = 0.091730, total_loss = 0.448938 \n",
" total_bbox = 34709, rewritten_bbox = 0.285229 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.309176, GIOU: 0.250244), Class: 0.548598, Obj: 0.017427, No Obj: 0.002411, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.405971, iou_loss = 0.208462, total_loss = 2.614433 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001164, iou_loss = 0.000000, total_loss = 0.001164 \n",
" total_bbox = 34716, rewritten_bbox = 0.285171 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 434: 0.944050, 0.909130 avg loss, 0.000093 rate, 0.740551 seconds, 27776 images, 0.718881 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300884, GIOU: 0.172122), Class: 0.402751, Obj: 0.025651, No Obj: 0.003049, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.169882, iou_loss = 0.007443, total_loss = 1.177325 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.411174, GIOU: 0.400467), Class: 0.491933, Obj: 0.004264, No Obj: 0.000526, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.379664, iou_loss = 0.376242, total_loss = 0.755907 \n",
" total_bbox = 34720, rewritten_bbox = 0.285138 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.397100, GIOU: 0.397100), Class: 0.388483, Obj: 0.024640, No Obj: 0.001950, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.655544, iou_loss = 0.010619, total_loss = 1.666163 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000969, iou_loss = 0.000000, total_loss = 0.000969 \n",
" total_bbox = 34724, rewritten_bbox = 0.285105 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.236827, GIOU: 0.015157), Class: 0.596194, Obj: 0.032096, No Obj: 0.002762, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.390042, iou_loss = 0.012639, total_loss = 1.402680 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000529, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001151, iou_loss = 0.000000, total_loss = 0.001151 \n",
" total_bbox = 34728, rewritten_bbox = 0.285073 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393521, GIOU: 0.311221), Class: 0.438992, Obj: 0.079542, No Obj: 0.002840, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.523655, iou_loss = 0.038558, total_loss = 1.562213 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001749, iou_loss = 0.000000, total_loss = 0.001749 \n",
" total_bbox = 34732, rewritten_bbox = 0.285040 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265092, GIOU: -0.039737), Class: 0.558414, Obj: 0.078700, No Obj: 0.002714, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.119792, iou_loss = 0.019814, total_loss = 2.139607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.409550, GIOU: 0.401091), Class: 0.396207, Obj: 0.011347, No Obj: 0.000536, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.878288, iou_loss = 0.880562, total_loss = 1.758851 \n",
" total_bbox = 34740, rewritten_bbox = 0.284974 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381167, GIOU: 0.311878), Class: 0.602744, Obj: 0.049649, No Obj: 0.002444, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.378758, iou_loss = 0.020896, total_loss = 1.399654 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001015, iou_loss = 0.000000, total_loss = 0.001015 \n",
" total_bbox = 34744, rewritten_bbox = 0.284941 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.473732, GIOU: 0.445953), Class: 0.574525, Obj: 0.031107, No Obj: 0.002189, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.358537, iou_loss = 0.065128, total_loss = 1.423665 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353770, GIOU: 0.258358), Class: 0.764345, Obj: 0.006441, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350959, iou_loss = 2.009640, total_loss = 2.360599 \n",
" total_bbox = 34749, rewritten_bbox = 0.284900 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.274694, GIOU: 0.177197), Class: 0.512319, Obj: 0.064645, No Obj: 0.002970, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.477194, iou_loss = 0.006483, total_loss = 1.483677 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.387254, GIOU: 0.193713), Class: 0.576278, Obj: 0.003405, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.368532, iou_loss = 0.204119, total_loss = 0.572651 \n",
" total_bbox = 34754, rewritten_bbox = 0.284859 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349144, GIOU: 0.341065), Class: 0.624481, Obj: 0.085030, No Obj: 0.003118, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.243207, iou_loss = 0.032811, total_loss = 1.276018 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000529, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001930, iou_loss = 0.000000, total_loss = 0.001930 \n",
" total_bbox = 34758, rewritten_bbox = 0.284827 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345753, GIOU: 0.309245), Class: 0.517744, Obj: 0.062778, No Obj: 0.002669, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.510050, iou_loss = 0.048446, total_loss = 1.558496 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000890, iou_loss = 0.000000, total_loss = 0.000890 \n",
" total_bbox = 34762, rewritten_bbox = 0.284794 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.398233, GIOU: 0.333066), Class: 0.564034, Obj: 0.044006, No Obj: 0.002528, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.350920, iou_loss = 0.028773, total_loss = 1.379693 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.398571, GIOU: 0.360326), Class: 0.528093, Obj: 0.000510, No Obj: 0.000520, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.411936, iou_loss = 0.312430, total_loss = 0.724366 \n",
" total_bbox = 34767, rewritten_bbox = 0.284753 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.334000, GIOU: 0.334000), Class: 0.490969, Obj: 0.015818, No Obj: 0.001840, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.192641, iou_loss = 0.017125, total_loss = 1.209766 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.716989, GIOU: 0.707048), Class: 0.403398, Obj: 0.061509, No Obj: 0.000556, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.439224, iou_loss = 0.298350, total_loss = 0.737574 \n",
" total_bbox = 34771, rewritten_bbox = 0.284720 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.427084, GIOU: 0.332637), Class: 0.667728, Obj: 0.062301, No Obj: 0.002751, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.499495, iou_loss = 0.177618, total_loss = 1.677113 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.442701, GIOU: 0.410803), Class: 0.369727, Obj: 0.002046, No Obj: 0.000638, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.482051, iou_loss = 0.411379, total_loss = 0.893430 \n",
" total_bbox = 34777, rewritten_bbox = 0.284671 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.242764, GIOU: 0.045970), Class: 0.523511, Obj: 0.024781, No Obj: 0.002457, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.793031, iou_loss = 0.048200, total_loss = 1.841231 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000562, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002195, iou_loss = 0.000000, total_loss = 0.002195 \n",
" total_bbox = 34782, rewritten_bbox = 0.284630 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352979, GIOU: 0.242484), Class: 0.605390, Obj: 0.017877, No Obj: 0.001852, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.837978, iou_loss = 0.052998, total_loss = 1.890976 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000500, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001033, iou_loss = 0.000000, total_loss = 0.001033 \n",
" total_bbox = 34787, rewritten_bbox = 0.284589 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369414, GIOU: 0.358237), Class: 0.414922, Obj: 0.065266, No Obj: 0.002738, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.202810, iou_loss = 0.026045, total_loss = 1.228854 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.353505, GIOU: 0.286423), Class: 0.424335, Obj: 0.001067, No Obj: 0.000557, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.374519, iou_loss = 1.336079, total_loss = 1.710598 \n",
" total_bbox = 34791, rewritten_bbox = 0.284556 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 435: 0.864433, 0.904661 avg loss, 0.000093 rate, 0.692929 seconds, 27840 images, 0.719029 hours left\n",
"Loaded: 0.000037 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395098, GIOU: 0.391340), Class: 0.517151, Obj: 0.046883, No Obj: 0.001932, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.448303, iou_loss = 0.102820, total_loss = 1.551123 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000584, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004364, iou_loss = 0.000000, total_loss = 0.004364 \n",
" total_bbox = 34795, rewritten_bbox = 0.284524 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.483647, GIOU: 0.466639), Class: 0.461890, Obj: 0.065283, No Obj: 0.002469, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.129112, iou_loss = 0.029631, total_loss = 1.158744 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.680681), Class: 0.541994, Obj: 0.001563, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.362877, iou_loss = 0.010286, total_loss = 0.373163 \n",
" total_bbox = 34799, rewritten_bbox = 0.284491 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.538517, GIOU: 0.506176), Class: 0.635419, Obj: 0.033144, No Obj: 0.002574, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.699921, iou_loss = 0.219660, total_loss = 1.919581 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.301170, GIOU: 0.256614), Class: 0.502965, Obj: 0.000823, No Obj: 0.000564, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.394468, iou_loss = 0.068973, total_loss = 0.463441 \n",
" total_bbox = 34805, rewritten_bbox = 0.284442 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.298085, GIOU: 0.131290), Class: 0.442661, Obj: 0.021246, No Obj: 0.002307, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.577872, iou_loss = 0.068292, total_loss = 1.646164 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000529, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001299, iou_loss = 0.000000, total_loss = 0.001299 \n",
" total_bbox = 34809, rewritten_bbox = 0.284409 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.278127, GIOU: 0.076057), Class: 0.591128, Obj: 0.076503, No Obj: 0.001866, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.329985, iou_loss = 0.053955, total_loss = 1.383940 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.592825, GIOU: 0.586415), Class: 0.551007, Obj: 0.001348, No Obj: 0.000535, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.326040, iou_loss = 0.369775, total_loss = 0.695815 \n",
" total_bbox = 34814, rewritten_bbox = 0.284368 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344091, GIOU: 0.223298), Class: 0.581919, Obj: 0.027261, No Obj: 0.002828, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.143082, iou_loss = 0.015797, total_loss = 1.158880 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000563, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004561, iou_loss = 0.000000, total_loss = 0.004561 \n",
" total_bbox = 34817, rewritten_bbox = 0.284344 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.298753, GIOU: 0.203589), Class: 0.540633, Obj: 0.050896, No Obj: 0.002442, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.123890, iou_loss = 0.020640, total_loss = 1.144530 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.350605, GIOU: 0.211727), Class: 0.512432, Obj: 0.030072, No Obj: 0.000610, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.768717, iou_loss = 0.524726, total_loss = 1.293443 \n",
" total_bbox = 34822, rewritten_bbox = 0.284303 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.541869, GIOU: 0.508295), Class: 0.415311, Obj: 0.045427, No Obj: 0.002540, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.424788, iou_loss = 0.016647, total_loss = 1.441435 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.410139, GIOU: 0.410139), Class: 0.651863, Obj: 0.003069, No Obj: 0.000488, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.331555, iou_loss = 0.146620, total_loss = 0.478175 \n",
" total_bbox = 34827, rewritten_bbox = 0.284262 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.292735, GIOU: 0.193332), Class: 0.492166, Obj: 0.041083, No Obj: 0.002176, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.087450, iou_loss = 0.010761, total_loss = 1.098211 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.387783, GIOU: 0.275368), Class: 0.540595, Obj: 0.000520, No Obj: 0.000534, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.738636, iou_loss = 0.230866, total_loss = 0.969502 \n",
" total_bbox = 34832, rewritten_bbox = 0.284221 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.502572, GIOU: 0.492704), Class: 0.625981, Obj: 0.167029, No Obj: 0.002863, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.157017, iou_loss = 0.147457, total_loss = 1.304473 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001211, iou_loss = 0.000000, total_loss = 0.001211 \n",
" total_bbox = 34836, rewritten_bbox = 0.284189 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.340280, GIOU: 0.339982), Class: 0.527283, Obj: 0.021979, No Obj: 0.002274, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.411674, iou_loss = 0.010564, total_loss = 1.422238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000516, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001038, iou_loss = 0.000000, total_loss = 0.001038 \n",
" total_bbox = 34840, rewritten_bbox = 0.284156 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.507130, GIOU: 0.446532), Class: 0.534497, Obj: 0.106591, No Obj: 0.002414, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.608528, iou_loss = 0.039908, total_loss = 0.648436 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.386753, GIOU: 0.295516), Class: 0.430981, Obj: 0.008673, No Obj: 0.000562, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.180309, iou_loss = 0.626529, total_loss = 1.806839 \n",
" total_bbox = 34845, rewritten_bbox = 0.284115 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.468016, GIOU: 0.464260), Class: 0.444769, Obj: 0.089482, No Obj: 0.002935, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.019926, iou_loss = 0.043784, total_loss = 1.063710 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.382617, GIOU: 0.321089), Class: 0.418449, Obj: 0.001749, No Obj: 0.000507, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.775476, iou_loss = 0.579661, total_loss = 1.355138 \n",
" total_bbox = 34850, rewritten_bbox = 0.284075 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.227217, GIOU: 0.209595), Class: 0.500954, Obj: 0.026148, No Obj: 0.002658, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.050477, iou_loss = 0.018054, total_loss = 1.068531 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.601896, GIOU: 0.572727), Class: 0.587727, Obj: 0.003359, No Obj: 0.000573, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.734278, iou_loss = 1.028406, total_loss = 1.762684 \n",
" total_bbox = 34855, rewritten_bbox = 0.284034 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415824, GIOU: 0.390127), Class: 0.541724, Obj: 0.022021, No Obj: 0.002506, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.815845, iou_loss = 0.056754, total_loss = 1.872600 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.520550, GIOU: 0.461853), Class: 0.561134, Obj: 0.001316, No Obj: 0.000493, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.473134, iou_loss = 4.633908, total_loss = 6.107041 \n",
" total_bbox = 34864, rewritten_bbox = 0.283961 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.400487, GIOU: 0.265258), Class: 0.559457, Obj: 0.025553, No Obj: 0.002166, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.829479, iou_loss = 0.099946, total_loss = 1.929425 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001272, iou_loss = 0.000000, total_loss = 0.001272 \n",
" total_bbox = 34869, rewritten_bbox = 0.283920 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 436: 0.882247, 0.902419 avg loss, 0.000094 rate, 0.729443 seconds, 27904 images, 0.718701 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.288348, GIOU: 0.288348), Class: 0.445418, Obj: 0.028713, No Obj: 0.002756, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.380577, iou_loss = 0.008641, total_loss = 1.389218 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001087, iou_loss = 0.000000, total_loss = 0.001087 \n",
" total_bbox = 34873, rewritten_bbox = 0.283887 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.276120, GIOU: 0.123994), Class: 0.665871, Obj: 0.014434, No Obj: 0.002574, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.310112, iou_loss = 0.010954, total_loss = 1.321066 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.155309, GIOU: -0.310423), Class: 0.566012, Obj: 0.000112, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.370652, iou_loss = 0.028245, total_loss = 0.398897 \n",
" total_bbox = 34878, rewritten_bbox = 0.283847 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.261025, GIOU: 0.145617), Class: 0.543421, Obj: 0.044374, No Obj: 0.002501, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.642193, iou_loss = 0.022365, total_loss = 1.664558 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000534, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002416, iou_loss = 0.000000, total_loss = 0.002416 \n",
" total_bbox = 34883, rewritten_bbox = 0.283806 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421604, GIOU: 0.363361), Class: 0.593043, Obj: 0.050241, No Obj: 0.003251, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.480828, iou_loss = 0.025462, total_loss = 1.506290 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001599, iou_loss = 0.000000, total_loss = 0.001599 \n",
" total_bbox = 34887, rewritten_bbox = 0.283773 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392627, GIOU: 0.358737), Class: 0.355715, Obj: 0.030518, No Obj: 0.002454, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.750383, iou_loss = 0.041926, total_loss = 1.792309 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.388637, GIOU: 0.265971), Class: 0.567728, Obj: 0.000946, No Obj: 0.000496, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.346108, iou_loss = 0.083908, total_loss = 0.430016 \n",
" total_bbox = 34892, rewritten_bbox = 0.283733 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.220465, GIOU: 0.000971), Class: 0.475792, Obj: 0.136956, No Obj: 0.002809, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.931728, iou_loss = 0.009351, total_loss = 0.941079 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.282450, GIOU: -0.002762), Class: 0.524241, Obj: 0.007295, No Obj: 0.000531, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.758508, iou_loss = 0.215858, total_loss = 0.974366 \n",
" total_bbox = 34897, rewritten_bbox = 0.283692 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.543417, GIOU: 0.512779), Class: 0.436768, Obj: 0.034594, No Obj: 0.002404, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.158169, iou_loss = 0.016255, total_loss = 1.174424 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000979, iou_loss = 0.000000, total_loss = 0.000979 \n",
" total_bbox = 34900, rewritten_bbox = 0.283668 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.253723, GIOU: 0.241412), Class: 0.381366, Obj: 0.009622, No Obj: 0.003112, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.218327, iou_loss = 0.078642, total_loss = 1.296969 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000571, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001450, iou_loss = 0.000000, total_loss = 0.001450 \n",
" total_bbox = 34903, rewritten_bbox = 0.283643 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.440450, GIOU: 0.314881), Class: 0.502272, Obj: 0.059869, No Obj: 0.002406, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.877967, iou_loss = 0.073843, total_loss = 1.951810 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.359716, GIOU: 0.252861), Class: 0.560414, Obj: 0.002340, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.751906, iou_loss = 1.424896, total_loss = 2.176802 \n",
" total_bbox = 34910, rewritten_bbox = 0.283586 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394473, GIOU: 0.309158), Class: 0.571609, Obj: 0.044506, No Obj: 0.002993, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.678604, iou_loss = 0.073880, total_loss = 1.752484 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000547, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001583, iou_loss = 0.000000, total_loss = 0.001583 \n",
" total_bbox = 34915, rewritten_bbox = 0.283546 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.500122, GIOU: 0.407251), Class: 0.481751, Obj: 0.036425, No Obj: 0.002492, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.032758, iou_loss = 0.016980, total_loss = 1.049739 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000998, iou_loss = 0.000000, total_loss = 0.000998 \n",
" total_bbox = 34918, rewritten_bbox = 0.283521 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.431253, GIOU: 0.338932), Class: 0.488788, Obj: 0.027207, No Obj: 0.002444, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.206287, iou_loss = 0.175516, total_loss = 2.381803 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000523, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002145, iou_loss = 0.000000, total_loss = 0.002145 \n",
" total_bbox = 34925, rewritten_bbox = 0.286328 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320870, GIOU: 0.231334), Class: 0.561636, Obj: 0.022594, No Obj: 0.002175, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.336275, iou_loss = 0.057593, total_loss = 1.393868 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.208130, GIOU: -0.147016), Class: 0.475490, Obj: 0.002824, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.385063, iou_loss = 0.020051, total_loss = 0.405115 \n",
" total_bbox = 34930, rewritten_bbox = 0.286287 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.381632, GIOU: 0.358123), Class: 0.656372, Obj: 0.026792, No Obj: 0.002876, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.031688, iou_loss = 0.029036, total_loss = 1.060724 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000578, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002216, iou_loss = 0.000000, total_loss = 0.002216 \n",
" total_bbox = 34933, rewritten_bbox = 0.286262 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436694, GIOU: 0.410904), Class: 0.635004, Obj: 0.055523, No Obj: 0.002392, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.968975, iou_loss = 0.069982, total_loss = 1.038957 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001202, iou_loss = 0.000000, total_loss = 0.001202 \n",
" total_bbox = 34936, rewritten_bbox = 0.286238 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.371156, GIOU: 0.243911), Class: 0.633504, Obj: 0.069135, No Obj: 0.002391, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.286578, iou_loss = 0.043723, total_loss = 1.330301 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000539, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002915, iou_loss = 0.000000, total_loss = 0.002915 \n",
" total_bbox = 34940, rewritten_bbox = 0.286205 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 437: 0.786298, 0.890807 avg loss, 0.000095 rate, 0.712001 seconds, 27968 images, 0.718736 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.287049, GIOU: 0.287049), Class: 0.479141, Obj: 0.025585, No Obj: 0.002270, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.119675, iou_loss = 0.055078, total_loss = 1.174753 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.383162, GIOU: 0.383162), Class: 0.519253, Obj: 0.016355, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.374695, iou_loss = 0.127817, total_loss = 0.502512 \n",
" total_bbox = 34944, rewritten_bbox = 0.286172 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.250578, GIOU: 0.196646), Class: 0.420059, Obj: 0.064618, No Obj: 0.002728, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.176493, iou_loss = 0.012604, total_loss = 1.189097 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.313909, GIOU: 0.160096), Class: 0.406646, Obj: 0.003651, No Obj: 0.000471, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.966866, iou_loss = 3.494254, total_loss = 5.461120 \n",
" total_bbox = 34952, rewritten_bbox = 0.286107 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403725, GIOU: 0.213716), Class: 0.611908, Obj: 0.029997, No Obj: 0.002606, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.012371, iou_loss = 0.010828, total_loss = 1.023199 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.447313, GIOU: 0.397288), Class: 0.485856, Obj: 0.002124, No Obj: 0.000518, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.389960, iou_loss = 0.210063, total_loss = 0.600022 \n",
" total_bbox = 34956, rewritten_bbox = 0.286074 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403452, GIOU: 0.399511), Class: 0.650601, Obj: 0.120914, No Obj: 0.004189, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.215209, iou_loss = 0.082000, total_loss = 1.297208 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.239037, GIOU: 0.065125), Class: 0.549373, Obj: 0.001625, No Obj: 0.000549, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.766786, iou_loss = 0.632401, total_loss = 1.399187 \n",
" total_bbox = 34961, rewritten_bbox = 0.286033 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367594, GIOU: 0.198858), Class: 0.464350, Obj: 0.030985, No Obj: 0.002601, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.972257, iou_loss = 0.022710, total_loss = 1.994967 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.359660, GIOU: 0.359660), Class: 0.505737, Obj: 0.001141, No Obj: 0.000503, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.346019, iou_loss = 0.112761, total_loss = 0.458780 \n",
" total_bbox = 34967, rewritten_bbox = 0.285984 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.457899, GIOU: 0.406436), Class: 0.674184, Obj: 0.018341, No Obj: 0.002371, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.998114, iou_loss = 0.043754, total_loss = 1.041868 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.730574, GIOU: 0.717027), Class: 0.551466, Obj: 0.002065, No Obj: 0.000541, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.339641, iou_loss = 0.453897, total_loss = 0.793539 \n",
" total_bbox = 34971, rewritten_bbox = 0.285951 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.509765, GIOU: 0.509444), Class: 0.479160, Obj: 0.031049, No Obj: 0.002296, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.141890, iou_loss = 0.129164, total_loss = 1.271054 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.289089, GIOU: 0.195637), Class: 0.502441, Obj: 0.159703, No Obj: 0.000592, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.360906, iou_loss = 0.040119, total_loss = 0.401025 \n",
" total_bbox = 34975, rewritten_bbox = 0.285919 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.312947, GIOU: 0.312947), Class: 0.441015, Obj: 0.030935, No Obj: 0.002477, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.532548, iou_loss = 0.010458, total_loss = 1.543007 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000561, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001336, iou_loss = 0.000000, total_loss = 0.001336 \n",
" total_bbox = 34979, rewritten_bbox = 0.285886 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.313103, GIOU: 0.244574), Class: 0.457208, Obj: 0.017260, No Obj: 0.002352, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.212134, iou_loss = 0.158129, total_loss = 2.370262 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.304772, GIOU: 0.123167), Class: 0.502441, Obj: 0.002445, No Obj: 0.000548, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.367610, iou_loss = 1.472839, total_loss = 3.840449 \n",
" total_bbox = 34991, rewritten_bbox = 0.285788 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.451657, GIOU: 0.433829), Class: 0.460030, Obj: 0.014285, No Obj: 0.002944, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.119383, iou_loss = 0.008286, total_loss = 1.127668 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000511, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001106, iou_loss = 0.000000, total_loss = 0.001106 \n",
" total_bbox = 34994, rewritten_bbox = 0.285763 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351991, GIOU: 0.330054), Class: 0.546096, Obj: 0.087754, No Obj: 0.002630, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.616432, iou_loss = 0.116167, total_loss = 1.732598 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.434966, GIOU: 0.309613), Class: 0.491844, Obj: 0.001728, No Obj: 0.000504, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.071609, iou_loss = 0.511104, total_loss = 1.582713 \n",
" total_bbox = 35002, rewritten_bbox = 0.285698 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421104, GIOU: 0.302685), Class: 0.621679, Obj: 0.086940, No Obj: 0.002334, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.826400, iou_loss = 0.015611, total_loss = 0.842011 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.486258, GIOU: 0.366908), Class: 0.705589, Obj: 0.028213, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330267, iou_loss = 0.115508, total_loss = 0.445775 \n",
" total_bbox = 35005, rewritten_bbox = 0.285673 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.593396, GIOU: 0.543914), Class: 0.452756, Obj: 0.063301, No Obj: 0.002585, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.368219, iou_loss = 0.125917, total_loss = 1.494135 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001534, iou_loss = 0.000000, total_loss = 0.001534 \n",
" total_bbox = 35009, rewritten_bbox = 0.285641 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.335233, GIOU: 0.319139), Class: 0.531226, Obj: 0.037748, No Obj: 0.002713, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.379926, iou_loss = 0.034994, total_loss = 1.414920 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000514, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004470, iou_loss = 0.000000, total_loss = 0.004470 \n",
" total_bbox = 35013, rewritten_bbox = 0.285608 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399889, GIOU: 0.308716), Class: 0.544067, Obj: 0.078748, No Obj: 0.002684, .5R: 0.166667, .75R: 0.166667, count: 6, class_loss = 2.011610, iou_loss = 0.065434, total_loss = 2.077044 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.318717, GIOU: 0.109609), Class: 0.576992, Obj: 0.012892, No Obj: 0.000508, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.352050, iou_loss = 0.121658, total_loss = 0.473708 \n",
" total_bbox = 35020, rewritten_bbox = 0.285551 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399895, GIOU: 0.305868), Class: 0.618926, Obj: 0.143377, No Obj: 0.003172, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.134844, iou_loss = 0.071163, total_loss = 1.206006 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000600, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005579, iou_loss = 0.000000, total_loss = 0.005579 \n",
" total_bbox = 35024, rewritten_bbox = 0.285518 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 438: 0.962673, 0.897994 avg loss, 0.000096 rate, 0.693733 seconds, 28032 images, 0.718596 hours left\n",
"Loaded: 0.000041 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.406351, GIOU: 0.300475), Class: 0.646689, Obj: 0.073340, No Obj: 0.002962, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.293385, iou_loss = 0.012260, total_loss = 1.305645 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001685, iou_loss = 0.000000, total_loss = 0.001685 \n",
" total_bbox = 35028, rewritten_bbox = 0.285486 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.446603, GIOU: 0.324478), Class: 0.521803, Obj: 0.029854, No Obj: 0.002303, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.444398, iou_loss = 0.097514, total_loss = 1.541912 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.408666, GIOU: 0.345361), Class: 0.716095, Obj: 0.012996, No Obj: 0.000498, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.285048, iou_loss = 0.156375, total_loss = 0.441424 \n",
" total_bbox = 35033, rewritten_bbox = 0.285445 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357669, GIOU: 0.303575), Class: 0.490517, Obj: 0.060857, No Obj: 0.002560, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.461569, iou_loss = 0.057864, total_loss = 1.519433 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.006850, iou_loss = 0.000000, total_loss = 0.006850 \n",
" total_bbox = 35037, rewritten_bbox = 0.285413 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351765, GIOU: 0.196768), Class: 0.494622, Obj: 0.170468, No Obj: 0.003201, .5R: 0.125000, .75R: 0.000000, count: 8, class_loss = 1.996078, iou_loss = 0.059323, total_loss = 2.055401 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.271888, GIOU: 0.096452), Class: 0.589681, Obj: 0.002013, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.708365, iou_loss = 0.690907, total_loss = 1.399272 \n",
" total_bbox = 35047, rewritten_bbox = 0.291038 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.237767, GIOU: 0.237767), Class: 0.514964, Obj: 0.060193, No Obj: 0.002352, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.305581, iou_loss = 0.006140, total_loss = 1.311722 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000481, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000976, iou_loss = 0.000000, total_loss = 0.000976 \n",
" total_bbox = 35051, rewritten_bbox = 0.291005 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.448723, GIOU: 0.380277), Class: 0.524922, Obj: 0.046617, No Obj: 0.002358, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.477968, iou_loss = 0.030214, total_loss = 1.508182 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.547559, GIOU: 0.490008), Class: 0.597691, Obj: 0.068844, No Obj: 0.000512, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.609958, iou_loss = 0.482287, total_loss = 1.092245 \n",
" total_bbox = 35057, rewritten_bbox = 0.290955 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.306080, GIOU: 0.243963), Class: 0.465894, Obj: 0.060920, No Obj: 0.003019, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.450704, iou_loss = 0.012517, total_loss = 1.463222 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001088, iou_loss = 0.000000, total_loss = 0.001088 \n",
" total_bbox = 35061, rewritten_bbox = 0.290922 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275869, GIOU: 0.159264), Class: 0.523804, Obj: 0.164124, No Obj: 0.002709, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.661162, iou_loss = 0.007799, total_loss = 0.668960 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.303448, GIOU: 0.142448), Class: 0.418857, Obj: 0.002260, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.787262, iou_loss = 0.465446, total_loss = 1.252708 \n",
" total_bbox = 35065, rewritten_bbox = 0.290888 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.358919, GIOU: 0.207375), Class: 0.694665, Obj: 0.041569, No Obj: 0.002421, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.243788, iou_loss = 0.021856, total_loss = 1.265644 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.132854, GIOU: -0.035779), Class: 0.786430, Obj: 0.001174, No Obj: 0.000536, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.298041, iou_loss = 0.171391, total_loss = 0.469432 \n",
" total_bbox = 35070, rewritten_bbox = 0.290847 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399625, GIOU: 0.391467), Class: 0.557782, Obj: 0.071622, No Obj: 0.002357, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.024573, iou_loss = 0.043100, total_loss = 1.067672 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.088988, GIOU: -0.094999), Class: 0.591187, Obj: 0.000558, No Obj: 0.000491, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347708, iou_loss = 0.014326, total_loss = 0.362034 \n",
" total_bbox = 35074, rewritten_bbox = 0.290814 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.440001, GIOU: 0.330945), Class: 0.521652, Obj: 0.054976, No Obj: 0.002140, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.723583, iou_loss = 0.088055, total_loss = 1.811638 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000522, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001729, iou_loss = 0.000000, total_loss = 0.001729 \n",
" total_bbox = 35079, rewritten_bbox = 0.290772 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332947, GIOU: 0.252688), Class: 0.585546, Obj: 0.072000, No Obj: 0.002584, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.251190, iou_loss = 0.025860, total_loss = 1.277050 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.692507, GIOU: 0.662767), Class: 0.573706, Obj: 0.003432, No Obj: 0.000512, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.344939, iou_loss = 2.275038, total_loss = 2.619977 \n",
" total_bbox = 35084, rewritten_bbox = 0.290731 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.397764, GIOU: 0.397765), Class: 0.434128, Obj: 0.022180, No Obj: 0.002745, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.572428, iou_loss = 0.093139, total_loss = 1.665567 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.599367, GIOU: 0.559812), Class: 0.579681, Obj: 0.021897, No Obj: 0.000532, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.341560, iou_loss = 0.165740, total_loss = 0.507300 \n",
" total_bbox = 35089, rewritten_bbox = 0.290689 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.376781, GIOU: 0.376539), Class: 0.491011, Obj: 0.118966, No Obj: 0.003220, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.309678, iou_loss = 0.018540, total_loss = 1.328218 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000479, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000899, iou_loss = 0.000000, total_loss = 0.000899 \n",
" total_bbox = 35093, rewritten_bbox = 0.290656 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.251900, GIOU: 0.214231), Class: 0.526686, Obj: 0.085466, No Obj: 0.002583, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.365949, iou_loss = 0.003377, total_loss = 1.369326 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000481, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000960, iou_loss = 0.000000, total_loss = 0.000960 \n",
" total_bbox = 35097, rewritten_bbox = 0.290623 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.697870, GIOU: 0.665272), Class: 0.649041, Obj: 0.084250, No Obj: 0.002327, .5R: 1.000000, .75R: 0.333333, count: 3, class_loss = 0.948239, iou_loss = 0.362295, total_loss = 1.310534 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.334925, GIOU: 0.294049), Class: 0.439386, Obj: 0.002307, No Obj: 0.000517, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.410257, iou_loss = 0.074064, total_loss = 0.484321 \n",
" total_bbox = 35101, rewritten_bbox = 0.290590 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 439: 0.810920, 0.889286 avg loss, 0.000097 rate, 0.674987 seconds, 28096 images, 0.718274 hours left\n",
"Loaded: 0.000062 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319770, GIOU: 0.236612), Class: 0.518391, Obj: 0.122588, No Obj: 0.002897, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.356645, iou_loss = 0.024985, total_loss = 1.381629 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000512, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001001, iou_loss = 0.000000, total_loss = 0.001001 \n",
" total_bbox = 35105, rewritten_bbox = 0.290557 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.396013, GIOU: 0.306198), Class: 0.550348, Obj: 0.020926, No Obj: 0.002295, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.545589, iou_loss = 0.049595, total_loss = 1.595184 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000542, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001800, iou_loss = 0.000000, total_loss = 0.001800 \n",
" total_bbox = 35109, rewritten_bbox = 0.290524 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.558889, GIOU: 0.483074), Class: 0.592151, Obj: 0.052408, No Obj: 0.002177, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.411119, iou_loss = 0.085302, total_loss = 1.496420 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.411159, GIOU: 0.312755), Class: 0.494000, Obj: 0.001622, No Obj: 0.000566, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.396434, iou_loss = 2.568237, total_loss = 2.964671 \n",
" total_bbox = 35114, rewritten_bbox = 0.290482 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.388959, GIOU: 0.268448), Class: 0.537868, Obj: 0.038786, No Obj: 0.001880, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.427263, iou_loss = 0.035585, total_loss = 1.462848 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000553, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003561, iou_loss = 0.000000, total_loss = 0.003561 \n",
" total_bbox = 35118, rewritten_bbox = 0.290449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.551718, GIOU: 0.497085), Class: 0.350258, Obj: 0.053671, No Obj: 0.002245, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.683370, iou_loss = 0.046168, total_loss = 1.729538 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000474, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000997, iou_loss = 0.000000, total_loss = 0.000997 \n",
" total_bbox = 35122, rewritten_bbox = 0.290416 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.363259, GIOU: 0.319418), Class: 0.478655, Obj: 0.064389, No Obj: 0.003637, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 2.005719, iou_loss = 0.072160, total_loss = 2.077879 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000578, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001568, iou_loss = 0.000000, total_loss = 0.001568 \n",
" total_bbox = 35127, rewritten_bbox = 0.290375 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353999, GIOU: 0.210679), Class: 0.568285, Obj: 0.023392, No Obj: 0.001927, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.670007, iou_loss = 0.023307, total_loss = 1.693314 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000509, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002926, iou_loss = 0.000000, total_loss = 0.002926 \n",
" total_bbox = 35132, rewritten_bbox = 0.290334 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.462387, GIOU: 0.441814), Class: 0.563323, Obj: 0.180016, No Obj: 0.002802, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.274148, iou_loss = 0.193865, total_loss = 1.468013 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.249699, GIOU: -0.040151), Class: 0.787008, Obj: 0.005043, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350500, iou_loss = 0.029219, total_loss = 0.379719 \n",
" total_bbox = 35137, rewritten_bbox = 0.290292 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.234252, GIOU: 0.094828), Class: 0.450177, Obj: 0.047413, No Obj: 0.002362, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.482536, iou_loss = 0.004628, total_loss = 1.487164 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.094382, GIOU: -0.401956), Class: 0.720928, Obj: 0.001422, No Obj: 0.000489, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.290604, iou_loss = 0.004511, total_loss = 0.295115 \n",
" total_bbox = 35142, rewritten_bbox = 0.290251 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.281336, GIOU: 0.197551), Class: 0.473653, Obj: 0.011412, No Obj: 0.001879, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.503837, iou_loss = 0.067214, total_loss = 1.571051 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000518, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000989, iou_loss = 0.000000, total_loss = 0.000989 \n",
" total_bbox = 35146, rewritten_bbox = 0.290218 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.502700, GIOU: 0.456019), Class: 0.584083, Obj: 0.037934, No Obj: 0.002016, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.656258, iou_loss = 0.146397, total_loss = 1.802655 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.332735, GIOU: 0.332735), Class: 0.543866, Obj: 0.002250, No Obj: 0.000539, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.115069, iou_loss = 0.344582, total_loss = 1.459651 \n",
" total_bbox = 35154, rewritten_bbox = 0.290152 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.556451, GIOU: 0.531809), Class: 0.599562, Obj: 0.097037, No Obj: 0.002828, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.245438, iou_loss = 0.036695, total_loss = 1.282133 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000550, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002741, iou_loss = 0.000000, total_loss = 0.002741 \n",
" total_bbox = 35158, rewritten_bbox = 0.290119 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.450500, GIOU: 0.384168), Class: 0.630373, Obj: 0.150046, No Obj: 0.003595, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.966641, iou_loss = 0.048773, total_loss = 1.015414 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001327, iou_loss = 0.000000, total_loss = 0.001327 \n",
" total_bbox = 35161, rewritten_bbox = 0.290094 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421544, GIOU: 0.323489), Class: 0.473669, Obj: 0.022686, No Obj: 0.002318, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.349113, iou_loss = 0.198305, total_loss = 2.547418 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000507, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001724, iou_loss = 0.000000, total_loss = 0.001724 \n",
" total_bbox = 35167, rewritten_bbox = 0.290045 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477478, GIOU: 0.375055), Class: 0.509880, Obj: 0.073444, No Obj: 0.002436, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.308708, iou_loss = 0.088962, total_loss = 1.397670 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.497033, GIOU: 0.444041), Class: 0.405690, Obj: 0.000758, No Obj: 0.000509, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.381794, iou_loss = 0.225610, total_loss = 0.607404 \n",
" total_bbox = 35173, rewritten_bbox = 0.292838 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429665, GIOU: 0.403123), Class: 0.582720, Obj: 0.105663, No Obj: 0.002629, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.971742, iou_loss = 0.061015, total_loss = 1.032757 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.446257, GIOU: 0.313956), Class: 0.461886, Obj: 0.027262, No Obj: 0.000522, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.426080, iou_loss = 0.102381, total_loss = 0.528461 \n",
" total_bbox = 35177, rewritten_bbox = 0.292805 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 440: 0.845894, 0.884947 avg loss, 0.000098 rate, 0.717721 seconds, 28160 images, 0.717769 hours left\n",
"Loaded: 0.000043 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.354101, GIOU: 0.327457), Class: 0.560726, Obj: 0.100312, No Obj: 0.002103, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.211494, iou_loss = 0.257318, total_loss = 1.468812 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.477911, GIOU: 0.437677), Class: 0.533433, Obj: 0.002628, No Obj: 0.000556, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.720206, iou_loss = 1.238159, total_loss = 1.958365 \n",
" total_bbox = 35183, rewritten_bbox = 0.292755 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300464, GIOU: 0.265512), Class: 0.490185, Obj: 0.085345, No Obj: 0.002566, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.346874, iou_loss = 0.033640, total_loss = 1.380514 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.300296, GIOU: 0.300296), Class: 0.665470, Obj: 0.008986, No Obj: 0.000516, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.324708, iou_loss = 0.079497, total_loss = 0.404205 \n",
" total_bbox = 35188, rewritten_bbox = 0.292713 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.416635, GIOU: 0.367660), Class: 0.553513, Obj: 0.033905, No Obj: 0.001964, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.842770, iou_loss = 0.052507, total_loss = 1.895277 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000974, iou_loss = 0.000000, total_loss = 0.000974 \n",
" total_bbox = 35193, rewritten_bbox = 0.292672 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332076, GIOU: 0.204662), Class: 0.617024, Obj: 0.079335, No Obj: 0.002574, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.295691, iou_loss = 0.007823, total_loss = 1.303513 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.681203), Class: 0.492666, Obj: 0.000504, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.406032, iou_loss = 0.077545, total_loss = 0.483577 \n",
" total_bbox = 35198, rewritten_bbox = 0.292630 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.386940, GIOU: 0.359869), Class: 0.500083, Obj: 0.045945, No Obj: 0.002925, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.384060, iou_loss = 0.015316, total_loss = 1.399377 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.219591, GIOU: 0.158090), Class: 0.474391, Obj: 0.001963, No Obj: 0.000515, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.428729, iou_loss = 0.802779, total_loss = 1.231509 \n",
" total_bbox = 35203, rewritten_bbox = 0.292589 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.570993, GIOU: 0.566089), Class: 0.560434, Obj: 0.019114, No Obj: 0.002212, .5R: 0.500000, .75R: 0.500000, count: 2, class_loss = 0.679664, iou_loss = 0.009914, total_loss = 0.689578 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.469377, GIOU: 0.345973), Class: 0.466676, Obj: 0.003375, No Obj: 0.000499, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.741512, iou_loss = 0.375638, total_loss = 1.117151 \n",
" total_bbox = 35207, rewritten_bbox = 0.292555 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421514, GIOU: 0.316394), Class: 0.502415, Obj: 0.048705, No Obj: 0.002536, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.112374, iou_loss = 0.038095, total_loss = 1.150468 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.357746, GIOU: 0.318103), Class: 0.530536, Obj: 0.002288, No Obj: 0.000488, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.655885, iou_loss = 0.191061, total_loss = 0.846946 \n",
" total_bbox = 35212, rewritten_bbox = 0.292514 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.575349, GIOU: 0.520647), Class: 0.552175, Obj: 0.034517, No Obj: 0.002627, .5R: 0.750000, .75R: 0.250000, count: 4, class_loss = 1.508889, iou_loss = 0.033536, total_loss = 1.542425 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000987, iou_loss = 0.000000, total_loss = 0.000987 \n",
" total_bbox = 35216, rewritten_bbox = 0.292481 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.259250, GIOU: 0.104470), Class: 0.562925, Obj: 0.039919, No Obj: 0.002409, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.129167, iou_loss = 0.085682, total_loss = 2.214848 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.418307, GIOU: 0.334474), Class: 0.437684, Obj: 0.022376, No Obj: 0.000540, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.415898, iou_loss = 0.119504, total_loss = 0.535402 \n",
" total_bbox = 35223, rewritten_bbox = 0.292423 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394355, GIOU: 0.219399), Class: 0.488865, Obj: 0.036039, No Obj: 0.002107, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.358288, iou_loss = 0.010189, total_loss = 1.368477 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001398, iou_loss = 0.000000, total_loss = 0.001398 \n",
" total_bbox = 35227, rewritten_bbox = 0.292389 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.436413, GIOU: 0.316890), Class: 0.520569, Obj: 0.024034, No Obj: 0.002235, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.602203, iou_loss = 0.014925, total_loss = 1.617128 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.378568, GIOU: 0.316553), Class: 0.308067, Obj: 0.008445, No Obj: 0.000525, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.424304, iou_loss = 0.785296, total_loss = 1.209600 \n",
" total_bbox = 35232, rewritten_bbox = 0.292348 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345948, GIOU: 0.171049), Class: 0.525255, Obj: 0.040015, No Obj: 0.002387, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.436824, iou_loss = 0.016216, total_loss = 1.453040 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000503, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002332, iou_loss = 0.000000, total_loss = 0.002332 \n",
" total_bbox = 35236, rewritten_bbox = 0.292315 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.370953, GIOU: 0.370953), Class: 0.452460, Obj: 0.038480, No Obj: 0.002581, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.404104, iou_loss = 0.010938, total_loss = 1.415042 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000476, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001099, iou_loss = 0.000000, total_loss = 0.001099 \n",
" total_bbox = 35240, rewritten_bbox = 0.292282 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277309, GIOU: 0.137991), Class: 0.428957, Obj: 0.051388, No Obj: 0.002284, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.520514, iou_loss = 0.009501, total_loss = 1.530014 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000476, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001278, iou_loss = 0.000000, total_loss = 0.001278 \n",
" total_bbox = 35244, rewritten_bbox = 0.292248 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.301301, GIOU: 0.132281), Class: 0.455660, Obj: 0.037295, No Obj: 0.002933, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.870244, iou_loss = 0.018215, total_loss = 1.888459 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000559, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001362, iou_loss = 0.000000, total_loss = 0.001362 \n",
" total_bbox = 35249, rewritten_bbox = 0.292207 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.303928, GIOU: 0.034603), Class: 0.387837, Obj: 0.046282, No Obj: 0.001988, .5R: 0.000000, .75R: 0.000000, count: 7, class_loss = 3.003402, iou_loss = 0.053455, total_loss = 3.056857 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348348, GIOU: 0.178476), Class: 0.567100, Obj: 0.008283, No Obj: 0.000501, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.714499, iou_loss = 0.127294, total_loss = 0.841793 \n",
" total_bbox = 35258, rewritten_bbox = 0.292132 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 441: 0.932108, 0.889663 avg loss, 0.000099 rate, 0.721203 seconds, 28224 images, 0.717689 hours left\n",
"Loaded: 0.000029 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.317228, GIOU: 0.249184), Class: 0.458952, Obj: 0.101300, No Obj: 0.002732, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.840194, iou_loss = 0.071191, total_loss = 1.911385 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000526, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002532, iou_loss = 0.000000, total_loss = 0.002532 \n",
" total_bbox = 35263, rewritten_bbox = 0.292091 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.490077, GIOU: 0.459842), Class: 0.557450, Obj: 0.041605, No Obj: 0.003003, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.042825, iou_loss = 0.030274, total_loss = 1.073099 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.539855, GIOU: 0.490829), Class: 0.362517, Obj: 0.007781, No Obj: 0.000496, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.821316, iou_loss = 0.403837, total_loss = 1.225153 \n",
" total_bbox = 35268, rewritten_bbox = 0.292049 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.241919, GIOU: 0.001091), Class: 0.498829, Obj: 0.028704, No Obj: 0.002339, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.462622, iou_loss = 0.008162, total_loss = 1.470784 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.165139, GIOU: 0.126293), Class: 0.480337, Obj: 0.000976, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.406238, iou_loss = 0.039695, total_loss = 0.445933 \n",
" total_bbox = 35273, rewritten_bbox = 0.292008 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.519390, GIOU: 0.519389), Class: 0.610546, Obj: 0.054714, No Obj: 0.002332, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.609237, iou_loss = 0.040843, total_loss = 0.650081 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.501157, GIOU: 0.422227), Class: 0.498442, Obj: 0.002183, No Obj: 0.000509, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.175946, iou_loss = 1.897387, total_loss = 3.073333 \n",
" total_bbox = 35278, rewritten_bbox = 0.291967 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.396518, GIOU: 0.226392), Class: 0.631320, Obj: 0.069835, No Obj: 0.002038, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.234833, iou_loss = 0.136738, total_loss = 1.371571 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001976, iou_loss = 0.000000, total_loss = 0.001976 \n",
" total_bbox = 35282, rewritten_bbox = 0.291934 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321192, GIOU: 0.208624), Class: 0.487444, Obj: 0.040322, No Obj: 0.002758, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.521332, iou_loss = 0.018889, total_loss = 1.540221 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000490, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001048, iou_loss = 0.000000, total_loss = 0.001048 \n",
" total_bbox = 35286, rewritten_bbox = 0.291900 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.473235, GIOU: 0.322970), Class: 0.666121, Obj: 0.025118, No Obj: 0.002786, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.689961, iou_loss = 0.005223, total_loss = 0.695183 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.334189, GIOU: 0.298155), Class: 0.490662, Obj: 0.005094, No Obj: 0.000585, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.717786, iou_loss = 0.439088, total_loss = 1.156874 \n",
" total_bbox = 35290, rewritten_bbox = 0.291867 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.454680, GIOU: 0.331608), Class: 0.590839, Obj: 0.061496, No Obj: 0.003391, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.692561, iou_loss = 0.052464, total_loss = 1.745025 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000535, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001736, iou_loss = 0.000000, total_loss = 0.001736 \n",
" total_bbox = 35295, rewritten_bbox = 0.291826 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.357961, GIOU: 0.309829), Class: 0.467774, Obj: 0.030216, No Obj: 0.002331, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.094372, iou_loss = 0.073524, total_loss = 1.167896 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.385864, GIOU: 0.189945), Class: 0.421450, Obj: 0.002386, No Obj: 0.000491, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.434854, iou_loss = 0.063611, total_loss = 0.498465 \n",
" total_bbox = 35299, rewritten_bbox = 0.291793 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368775, GIOU: 0.350144), Class: 0.444275, Obj: 0.059002, No Obj: 0.002468, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.444849, iou_loss = 0.097917, total_loss = 1.542766 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.512054, GIOU: 0.468933), Class: 0.511404, Obj: 0.002025, No Obj: 0.000504, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.699250, iou_loss = 0.343543, total_loss = 1.042794 \n",
" total_bbox = 35305, rewritten_bbox = 0.291743 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424417, GIOU: 0.322863), Class: 0.564387, Obj: 0.061714, No Obj: 0.002410, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.294325, iou_loss = 0.073297, total_loss = 1.367622 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000481, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001057, iou_loss = 0.000000, total_loss = 0.001057 \n",
" total_bbox = 35309, rewritten_bbox = 0.291710 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.252942, GIOU: 0.147767), Class: 0.503028, Obj: 0.076406, No Obj: 0.003362, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.802007, iou_loss = 0.015545, total_loss = 1.817552 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.466390, GIOU: 0.466390), Class: 0.544592, Obj: 0.001287, No Obj: 0.000480, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330286, iou_loss = 0.592186, total_loss = 0.922472 \n",
" total_bbox = 35315, rewritten_bbox = 0.291661 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.437986, GIOU: 0.396125), Class: 0.461022, Obj: 0.176927, No Obj: 0.003493, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.475647, iou_loss = 0.076196, total_loss = 1.551843 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.346841, GIOU: 0.346841), Class: 0.662012, Obj: 0.006439, No Obj: 0.000509, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.296964, iou_loss = 0.323059, total_loss = 0.620023 \n",
" total_bbox = 35320, rewritten_bbox = 0.291619 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421127, GIOU: 0.339059), Class: 0.503215, Obj: 0.100181, No Obj: 0.002909, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.410638, iou_loss = 0.012618, total_loss = 1.423255 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000478, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001340, iou_loss = 0.000000, total_loss = 0.001340 \n",
" total_bbox = 35324, rewritten_bbox = 0.291586 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369374, GIOU: 0.369374), Class: 0.601301, Obj: 0.069667, No Obj: 0.003019, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.818694, iou_loss = 0.004239, total_loss = 0.822933 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.298890, GIOU: 0.187809), Class: 0.653125, Obj: 0.001264, No Obj: 0.000546, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359035, iou_loss = 0.769152, total_loss = 1.128188 \n",
" total_bbox = 35327, rewritten_bbox = 0.291562 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455452, GIOU: 0.364742), Class: 0.444030, Obj: 0.022097, No Obj: 0.002821, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.443728, iou_loss = 0.010654, total_loss = 1.454382 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000487, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000969, iou_loss = 0.000000, total_loss = 0.000969 \n",
" total_bbox = 35331, rewritten_bbox = 0.291529 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 442: 0.824851, 0.883182 avg loss, 0.000100 rate, 0.701101 seconds, 28288 images, 0.717643 hours left\n",
"Loaded: 0.000036 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.125482, GIOU: 0.002885), Class: 0.619904, Obj: 0.100850, No Obj: 0.002148, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.588518, iou_loss = 0.000767, total_loss = 0.589285 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.169216, GIOU: -0.372758), Class: 0.666051, Obj: 0.000666, No Obj: 0.000513, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.680895, iou_loss = 0.034288, total_loss = 0.715183 \n",
" total_bbox = 35335, rewritten_bbox = 0.291496 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.485483, GIOU: 0.428896), Class: 0.539995, Obj: 0.013234, No Obj: 0.002359, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.159017, iou_loss = 0.183519, total_loss = 1.342536 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000525, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002024, iou_loss = 0.000000, total_loss = 0.002024 \n",
" total_bbox = 35338, rewritten_bbox = 0.291471 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.485308, GIOU: 0.447064), Class: 0.661195, Obj: 0.141482, No Obj: 0.003854, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.152935, iou_loss = 0.112564, total_loss = 1.265498 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.599587, GIOU: 0.593268), Class: 0.451194, Obj: 0.032674, No Obj: 0.000502, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.382957, iou_loss = 0.193255, total_loss = 0.576212 \n",
" total_bbox = 35343, rewritten_bbox = 0.291430 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.459613, GIOU: 0.365536), Class: 0.606233, Obj: 0.071750, No Obj: 0.002372, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.384760, iou_loss = 0.116389, total_loss = 1.501149 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000544, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001979, iou_loss = 0.000000, total_loss = 0.001979 \n",
" total_bbox = 35347, rewritten_bbox = 0.291397 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.484951, GIOU: 0.401188), Class: 0.471611, Obj: 0.069379, No Obj: 0.002260, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.381137, iou_loss = 0.051297, total_loss = 1.432435 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000470, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000859, iou_loss = 0.000000, total_loss = 0.000859 \n",
" total_bbox = 35351, rewritten_bbox = 0.291364 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372392, GIOU: 0.174879), Class: 0.594593, Obj: 0.144696, No Obj: 0.002882, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.830078, iou_loss = 0.016014, total_loss = 0.846093 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.520332, GIOU: 0.405133), Class: 0.509980, Obj: 0.003429, No Obj: 0.000481, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.727921, iou_loss = 0.664168, total_loss = 1.392089 \n",
" total_bbox = 35356, rewritten_bbox = 0.291323 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.348448, GIOU: 0.214422), Class: 0.535982, Obj: 0.033434, No Obj: 0.002852, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.500800, iou_loss = 0.053224, total_loss = 1.554024 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001681, iou_loss = 0.000000, total_loss = 0.001681 \n",
" total_bbox = 35360, rewritten_bbox = 0.291290 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.269790, GIOU: 0.160414), Class: 0.694458, Obj: 0.128404, No Obj: 0.003110, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.137929, iou_loss = 0.020046, total_loss = 1.157975 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.178547, GIOU: 0.035702), Class: 0.556079, Obj: 0.005713, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.962163, iou_loss = 0.547859, total_loss = 1.510023 \n",
" total_bbox = 35367, rewritten_bbox = 0.291232 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.252132, GIOU: 0.252132), Class: 0.377658, Obj: 0.048092, No Obj: 0.003546, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.449161, iou_loss = 0.004827, total_loss = 0.453987 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.402359, GIOU: 0.392859), Class: 0.508155, Obj: 0.010712, No Obj: 0.000589, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.085373, iou_loss = 1.107185, total_loss = 2.192558 \n",
" total_bbox = 35371, rewritten_bbox = 0.291199 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413607, GIOU: 0.351993), Class: 0.540249, Obj: 0.031824, No Obj: 0.002253, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.444115, iou_loss = 0.055217, total_loss = 1.499331 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000462, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000914, iou_loss = 0.000000, total_loss = 0.000914 \n",
" total_bbox = 35375, rewritten_bbox = 0.291166 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355974, GIOU: 0.258389), Class: 0.556130, Obj: 0.029296, No Obj: 0.003312, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.500560, iou_loss = 0.022134, total_loss = 1.522694 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.758372, GIOU: 0.745917), Class: 0.583817, Obj: 0.065160, No Obj: 0.000624, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.303711, iou_loss = 0.460493, total_loss = 0.764204 \n",
" total_bbox = 35380, rewritten_bbox = 0.291125 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.280861, GIOU: 0.220199), Class: 0.513065, Obj: 0.007297, No Obj: 0.002347, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.121643, iou_loss = 0.059058, total_loss = 2.180701 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000513, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001802, iou_loss = 0.000000, total_loss = 0.001802 \n",
" total_bbox = 35386, rewritten_bbox = 0.291076 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355945, GIOU: 0.278542), Class: 0.561883, Obj: 0.024209, No Obj: 0.001931, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.282943, iou_loss = 0.013090, total_loss = 1.296032 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000906, iou_loss = 0.000000, total_loss = 0.000906 \n",
" total_bbox = 35390, rewritten_bbox = 0.291043 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.265889, GIOU: 0.186476), Class: 0.482150, Obj: 0.045773, No Obj: 0.002665, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.444586, iou_loss = 0.044173, total_loss = 1.488759 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.577170, GIOU: 0.554449), Class: 0.459557, Obj: 0.003218, No Obj: 0.000502, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.109850, iou_loss = 1.924970, total_loss = 3.034820 \n",
" total_bbox = 35397, rewritten_bbox = 0.290985 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.323427, GIOU: 0.278906), Class: 0.552916, Obj: 0.035762, No Obj: 0.002304, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.766873, iou_loss = 0.010035, total_loss = 1.776908 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000460, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001153, iou_loss = 0.000000, total_loss = 0.001153 \n",
" total_bbox = 35402, rewritten_bbox = 0.290944 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.494468, GIOU: 0.463050), Class: 0.512629, Obj: 0.010858, No Obj: 0.002351, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.825946, iou_loss = 0.084739, total_loss = 1.910685 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.181188, GIOU: -0.267659), Class: 0.603327, Obj: 0.000935, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.359229, iou_loss = 0.008651, total_loss = 0.367880 \n",
" total_bbox = 35408, rewritten_bbox = 0.290895 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 443: 0.839191, 0.878783 avg loss, 0.000101 rate, 0.694104 seconds, 28352 images, 0.717396 hours left\n",
"Loaded: 0.000041 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320162, GIOU: 0.164478), Class: 0.544312, Obj: 0.040473, No Obj: 0.002421, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.539119, iou_loss = 0.039768, total_loss = 1.578886 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001001, iou_loss = 0.000000, total_loss = 0.001001 \n",
" total_bbox = 35412, rewritten_bbox = 0.290862 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.293464, GIOU: 0.264318), Class: 0.552529, Obj: 0.029976, No Obj: 0.002962, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.395337, iou_loss = 0.026135, total_loss = 1.421471 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.253407, GIOU: 0.227113), Class: 0.548165, Obj: 0.001560, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.758348, iou_loss = 0.444130, total_loss = 1.202478 \n",
" total_bbox = 35418, rewritten_bbox = 0.290813 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418944, GIOU: 0.393616), Class: 0.484804, Obj: 0.066947, No Obj: 0.002670, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 2.109465, iou_loss = 0.103169, total_loss = 2.212635 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.187185, GIOU: -0.238906), Class: 0.445211, Obj: 0.000272, No Obj: 0.000482, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.817491, iou_loss = 0.076481, total_loss = 0.893973 \n",
" total_bbox = 35426, rewritten_bbox = 0.290747 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.204437, GIOU: 0.097983), Class: 0.510447, Obj: 0.127247, No Obj: 0.002399, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.702936, iou_loss = 0.053575, total_loss = 1.756511 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.524715, GIOU: 0.513985), Class: 0.515876, Obj: 0.001266, No Obj: 0.000466, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.777979, iou_loss = 1.475771, total_loss = 2.253750 \n",
" total_bbox = 35433, rewritten_bbox = 0.290689 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.289415, GIOU: 0.205919), Class: 0.540565, Obj: 0.057597, No Obj: 0.002567, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.360137, iou_loss = 0.024215, total_loss = 1.384352 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000476, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001022, iou_loss = 0.000000, total_loss = 0.001022 \n",
" total_bbox = 35437, rewritten_bbox = 0.290657 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.591423, GIOU: 0.543568), Class: 0.520676, Obj: 0.024861, No Obj: 0.002355, .5R: 0.833333, .75R: 0.000000, count: 6, class_loss = 2.134851, iou_loss = 0.274573, total_loss = 2.409424 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000531, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004554, iou_loss = 0.000000, total_loss = 0.004554 \n",
" total_bbox = 35443, rewritten_bbox = 0.290607 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410554, GIOU: 0.261964), Class: 0.554681, Obj: 0.169260, No Obj: 0.002317, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.983539, iou_loss = 0.114583, total_loss = 1.098122 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000539, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002958, iou_loss = 0.000000, total_loss = 0.002958 \n",
" total_bbox = 35446, rewritten_bbox = 0.290583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.384455, GIOU: 0.365037), Class: 0.633947, Obj: 0.094836, No Obj: 0.002543, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.859094, iou_loss = 0.061143, total_loss = 0.920238 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.252820, GIOU: 0.144491), Class: 0.528268, Obj: 0.011142, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.887280, iou_loss = 0.065050, total_loss = 0.952329 \n",
" total_bbox = 35451, rewritten_bbox = 0.290542 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.410138, GIOU: 0.403689), Class: 0.603657, Obj: 0.047786, No Obj: 0.002856, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.107202, iou_loss = 0.111019, total_loss = 1.218221 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.343751, GIOU: 0.148854), Class: 0.465127, Obj: 0.000942, No Obj: 0.000497, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.224966, iou_loss = 4.134154, total_loss = 6.359121 \n",
" total_bbox = 35461, rewritten_bbox = 0.293280 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.363382, GIOU: 0.297846), Class: 0.542515, Obj: 0.021972, No Obj: 0.002723, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.430493, iou_loss = 0.061389, total_loss = 1.491881 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000464, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001023, iou_loss = 0.000000, total_loss = 0.001023 \n",
" total_bbox = 35465, rewritten_bbox = 0.293247 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.512804, GIOU: 0.413057), Class: 0.465109, Obj: 0.038705, No Obj: 0.002160, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.860902, iou_loss = 0.118820, total_loss = 1.979722 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000492, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002387, iou_loss = 0.000000, total_loss = 0.002387 \n",
" total_bbox = 35470, rewritten_bbox = 0.293206 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.318453, GIOU: 0.166421), Class: 0.607138, Obj: 0.048172, No Obj: 0.002754, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 1.970624, iou_loss = 0.087773, total_loss = 2.058397 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.190069, GIOU: 0.190070), Class: 0.782441, Obj: 0.000452, No Obj: 0.000530, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350787, iou_loss = 0.031600, total_loss = 0.382387 \n",
" total_bbox = 35477, rewritten_bbox = 0.293148 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.386835, GIOU: 0.267834), Class: 0.530561, Obj: 0.037375, No Obj: 0.002443, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.753983, iou_loss = 0.030780, total_loss = 1.784763 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000442, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000755, iou_loss = 0.000000, total_loss = 0.000755 \n",
" total_bbox = 35482, rewritten_bbox = 0.293106 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.423419, GIOU: 0.374689), Class: 0.596072, Obj: 0.062189, No Obj: 0.002345, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.385585, iou_loss = 0.028120, total_loss = 1.413706 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000446, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000754, iou_loss = 0.000000, total_loss = 0.000754 \n",
" total_bbox = 35486, rewritten_bbox = 0.293073 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429080, GIOU: 0.411185), Class: 0.474822, Obj: 0.024133, No Obj: 0.002220, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.445986, iou_loss = 0.032542, total_loss = 1.478528 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.359312, GIOU: 0.163523), Class: 0.462789, Obj: 0.002307, No Obj: 0.000479, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.764045, iou_loss = 0.655277, total_loss = 1.419322 \n",
" total_bbox = 35492, rewritten_bbox = 0.293024 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.213716, GIOU: 0.213716), Class: 0.481717, Obj: 0.071899, No Obj: 0.002382, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.418787, iou_loss = 0.005995, total_loss = 1.424782 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000489, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002172, iou_loss = 0.000000, total_loss = 0.002172 \n",
" total_bbox = 35496, rewritten_bbox = 0.292991 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 444: 0.978645, 0.888769 avg loss, 0.000101 rate, 0.703904 seconds, 28416 images, 0.717081 hours left\n",
"Loaded: 0.000055 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.275214, GIOU: 0.234027), Class: 0.591970, Obj: 0.037480, No Obj: 0.001989, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.099950, iou_loss = 0.063673, total_loss = 1.163623 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.109033, GIOU: -0.313332), Class: 0.493331, Obj: 0.000852, No Obj: 0.000485, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.394297, iou_loss = 0.016195, total_loss = 0.410492 \n",
" total_bbox = 35500, rewritten_bbox = 0.292958 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.259324, GIOU: 0.220126), Class: 0.458075, Obj: 0.031626, No Obj: 0.002202, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.577165, iou_loss = 0.015750, total_loss = 1.592914 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000520, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001208, iou_loss = 0.000000, total_loss = 0.001208 \n",
" total_bbox = 35504, rewritten_bbox = 0.292925 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.249574, GIOU: 0.166077), Class: 0.477097, Obj: 0.041251, No Obj: 0.001909, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.501539, iou_loss = 0.011482, total_loss = 1.513021 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000859, iou_loss = 0.000000, total_loss = 0.000859 \n",
" total_bbox = 35508, rewritten_bbox = 0.292892 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.489552, GIOU: 0.482184), Class: 0.565361, Obj: 0.034847, No Obj: 0.002471, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.239063, iou_loss = 0.018610, total_loss = 1.257673 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000489, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001122, iou_loss = 0.000000, total_loss = 0.001122 \n",
" total_bbox = 35512, rewritten_bbox = 0.292859 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399754, GIOU: 0.321749), Class: 0.523508, Obj: 0.088371, No Obj: 0.002400, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.415173, iou_loss = 0.029891, total_loss = 1.445063 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000468, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001024, iou_loss = 0.000000, total_loss = 0.001024 \n",
" total_bbox = 35516, rewritten_bbox = 0.292826 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.724941, GIOU: 0.705716), Class: 0.701909, Obj: 0.031065, No Obj: 0.002579, .5R: 1.000000, .75R: 0.333333, count: 3, class_loss = 0.873140, iou_loss = 0.056096, total_loss = 0.929236 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.391053, GIOU: 0.221744), Class: 0.643669, Obj: 0.001707, No Obj: 0.000458, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.662037, iou_loss = 0.164706, total_loss = 0.826743 \n",
" total_bbox = 35521, rewritten_bbox = 0.292785 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.316938, GIOU: 0.280765), Class: 0.448984, Obj: 0.029665, No Obj: 0.002701, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.505313, iou_loss = 0.053583, total_loss = 1.558896 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000526, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001736, iou_loss = 0.000000, total_loss = 0.001736 \n",
" total_bbox = 35525, rewritten_bbox = 0.292752 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.392178, GIOU: 0.357085), Class: 0.487602, Obj: 0.099111, No Obj: 0.002549, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.942236, iou_loss = 0.081219, total_loss = 1.023456 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.308673, GIOU: 0.308673), Class: 0.365804, Obj: 0.012556, No Obj: 0.000588, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.376842, iou_loss = 0.082333, total_loss = 0.459176 \n",
" total_bbox = 35529, rewritten_bbox = 0.292719 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409195, GIOU: 0.360650), Class: 0.559134, Obj: 0.028891, No Obj: 0.003092, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 1.992170, iou_loss = 0.081698, total_loss = 2.073868 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001372, iou_loss = 0.000000, total_loss = 0.001372 \n",
" total_bbox = 35535, rewritten_bbox = 0.292669 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.364603, GIOU: 0.295210), Class: 0.391208, Obj: 0.020443, No Obj: 0.002493, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.182227, iou_loss = 0.057168, total_loss = 1.239396 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000445, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001228, iou_loss = 0.000000, total_loss = 0.001228 \n",
" total_bbox = 35538, rewritten_bbox = 0.292645 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346098, GIOU: 0.201397), Class: 0.393241, Obj: 0.009255, No Obj: 0.002566, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.748454, iou_loss = 0.088457, total_loss = 1.836911 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.368002, GIOU: 0.316283), Class: 0.490229, Obj: 0.000498, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.384778, iou_loss = 0.045470, total_loss = 0.430247 \n",
" total_bbox = 35543, rewritten_bbox = 0.292603 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.414845, GIOU: 0.396195), Class: 0.645999, Obj: 0.096832, No Obj: 0.003148, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.468522, iou_loss = 0.057763, total_loss = 1.526286 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000520, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001956, iou_loss = 0.000000, total_loss = 0.001956 \n",
" total_bbox = 35548, rewritten_bbox = 0.292562 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.527589, GIOU: 0.450752), Class: 0.562164, Obj: 0.032584, No Obj: 0.002906, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.463161, iou_loss = 0.048277, total_loss = 1.511438 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.510236, GIOU: 0.429041), Class: 0.528274, Obj: 0.026030, No Obj: 0.000485, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.683871, iou_loss = 0.372797, total_loss = 1.056668 \n",
" total_bbox = 35554, rewritten_bbox = 0.292513 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.523961, GIOU: 0.472988), Class: 0.537543, Obj: 0.032927, No Obj: 0.002879, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.494601, iou_loss = 0.018675, total_loss = 1.513275 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000439, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000754, iou_loss = 0.000000, total_loss = 0.000754 \n",
" total_bbox = 35558, rewritten_bbox = 0.292480 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.352214, GIOU: 0.321876), Class: 0.535989, Obj: 0.014218, No Obj: 0.002400, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.404963, iou_loss = 0.024980, total_loss = 1.429943 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.483993, GIOU: 0.413283), Class: 0.566801, Obj: 0.006284, No Obj: 0.000469, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.020560, iou_loss = 0.369453, total_loss = 1.390013 \n",
" total_bbox = 35565, rewritten_bbox = 0.292422 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.446683, GIOU: 0.385802), Class: 0.502692, Obj: 0.031844, No Obj: 0.002381, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.086873, iou_loss = 0.019357, total_loss = 1.106230 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.326573, GIOU: 0.326573), Class: 0.318377, Obj: 0.004919, No Obj: 0.000522, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.873934, iou_loss = 0.222634, total_loss = 1.096568 \n",
" total_bbox = 35570, rewritten_bbox = 0.292381 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 445: 0.832728, 0.883165 avg loss, 0.000102 rate, 0.675946 seconds, 28480 images, 0.716863 hours left\n",
"Loaded: 0.000080 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.201985, GIOU: 0.150884), Class: 0.568367, Obj: 0.040288, No Obj: 0.002253, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.329805, iou_loss = 0.007170, total_loss = 1.336976 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000498, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001237, iou_loss = 0.000000, total_loss = 0.001237 \n",
" total_bbox = 35574, rewritten_bbox = 0.292348 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.477035, GIOU: 0.372881), Class: 0.484412, Obj: 0.078095, No Obj: 0.002680, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.407298, iou_loss = 0.138480, total_loss = 1.545777 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000485, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001311, iou_loss = 0.000000, total_loss = 0.001311 \n",
" total_bbox = 35578, rewritten_bbox = 0.292315 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.320667, GIOU: 0.132787), Class: 0.606977, Obj: 0.032911, No Obj: 0.002231, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.737423, iou_loss = 0.010996, total_loss = 1.748419 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000460, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001105, iou_loss = 0.000000, total_loss = 0.001105 \n",
" total_bbox = 35583, rewritten_bbox = 0.292274 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.437407, GIOU: 0.376104), Class: 0.474791, Obj: 0.029578, No Obj: 0.002620, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.946399, iou_loss = 0.014828, total_loss = 1.961227 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.486369, GIOU: 0.367135), Class: 0.515577, Obj: 0.016862, No Obj: 0.000470, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.339805, iou_loss = 0.112235, total_loss = 0.452041 \n",
" total_bbox = 35589, rewritten_bbox = 0.292225 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.407669, GIOU: 0.247717), Class: 0.374497, Obj: 0.019176, No Obj: 0.002309, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 2.004803, iou_loss = 0.026028, total_loss = 2.030831 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.363086, GIOU: 0.297388), Class: 0.367530, Obj: 0.001646, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.637845, iou_loss = 1.608364, total_loss = 3.246209 \n",
" total_bbox = 35598, rewritten_bbox = 0.292151 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322866, GIOU: 0.165139), Class: 0.370609, Obj: 0.017371, No Obj: 0.001802, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.589171, iou_loss = 0.057799, total_loss = 1.646970 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000476, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001624, iou_loss = 0.000000, total_loss = 0.001624 \n",
" total_bbox = 35602, rewritten_bbox = 0.292118 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.342021, GIOU: 0.270875), Class: 0.408354, Obj: 0.046303, No Obj: 0.002696, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 2.362829, iou_loss = 0.096609, total_loss = 2.459438 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.414136, GIOU: 0.241358), Class: 0.574615, Obj: 0.035084, No Obj: 0.000554, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.742066, iou_loss = 0.364490, total_loss = 1.106556 \n",
" total_bbox = 35610, rewritten_bbox = 0.292053 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.557539, GIOU: 0.540790), Class: 0.565520, Obj: 0.106946, No Obj: 0.002943, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.221957, iou_loss = 0.050876, total_loss = 1.272833 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000511, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004236, iou_loss = 0.000000, total_loss = 0.004236 \n",
" total_bbox = 35614, rewritten_bbox = 0.292020 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.421339, GIOU: 0.363724), Class: 0.503469, Obj: 0.112867, No Obj: 0.002778, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.342226, iou_loss = 0.028751, total_loss = 1.370978 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.587004, GIOU: 0.587006), Class: 0.499306, Obj: 0.001214, No Obj: 0.000523, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.370977, iou_loss = 0.949624, total_loss = 1.320601 \n",
" total_bbox = 35619, rewritten_bbox = 0.291979 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.210303, GIOU: 0.121454), Class: 0.611820, Obj: 0.108334, No Obj: 0.002718, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.174622, iou_loss = 0.023591, total_loss = 1.198212 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.439237, GIOU: 0.299597), Class: 0.648220, Obj: 0.003063, No Obj: 0.000548, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.427789, iou_loss = 1.558501, total_loss = 2.986290 \n",
" total_bbox = 35627, rewritten_bbox = 0.291913 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.572191, GIOU: 0.557728), Class: 0.540375, Obj: 0.021387, No Obj: 0.002466, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.083723, iou_loss = 0.057433, total_loss = 1.141156 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.488902, GIOU: 0.424905), Class: 0.379205, Obj: 0.037033, No Obj: 0.000471, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.395269, iou_loss = 0.121621, total_loss = 0.516891 \n",
" total_bbox = 35631, rewritten_bbox = 0.291881 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.314806, GIOU: 0.266174), Class: 0.529230, Obj: 0.024939, No Obj: 0.002902, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.799798, iou_loss = 0.025724, total_loss = 1.825522 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000952, iou_loss = 0.000000, total_loss = 0.000952 \n",
" total_bbox = 35636, rewritten_bbox = 0.291840 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.228353, GIOU: 0.153342), Class: 0.589644, Obj: 0.044355, No Obj: 0.002075, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.915980, iou_loss = 0.032535, total_loss = 0.948515 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.256223, GIOU: -0.091212), Class: 0.574822, Obj: 0.000199, No Obj: 0.000472, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.365316, iou_loss = 0.070743, total_loss = 0.436058 \n",
" total_bbox = 35640, rewritten_bbox = 0.291807 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.260914, GIOU: 0.260914), Class: 0.471487, Obj: 0.045864, No Obj: 0.002883, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.657446, iou_loss = 0.002213, total_loss = 0.659659 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.154925, GIOU: -0.058861), Class: 0.445353, Obj: 0.001495, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.083575, iou_loss = 2.429381, total_loss = 3.512956 \n",
" total_bbox = 35646, rewritten_bbox = 0.294563 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.296309, GIOU: 0.270504), Class: 0.611334, Obj: 0.115437, No Obj: 0.002786, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.240422, iou_loss = 0.020191, total_loss = 1.260613 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000445, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000763, iou_loss = 0.000000, total_loss = 0.000763 \n",
" total_bbox = 35650, rewritten_bbox = 0.294530 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.349744, GIOU: 0.239640), Class: 0.578945, Obj: 0.088687, No Obj: 0.002189, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.679409, iou_loss = 0.048919, total_loss = 1.728328 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.323978, GIOU: 0.116811), Class: 0.404252, Obj: 0.024487, No Obj: 0.000552, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.830618, iou_loss = 0.572172, total_loss = 1.402789 \n",
" total_bbox = 35657, rewritten_bbox = 0.294472 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 446: 0.967927, 0.891641 avg loss, 0.000103 rate, 0.690634 seconds, 28544 images, 0.716370 hours left\n",
"Loaded: 0.000070 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.384098, GIOU: 0.373458), Class: 0.604730, Obj: 0.139302, No Obj: 0.002969, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.218374, iou_loss = 0.017238, total_loss = 1.235612 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000460, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000869, iou_loss = 0.000000, total_loss = 0.000869 \n",
" total_bbox = 35661, rewritten_bbox = 0.294439 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319157, GIOU: 0.282366), Class: 0.566371, Obj: 0.075290, No Obj: 0.002053, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.345738, iou_loss = 0.106869, total_loss = 1.452607 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.366902, GIOU: 0.366902), Class: 0.421734, Obj: 0.006520, No Obj: 0.000580, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372075, iou_loss = 0.116038, total_loss = 0.488113 \n",
" total_bbox = 35666, rewritten_bbox = 0.294398 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.555477, GIOU: 0.492854), Class: 0.515190, Obj: 0.024626, No Obj: 0.002079, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.433399, iou_loss = 0.083142, total_loss = 1.516541 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000460, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001880, iou_loss = 0.000000, total_loss = 0.001880 \n",
" total_bbox = 35670, rewritten_bbox = 0.294365 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.362125, GIOU: 0.226002), Class: 0.425111, Obj: 0.033141, No Obj: 0.002816, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.551560, iou_loss = 0.011057, total_loss = 1.562616 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000473, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001186, iou_loss = 0.000000, total_loss = 0.001186 \n",
" total_bbox = 35674, rewritten_bbox = 0.294332 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.449669, GIOU: 0.368279), Class: 0.519048, Obj: 0.018447, No Obj: 0.002316, .5R: 0.500000, .75R: 0.000000, count: 6, class_loss = 1.982440, iou_loss = 0.094487, total_loss = 2.076927 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.245631, GIOU: -0.006605), Class: 0.467307, Obj: 0.000333, No Obj: 0.000459, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.340446, iou_loss = 0.067140, total_loss = 0.407586 \n",
" total_bbox = 35681, rewritten_bbox = 0.294274 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344957, GIOU: 0.313638), Class: 0.448008, Obj: 0.028033, No Obj: 0.003068, .5R: 0.285714, .75R: 0.000000, count: 7, class_loss = 3.034264, iou_loss = 0.098680, total_loss = 3.132944 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.217309, GIOU: 0.134626), Class: 0.446920, Obj: 0.001491, No Obj: 0.000507, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372290, iou_loss = 0.032313, total_loss = 0.404603 \n",
" total_bbox = 35689, rewritten_bbox = 0.294208 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.394972, GIOU: 0.394972), Class: 0.483663, Obj: 0.042948, No Obj: 0.002470, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.453223, iou_loss = 0.039502, total_loss = 1.492725 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000452, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000928, iou_loss = 0.000000, total_loss = 0.000928 \n",
" total_bbox = 35693, rewritten_bbox = 0.294175 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.375823, GIOU: 0.317352), Class: 0.525668, Obj: 0.058834, No Obj: 0.002026, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.642208, iou_loss = 0.207834, total_loss = 1.850042 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.513378, GIOU: 0.315976), Class: 0.524579, Obj: 0.007518, No Obj: 0.000542, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.110833, iou_loss = 2.172134, total_loss = 3.282967 \n",
" total_bbox = 35701, rewritten_bbox = 0.294109 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.227942, GIOU: 0.206692), Class: 0.493377, Obj: 0.027046, No Obj: 0.002267, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 1.888538, iou_loss = 0.030562, total_loss = 1.919100 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.285823, GIOU: 0.285823), Class: 0.369411, Obj: 0.002673, No Obj: 0.000504, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.765647, iou_loss = 0.142916, total_loss = 0.908563 \n",
" total_bbox = 35709, rewritten_bbox = 0.296844 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.302324, GIOU: 0.155734), Class: 0.572841, Obj: 0.014543, No Obj: 0.002068, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.993031, iou_loss = 0.014336, total_loss = 1.007368 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000470, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001788, iou_loss = 0.000000, total_loss = 0.001788 \n",
" total_bbox = 35712, rewritten_bbox = 0.296819 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.269967, GIOU: 0.147653), Class: 0.538150, Obj: 0.038919, No Obj: 0.002275, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.126833, iou_loss = 0.043768, total_loss = 2.170601 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001566, iou_loss = 0.000000, total_loss = 0.001566 \n",
" total_bbox = 35718, rewritten_bbox = 0.296769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.466935, GIOU: 0.404530), Class: 0.504240, Obj: 0.045700, No Obj: 0.002669, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.774477, iou_loss = 0.117219, total_loss = 2.891696 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000473, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001325, iou_loss = 0.000000, total_loss = 0.001325 \n",
" total_bbox = 35725, rewritten_bbox = 0.296711 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.415167, GIOU: 0.314704), Class: 0.592823, Obj: 0.039419, No Obj: 0.002614, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.718988, iou_loss = 0.026893, total_loss = 1.745881 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000465, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001034, iou_loss = 0.000000, total_loss = 0.001034 \n",
" total_bbox = 35730, rewritten_bbox = 0.296669 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336954, GIOU: 0.317213), Class: 0.459425, Obj: 0.078956, No Obj: 0.002777, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.364841, iou_loss = 0.017145, total_loss = 1.381986 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.542783, GIOU: 0.534624), Class: 0.342228, Obj: 0.001321, No Obj: 0.000525, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.863947, iou_loss = 1.581746, total_loss = 2.445693 \n",
" total_bbox = 35736, rewritten_bbox = 0.296620 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.330632, GIOU: 0.173091), Class: 0.567127, Obj: 0.103982, No Obj: 0.002319, .5R: 0.166667, .75R: 0.000000, count: 6, class_loss = 1.889061, iou_loss = 0.101801, total_loss = 1.990862 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.376708, GIOU: 0.347246), Class: 0.343700, Obj: 0.001641, No Obj: 0.000538, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.467818, iou_loss = 0.537498, total_loss = 1.005316 \n",
" total_bbox = 35743, rewritten_bbox = 0.296562 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.527572, GIOU: 0.406543), Class: 0.538668, Obj: 0.057608, No Obj: 0.002854, .5R: 0.500000, .75R: 0.166667, count: 6, class_loss = 1.943425, iou_loss = 0.367993, total_loss = 2.311418 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.010234, iou_loss = 0.000000, total_loss = 0.010234 \n",
" total_bbox = 35749, rewritten_bbox = 0.296512 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 447: 1.028939, 0.905371 avg loss, 0.000104 rate, 0.721285 seconds, 28608 images, 0.716025 hours left\n",
"Loaded: 0.000064 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.339356, GIOU: 0.177758), Class: 0.537393, Obj: 0.015808, No Obj: 0.002275, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.345162, iou_loss = 0.107920, total_loss = 2.453082 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003290, iou_loss = 0.000000, total_loss = 0.003290 \n",
" total_bbox = 35755, rewritten_bbox = 0.296462 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.407014, GIOU: 0.263471), Class: 0.615663, Obj: 0.045739, No Obj: 0.002480, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.576049, iou_loss = 0.082449, total_loss = 1.658498 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.461439, GIOU: 0.380633), Class: 0.714864, Obj: 0.003709, No Obj: 0.000460, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.656755, iou_loss = 0.642593, total_loss = 1.299348 \n",
" total_bbox = 35762, rewritten_bbox = 0.296404 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429944, GIOU: 0.378430), Class: 0.487990, Obj: 0.060028, No Obj: 0.002228, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.055753, iou_loss = 0.036867, total_loss = 1.092620 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.236300, GIOU: 0.171988), Class: 0.532701, Obj: 0.012151, No Obj: 0.000483, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.349438, iou_loss = 0.439851, total_loss = 0.789288 \n",
" total_bbox = 35766, rewritten_bbox = 0.296371 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346726, GIOU: 0.244311), Class: 0.580266, Obj: 0.102629, No Obj: 0.002848, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.161277, iou_loss = 0.043555, total_loss = 1.204831 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.817116, GIOU: 0.812417), Class: 0.638182, Obj: 0.001544, No Obj: 0.000463, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.315427, iou_loss = 0.622454, total_loss = 0.937881 \n",
" total_bbox = 35771, rewritten_bbox = 0.296329 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359427, GIOU: 0.317230), Class: 0.491210, Obj: 0.063514, No Obj: 0.003251, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.731784, iou_loss = 0.020795, total_loss = 1.752579 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.591081, GIOU: 0.525345), Class: 0.266293, Obj: 0.027182, No Obj: 0.000496, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.487674, iou_loss = 0.195839, total_loss = 0.683512 \n",
" total_bbox = 35777, rewritten_bbox = 0.296280 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413069, GIOU: 0.323249), Class: 0.521819, Obj: 0.067777, No Obj: 0.002086, .5R: 0.250000, .75R: 0.250000, count: 4, class_loss = 1.372285, iou_loss = 0.042211, total_loss = 1.414495 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.292719, GIOU: 0.102313), Class: 0.640781, Obj: 0.000607, No Obj: 0.000477, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356132, iou_loss = 0.122091, total_loss = 0.478223 \n",
" total_bbox = 35782, rewritten_bbox = 0.296238 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.601038, GIOU: 0.600221), Class: 0.621201, Obj: 0.071016, No Obj: 0.002788, .5R: 1.000000, .75R: 0.000000, count: 3, class_loss = 0.981964, iou_loss = 0.125867, total_loss = 1.107831 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.249033, GIOU: 0.039099), Class: 0.709569, Obj: 0.017811, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.309883, iou_loss = 0.033089, total_loss = 0.342972 \n",
" total_bbox = 35786, rewritten_bbox = 0.296205 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353673, GIOU: 0.327854), Class: 0.623469, Obj: 0.115155, No Obj: 0.002373, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.105618, iou_loss = 0.044234, total_loss = 1.149853 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000489, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002164, iou_loss = 0.000000, total_loss = 0.002164 \n",
" total_bbox = 35790, rewritten_bbox = 0.296172 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.252574, GIOU: 0.218389), Class: 0.521341, Obj: 0.067706, No Obj: 0.002297, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.917487, iou_loss = 0.019019, total_loss = 1.936506 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.234398, GIOU: -0.088537), Class: 0.721163, Obj: 0.004557, No Obj: 0.000443, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.347227, iou_loss = 0.015437, total_loss = 0.362664 \n",
" total_bbox = 35796, rewritten_bbox = 0.296122 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.460625, GIOU: 0.422803), Class: 0.568081, Obj: 0.054288, No Obj: 0.002535, .5R: 0.333333, .75R: 0.166667, count: 6, class_loss = 2.020344, iou_loss = 0.217906, total_loss = 2.238250 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.004689, iou_loss = 0.000000, total_loss = 0.004689 \n",
" total_bbox = 35802, rewritten_bbox = 0.296073 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.529763, GIOU: 0.450499), Class: 0.738167, Obj: 0.046408, No Obj: 0.002575, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.214283, iou_loss = 0.036823, total_loss = 1.251106 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000475, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001559, iou_loss = 0.000000, total_loss = 0.001559 \n",
" total_bbox = 35806, rewritten_bbox = 0.296040 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433372, GIOU: 0.383858), Class: 0.546791, Obj: 0.082653, No Obj: 0.002226, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.570388, iou_loss = 0.120949, total_loss = 1.691337 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.554570, GIOU: 0.511243), Class: 0.581758, Obj: 0.000925, No Obj: 0.000450, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.315277, iou_loss = 0.400827, total_loss = 0.716104 \n",
" total_bbox = 35812, rewritten_bbox = 0.295990 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.321209, GIOU: 0.078080), Class: 0.513005, Obj: 0.023522, No Obj: 0.002604, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.766207, iou_loss = 0.009482, total_loss = 1.775689 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000479, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001418, iou_loss = 0.000000, total_loss = 0.001418 \n",
" total_bbox = 35817, rewritten_bbox = 0.295949 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.420996, GIOU: 0.398230), Class: 0.651622, Obj: 0.033332, No Obj: 0.002563, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 0.934841, iou_loss = 0.016708, total_loss = 0.951548 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.467796, GIOU: 0.417372), Class: 0.553815, Obj: 0.016004, No Obj: 0.000525, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.113709, iou_loss = 0.711747, total_loss = 1.825457 \n",
" total_bbox = 35823, rewritten_bbox = 0.295899 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.205395, GIOU: 0.071865), Class: 0.629745, Obj: 0.126859, No Obj: 0.002435, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.771227, iou_loss = 0.002835, total_loss = 0.774062 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000488, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001034, iou_loss = 0.000000, total_loss = 0.001034 \n",
" total_bbox = 35826, rewritten_bbox = 0.295875 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.524705, GIOU: 0.478172), Class: 0.500219, Obj: 0.054450, No Obj: 0.002424, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.403611, iou_loss = 0.062634, total_loss = 1.466244 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000461, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001353, iou_loss = 0.000000, total_loss = 0.001353 \n",
" total_bbox = 35830, rewritten_bbox = 0.295841 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 448: 0.857891, 0.900623 avg loss, 0.000105 rate, 0.678296 seconds, 28672 images, 0.715985 hours left\n",
"Loaded: 0.000037 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307620, GIOU: 0.206237), Class: 0.663852, Obj: 0.050643, No Obj: 0.002699, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.293022, iou_loss = 0.017624, total_loss = 1.310646 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000462, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001449, iou_loss = 0.000000, total_loss = 0.001449 \n",
" total_bbox = 35834, rewritten_bbox = 0.295808 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438490, GIOU: 0.419531), Class: 0.552631, Obj: 0.154201, No Obj: 0.002763, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.632937, iou_loss = 0.013476, total_loss = 0.646413 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.362075, GIOU: 0.256839), Class: 0.555517, Obj: 0.003078, No Obj: 0.000456, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356880, iou_loss = 0.251169, total_loss = 0.608048 \n",
" total_bbox = 35837, rewritten_bbox = 0.295784 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.496530, GIOU: 0.421298), Class: 0.571016, Obj: 0.125208, No Obj: 0.002651, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.515749, iou_loss = 0.178984, total_loss = 1.694734 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.291509, GIOU: 0.146218), Class: 0.607983, Obj: 0.009130, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.124957, iou_loss = 1.164176, total_loss = 2.289134 \n",
" total_bbox = 35845, rewritten_bbox = 0.295718 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.278510, GIOU: 0.253202), Class: 0.638671, Obj: 0.036314, No Obj: 0.002218, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.367929, iou_loss = 0.011837, total_loss = 1.379767 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003582, iou_loss = 0.000000, total_loss = 0.003582 \n",
" total_bbox = 35849, rewritten_bbox = 0.295685 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.411321, GIOU: 0.393012), Class: 0.453923, Obj: 0.005130, No Obj: 0.002172, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.596959, iou_loss = 0.076637, total_loss = 1.673595 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.275037, GIOU: 0.275037), Class: 0.652843, Obj: 0.003290, No Obj: 0.000444, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.334685, iou_loss = 0.070128, total_loss = 0.404813 \n",
" total_bbox = 35854, rewritten_bbox = 0.295643 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.511583, GIOU: 0.404849), Class: 0.548441, Obj: 0.059163, No Obj: 0.001901, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.397512, iou_loss = 0.145605, total_loss = 1.543117 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000499, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003128, iou_loss = 0.000000, total_loss = 0.003128 \n",
" total_bbox = 35858, rewritten_bbox = 0.295610 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444110, GIOU: 0.423404), Class: 0.543648, Obj: 0.031832, No Obj: 0.002275, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.365301, iou_loss = 0.044889, total_loss = 1.410190 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001140, iou_loss = 0.000000, total_loss = 0.001140 \n",
" total_bbox = 35862, rewritten_bbox = 0.295577 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444049, GIOU: 0.396993), Class: 0.540751, Obj: 0.042197, No Obj: 0.002058, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.475155, iou_loss = 0.013217, total_loss = 1.488372 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000420, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000748, iou_loss = 0.000000, total_loss = 0.000748 \n",
" total_bbox = 35866, rewritten_bbox = 0.295545 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.447430, GIOU: 0.401033), Class: 0.575903, Obj: 0.075844, No Obj: 0.002504, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.300390, iou_loss = 0.072603, total_loss = 1.372993 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.473687, GIOU: 0.401158), Class: 0.452731, Obj: 0.007167, No Obj: 0.000530, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.480475, iou_loss = 1.288225, total_loss = 2.768700 \n",
" total_bbox = 35874, rewritten_bbox = 0.295479 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.503040, GIOU: 0.373851), Class: 0.423530, Obj: 0.067530, No Obj: 0.003245, .5R: 0.600000, .75R: 0.200000, count: 5, class_loss = 1.945954, iou_loss = 0.087133, total_loss = 2.033086 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.371470, GIOU: 0.216695), Class: 0.469774, Obj: 0.068105, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.356247, iou_loss = 0.124478, total_loss = 0.480724 \n",
" total_bbox = 35880, rewritten_bbox = 0.295429 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.473566, GIOU: 0.469398), Class: 0.504861, Obj: 0.069641, No Obj: 0.002594, .5R: 0.428571, .75R: 0.000000, count: 7, class_loss = 2.305790, iou_loss = 0.098941, total_loss = 2.404731 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000438, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000824, iou_loss = 0.000000, total_loss = 0.000824 \n",
" total_bbox = 35887, rewritten_bbox = 0.295372 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.337607, GIOU: 0.330377), Class: 0.403052, Obj: 0.024829, No Obj: 0.002095, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.567784, iou_loss = 0.146170, total_loss = 1.713954 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.340897, GIOU: 0.296435), Class: 0.478473, Obj: 0.017074, No Obj: 0.000477, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.125316, iou_loss = 1.600895, total_loss = 2.726210 \n",
" total_bbox = 35894, rewritten_bbox = 0.295314 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413941, GIOU: 0.283747), Class: 0.492252, Obj: 0.021518, No Obj: 0.002184, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.478397, iou_loss = 0.016901, total_loss = 1.495299 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000437, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000783, iou_loss = 0.000000, total_loss = 0.000783 \n",
" total_bbox = 35898, rewritten_bbox = 0.295281 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.459322, GIOU: 0.398849), Class: 0.535906, Obj: 0.033160, No Obj: 0.002497, .5R: 0.428571, .75R: 0.142857, count: 7, class_loss = 2.477019, iou_loss = 0.149243, total_loss = 2.626262 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.488886, GIOU: 0.431417), Class: 0.513247, Obj: 0.003114, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.402803, iou_loss = 0.507297, total_loss = 0.910100 \n",
" total_bbox = 35906, rewritten_bbox = 0.295215 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.451169, GIOU: 0.409174), Class: 0.568840, Obj: 0.051116, No Obj: 0.001836, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.325276, iou_loss = 0.032974, total_loss = 1.358251 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.476433, GIOU: 0.454471), Class: 0.756144, Obj: 0.003174, No Obj: 0.000515, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.358404, iou_loss = 0.213933, total_loss = 0.572337 \n",
" total_bbox = 35911, rewritten_bbox = 0.295174 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.462016, GIOU: 0.308834), Class: 0.519751, Obj: 0.043600, No Obj: 0.002087, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.450858, iou_loss = 0.016179, total_loss = 1.467037 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000468, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000880, iou_loss = 0.000000, total_loss = 0.000880 \n",
" total_bbox = 35915, rewritten_bbox = 0.295141 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 449: 0.946688, 0.905229 avg loss, 0.000106 rate, 0.735156 seconds, 28736 images, 0.715518 hours left\n",
"Loaded: 0.000038 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.442476, GIOU: 0.423805), Class: 0.520260, Obj: 0.034946, No Obj: 0.001894, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 1.054076, iou_loss = 0.025102, total_loss = 1.079178 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.623250, GIOU: 0.612770), Class: 0.263999, Obj: 0.001297, No Obj: 0.000451, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.937284, iou_loss = 0.660769, total_loss = 1.598054 \n",
" total_bbox = 35920, rewritten_bbox = 0.295100 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.458814, GIOU: 0.326820), Class: 0.535205, Obj: 0.080314, No Obj: 0.003326, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.302021, iou_loss = 0.024906, total_loss = 1.326927 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.066676, GIOU: -0.694491), Class: 0.516545, Obj: 0.000629, No Obj: 0.000535, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.367953, iou_loss = 0.003632, total_loss = 0.371585 \n",
" total_bbox = 35925, rewritten_bbox = 0.295059 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.409093, GIOU: 0.309065), Class: 0.487147, Obj: 0.016357, No Obj: 0.001721, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.144895, iou_loss = 0.061506, total_loss = 1.206401 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.286509, GIOU: 0.286509), Class: 0.546930, Obj: 0.002557, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355014, iou_loss = 0.071546, total_loss = 0.426560 \n",
" total_bbox = 35929, rewritten_bbox = 0.295026 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.504805, GIOU: 0.419894), Class: 0.631270, Obj: 0.086934, No Obj: 0.003004, .5R: 0.600000, .75R: 0.000000, count: 5, class_loss = 1.559438, iou_loss = 0.106307, total_loss = 1.665745 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.603574, GIOU: 0.603575), Class: 0.571157, Obj: 0.004724, No Obj: 0.000474, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.353048, iou_loss = 0.318004, total_loss = 0.671052 \n",
" total_bbox = 35935, rewritten_bbox = 0.294977 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231164, GIOU: 0.214538), Class: 0.581448, Obj: 0.031941, No Obj: 0.002434, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.282744, iou_loss = 0.026906, total_loss = 1.309651 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.361398, GIOU: 0.236772), Class: 0.525275, Obj: 0.001381, No Obj: 0.000457, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.427927, iou_loss = 0.073360, total_loss = 0.501286 \n",
" total_bbox = 35940, rewritten_bbox = 0.294936 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.212045, GIOU: 0.105859), Class: 0.534115, Obj: 0.049596, No Obj: 0.001778, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.010617, iou_loss = 0.014849, total_loss = 1.025466 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.620387, GIOU: 0.581212), Class: 0.496725, Obj: 0.001197, No Obj: 0.000459, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.392466, iou_loss = 0.311632, total_loss = 0.704098 \n",
" total_bbox = 35944, rewritten_bbox = 0.294903 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438062, GIOU: 0.339271), Class: 0.589396, Obj: 0.027063, No Obj: 0.002975, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.641509, iou_loss = 0.067717, total_loss = 1.709226 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000575, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.003279, iou_loss = 0.000000, total_loss = 0.003279 \n",
" total_bbox = 35949, rewritten_bbox = 0.294862 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.294495, GIOU: 0.144746), Class: 0.523795, Obj: 0.046846, No Obj: 0.002652, .5R: 0.142857, .75R: 0.000000, count: 7, class_loss = 2.429158, iou_loss = 0.047591, total_loss = 2.476749 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.272553, GIOU: 0.144265), Class: 0.604907, Obj: 0.002071, No Obj: 0.000461, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.343945, iou_loss = 1.195717, total_loss = 1.539662 \n",
" total_bbox = 35957, rewritten_bbox = 0.294797 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.449088, GIOU: 0.348008), Class: 0.650970, Obj: 0.103273, No Obj: 0.002588, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.896553, iou_loss = 0.031788, total_loss = 0.928341 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.803040, GIOU: 0.791536), Class: 0.395743, Obj: 0.035495, No Obj: 0.000453, .5R: 1.000000, .75R: 1.000000, count: 1, class_loss = 0.416039, iou_loss = 0.448945, total_loss = 0.864984 \n",
" total_bbox = 35961, rewritten_bbox = 0.294764 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.316098, GIOU: 0.281384), Class: 0.617439, Obj: 0.030967, No Obj: 0.003328, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.306713, iou_loss = 0.022347, total_loss = 1.329060 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.376247, GIOU: 0.254159), Class: 0.507024, Obj: 0.000271, No Obj: 0.000520, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.420211, iou_loss = 0.219922, total_loss = 0.640133 \n",
" total_bbox = 35966, rewritten_bbox = 0.294723 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.385855, GIOU: 0.341869), Class: 0.372456, Obj: 0.051002, No Obj: 0.002416, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.577612, iou_loss = 0.012403, total_loss = 1.590015 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.552738, GIOU: 0.540567), Class: 0.477232, Obj: 0.004414, No Obj: 0.000451, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.394655, iou_loss = 0.619973, total_loss = 1.014628 \n",
" total_bbox = 35971, rewritten_bbox = 0.294682 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413223, GIOU: 0.336836), Class: 0.446549, Obj: 0.112022, No Obj: 0.003412, .5R: 0.333333, .75R: 0.166667, count: 6, class_loss = 2.310311, iou_loss = 0.167001, total_loss = 2.477312 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.282854, GIOU: 0.282854), Class: 0.268321, Obj: 0.000690, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.452755, iou_loss = 0.069754, total_loss = 0.522510 \n",
" total_bbox = 35978, rewritten_bbox = 0.294625 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.187734, GIOU: 0.187734), Class: 0.486796, Obj: 0.043896, No Obj: 0.002254, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.060593, iou_loss = 0.007137, total_loss = 1.067729 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000490, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001038, iou_loss = 0.000000, total_loss = 0.001038 \n",
" total_bbox = 35981, rewritten_bbox = 0.294600 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.328103, GIOU: 0.320920), Class: 0.570549, Obj: 0.142074, No Obj: 0.002859, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.316420, iou_loss = 0.022454, total_loss = 1.338874 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.161260, GIOU: 0.027720), Class: 0.558229, Obj: 0.001453, No Obj: 0.000452, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.357978, iou_loss = 0.040848, total_loss = 0.398826 \n",
" total_bbox = 35986, rewritten_bbox = 0.294559 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.364477, GIOU: 0.359010), Class: 0.499234, Obj: 0.031826, No Obj: 0.002690, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.579038, iou_loss = 0.078189, total_loss = 1.657227 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.528001, GIOU: 0.522240), Class: 0.226413, Obj: 0.002252, No Obj: 0.000488, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.498048, iou_loss = 0.434586, total_loss = 0.932634 \n",
" total_bbox = 35991, rewritten_bbox = 0.294518 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300755, GIOU: 0.184045), Class: 0.575016, Obj: 0.020727, No Obj: 0.002005, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.934593, iou_loss = 0.034250, total_loss = 1.968843 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.300755, GIOU: 0.298581), Class: 0.459274, Obj: 0.007689, No Obj: 0.000421, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407208, iou_loss = 0.067486, total_loss = 0.474695 \n",
" total_bbox = 35997, rewritten_bbox = 0.294469 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 450: 0.933049, 0.908011 avg loss, 0.000107 rate, 0.753847 seconds, 28800 images, 0.715615 hours left\n",
"Loaded: 0.000067 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.380392, GIOU: 0.377676), Class: 0.582772, Obj: 0.038686, No Obj: 0.002672, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.026706, iou_loss = 0.011877, total_loss = 1.038583 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.134382, GIOU: -0.362258), Class: 0.574011, Obj: 0.000308, No Obj: 0.000529, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350435, iou_loss = 0.125087, total_loss = 0.475522 \n",
" total_bbox = 36001, rewritten_bbox = 0.294436 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322192, GIOU: 0.322192), Class: 0.438661, Obj: 0.036920, No Obj: 0.002639, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.517338, iou_loss = 0.015879, total_loss = 1.533217 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000437, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002321, iou_loss = 0.000000, total_loss = 0.002321 \n",
" total_bbox = 36005, rewritten_bbox = 0.294404 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.431777, GIOU: 0.349441), Class: 0.548229, Obj: 0.052985, No Obj: 0.002819, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.383320, iou_loss = 0.049073, total_loss = 1.432392 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.210818, GIOU: 0.210818), Class: 0.509128, Obj: 0.004459, No Obj: 0.000432, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.349463, iou_loss = 0.038289, total_loss = 0.387751 \n",
" total_bbox = 36010, rewritten_bbox = 0.294363 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.307465, GIOU: 0.290495), Class: 0.471503, Obj: 0.028544, No Obj: 0.002324, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.555158, iou_loss = 0.004966, total_loss = 1.560123 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.226106, GIOU: 0.226105), Class: 0.476228, Obj: 0.001106, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.361397, iou_loss = 0.044418, total_loss = 0.405814 \n",
" total_bbox = 36015, rewritten_bbox = 0.294322 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.508617, GIOU: 0.456296), Class: 0.482625, Obj: 0.162101, No Obj: 0.002457, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.252613, iou_loss = 0.199321, total_loss = 1.451934 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000505, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002427, iou_loss = 0.000000, total_loss = 0.002427 \n",
" total_bbox = 36019, rewritten_bbox = 0.294289 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.319083, GIOU: 0.055412), Class: 0.603951, Obj: 0.148618, No Obj: 0.002958, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.138465, iou_loss = 0.016732, total_loss = 1.155198 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.310383, GIOU: 0.287324), Class: 0.434784, Obj: 0.071976, No Obj: 0.000477, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.736098, iou_loss = 0.850252, total_loss = 1.586350 \n",
" total_bbox = 36025, rewritten_bbox = 0.294240 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332667, GIOU: 0.194780), Class: 0.536333, Obj: 0.029836, No Obj: 0.002595, .5R: 0.125000, .75R: 0.000000, count: 8, class_loss = 2.751849, iou_loss = 0.090811, total_loss = 2.842660 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000481, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001777, iou_loss = 0.000000, total_loss = 0.001777 \n",
" total_bbox = 36033, rewritten_bbox = 0.294175 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374535, GIOU: 0.314567), Class: 0.460975, Obj: 0.094862, No Obj: 0.002826, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.411426, iou_loss = 0.079578, total_loss = 1.491004 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.637767, GIOU: 0.628015), Class: 0.457573, Obj: 0.024424, No Obj: 0.000511, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.331756, iou_loss = 0.359324, total_loss = 0.691080 \n",
" total_bbox = 36038, rewritten_bbox = 0.294134 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.455245, GIOU: 0.411613), Class: 0.603313, Obj: 0.015871, No Obj: 0.001924, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.753079, iou_loss = 0.022716, total_loss = 1.775795 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.438853, GIOU: 0.286919), Class: 0.443930, Obj: 0.003049, No Obj: 0.000467, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.137256, iou_loss = 1.065397, total_loss = 2.202652 \n",
" total_bbox = 36046, rewritten_bbox = 0.294069 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.333181, GIOU: 0.217035), Class: 0.600474, Obj: 0.052415, No Obj: 0.002212, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.971320, iou_loss = 0.025579, total_loss = 0.996900 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.266423, GIOU: 0.083724), Class: 0.794356, Obj: 0.008020, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.332960, iou_loss = 0.039079, total_loss = 0.372038 \n",
" total_bbox = 36050, rewritten_bbox = 0.294036 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.259373, GIOU: 0.118826), Class: 0.434238, Obj: 0.064326, No Obj: 0.002832, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.481672, iou_loss = 0.022840, total_loss = 1.504512 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000439, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000781, iou_loss = 0.000000, total_loss = 0.000781 \n",
" total_bbox = 36054, rewritten_bbox = 0.294003 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.346714, GIOU: 0.299134), Class: 0.555035, Obj: 0.046615, No Obj: 0.002676, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.046288, iou_loss = 0.022630, total_loss = 1.068918 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000467, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001234, iou_loss = 0.000000, total_loss = 0.001234 \n",
" total_bbox = 36057, rewritten_bbox = 0.293979 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.231412, GIOU: 0.139378), Class: 0.514165, Obj: 0.018429, No Obj: 0.001839, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.489078, iou_loss = 0.069167, total_loss = 1.558244 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000456, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000906, iou_loss = 0.000000, total_loss = 0.000906 \n",
" total_bbox = 36061, rewritten_bbox = 0.293946 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.341888, GIOU: 0.155996), Class: 0.535077, Obj: 0.042707, No Obj: 0.002669, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.469380, iou_loss = 0.056029, total_loss = 1.525409 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000545, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002361, iou_loss = 0.000000, total_loss = 0.002361 \n",
" total_bbox = 36065, rewritten_bbox = 0.293914 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.475232, GIOU: 0.460913), Class: 0.603740, Obj: 0.183523, No Obj: 0.002299, .5R: 0.666667, .75R: 0.000000, count: 3, class_loss = 0.857190, iou_loss = 0.105402, total_loss = 0.962592 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.329875, GIOU: 0.262535), Class: 0.380115, Obj: 0.052828, No Obj: 0.000578, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.439617, iou_loss = 0.123625, total_loss = 0.563242 \n",
" total_bbox = 36069, rewritten_bbox = 0.293881 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.254430, GIOU: 0.034878), Class: 0.490698, Obj: 0.071807, No Obj: 0.002285, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.117200, iou_loss = 0.198380, total_loss = 2.315580 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001892, iou_loss = 0.000000, total_loss = 0.001892 \n",
" total_bbox = 36075, rewritten_bbox = 0.293832 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 451: 0.860961, 0.903306 avg loss, 0.000108 rate, 0.727972 seconds, 28864 images, 0.715893 hours left\n",
"Loaded: 0.000040 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.389569, GIOU: 0.279456), Class: 0.565400, Obj: 0.087663, No Obj: 0.002909, .5R: 0.200000, .75R: 0.200000, count: 5, class_loss = 1.848254, iou_loss = 0.042082, total_loss = 1.890336 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.423172, GIOU: 0.291734), Class: 0.568555, Obj: 0.013259, No Obj: 0.000467, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.113461, iou_loss = 0.407348, total_loss = 1.520809 \n",
" total_bbox = 36083, rewritten_bbox = 0.293767 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.304031, GIOU: 0.304031), Class: 0.534936, Obj: 0.015253, No Obj: 0.002237, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.181672, iou_loss = 0.020586, total_loss = 1.202257 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.366344, GIOU: 0.313580), Class: 0.524095, Obj: 0.000469, No Obj: 0.000460, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.329631, iou_loss = 0.455276, total_loss = 0.784907 \n",
" total_bbox = 36087, rewritten_bbox = 0.293735 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.266178, GIOU: 0.266178), Class: 0.468665, Obj: 0.011441, No Obj: 0.001653, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.133464, iou_loss = 0.011352, total_loss = 2.144816 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.644167, GIOU: 0.644167), Class: 0.588182, Obj: 0.001228, No Obj: 0.000422, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.366514, iou_loss = 1.138504, total_loss = 1.505018 \n",
" total_bbox = 36094, rewritten_bbox = 0.293678 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472397, GIOU: 0.414116), Class: 0.529562, Obj: 0.105003, No Obj: 0.002545, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.478017, iou_loss = 0.060007, total_loss = 1.538024 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.210275, GIOU: 0.210275), Class: 0.498104, Obj: 0.006145, No Obj: 0.000468, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.361200, iou_loss = 0.118757, total_loss = 0.479957 \n",
" total_bbox = 36099, rewritten_bbox = 0.293637 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.403364, GIOU: 0.225516), Class: 0.671729, Obj: 0.015278, No Obj: 0.002314, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.655041, iou_loss = 0.002783, total_loss = 0.657824 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.429209, GIOU: 0.331935), Class: 0.483353, Obj: 0.015600, No Obj: 0.000450, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.694812, iou_loss = 0.454183, total_loss = 1.148995 \n",
" total_bbox = 36103, rewritten_bbox = 0.293604 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.287657, GIOU: 0.287657), Class: 0.591777, Obj: 0.053353, No Obj: 0.002684, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.038510, iou_loss = 0.019227, total_loss = 1.057737 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.513648, GIOU: 0.457759), Class: 0.500803, Obj: 0.041450, No Obj: 0.000526, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.732237, iou_loss = 0.371302, total_loss = 1.103539 \n",
" total_bbox = 36108, rewritten_bbox = 0.293564 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444380, GIOU: 0.392885), Class: 0.691443, Obj: 0.045782, No Obj: 0.002664, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.196832, iou_loss = 0.076327, total_loss = 1.273160 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000435, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000824, iou_loss = 0.000000, total_loss = 0.000824 \n",
" total_bbox = 36112, rewritten_bbox = 0.293531 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433966, GIOU: 0.261903), Class: 0.513971, Obj: 0.012412, No Obj: 0.002008, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.059206, iou_loss = 0.140363, total_loss = 1.199569 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.473157, GIOU: 0.383068), Class: 0.587788, Obj: 0.004580, No Obj: 0.000424, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.672355, iou_loss = 0.869151, total_loss = 1.541506 \n",
" total_bbox = 36117, rewritten_bbox = 0.293491 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.417536, GIOU: 0.317432), Class: 0.561339, Obj: 0.066486, No Obj: 0.002768, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.644768, iou_loss = 0.074602, total_loss = 1.719370 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001893, iou_loss = 0.000000, total_loss = 0.001893 \n",
" total_bbox = 36122, rewritten_bbox = 0.293450 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.413012, GIOU: 0.255567), Class: 0.509107, Obj: 0.024106, No Obj: 0.002495, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.058106, iou_loss = 0.013161, total_loss = 1.071267 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.447765, GIOU: 0.285229), Class: 0.459092, Obj: 0.001611, No Obj: 0.000467, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.739716, iou_loss = 0.702893, total_loss = 1.442609 \n",
" total_bbox = 36127, rewritten_bbox = 0.293409 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.359968, GIOU: 0.180228), Class: 0.618807, Obj: 0.077736, No Obj: 0.002031, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.002107, iou_loss = 0.034000, total_loss = 1.036107 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.217308, GIOU: 0.217308), Class: 0.491035, Obj: 0.005469, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.375602, iou_loss = 0.134469, total_loss = 0.510071 \n",
" total_bbox = 36131, rewritten_bbox = 0.293377 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.418419, GIOU: 0.376913), Class: 0.525019, Obj: 0.304408, No Obj: 0.002972, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.890038, iou_loss = 0.058528, total_loss = 0.948566 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.506828, GIOU: 0.488164), Class: 0.644573, Obj: 0.006968, No Obj: 0.000528, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.689673, iou_loss = 2.253315, total_loss = 3.942988 \n",
" total_bbox = 36139, rewritten_bbox = 0.293312 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.471364, GIOU: 0.421690), Class: 0.564102, Obj: 0.065395, No Obj: 0.002632, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.374217, iou_loss = 0.033824, total_loss = 1.408042 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000493, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001715, iou_loss = 0.000000, total_loss = 0.001715 \n",
" total_bbox = 36143, rewritten_bbox = 0.293279 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.553676, GIOU: 0.535143), Class: 0.505121, Obj: 0.024085, No Obj: 0.002191, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.687133, iou_loss = 0.017690, total_loss = 0.704823 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.399500, GIOU: 0.328599), Class: 0.318041, Obj: 0.001807, No Obj: 0.000445, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.464459, iou_loss = 0.365994, total_loss = 0.830453 \n",
" total_bbox = 36146, rewritten_bbox = 0.293255 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.472238, GIOU: 0.340020), Class: 0.509802, Obj: 0.022782, No Obj: 0.001969, .5R: 0.400000, .75R: 0.200000, count: 5, class_loss = 1.747368, iou_loss = 0.046608, total_loss = 1.793977 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.386894, GIOU: 0.205350), Class: 0.654217, Obj: 0.001233, No Obj: 0.000425, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.312961, iou_loss = 0.057032, total_loss = 0.369993 \n",
" total_bbox = 36152, rewritten_bbox = 0.293206 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.510026, GIOU: 0.497010), Class: 0.641008, Obj: 0.017701, No Obj: 0.002410, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.352594, iou_loss = 0.131387, total_loss = 1.483981 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.066611, GIOU: -0.475269), Class: 0.811893, Obj: 0.002203, No Obj: 0.000439, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.328422, iou_loss = 0.001023, total_loss = 0.329445 \n",
" total_bbox = 36157, rewritten_bbox = 0.293166 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 452: 0.901109, 0.903087 avg loss, 0.000109 rate, 0.724741 seconds, 28928 images, 0.715911 hours left\n",
"Loaded: 0.000036 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.522521, GIOU: 0.500932), Class: 0.458866, Obj: 0.064406, No Obj: 0.002811, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.079924, iou_loss = 0.020182, total_loss = 1.100105 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000422, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001473, iou_loss = 0.000000, total_loss = 0.001473 \n",
" total_bbox = 36160, rewritten_bbox = 0.293142 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.438583, GIOU: 0.359364), Class: 0.561305, Obj: 0.042595, No Obj: 0.002122, .5R: 0.333333, .75R: 0.000000, count: 6, class_loss = 2.240197, iou_loss = 0.094477, total_loss = 2.334674 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.451523, GIOU: 0.360873), Class: 0.407195, Obj: 0.001939, No Obj: 0.000490, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.314774, iou_loss = 0.774867, total_loss = 2.089641 \n",
" total_bbox = 36169, rewritten_bbox = 0.293069 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395597, GIOU: 0.310898), Class: 0.501981, Obj: 0.023670, No Obj: 0.002751, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.308259, iou_loss = 0.033760, total_loss = 2.342020 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000454, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000939, iou_loss = 0.000000, total_loss = 0.000939 \n",
" total_bbox = 36175, rewritten_bbox = 0.293020 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382433, GIOU: 0.300814), Class: 0.588871, Obj: 0.085323, No Obj: 0.002555, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.497672, iou_loss = 0.060971, total_loss = 1.558643 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.270526, GIOU: -0.057677), Class: 0.685906, Obj: 0.001616, No Obj: 0.000478, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.296116, iou_loss = 0.024852, total_loss = 0.320968 \n",
" total_bbox = 36181, rewritten_bbox = 0.292971 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.332474, GIOU: 0.232253), Class: 0.457720, Obj: 0.057025, No Obj: 0.002373, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.146908, iou_loss = 0.007914, total_loss = 1.154822 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.373004, GIOU: 0.183243), Class: 0.410904, Obj: 0.017861, No Obj: 0.000422, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.372048, iou_loss = 0.200453, total_loss = 0.572501 \n",
" total_bbox = 36185, rewritten_bbox = 0.292939 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.369650, GIOU: 0.227134), Class: 0.547816, Obj: 0.052926, No Obj: 0.002396, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.352122, iou_loss = 0.059620, total_loss = 1.411742 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215203, GIOU: 0.209562), Class: 0.473852, Obj: 0.014561, No Obj: 0.000512, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.064816, iou_loss = 0.160536, total_loss = 1.225353 \n",
" total_bbox = 36192, rewritten_bbox = 0.292882 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.355345, GIOU: 0.320447), Class: 0.486466, Obj: 0.081217, No Obj: 0.002517, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.704733, iou_loss = 0.058628, total_loss = 1.763362 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000453, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002226, iou_loss = 0.000000, total_loss = 0.002226 \n",
" total_bbox = 36197, rewritten_bbox = 0.292842 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.509567, GIOU: 0.461262), Class: 0.504420, Obj: 0.021927, No Obj: 0.001955, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.517599, iou_loss = 0.013080, total_loss = 1.530679 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000449, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001064, iou_loss = 0.000000, total_loss = 0.001064 \n",
" total_bbox = 36201, rewritten_bbox = 0.292810 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.443180, GIOU: 0.264514), Class: 0.489578, Obj: 0.037181, No Obj: 0.002331, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.372573, iou_loss = 0.228748, total_loss = 1.601321 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.578843, GIOU: 0.515332), Class: 0.545949, Obj: 0.005800, No Obj: 0.000517, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.344143, iou_loss = 0.631544, total_loss = 0.975687 \n",
" total_bbox = 36206, rewritten_bbox = 0.292769 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.287275, GIOU: 0.102942), Class: 0.440937, Obj: 0.021113, No Obj: 0.002349, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.781141, iou_loss = 0.005421, total_loss = 1.786562 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.155339, GIOU: 0.155338), Class: 0.680853, Obj: 0.000414, No Obj: 0.000444, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.343386, iou_loss = 0.065555, total_loss = 0.408941 \n",
" total_bbox = 36211, rewritten_bbox = 0.292729 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.337590, GIOU: 0.315896), Class: 0.569372, Obj: 0.029126, No Obj: 0.002076, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.252424, iou_loss = 0.036830, total_loss = 1.289255 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000419, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000747, iou_loss = 0.000000, total_loss = 0.000747 \n",
" total_bbox = 36215, rewritten_bbox = 0.292696 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444332, GIOU: 0.349243), Class: 0.600200, Obj: 0.060133, No Obj: 0.002525, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.363276, iou_loss = 0.020920, total_loss = 1.384196 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.264520, GIOU: 0.133337), Class: 0.462205, Obj: 0.001757, No Obj: 0.000459, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.351162, iou_loss = 1.039091, total_loss = 1.390252 \n",
" total_bbox = 36220, rewritten_bbox = 0.292656 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.458327, GIOU: 0.384924), Class: 0.505207, Obj: 0.016637, No Obj: 0.002444, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 1.085904, iou_loss = 0.009238, total_loss = 1.095142 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.215857, GIOU: -0.121667), Class: 0.653933, Obj: 0.001769, No Obj: 0.000428, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.667067, iou_loss = 0.321654, total_loss = 0.988721 \n",
" total_bbox = 36225, rewritten_bbox = 0.292616 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.351325, GIOU: 0.206450), Class: 0.533905, Obj: 0.016179, No Obj: 0.001821, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.062077, iou_loss = 0.055382, total_loss = 1.117459 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.340839, GIOU: 0.326939), Class: 0.391521, Obj: 0.089397, No Obj: 0.000485, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.350088, iou_loss = 0.050751, total_loss = 0.400839 \n",
" total_bbox = 36229, rewritten_bbox = 0.292583 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.374013, GIOU: 0.281499), Class: 0.659621, Obj: 0.097109, No Obj: 0.002003, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.580116, iou_loss = 0.004606, total_loss = 0.584722 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.632040, GIOU: 0.610254), Class: 0.463471, Obj: 0.026096, No Obj: 0.000653, .5R: 0.600000, .75R: 0.400000, count: 5, class_loss = 1.955971, iou_loss = 3.395414, total_loss = 5.351385 \n",
" total_bbox = 36236, rewritten_bbox = 0.292527 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.424966, GIOU: 0.393216), Class: 0.643227, Obj: 0.111918, No Obj: 0.002513, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.265278, iou_loss = 0.187296, total_loss = 1.452574 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.455419, GIOU: 0.455419), Class: 0.528265, Obj: 0.010369, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.332970, iou_loss = 0.179870, total_loss = 0.512840 \n",
" total_bbox = 36241, rewritten_bbox = 0.292486 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 453: 0.946876, 0.907466 avg loss, 0.000110 rate, 0.715680 seconds, 28992 images, 0.715895 hours left\n",
"Loaded: 0.000062 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.289833, GIOU: 0.127101), Class: 0.667556, Obj: 0.035781, No Obj: 0.002308, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.458630, iou_loss = 0.010009, total_loss = 1.468639 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.495032, GIOU: 0.484771), Class: 0.532905, Obj: 0.010641, No Obj: 0.000549, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.703788, iou_loss = 2.346734, total_loss = 3.050522 \n",
" total_bbox = 36247, rewritten_bbox = 0.292438 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.528593, GIOU: 0.450442), Class: 0.474627, Obj: 0.037786, No Obj: 0.002472, .5R: 0.666667, .75R: 0.333333, count: 3, class_loss = 1.120071, iou_loss = 0.013114, total_loss = 1.133185 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.263181, GIOU: 0.091712), Class: 0.555264, Obj: 0.002491, No Obj: 0.000411, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.694350, iou_loss = 0.087202, total_loss = 0.781552 \n",
" total_bbox = 36252, rewritten_bbox = 0.292398 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.277509, GIOU: 0.268566), Class: 0.591414, Obj: 0.058801, No Obj: 0.003071, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.802802, iou_loss = 0.029466, total_loss = 1.832268 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.451126, GIOU: 0.310454), Class: 0.570011, Obj: 0.021146, No Obj: 0.000498, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.643133, iou_loss = 0.403717, total_loss = 1.046850 \n",
" total_bbox = 36259, rewritten_bbox = 0.292341 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.367988, GIOU: 0.267982), Class: 0.460056, Obj: 0.036098, No Obj: 0.001873, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.155301, iou_loss = 0.027051, total_loss = 1.182352 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.640657, GIOU: 0.617425), Class: 0.580296, Obj: 0.009123, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.356825, iou_loss = 0.623598, total_loss = 0.980423 \n",
" total_bbox = 36263, rewritten_bbox = 0.292309 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.383882, GIOU: 0.374550), Class: 0.561272, Obj: 0.074540, No Obj: 0.002411, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.379456, iou_loss = 0.061760, total_loss = 1.441217 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.609881, GIOU: 0.578782), Class: 0.437419, Obj: 0.008379, No Obj: 0.000415, .5R: 1.000000, .75R: 0.000000, count: 2, class_loss = 0.797495, iou_loss = 0.508486, total_loss = 1.305981 \n",
" total_bbox = 36269, rewritten_bbox = 0.292261 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.393602, GIOU: 0.266467), Class: 0.526488, Obj: 0.017690, No Obj: 0.001992, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.096697, iou_loss = 0.021967, total_loss = 1.118664 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.454904, GIOU: 0.454905), Class: 0.618680, Obj: 0.003262, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.355315, iou_loss = 0.571973, total_loss = 0.927288 \n",
" total_bbox = 36273, rewritten_bbox = 0.292228 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.422892, GIOU: 0.399418), Class: 0.527588, Obj: 0.076684, No Obj: 0.001541, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.723416, iou_loss = 0.024762, total_loss = 0.748178 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.415221, GIOU: 0.253559), Class: 0.461226, Obj: 0.003602, No Obj: 0.000490, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.539332, iou_loss = 0.693483, total_loss = 2.232814 \n",
" total_bbox = 36279, rewritten_bbox = 0.292180 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.457357, GIOU: 0.365958), Class: 0.367430, Obj: 0.025518, No Obj: 0.002683, .5R: 0.500000, .75R: 0.250000, count: 4, class_loss = 1.635654, iou_loss = 0.059100, total_loss = 1.694754 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000455, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000983, iou_loss = 0.000000, total_loss = 0.000983 \n",
" total_bbox = 36283, rewritten_bbox = 0.292148 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.433278, GIOU: 0.370551), Class: 0.594682, Obj: 0.070945, No Obj: 0.002631, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.307994, iou_loss = 0.074149, total_loss = 1.382142 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.515649, GIOU: 0.421830), Class: 0.551133, Obj: 0.007013, No Obj: 0.000461, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.367154, iou_loss = 0.123947, total_loss = 0.491101 \n",
" total_bbox = 36288, rewritten_bbox = 0.292108 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.270546, GIOU: 0.152314), Class: 0.658472, Obj: 0.007415, No Obj: 0.002508, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.089508, iou_loss = 0.023159, total_loss = 1.112667 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.492197, GIOU: 0.416592), Class: 0.399389, Obj: 0.031233, No Obj: 0.000558, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.863064, iou_loss = 0.359884, total_loss = 1.222948 \n",
" total_bbox = 36293, rewritten_bbox = 0.292067 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.219190, GIOU: 0.129430), Class: 0.460560, Obj: 0.025110, No Obj: 0.002189, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.568045, iou_loss = 0.039929, total_loss = 1.607974 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000531, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001320, iou_loss = 0.000000, total_loss = 0.001320 \n",
" total_bbox = 36297, rewritten_bbox = 0.292035 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.435650, GIOU: 0.428986), Class: 0.671380, Obj: 0.060441, No Obj: 0.002198, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 0.884293, iou_loss = 0.009860, total_loss = 0.894153 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.258220, GIOU: -0.084363), Class: 0.540751, Obj: 0.045046, No Obj: 0.000420, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.343209, iou_loss = 0.021818, total_loss = 0.365027 \n",
" total_bbox = 36301, rewritten_bbox = 0.292003 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.585413, GIOU: 0.555746), Class: 0.478425, Obj: 0.034068, No Obj: 0.002471, .5R: 0.750000, .75R: 0.000000, count: 4, class_loss = 1.633808, iou_loss = 0.056191, total_loss = 1.689999 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.157975, GIOU: -0.370413), Class: 0.680963, Obj: 0.002273, No Obj: 0.000441, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.330489, iou_loss = 0.007175, total_loss = 0.337664 \n",
" total_bbox = 36306, rewritten_bbox = 0.291963 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.334743, GIOU: 0.334743), Class: 0.548219, Obj: 0.059239, No Obj: 0.003679, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.382134, iou_loss = 0.007638, total_loss = 1.389772 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.291067, GIOU: 0.012592), Class: 0.717418, Obj: 0.000883, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.324621, iou_loss = 0.036524, total_loss = 0.361145 \n",
" total_bbox = 36311, rewritten_bbox = 0.291923 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.282962, GIOU: 0.215558), Class: 0.439021, Obj: 0.023862, No Obj: 0.002359, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.612148, iou_loss = 0.005362, total_loss = 1.617510 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000475, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.008426, iou_loss = 0.000000, total_loss = 0.008426 \n",
" total_bbox = 36315, rewritten_bbox = 0.291890 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.463748, GIOU: 0.373708), Class: 0.553783, Obj: 0.124841, No Obj: 0.002250, .5R: 0.333333, .75R: 0.000000, count: 3, class_loss = 1.045016, iou_loss = 0.043236, total_loss = 1.088253 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.231300, GIOU: 0.220132), Class: 0.604254, Obj: 0.010911, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.958210, iou_loss = 0.328695, total_loss = 1.286904 \n",
" total_bbox = 36321, rewritten_bbox = 0.291842 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 454: 0.921571, 0.908876 avg loss, 0.000111 rate, 0.688772 seconds, 29056 images, 0.715788 hours left\n",
"Loaded: 0.000054 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.368034, GIOU: 0.341874), Class: 0.621911, Obj: 0.047143, No Obj: 0.002213, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.982983, iou_loss = 0.025694, total_loss = 1.008677 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.235757, GIOU: 0.116397), Class: 0.438533, Obj: 0.001629, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 2.023506, iou_loss = 4.263137, total_loss = 6.286643 \n",
" total_bbox = 36329, rewritten_bbox = 0.291778 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.218292, GIOU: 0.014839), Class: 0.555885, Obj: 0.055707, No Obj: 0.002531, .5R: 0.000000, .75R: 0.000000, count: 6, class_loss = 2.060397, iou_loss = 0.018384, total_loss = 2.078781 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000442, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001566, iou_loss = 0.000000, total_loss = 0.001566 \n",
" total_bbox = 36335, rewritten_bbox = 0.291730 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.399860, GIOU: 0.283544), Class: 0.594411, Obj: 0.075524, No Obj: 0.002229, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.279843, iou_loss = 0.042715, total_loss = 1.322557 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000461, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001013, iou_loss = 0.000000, total_loss = 0.001013 \n",
" total_bbox = 36339, rewritten_bbox = 0.291698 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.361668, GIOU: 0.165717), Class: 0.489560, Obj: 0.010104, No Obj: 0.002368, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 2.054306, iou_loss = 0.114921, total_loss = 2.169227 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000450, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001963, iou_loss = 0.000000, total_loss = 0.001963 \n",
" total_bbox = 36344, rewritten_bbox = 0.291658 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.395978, GIOU: 0.291087), Class: 0.607750, Obj: 0.041498, No Obj: 0.001765, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.301261, iou_loss = 0.027376, total_loss = 1.328637 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.242756, GIOU: -0.005808), Class: 0.523381, Obj: 0.003267, No Obj: 0.000447, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.723351, iou_loss = 2.130354, total_loss = 2.853704 \n",
" total_bbox = 36350, rewritten_bbox = 0.291609 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.372024, GIOU: 0.280715), Class: 0.511337, Obj: 0.041736, No Obj: 0.002360, .5R: 0.200000, .75R: 0.000000, count: 5, class_loss = 1.813828, iou_loss = 0.069048, total_loss = 1.882876 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000463, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002995, iou_loss = 0.000000, total_loss = 0.002995 \n",
" total_bbox = 36355, rewritten_bbox = 0.291569 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.345608, GIOU: 0.316262), Class: 0.603260, Obj: 0.199942, No Obj: 0.003525, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.160330, iou_loss = 0.020293, total_loss = 1.180624 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.122953, GIOU: -0.213046), Class: 0.528035, Obj: 0.001757, No Obj: 0.000434, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.338049, iou_loss = 0.008306, total_loss = 0.346355 \n",
" total_bbox = 36360, rewritten_bbox = 0.291529 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.471903, GIOU: 0.420505), Class: 0.541244, Obj: 0.025439, No Obj: 0.002440, .5R: 0.500000, .75R: 0.000000, count: 4, class_loss = 1.434654, iou_loss = 0.048081, total_loss = 1.482735 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.483115, GIOU: 0.360018), Class: 0.492274, Obj: 0.000740, No Obj: 0.000466, .5R: 0.500000, .75R: 0.000000, count: 2, class_loss = 0.779385, iou_loss = 0.908603, total_loss = 1.687988 \n",
" total_bbox = 36366, rewritten_bbox = 0.291481 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.382534, GIOU: 0.302253), Class: 0.508301, Obj: 0.003378, No Obj: 0.002440, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.071649, iou_loss = 0.031812, total_loss = 1.103461 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.593136, GIOU: 0.588403), Class: 0.499791, Obj: 0.025869, No Obj: 0.000508, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.412906, iou_loss = 0.338397, total_loss = 0.751303 \n",
" total_bbox = 36370, rewritten_bbox = 0.291449 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344455, GIOU: 0.330460), Class: 0.571433, Obj: 0.025207, No Obj: 0.002144, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.986080, iou_loss = 0.006291, total_loss = 0.992371 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.540162, GIOU: 0.496634), Class: 0.537301, Obj: 0.010378, No Obj: 0.000523, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.335697, iou_loss = 0.222809, total_loss = 0.558506 \n",
" total_bbox = 36374, rewritten_bbox = 0.291417 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.397223, GIOU: 0.289772), Class: 0.399419, Obj: 0.040572, No Obj: 0.002379, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.563848, iou_loss = 0.011784, total_loss = 1.575632 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000423, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000925, iou_loss = 0.000000, total_loss = 0.000925 \n",
" total_bbox = 36378, rewritten_bbox = 0.291385 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.300858, GIOU: 0.179163), Class: 0.543743, Obj: 0.159066, No Obj: 0.003117, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.193154, iou_loss = 0.036266, total_loss = 1.229421 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.392181, GIOU: 0.277425), Class: 0.514434, Obj: 0.046487, No Obj: 0.000556, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.342696, iou_loss = 0.680588, total_loss = 1.023284 \n",
" total_bbox = 36383, rewritten_bbox = 0.291345 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.338635, GIOU: 0.248469), Class: 0.502284, Obj: 0.053260, No Obj: 0.002169, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.698027, iou_loss = 0.030760, total_loss = 0.728787 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.594382, GIOU: 0.589674), Class: 0.212996, Obj: 0.008311, No Obj: 0.000449, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.436911, iou_loss = 0.397503, total_loss = 0.834414 \n",
" total_bbox = 36386, rewritten_bbox = 0.291321 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.258682, GIOU: 0.251614), Class: 0.532966, Obj: 0.011176, No Obj: 0.002075, .5R: 0.000000, .75R: 0.000000, count: 5, class_loss = 1.875561, iou_loss = 0.058536, total_loss = 1.934097 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000498, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.006318, iou_loss = 0.000000, total_loss = 0.006318 \n",
" total_bbox = 36391, rewritten_bbox = 0.291281 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.464082, GIOU: 0.412935), Class: 0.629698, Obj: 0.104599, No Obj: 0.002530, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.217059, iou_loss = 0.050054, total_loss = 1.267113 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.336116, GIOU: 0.191672), Class: 0.522531, Obj: 0.009946, No Obj: 0.000451, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.675467, iou_loss = 0.410606, total_loss = 1.086073 \n",
" total_bbox = 36397, rewritten_bbox = 0.291233 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.522834, GIOU: 0.515396), Class: 0.458655, Obj: 0.039531, No Obj: 0.002521, .5R: 0.400000, .75R: 0.400000, count: 5, class_loss = 1.904527, iou_loss = 0.072904, total_loss = 1.977430 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.536120, GIOU: 0.461716), Class: 0.670009, Obj: 0.017874, No Obj: 0.000494, .5R: 1.000000, .75R: 0.000000, count: 1, class_loss = 0.349535, iou_loss = 0.166923, total_loss = 0.516458 \n",
" total_bbox = 36403, rewritten_bbox = 0.291185 % \n",
"\n",
" Tensor Cores are disabled until the first 3000 iterations are reached.\n",
"\n",
" 455: 0.915920, 0.909581 avg loss, 0.000112 rate, 0.688398 seconds, 29120 images, 0.715416 hours left\n",
"Loaded: 0.000062 seconds\n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.322509, GIOU: 0.275437), Class: 0.402646, Obj: 0.084087, No Obj: 0.002768, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.618708, iou_loss = 0.039608, total_loss = 1.658317 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000508, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.005096, iou_loss = 0.000000, total_loss = 0.005096 \n",
" total_bbox = 36407, rewritten_bbox = 0.291153 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.429379, GIOU: 0.346886), Class: 0.504240, Obj: 0.062664, No Obj: 0.002534, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.746793, iou_loss = 0.167186, total_loss = 1.913979 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000515, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.007796, iou_loss = 0.000000, total_loss = 0.007796 \n",
" total_bbox = 36412, rewritten_bbox = 0.291113 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.458246, GIOU: 0.434323), Class: 0.574990, Obj: 0.073394, No Obj: 0.002298, .5R: 0.333333, .75R: 0.333333, count: 3, class_loss = 0.917068, iou_loss = 0.009532, total_loss = 0.926600 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.086277, GIOU: 0.086276), Class: 0.411742, Obj: 0.000588, No Obj: 0.000451, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.407644, iou_loss = 0.020000, total_loss = 0.427644 \n",
" total_bbox = 36416, rewritten_bbox = 0.291081 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.336905, GIOU: 0.310073), Class: 0.584888, Obj: 0.031557, No Obj: 0.002449, .5R: 0.250000, .75R: 0.000000, count: 4, class_loss = 1.415574, iou_loss = 0.032817, total_loss = 1.448392 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000444, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.002337, iou_loss = 0.000000, total_loss = 0.002337 \n",
" total_bbox = 36420, rewritten_bbox = 0.291049 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.444312, GIOU: 0.411455), Class: 0.668506, Obj: 0.085538, No Obj: 0.002456, .5R: 0.400000, .75R: 0.000000, count: 5, class_loss = 1.501477, iou_loss = 0.082991, total_loss = 1.584467 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000432, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.000807, iou_loss = 0.000000, total_loss = 0.000807 \n",
" total_bbox = 36425, rewritten_bbox = 0.291009 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.353780, GIOU: 0.281061), Class: 0.426866, Obj: 0.179680, No Obj: 0.002848, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.646065, iou_loss = 0.008807, total_loss = 0.654872 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.348564, GIOU: 0.314536), Class: 0.559629, Obj: 0.001693, No Obj: 0.000458, .5R: 0.000000, .75R: 0.000000, count: 2, class_loss = 0.715602, iou_loss = 0.983099, total_loss = 1.698701 \n",
" total_bbox = 36429, rewritten_bbox = 0.290977 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.289066, GIOU: 0.126059), Class: 0.546020, Obj: 0.028603, No Obj: 0.002059, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 1.088302, iou_loss = 0.011871, total_loss = 1.100173 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.271435, GIOU: 0.154148), Class: 0.462103, Obj: 0.000427, No Obj: 0.000384, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.519102, iou_loss = 0.449516, total_loss = 1.968619 \n",
" total_bbox = 36436, rewritten_bbox = 0.290921 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.245482, GIOU: 0.154609), Class: 0.563875, Obj: 0.096483, No Obj: 0.002956, .5R: 0.000000, .75R: 0.000000, count: 3, class_loss = 0.956289, iou_loss = 0.005552, total_loss = 0.961841 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: -0.408296), Class: 0.544232, Obj: 0.000343, No Obj: 0.000425, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.418112, iou_loss = 0.350844, total_loss = 0.768956 \n",
" total_bbox = 36440, rewritten_bbox = 0.290889 % \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 30 Avg (IOU: 0.344600, GIOU: 0.262897), Class: 0.396470, Obj: 0.042405, No Obj: 0.002378, .5R: 0.000000, .75R: 0.000000, count: 4, class_loss = 1.502419, iou_loss = 0.019614, total_loss = 1.522033 \n",
"v3 (iou loss, Normalizer: (iou: 0.07, cls: 1.00) Region 37 Avg (IOU: 0.000000, GIOU: 0.000000), Class: 0.000000, Obj: 0.000000, No Obj: 0.000473, .5R: 0.000000, .75R: 0.000000, count: 1, class_loss = 0.001401, iou_loss = 0.000000, total_loss = 0.001401 \n",
" total_bbox = 36444, rewritten_bbox = 0.290857 % \n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "rFfReDt3g4DY",
"outputId": "72e989ab-24fd-49b5-834c-1fae45678628",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"from torch_snippets import Glob, stem, show, read\n",
"# upload your own images to a folder\n",
"image_paths = Glob('images-of-trucks-and-busses')\n",
"for f in image_paths:\n",
" !./darknet detector test data/obj.data cfg/yolov4-tiny-bus-trucks.cfg\\\n",
" backup/yolov4-tiny-bus-trucks_4000.weights {f}\n",
" !mv predictions.jpg {stem(f)}_pred.jpg\n",
"\n",
"for i in Glob('*_pred.jpg', silent=True):\n",
" show(read(i, 1), sz=20)"
],
"execution_count": 5,
"outputs": [
{
"output_type": "stream",
"text": [
"2020-11-09 03:24:37.260 | INFO | torch_snippets.loader:Glob:181 - 3 files found at pred_*.png\n"
],
"name": "stderr"
},
{
"output_type": "display_data",
"data": {
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\n",
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