yolo.ipynb

{
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  {
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   "outputs": [
    {
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      "\u001b[?25hBuilding wheels for collected packages: fire\n",
      "  Building wheel for fire (pyproject.toml) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for fire: filename=fire-0.6.0-py2.py3-none-any.whl size=117030 sha256=6cb468d273198a56774ba3e594cf7d0d10169abba1430bcdd6be6a4720d3888b\n",
      "  Stored in directory: /home/andersonc/.cache/pip/wheels/97/4a/3f/f6f222440f03d888f026ac848b6b4ea57183ebfcd8f3cb8904\n",
      "Successfully built fire\n",
      "Installing collected packages: pytz, py-cpuinfo, mpmath, filetype, urllib3, tzdata, typing-extensions, tqdm, terminaltables, termcolor, tensorboard-data-server, sympy, smmap, setuptools, PyYAML, python-dotenv, pyparsing, protobuf, Pillow, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, numpy, networkx, MarkupSafe, markdown, kiwisolver, jmespath, idna, grpcio, fsspec, fonttools, filelock, cycler, click, charset-normalizer, certifi, absl-py, werkzeug, triton, shapely, scipy, requests, pybboxes, pandas, opencv-python-headless, opencv-python, nvidia-cusparse-cu12, nvidia-cudnn-cu12, jinja2, gitdb, fire, contourpy, botocore, tensorboard, sahi, s3transfer, requests-toolbelt, nvidia-cusolver-cu12, matplotlib, huggingface-hub, gitpython, torch, seaborn, roboflow, boto3, ultralytics-thop, torchvision, thop, ultralytics, yolov5\n",
      "Successfully installed MarkupSafe-2.1.5 Pillow-10.4.0 PyYAML-6.0.2 absl-py-2.1.0 boto3-1.35.19 botocore-1.35.19 certifi-2024.8.30 charset-normalizer-3.3.2 click-8.1.7 contourpy-1.3.0 cycler-0.12.1 filelock-3.16.0 filetype-1.2.0 fire-0.6.0 fonttools-4.53.1 fsspec-2024.9.0 gitdb-4.0.11 gitpython-3.1.43 grpcio-1.66.1 huggingface-hub-0.24.7 idna-3.7 jinja2-3.1.4 jmespath-1.0.1 kiwisolver-1.4.7 markdown-3.7 matplotlib-3.9.2 mpmath-1.3.0 networkx-3.3 numpy-1.26.4 nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvjitlink-cu12-12.6.68 nvidia-nvtx-cu12-12.1.105 opencv-python-4.9.0.80 opencv-python-headless-4.10.0.84 pandas-2.2.2 protobuf-5.28.1 py-cpuinfo-9.0.0 pybboxes-0.1.6 pyparsing-3.1.4 python-dotenv-1.0.1 pytz-2024.2 requests-2.32.3 requests-toolbelt-1.0.0 roboflow-1.1.45 s3transfer-0.10.2 sahi-0.11.18 scipy-1.14.1 seaborn-0.13.2 setuptools-75.1.0 shapely-2.0.6 smmap-5.0.1 sympy-1.13.2 tensorboard-2.17.1 tensorboard-data-server-0.7.2 termcolor-2.4.0 terminaltables-3.1.10 thop-0.1.1.post2209072238 torch-2.4.1 torchvision-0.19.1 tqdm-4.66.5 triton-3.0.0 typing-extensions-4.12.2 tzdata-2024.1 ultralytics-8.2.94 ultralytics-thop-2.0.6 urllib3-2.2.3 werkzeug-3.0.4 yolov5-7.0.13\n"
     ]
    }
   ],
   "source": [
    "! pip install yolov5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'DLTrafficCounter'...\n",
      "remote: Enumerating objects: 277, done.\u001b[K\n",
      "remote: Counting objects: 100% (7/7), done.\u001b[K\n",
      "remote: Compressing objects: 100% (3/3), done.\u001b[K\n",
      "remote: Total 277 (delta 5), reused 4 (delta 4), pack-reused 270 (from 1)\u001b[K\n",
      "Receiving objects: 100% (277/277), 226.59 MiB | 10.47 MiB/s, done.\n",
      "Resolving deltas: 100% (22/22), done.\n",
      "Updating files: 100% (205/205), done.\n"
     ]
    }
   ],
   "source": [
    "! git clone https://github.com/changsin/DLTrafficCounter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'yolov5'...\n",
      "remote: Enumerating objects: 16954, done.\u001b[K\n",
      "remote: Counting objects: 100% (149/149), done.\u001b[K\n",
      "remote: Compressing objects: 100% (103/103), done.\u001b[K\n",
      "remote: Total 16954 (delta 76), reused 98 (delta 46), pack-reused 16805 (from 1)\u001b[K\n",
      "Receiving objects: 100% (16954/16954), 15.70 MiB | 8.07 MiB/s, done.\n",
      "Resolving deltas: 100% (11614/11614), done.\n",
      "/home/andersonc/workspace/github/car_detector_yolo/yolov5\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/IPython/core/magics/osm.py:417: UserWarning: This is now an optional IPython functionality, setting dhist requires you to install the `pickleshare` library.\n",
      "  self.shell.db['dhist'] = compress_dhist(dhist)[-100:]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "! git clone https://github.com/ultralytics/yolov5  # clone repo\n",
    "%cd yolov5\n",
    "%pip install -qr requirements.txt  # install dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setup complete. Using torch 2.4.1+cu121 (NVIDIA GeForce GTX 1650)\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "from IPython.display import Image, clear_output  # to display images\n",
    "\n",
    "clear_output()\n",
    "print(f\"Setup complete. Using torch {torch.__version__} ({torch.cuda.get_device_properties(0).name if torch.cuda.is_available() else 'CPU'})\") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2024-09-16 15:41:57--  https://github.com/ultralytics/yolov5/releases/download/v5.0/yolov5s.pt\n",
      "Resolvendo github.com (github.com)... 20.201.28.151\n",
      "Conectando-se a github.com (github.com)|20.201.28.151|:443... conectado.\n",
      "A requisição HTTP foi enviada, aguardando resposta... 302 Found\n",
      "Localização: https://objects.githubusercontent.com/github-production-release-asset-2e65be/264818686/56dd3480-9af3-11eb-9c92-3ecd167961dc?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240916%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240916T184157Z&X-Amz-Expires=300&X-Amz-Signature=549618c0572cc0de2742908773aee53fececb4046a3320e320618febc0fa1b1e&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=264818686&response-content-disposition=attachment%3B%20filename%3Dyolov5s.pt&response-content-type=application%2Foctet-stream [redirecionando]\n",
      "--2024-09-16 15:41:57--  https://objects.githubusercontent.com/github-production-release-asset-2e65be/264818686/56dd3480-9af3-11eb-9c92-3ecd167961dc?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20240916%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20240916T184157Z&X-Amz-Expires=300&X-Amz-Signature=549618c0572cc0de2742908773aee53fececb4046a3320e320618febc0fa1b1e&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=264818686&response-content-disposition=attachment%3B%20filename%3Dyolov5s.pt&response-content-type=application%2Foctet-stream\n",
      "Resolvendo objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.111.133, 185.199.110.133, ...\n",
      "Conectando-se a objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... conectado.\n",
      "A requisição HTTP foi enviada, aguardando resposta... 200 OK\n",
      "Tamanho: 14795158 (14M) [application/octet-stream]\n",
      "Salvando em: ‘yolov5s.pt’\n",
      "\n",
      "yolov5s.pt          100%[===================>]  14,11M  9,95MB/s    em 1,4s    \n",
      "\n",
      "2024-09-16 15:41:59 (9,95 MB/s) - ‘yolov5s.pt’ salvo [14795158/14795158]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "! wget https://github.com/ultralytics/yolov5/releases/download/v5.0/yolov5s.pt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['runs/train/exp/weights/best.pt'], source=../DLTrafficCounter/data/bbox_highway/test, data=data/coco128.yaml, imgsz=[640, 640], conf_thres=0.5, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_format=0, save_csv=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1\n",
      "YOLOv5 🚀 v7.0-366-gf7322921 Python-3.12.3 torch-2.4.1+cu121 CUDA:0 (NVIDIA GeForce GTX 1650, 3904MiB)\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/detect.py\", line 437, in <module>\n",
      "    main(opt)\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/detect.py\", line 432, in main\n",
      "    run(**vars(opt))\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/utils/_contextlib.py\", line 116, in decorate_context\n",
      "    return func(*args, **kwargs)\n",
      "           ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/detect.py\", line 166, in run\n",
      "    model = DetectMultiBackend(weights, device=device, dnn=dnn, data=data, fp16=half)\n",
      "            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/models/common.py\", line 489, in __init__\n",
      "    model = attempt_load(weights if isinstance(weights, list) else w, device=device, inplace=True, fuse=fuse)\n",
      "            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/models/experimental.py\", line 98, in attempt_load\n",
      "    ckpt = torch.load(attempt_download(w), map_location=\"cpu\")  # load\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/ultralytics/utils/patches.py\", line 86, in torch_load\n",
      "    return _torch_load(*args, **kwargs)\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/serialization.py\", line 1065, in load\n",
      "    with _open_file_like(f, 'rb') as opened_file:\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/serialization.py\", line 468, in _open_file_like\n",
      "    return _open_file(name_or_buffer, mode)\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/serialization.py\", line 449, in __init__\n",
      "    super().__init__(open(name, mode))\n",
      "                     ^^^^^^^^^^^^^^^^\n",
      "FileNotFoundError: [Errno 2] No such file or directory: 'runs/train/exp/weights/best.pt'\n"
     ]
    }
   ],
   "source": [
    "! python detect.py --weights runs/train/exp/weights/best.pt --img 640 --conf 0.5 --source ../DLTrafficCounter/data/bbox_highway/test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['../DLTrafficCounter/models/yolov5s_highway.pt'], source=../DLTrafficCounter/data/bbox_highway/test, data=data/coco128.yaml, imgsz=[640, 640], conf_thres=0.5, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_format=0, save_csv=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1\n",
      "YOLOv5 🚀 v7.0-366-gf7322921 Python-3.12.3 torch-2.4.1+cu121 CUDA:0 (NVIDIA GeForce GTX 1650, 3904MiB)\n",
      "\n",
      "Fusing layers... \n",
      "YOLOv5s summary: 224 layers, 7059304 parameters, 0 gradients\n",
      "image 1/5 /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/test/Suwon_CH02_20200722_1600_WED_9m_RH_highway_TW5_rainy_FHD_096.png: 384x640 12 cars, 5 trucks, 21.0ms\n",
      "image 2/5 /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/test/Suwon_CH02_20200722_1600_WED_9m_RH_highway_TW5_rainy_FHD_097.png: 384x640 8 cars, 7 trucks, 9.3ms\n",
      "image 3/5 /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/test/Suwon_CH02_20200722_1600_WED_9m_RH_highway_TW5_rainy_FHD_098.png: 384x640 38 cars, 22 trucks, 9.4ms\n",
      "image 4/5 /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/test/Suwon_CH02_20200722_1600_WED_9m_RH_highway_TW5_rainy_FHD_099.png: 384x640 47 cars, 3 buss, 17 trucks, 9.4ms\n",
      "image 5/5 /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/test/Suwon_CH02_20200722_1600_WED_9m_RH_highway_TW5_rainy_FHD_100.png: 384x640 38 cars, 1 bus, 17 trucks, 9.3ms\n",
      "Speed: 0.4ms pre-process, 11.7ms inference, 69.8ms NMS per image at shape (1, 3, 640, 640)\n",
      "Results saved to \u001b[1mruns/detect/exp2\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "! python detect.py --weights ../DLTrafficCounter/models/yolov5s_highway.pt --img 640 --conf 0.5 --source ../DLTrafficCounter/data/bbox_highway/test\n",
    "     "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Errno 2] No such file or directory: 'yolov5'\n",
      "/home/andersonc/workspace/github/car_detector_yolo/yolov5\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/IPython/core/magics/osm.py:393: UserWarning: This is now an optional IPython functionality, using bookmarks requires you to install the `pickleshare` library.\n",
      "  bkms = self.shell.db.get('bookmarks', {})\n"
     ]
    }
   ],
   "source": [
    "%cd yolov5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mtrain: \u001b[0mweights=yolov5s.pt, cfg=models/yolov5s.yaml, data=../DLTrafficCounter/configs/train_traffic_counter.yaml, hyp=data/hyps/hyp.scratch-low.yaml, epochs=400, batch_size=10, imgsz=640, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, evolve_population=data/hyps, resume_evolve=None, bucket=, cache=ram, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=8, project=runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest, ndjson_console=False, ndjson_file=False\n",
      "\u001b[34m\u001b[1mgithub: \u001b[0mup to date with https://github.com/ultralytics/yolov5 ✅\n",
      "YOLOv5 🚀 v7.0-366-gf7322921 Python-3.12.3 torch-2.4.1+cu121 CUDA:0 (NVIDIA GeForce GTX 1650, 3904MiB)\n",
      "\n",
      "\u001b[34m\u001b[1mhyperparameters: \u001b[0mlr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0\n",
      "\u001b[34m\u001b[1mComet: \u001b[0mrun 'pip install comet_ml' to automatically track and visualize YOLOv5 🚀 runs in Comet\n",
      "\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir runs/train', view at http://localhost:6006/\n",
      "Downloading https://github.com/ultralytics/assets/releases/download/v0.0.0/Arial.ttf to /home/andersonc/.config/Ultralytics/Arial.ttf...\n",
      "100%|████████████████████████████████████████| 755k/755k [00:00<00:00, 3.54MB/s]\n",
      "Overriding model.yaml nc=80 with nc=3\n",
      "\n",
      "                 from  n    params  module                                  arguments                     \n",
      "  0                -1  1      3520  models.common.Conv                      [3, 32, 6, 2, 2]              \n",
      "  1                -1  1     18560  models.common.Conv                      [32, 64, 3, 2]                \n",
      "  2                -1  1     18816  models.common.C3                        [64, 64, 1]                   \n",
      "  3                -1  1     73984  models.common.Conv                      [64, 128, 3, 2]               \n",
      "  4                -1  2    115712  models.common.C3                        [128, 128, 2]                 \n",
      "  5                -1  1    295424  models.common.Conv                      [128, 256, 3, 2]              \n",
      "  6                -1  3    625152  models.common.C3                        [256, 256, 3]                 \n",
      "  7                -1  1   1180672  models.common.Conv                      [256, 512, 3, 2]              \n",
      "  8                -1  1   1182720  models.common.C3                        [512, 512, 1]                 \n",
      "  9                -1  1    656896  models.common.SPPF                      [512, 512, 5]                 \n",
      " 10                -1  1    131584  models.common.Conv                      [512, 256, 1, 1]              \n",
      " 11                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
      " 12           [-1, 6]  1         0  models.common.Concat                    [1]                           \n",
      " 13                -1  1    361984  models.common.C3                        [512, 256, 1, False]          \n",
      " 14                -1  1     33024  models.common.Conv                      [256, 128, 1, 1]              \n",
      " 15                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
      " 16           [-1, 4]  1         0  models.common.Concat                    [1]                           \n",
      " 17                -1  1     90880  models.common.C3                        [256, 128, 1, False]          \n",
      " 18                -1  1    147712  models.common.Conv                      [128, 128, 3, 2]              \n",
      " 19          [-1, 14]  1         0  models.common.Concat                    [1]                           \n",
      " 20                -1  1    296448  models.common.C3                        [256, 256, 1, False]          \n",
      " 21                -1  1    590336  models.common.Conv                      [256, 256, 3, 2]              \n",
      " 22          [-1, 10]  1         0  models.common.Concat                    [1]                           \n",
      " 23                -1  1   1182720  models.common.C3                        [512, 512, 1, False]          \n",
      " 24      [17, 20, 23]  1     21576  models.yolo.Detect                      [3, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]]\n",
      "YOLOv5s summary: 214 layers, 7027720 parameters, 7027720 gradients, 16.0 GFLOPs\n",
      "\n",
      "Transferred 308/349 items from yolov5s.pt\n",
      "/home/andersonc/workspace/github/car_detector_yolo/yolov5/models/common.py:892: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with amp.autocast(autocast):\n",
      "/home/andersonc/workspace/github/car_detector_yolo/yolov5/models/common.py:892: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with amp.autocast(autocast):\n",
      "\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n",
      "\u001b[34m\u001b[1moptimizer:\u001b[0m SGD(lr=0.01) with parameter groups 57 weight(decay=0.0), 60 weight(decay=0.00046875), 60 bias\n",
      "\u001b[34m\u001b[1mtrain: \u001b[0mScanning /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCoun\u001b[0m\n",
      "\u001b[34m\u001b[1mtrain: \u001b[0mNew cache created: /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/train.cache\n",
      "\u001b[34m\u001b[1mtrain: \u001b[0mCaching images (0.1GB ram): 100%|██████████| 90/90 [00:00<00:00, 135.93it\u001b[0m\n",
      "\u001b[34m\u001b[1mval: \u001b[0mScanning /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounte\u001b[0m\n",
      "\u001b[34m\u001b[1mval: \u001b[0mNew cache created: /home/andersonc/workspace/github/car_detector_yolo/DLTrafficCounter/data/bbox_highway/val.cache\n",
      "\u001b[34m\u001b[1mval: \u001b[0mCaching images (0.0GB ram): 100%|██████████| 5/5 [00:00<00:00, 63.66it/s]\u001b[0m\n",
      "\n",
      "\u001b[34m\u001b[1mAutoAnchor: \u001b[0m5.12 anchors/target, 1.000 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅\n",
      "Plotting labels to runs/train/exp/labels.jpg... \n",
      "/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:355: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.\n",
      "  scaler = torch.cuda.amp.GradScaler(enabled=amp)\n",
      "Image sizes 640 train, 640 val\n",
      "Using 8 dataloader workers\n",
      "Logging results to \u001b[1mruns/train/exp\u001b[0m\n",
      "Starting training for 400 epochs...\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.29G      0.128     0.1479    0.03978        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1269     0.1433    0.03943        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G      0.127     0.1337    0.03923        311        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1267     0.1297    0.03917        343        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1268     0.1342    0.03921        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1266     0.1442    0.03924        616        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1265     0.1442    0.03923        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G     0.1264     0.1424    0.03912        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      0/399      2.34G      0.126     0.1442    0.03906        451        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108    0.00053    0.00758   0.000332   0.000118\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1219     0.1484    0.03787        395        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1228     0.1412    0.03782        403        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1223     0.1488    0.03782        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1221     0.1443    0.03782        377        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1223     0.1508     0.0378        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1218     0.1477    0.03769        332        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1218     0.1557    0.03756        618        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1214     0.1532    0.03745        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      1/399      2.34G     0.1213     0.1572    0.03726        635        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108          0          0          0          0\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1166     0.1729    0.03572        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1173     0.1634    0.03585        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1169     0.1614    0.03567        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1164     0.1624    0.03562        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1163     0.1601     0.0355        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1159     0.1606    0.03534        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1146     0.1572    0.03514        260        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1139     0.1571    0.03495        323        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      2/399      2.34G     0.1136      0.155    0.03483        318        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108          0          0          0          0\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1131     0.1739    0.03436        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1105     0.1757    0.03382        428        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1093     0.1799    0.03372        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1103     0.1941    0.03355        703        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1096     0.1924    0.03335        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1091     0.1981    0.03316        589        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1088     0.1959    0.03297        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1079     0.1991    0.03279        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      3/399      2.34G     0.1074     0.2007    0.03265        574        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108          0          0          0          0\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1038     0.1524    0.03119        399        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1051     0.1621    0.03088        590        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1039     0.1642    0.03088        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1037     0.1712    0.03085        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1034     0.1628    0.03069        350        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1029     0.1648     0.0306        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1027     0.1677    0.03051        561        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1028     0.1662    0.03048        412        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      4/399      2.34G     0.1036     0.1665     0.0303        622        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108   0.000511    0.00758   0.000266   2.66e-05\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G      0.107     0.1402    0.03051        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1053     0.1494    0.02986        456        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1045     0.1489    0.02941        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1054     0.1555    0.02885        573        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1055     0.1552    0.02876        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1034      0.147    0.02888        219        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1031     0.1475    0.02869        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G      0.102     0.1491     0.0286        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      5/399      2.34G     0.1012     0.1509    0.02872        453        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108    0.00199     0.0281    0.00133   0.000266\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1033     0.1528    0.02898        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1047     0.1527    0.02877        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1032     0.1541    0.02806        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1028     0.1558    0.02813        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1019     0.1499    0.02821        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1011     0.1521    0.02817        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1005     0.1486    0.02789        342        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1002     0.1506    0.02775        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      6/399      2.34G     0.1004     0.1496    0.02792        469        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.578    0.00758       0.01     0.0039\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G     0.1029     0.1457    0.02648        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G     0.1018     0.1563    0.02655        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G     0.1008     0.1505    0.02657        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G     0.1003     0.1513    0.02639        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G    0.09889      0.156    0.02611        454        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G    0.09823     0.1556     0.0264        477        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G    0.09694     0.1531    0.02629        343        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G    0.09664     0.1512    0.02669        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      7/399      2.34G    0.09625     0.1516    0.02669        440        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.378     0.0379     0.0138    0.00367\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1052     0.1452    0.02706        547        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G      0.106     0.1543    0.02709        680        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1036     0.1526    0.02691        422        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G      0.103     0.1484    0.02717        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1029      0.148    0.02729        460        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1021     0.1483    0.02741        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G      0.101     0.1499    0.02709        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1006     0.1484    0.02677        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      8/399      2.34G     0.1004     0.1527    0.02665        658        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.369     0.0518     0.0176    0.00515\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09358     0.1337    0.02681        368        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09104     0.1205    0.02567        259        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G     0.0907     0.1228    0.02606        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.08979     0.1182    0.02618        284        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09011     0.1333    0.02623        628        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09068     0.1361    0.02611        576        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09073     0.1348    0.02605        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09165     0.1344    0.02596        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "      9/399      2.34G    0.09206     0.1324    0.02588        324        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.405      0.221     0.0567     0.0153\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G     0.1015     0.1258     0.0256        483        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09792      0.133    0.02563        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G     0.0966     0.1387    0.02571        422        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09781      0.138    0.02569        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09754       0.14    0.02577        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09796     0.1388    0.02581        477        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09798     0.1356    0.02572        367        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09867     0.1403    0.02584        763        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     10/399      2.34G    0.09821     0.1362    0.02574        285        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.36      0.206     0.0202    0.00487\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G     0.1003     0.1535    0.02585        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09334     0.1275    0.02537        344        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09149     0.1347    0.02559        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09058     0.1354    0.02598        506        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G     0.0905     0.1315    0.02607        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G     0.0905     0.1329    0.02574        547        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09018      0.133    0.02572        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09189     0.1332    0.02567        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     11/399      2.34G    0.09297     0.1345    0.02548        465        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108     0.0422      0.258     0.0307    0.00826\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1041     0.1414    0.02553        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1024     0.1409    0.02611        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1023     0.1358    0.02532        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1028     0.1386    0.02554        576        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1012     0.1361    0.02551        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1003     0.1406    0.02549        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.1001     0.1389     0.0254        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G     0.0995     0.1405    0.02554        515        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     12/399      2.34G    0.09896      0.139    0.02544        425        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.445      0.153      0.057     0.0165\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.09638     0.1291    0.02512        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.09131     0.1509    0.02534        589        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08874      0.145     0.0252        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08892     0.1426    0.02528        516        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08781      0.141    0.02531        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08751     0.1341    0.02524        277        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08682     0.1364    0.02538        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08687     0.1415    0.02527        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     13/399      2.34G    0.08683     0.1391    0.02504        374        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.102      0.212     0.0731     0.0191\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.09068     0.1435    0.02655        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08754     0.1408    0.02551        377        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08891     0.1391     0.0256        497        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08906     0.1403     0.0256        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08905     0.1494     0.0255        654        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08936     0.1448    0.02537        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G      0.089      0.146    0.02533        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08888      0.145     0.0253        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     14/399      2.34G    0.08869     0.1397    0.02528        306        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.457      0.152      0.089     0.0246\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G     0.0892     0.1251    0.02515        441        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G     0.0881     0.1344    0.02495        538        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08573     0.1294    0.02503        362        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08551     0.1402    0.02503        584        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08538     0.1401    0.02501        539        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08508     0.1366    0.02519        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08524     0.1401    0.02517        615        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.08796      0.145    0.02524        734        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     15/399      2.34G    0.09037     0.1434    0.02534        445        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.154      0.223      0.075     0.0163\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1082     0.1615    0.02509        544        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1109     0.1504    0.02485        553        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1088     0.1419    0.02458        317        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1098     0.1424    0.02486        595        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1089     0.1453    0.02455        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G      0.109     0.1445    0.02496        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1087      0.146    0.02501        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1079     0.1482    0.02488        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     16/399      2.34G     0.1079     0.1496    0.02474        534        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.11       0.21      0.064      0.015\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1114     0.1163    0.02444        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1072     0.1212    0.02445        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1052     0.1322    0.02424        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1039     0.1325    0.02434        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1041     0.1328    0.02478        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1035     0.1348    0.02477        488        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1033     0.1352     0.0248        516        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1023     0.1321     0.0248        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     17/399      2.34G     0.1018     0.1305    0.02481        488        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.495      0.219      0.088     0.0274\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09441     0.1135    0.02394        384        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09374     0.1095     0.0243        300        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09455     0.1194    0.02431        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09493     0.1166    0.02486        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09305     0.1315    0.02498        519        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09109     0.1297    0.02517        306        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.09004     0.1346     0.0254        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.08975     0.1394    0.02533        547        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     18/399      2.34G    0.08953     0.1406     0.0254        480        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.516      0.166      0.125      0.039\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G     0.0872     0.1414    0.02497        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08644     0.1579    0.02545        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08557     0.1591    0.02505        592        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08377     0.1618    0.02514        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08406     0.1637    0.02515        588        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08333     0.1636    0.02527        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08263     0.1613    0.02516        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08232     0.1618    0.02508        549        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     19/399      2.34G    0.08207     0.1622    0.02493        530        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.547      0.253      0.195     0.0567\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07988     0.1615    0.02469        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07787      0.152    0.02435        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07804     0.1454    0.02438        373        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07768     0.1472    0.02416        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07654     0.1452    0.02435        456        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07535     0.1424    0.02434        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07443     0.1413    0.02441        410        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07399     0.1472    0.02451        626        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     20/399      2.34G    0.07363     0.1504    0.02434        543        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.579      0.171      0.186      0.056\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G    0.07316     0.1684    0.02502        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G      0.071      0.153    0.02475        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G    0.07031     0.1649    0.02468        631        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G     0.0706     0.1665    0.02449        617        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G    0.07042     0.1631    0.02449        538        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G     0.0696     0.1606    0.02436        477        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G     0.0697     0.1557     0.0245        445        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G    0.07145     0.1582    0.02452        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     21/399      2.34G    0.07284     0.1599    0.02447        582        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.101      0.318       0.13     0.0421\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.08162     0.1861    0.02545        551        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G     0.0817      0.177    0.02487        550        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.08143     0.1683    0.02476        336        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.08218     0.1655    0.02488        422        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.08017     0.1534    0.02509        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.07877     0.1457    0.02477        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.07808     0.1451    0.02447        494        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G    0.07729     0.1414    0.02459        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     22/399      2.34G     0.0771     0.1416    0.02463        557        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.641      0.193      0.176     0.0667\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07424    0.09582    0.02415        325        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07389     0.1202    0.02338        555        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07313     0.1248    0.02376        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G     0.0716     0.1206    0.02348        296        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07182     0.1225    0.02345        482        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07215     0.1265    0.02361        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07206      0.124    0.02409        396        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G     0.0728     0.1226     0.0245        319        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     23/399      2.34G    0.07407     0.1258     0.0243        510        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.532      0.186       0.13     0.0378\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G     0.0852     0.1461    0.02449        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08369     0.1501    0.02314        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08342     0.1499    0.02357        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08183     0.1369    0.02348        226        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08116     0.1351    0.02378        406        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08037     0.1346    0.02372        399        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08042     0.1344    0.02374        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08032      0.136    0.02376        502        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     24/399      2.34G    0.08014     0.1359    0.02377        494        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.658      0.203      0.168     0.0672\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.07754     0.1509    0.02517        498        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.07201     0.1289    0.02494        329        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.07222     0.1195    0.02556        334        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.07095     0.1227    0.02561        380        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.07028     0.1206     0.0259        341        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.06954     0.1181    0.02517        280        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G    0.06906     0.1215    0.02485        415        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G     0.0702     0.1185    0.02472        328        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     25/399      2.34G     0.0713      0.123    0.02464        525        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.514      0.209      0.133     0.0417\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.08246     0.1237    0.02337        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.08184     0.1082    0.02411        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.08098     0.1159     0.0242        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.08103     0.1192    0.02456        440        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.08002     0.1183    0.02442        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.07871     0.1177    0.02426        365        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.07884     0.1204     0.0244        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G     0.0794     0.1219    0.02434        589        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     26/399      2.34G    0.07877      0.121    0.02433        377        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.598        0.2      0.183     0.0829\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07551     0.1393    0.02292        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07531     0.1177    0.02273        377        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07448     0.1212    0.02315        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G      0.073     0.1251    0.02338        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07338     0.1226    0.02348        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07353     0.1191    0.02386        401        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07321     0.1168    0.02384        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07463     0.1222    0.02381        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     27/399      2.34G    0.07561      0.118     0.0238        287        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.504       0.19      0.117     0.0363\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.08258     0.1594    0.02236        553        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.08479     0.1707    0.02275        668        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.08506     0.1604    0.02242        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.08495     0.1617    0.02294        595        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.08171     0.1602    0.02322        567        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.07907     0.1542    0.02317        369        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.07712     0.1526    0.02342        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.07586     0.1497    0.02358        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     28/399      2.34G    0.07437     0.1439    0.02375        285        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.596       0.23      0.237     0.0992\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06945     0.1502    0.02339        572        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06434     0.1487    0.02389        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G      0.063      0.147    0.02354        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G      0.063     0.1432    0.02317        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06142     0.1396    0.02322        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06155     0.1427    0.02318        536        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06098     0.1415    0.02304        445        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06269     0.1417    0.02324        588        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     29/399      2.34G    0.06333     0.1404    0.02323        428        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.544        0.2       0.17     0.0582\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07241     0.1285     0.0213        517        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07121     0.1225    0.02222        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07057     0.1302    0.02235        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07005     0.1224    0.02245        276        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G       0.07     0.1215    0.02245        378        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07013     0.1274    0.02234        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07004     0.1295    0.02222        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.06978     0.1252    0.02257        348        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     30/399      2.34G    0.07012     0.1269    0.02264        496        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.645        0.2      0.199     0.0803\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.07119     0.1532    0.02142        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.07094      0.136    0.02249        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G     0.0704     0.1274    0.02306        415        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.06972     0.1257    0.02332        386        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.06867     0.1217     0.0231        351        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.06866     0.1244    0.02303        497        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.06838     0.1199    0.02317        290        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G    0.06854      0.118    0.02331        333        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     31/399      2.34G     0.0686     0.1224    0.02325        493        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.587      0.199      0.247      0.102\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.07207     0.1522    0.02365        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.07235     0.1519     0.0226        588        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.07211     0.1415    0.02254        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.07089     0.1425    0.02234        428        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.06927     0.1341    0.02283        393        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.06847     0.1356    0.02278        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.06743     0.1343    0.02274        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.06737     0.1336     0.0227        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     32/399      2.34G    0.06686     0.1344     0.0226        456        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.705       0.23      0.268      0.127\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06551      0.153    0.02187        558        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06415     0.1481    0.02284        567        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06267     0.1371    0.02264        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06179     0.1342    0.02297        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06074     0.1257    0.02284        289        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06053     0.1248    0.02285        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06065     0.1196    0.02288        305        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06235     0.1172    0.02294        319        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     33/399      2.34G    0.06365     0.1207    0.02285        490        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.525      0.208      0.149     0.0559\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07244     0.1151    0.02174        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07234     0.1195    0.02215        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07372     0.1237    0.02257        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07285     0.1224    0.02271        345        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07037     0.1222    0.02251        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.07005      0.118    0.02236        413        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.06871     0.1201     0.0223        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.06765     0.1197    0.02207        410        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     34/399      2.34G    0.06733     0.1239    0.02218        573        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.669      0.226      0.281       0.12\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05833     0.1123    0.02226        323        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05913     0.1231    0.02169        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05905     0.1261    0.02243        454        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05887      0.124    0.02214        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05833     0.1289    0.02204        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05843     0.1264    0.02193        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G    0.05876     0.1277    0.02188        531        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G     0.0607     0.1278    0.02188        499        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     35/399      2.34G     0.0623     0.1313     0.0218        610        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.469      0.466      0.224      0.103\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.07268     0.1177    0.02092        346        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.07272     0.1383    0.02149        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.07237     0.1325    0.02162        325        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.07275     0.1311    0.02117        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.07127     0.1285    0.02153        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.06992     0.1297    0.02176        453        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.06887     0.1286    0.02192        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.06788     0.1274    0.02209        403        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     36/399      2.34G    0.06682      0.125    0.02196        304        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.695       0.23      0.244      0.103\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06198     0.1589    0.02169        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06013     0.1346    0.02119        356        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.05976     0.1329    0.02161        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06088     0.1308    0.02195        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06076     0.1261     0.0218        386        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06098     0.1289    0.02188        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06138     0.1296    0.02187        539        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06273     0.1295    0.02202        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     37/399      2.34G    0.06375     0.1292    0.02206        411        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.546      0.271      0.207     0.0897\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.07278     0.1307    0.02196        432        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.07182     0.1364    0.02124        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.07135     0.1334    0.02135        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.07117     0.1327    0.02174        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.06808     0.1305    0.02189        411        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.06619     0.1314    0.02167        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.06409      0.128    0.02186        361        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.06308     0.1273    0.02184        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     38/399      2.34G    0.06234      0.127    0.02177        464        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.704      0.254      0.324      0.159\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G     0.0556     0.1253    0.02219        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05691     0.1696    0.02142        711        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05345     0.1489    0.02142        305        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05251     0.1399    0.02129        345        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05318     0.1384    0.02149        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05263     0.1339     0.0214        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G     0.0526     0.1268    0.02164        272        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G    0.05476     0.1263    0.02166        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     39/399      2.34G     0.0559      0.123    0.02151        291        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.598      0.283      0.226      0.097\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G     0.0718     0.1207    0.02296        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.07006     0.1249    0.02164        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06887     0.1361    0.02154        552        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06752     0.1315    0.02145        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G     0.0656     0.1363    0.02131        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06439     0.1404    0.02134        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06367     0.1405    0.02121        581        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06259     0.1379      0.021        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     40/399      2.34G    0.06206     0.1387    0.02082        581        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.586       0.45      0.368      0.167\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05576      0.125     0.0207        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05436     0.1243    0.02071        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G     0.0565     0.1415    0.02132        788        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G      0.056      0.148    0.02087        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05612     0.1376    0.02122        371        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05599      0.138    0.02118        564        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05543     0.1376     0.0211        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05703     0.1388    0.02109        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     41/399      2.34G    0.05792     0.1363    0.02086        299        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.496      0.408      0.259      0.107\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.07407     0.1302    0.02237        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.07068     0.1322     0.0212        448        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.06989     0.1263    0.02077        339        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.07036     0.1327    0.02076        605        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.06828      0.137    0.02046        580        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.06633     0.1304    0.02021        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.06485     0.1303     0.0202        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G     0.0636     0.1276    0.02035        350        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     42/399      2.34G    0.06284     0.1288    0.02045        433        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.578       0.38      0.317      0.159\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05623     0.1248    0.01973        429        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05465     0.1398    0.01992        564        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05319     0.1289     0.0203        384        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05368     0.1287    0.02084        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05371     0.1287    0.02089        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05451     0.1304     0.0209        546        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05505     0.1324    0.02072        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05525     0.1316    0.02074        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     43/399      2.34G    0.05536      0.133    0.02082        516        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.576      0.435      0.307      0.139\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G     0.0573     0.1469    0.02255        519        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G     0.0567     0.1455      0.022        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05628     0.1392    0.02115        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05675     0.1337    0.02123        362        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05649     0.1289    0.02102        369        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05642     0.1289    0.02106        483        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05646      0.127    0.02127        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05673     0.1231    0.02152        332        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     44/399      2.34G    0.05704     0.1245    0.02149        464        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.599      0.383      0.297      0.114\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05744     0.1221    0.01912        499        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05388     0.1118    0.02009        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05293     0.1152    0.02032        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05268     0.1248    0.02011        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05388     0.1271    0.02023        550        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05433     0.1257    0.02049        461        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G     0.0545     0.1292    0.02041        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05633     0.1286    0.02046        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     45/399      2.34G    0.05756     0.1257    0.02023        376        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.504       0.41      0.231     0.0934\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.07046     0.1512    0.02042        593        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06841     0.1425    0.02047        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06702     0.1413    0.01964        428        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06706     0.1425    0.01982        555        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06425     0.1374     0.0199        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06243     0.1327    0.02012        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06137     0.1314     0.0202        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.06051     0.1351    0.02003        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     46/399      2.34G    0.05994     0.1357    0.02006        539        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.685      0.411      0.404      0.194\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05292     0.1177     0.0191        367        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.04995      0.104    0.02003        292        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05049     0.1158    0.02012        532        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05095     0.1153    0.02024        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05119     0.1216    0.01978        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05156     0.1234    0.01987        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05128     0.1207    0.01988        334        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05386     0.1219    0.01977        525        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     47/399      2.34G    0.05545     0.1202    0.01983        341        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.557      0.425      0.292      0.143\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06688     0.1171    0.01942        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06824     0.1228    0.02002        498        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06731     0.1204    0.02004        351        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06773     0.1184    0.01961        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06568     0.1185    0.01988        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06424      0.127    0.01977        657        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06278     0.1273    0.01967        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06169     0.1239    0.01954        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     48/399      2.34G    0.06118     0.1253    0.01953        584        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.679       0.39      0.391      0.193\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.04988     0.1233    0.02008        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05145     0.1187    0.01954        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05342     0.1168    0.02027        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05332     0.1171    0.02003        456        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05396     0.1197    0.01998        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05399     0.1155    0.02024        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05465     0.1193    0.02022        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05701     0.1212    0.02023        489        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     49/399      2.34G    0.05846     0.1202    0.02007        349        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.54      0.419       0.29      0.138\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06675    0.07822    0.01897        236        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06852     0.1088    0.01946        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06855     0.1052    0.01886        321        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06894     0.1105    0.01948        477        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06518     0.1174    0.01938        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06316     0.1185     0.0195        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.06071     0.1192    0.01944        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.05964      0.122    0.01962        493        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     50/399      2.34G    0.05848     0.1213    0.01981        416        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.669      0.399      0.395      0.205\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G     0.0512     0.1119    0.02111        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.04963    0.09933    0.02141        306        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05154      0.101    0.02083        401        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05011     0.1001    0.02074        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.04978     0.1064    0.02089        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05041     0.1184    0.02082        633        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05041     0.1233    0.02086        577        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05223      0.123    0.02052        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     51/399      2.34G    0.05371     0.1245    0.02026        503        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.584      0.448      0.333      0.172\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.06463     0.1419    0.01917        535        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.06424     0.1283    0.01913        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.06415     0.1226    0.01944        373        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.06417     0.1299    0.01948        638        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.06119     0.1243    0.01931        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.05983     0.1249    0.01947        451        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.05833     0.1195    0.01918        302        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G    0.05743     0.1215    0.01905        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     52/399      2.34G     0.0566     0.1203    0.01879        379        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.646      0.432      0.404      0.208\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05459     0.1297    0.01816        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05156     0.1157     0.0184        349        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05055     0.1203    0.01842        501        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G     0.0502     0.1133    0.01886        360        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05114     0.1123    0.01918        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05134     0.1112    0.01946        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05123     0.1122    0.01943        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05371      0.114    0.01941        489        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     53/399      2.34G    0.05596     0.1175    0.01948        581        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.608      0.402      0.332      0.157\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.07041     0.1123     0.0164        359        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.07059     0.1044    0.01701        314        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.06963     0.0992     0.0185        282        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.07009    0.09919    0.01896        336        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G     0.0673     0.1121    0.01901        570        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.06549     0.1184    0.01883        533        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.06397     0.1192    0.01882        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.06255     0.1194    0.01872        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     54/399      2.34G    0.06177     0.1214    0.01893        524        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.703      0.386      0.389      0.194\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04928     0.1062    0.01895        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04824    0.09442    0.01932        271        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04801    0.09767    0.01877        342        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04814     0.1077     0.0188        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04844     0.1119    0.01926        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04849     0.1165    0.01893        493        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.04917     0.1203    0.01886        556        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.05041     0.1205    0.01884        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     55/399      2.34G    0.05168     0.1198    0.01889        464        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.624      0.404      0.357      0.198\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05824     0.1287     0.0174        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05757     0.1162    0.01823        404        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05718     0.1165      0.019        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05738     0.1237    0.01854        539        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05787     0.1263     0.0188        617        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G     0.0573     0.1266    0.01887        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05732     0.1231    0.01881        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05717     0.1218    0.01878        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     56/399      2.34G    0.05675     0.1238    0.01871        499        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.634      0.383      0.353      0.198\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.06039      0.107     0.0189        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05832     0.1236     0.0192        579        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05678     0.1165    0.01959        358        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05597      0.114    0.01889        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05526     0.1095    0.01929        353        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05504     0.1077    0.01913        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05509     0.1091    0.01925        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G    0.05591     0.1114    0.01918        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     57/399      2.34G     0.0568     0.1091    0.01899        372        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.64      0.375      0.332      0.173\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.06371     0.1232    0.01767        483        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.06431     0.1279    0.01891        558        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.06251     0.1136    0.01863        283        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.06102     0.1073    0.01879        308        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.05986      0.107    0.01878        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.05833     0.1071    0.01841        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.05797     0.1148    0.01834        659        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.05667     0.1152    0.01835        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     58/399      2.34G    0.05659     0.1146    0.01829        460        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.718      0.348      0.399       0.22\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.05147     0.1206    0.01888        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.05128     0.1233    0.01882        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.05041     0.1235    0.01838        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.04949      0.123    0.01821        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.04958     0.1212    0.01795        413        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.04961     0.1251    0.01787        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.04982     0.1236     0.0178        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.05071     0.1208    0.01775        367        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     59/399      2.34G    0.05125     0.1233    0.01774        509        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.587       0.37      0.321      0.167\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05679     0.1126    0.01888        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05816    0.09488    0.01968        276        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05824    0.09808    0.01897        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05797     0.1077     0.0186        499        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05655       0.11    0.01842        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05494     0.1103    0.01791        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G     0.0545     0.1083    0.01798        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05345     0.1076    0.01795        357        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     60/399      2.34G    0.05337     0.1112    0.01775        581        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.729      0.401      0.455      0.249\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04657     0.1203    0.01603        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04847     0.1224     0.0166        531        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04768     0.1022    0.01855        217        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04815     0.1071    0.01826        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04776      0.104    0.01798        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04804     0.1071    0.01792        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04882      0.112    0.01762        585        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.04996      0.111    0.01777        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     61/399      2.34G    0.05096     0.1143    0.01765        541        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.71      0.335      0.367      0.205\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05815    0.07341    0.01721        312        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05832    0.08447    0.01604        316        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05899    0.09651    0.01664        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05878    0.09827    0.01648        380        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05756     0.1048    0.01663        531        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05667     0.1128    0.01643        643        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05578     0.1171    0.01642        574        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05505     0.1143    0.01644        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     62/399      2.34G    0.05402     0.1126    0.01638        345        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.717      0.388      0.432      0.251\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04754     0.1346    0.01631        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04717     0.1181    0.01572        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04708     0.1231    0.01622        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04799     0.1309     0.0167        572        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04753      0.125    0.01691        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04818     0.1219    0.01712        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04775     0.1212    0.01713        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.04884     0.1192    0.01703        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     63/399      2.34G    0.05011     0.1228    0.01708        570        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.629      0.464      0.388      0.185\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G     0.0584     0.1196    0.01791        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05648     0.1206    0.01769        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05675      0.124    0.01713        517        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05684     0.1232    0.01745        411        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05519     0.1263    0.01714        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05448      0.126    0.01729        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05437     0.1243    0.01785        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05358     0.1206    0.01774        344        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     64/399      2.34G    0.05314     0.1177    0.01748        373        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.729      0.424      0.467      0.258\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04957     0.1115    0.01729        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G     0.0485     0.1342    0.01642        615        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04905     0.1264    0.01753        396        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04971     0.1272    0.01788        567        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04994     0.1232    0.01757        454        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04963     0.1246    0.01761        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.04958     0.1194    0.01735        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.05121     0.1234    0.01711        629        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     65/399      2.34G    0.05237     0.1241    0.01714        491        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.78      0.341      0.377      0.185\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05505    0.09272    0.01728        330        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G     0.0567     0.1055    0.01665        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05779     0.1087    0.01636        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05831     0.1088    0.01658        346        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G     0.0567     0.1184     0.0166        618        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05578      0.119    0.01688        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05454     0.1139    0.01681        268        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05403     0.1151    0.01683        496        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     66/399      2.34G    0.05384     0.1156    0.01669        498        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.782       0.32      0.386      0.202\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.05203    0.09095    0.01935        378        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.05083    0.09754    0.01813        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.05042     0.1122    0.01799        581        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.04967     0.1093    0.01774        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.04824     0.1037    0.01775        287        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.04749     0.1029    0.01792        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.04699     0.1024    0.01773        337        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.04871     0.1035    0.01734        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     67/399      2.34G    0.05012     0.1061    0.01717        501        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.583      0.313      0.251      0.135\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05889     0.0905    0.01721        332        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05956    0.09974    0.01772        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G     0.0588     0.1051    0.01723        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05925     0.1092    0.01679        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05774     0.1066    0.01709        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05702     0.1086    0.01697        464        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05714     0.1119    0.01694        577        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05677     0.1095    0.01711        368        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     68/399      2.34G    0.05648     0.1082    0.01699        398        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.673      0.294      0.311      0.162\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05113    0.09094    0.01628        336        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05179     0.0967    0.01672        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G     0.0506    0.09255    0.01632        269        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G     0.0509     0.1033    0.01608        502        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05179     0.1089    0.01608        546        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05087     0.1069     0.0161        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G     0.0508     0.1063    0.01633        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05107     0.1066    0.01623        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     69/399      2.34G    0.05149     0.1093    0.01628        495        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.753      0.381      0.433       0.23\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.04995     0.1155    0.01515        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.04992     0.1204    0.01461        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05197     0.1337    0.01572        702        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05189     0.1278    0.01594        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05146     0.1274    0.01605        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05075      0.123    0.01592        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05077     0.1239    0.01574        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05058     0.1239    0.01596        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     70/399      2.34G    0.05056     0.1246    0.01596        493        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.785      0.392      0.453      0.215\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04409    0.08179    0.01702        299        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04786     0.1227    0.01683        642        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G     0.0489     0.1236    0.01734        515        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04933     0.1205    0.01748        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G     0.0492     0.1223     0.0167        515        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04856     0.1203    0.01618        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04891     0.1221    0.01616        536        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04935     0.1196    0.01625        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     71/399      2.34G    0.04986     0.1235    0.01626        503        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.668      0.403      0.394      0.207\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05461     0.1446    0.01747        574        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05407     0.1272    0.01605        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05432     0.1329    0.01583        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05432     0.1318    0.01575        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05234     0.1305    0.01565        460        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05109     0.1268    0.01594        407        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05117     0.1341    0.01602        768        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.05021     0.1272    0.01618        268        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     72/399      2.34G    0.04959     0.1249    0.01626        411        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.808      0.429      0.517      0.297\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.05026     0.1238    0.01765        540        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04815     0.1225    0.01688        570        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G     0.0482     0.1149    0.01684        461        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04729     0.1098     0.0164        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04708     0.1152    0.01663        632        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04699     0.1145    0.01664        494        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04746     0.1166    0.01673        596        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.04923     0.1179    0.01646        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     73/399      2.34G    0.05058     0.1191    0.01649        532        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.737      0.409      0.409      0.198\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05723    0.09868    0.01589        368        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05816     0.1106    0.01618        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05757     0.1093    0.01579        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05842     0.1152    0.01552        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G     0.0565     0.1144    0.01519        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05581     0.1125    0.01537        428        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G     0.0555     0.1146    0.01538        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G    0.05475     0.1145    0.01555        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     74/399      2.34G      0.054     0.1151    0.01553        451        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.791      0.366       0.46      0.242\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.05205     0.1308    0.01676        560        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.05005     0.1277    0.01547        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04926     0.1229     0.0154        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04785     0.1169    0.01533        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04703     0.1161    0.01543        413        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04655     0.1115    0.01565        360        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04587     0.1066    0.01544        290        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04783     0.1061    0.01543        330        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     75/399      2.34G    0.04958     0.1077    0.01553        554        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.593      0.424      0.308      0.142\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.06144     0.1308    0.01747        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.06151      0.124    0.01655        456        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.06145      0.121    0.01596        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.06151     0.1283    0.01552        578        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.05912     0.1257    0.01528        454        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.05719     0.1212    0.01529        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.05612     0.1169    0.01546        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.05519     0.1167    0.01545        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     76/399      2.34G    0.05431     0.1141    0.01541        359        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.79       0.36      0.471       0.25\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04619     0.1199    0.01675        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04594     0.1163    0.01606        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04591     0.1034    0.01577        272        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04665     0.1045    0.01551        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04652     0.1066    0.01554        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04631     0.1059    0.01527        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04555     0.1064    0.01499        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04664     0.1048    0.01514        315        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     77/399      2.34G    0.04726     0.1056    0.01524        427        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.664      0.375      0.366        0.2\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05662     0.1121    0.01558        415        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05238    0.09281    0.01555        213        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05343     0.1084    0.01573        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05378     0.1128    0.01533        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05236     0.1153    0.01496        494        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05181      0.118    0.01519        544        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05086     0.1162    0.01518        396        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.04994     0.1171    0.01505        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     78/399      2.34G    0.05037     0.1156    0.01511        447        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.744      0.432      0.487      0.248\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.05097     0.1004    0.01568        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04594    0.09506    0.01488        359        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04679     0.1173    0.01472        661        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G     0.0472     0.1208    0.01482        552        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04652      0.116     0.0146        339        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04714     0.1211    0.01465        629        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04722     0.1206    0.01475        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04716     0.1174    0.01476        318        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     79/399      2.34G    0.04799     0.1189    0.01467        457        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.738      0.402      0.453      0.241\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05179     0.1099    0.01495        404        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05135     0.1144     0.0148        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05143     0.1159    0.01454        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05169     0.1205    0.01452        583        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05149     0.1232    0.01436        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05059     0.1151     0.0146        291        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05014     0.1117    0.01444        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G    0.05019     0.1111    0.01421        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     80/399      2.34G     0.0503     0.1097     0.0143        408        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.823      0.448      0.541      0.299\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04479     0.1138    0.01377        440        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04245     0.1064    0.01417        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04298     0.1085    0.01458        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04285     0.1005    0.01411        282        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04339     0.1041    0.01412        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04411      0.104    0.01435        456        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04457      0.105    0.01414        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04613     0.1045     0.0141        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     81/399      2.34G    0.04758     0.1062    0.01405        467        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.742      0.373      0.406      0.211\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05759     0.0972    0.01554        358        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05739     0.1022    0.01493        440        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05768     0.1052    0.01497        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05678     0.1036    0.01491        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05521     0.1079    0.01473        489        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05466      0.109    0.01477        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05427     0.1098    0.01472        482        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05376     0.1077    0.01491        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     82/399      2.34G    0.05332     0.1082    0.01479        458        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.802      0.388      0.494      0.263\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.05135     0.1213     0.0144        503        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04746     0.1244    0.01394        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04714     0.1164    0.01396        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04731     0.1181    0.01376        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04723     0.1216    0.01392        523        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04757     0.1206     0.0139        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G     0.0476     0.1211    0.01391        554        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G     0.0488     0.1188    0.01376        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     83/399      2.34G    0.04994     0.1163     0.0139        379        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.676      0.438      0.417      0.221\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05897     0.1173    0.01259        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05962     0.1164    0.01361        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.06079     0.1221    0.01457        662        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.06036     0.1401    0.01446        778        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05763     0.1355    0.01462        516        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05608     0.1301    0.01492        404        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05458     0.1241    0.01484        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05351     0.1247    0.01481        517        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     84/399      2.34G    0.05218     0.1196    0.01475        276        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.784      0.464      0.526      0.308\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04825     0.1038    0.01547        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04528     0.0947    0.01414        351        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04489      0.101    0.01419        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04511     0.1086    0.01437        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04625     0.1128    0.01425        569        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04642     0.1119    0.01425        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G    0.04615     0.1122    0.01429        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G     0.0469     0.1108    0.01418        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     85/399      2.34G     0.0471     0.1095    0.01419        349        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.72      0.393      0.418      0.228\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05186     0.1129    0.01641        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05225     0.1214     0.0146        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05242     0.1299    0.01504        665        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05262     0.1196    0.01632        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05186      0.118    0.01577        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05149     0.1197    0.01551        507        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05122     0.1153    0.01527        349        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05119     0.1157    0.01522        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     86/399      2.34G    0.05109      0.114    0.01541        434        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.827      0.449      0.532      0.304\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.05004     0.0969    0.01311        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04727    0.09834    0.01311        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G     0.0468      0.114    0.01321        589        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04604     0.1141    0.01321        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04617     0.1218    0.01323        626        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04688     0.1176    0.01367        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04643     0.1141    0.01386        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04718     0.1125    0.01368        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     87/399      2.34G    0.04816     0.1128    0.01355        507        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.628      0.426      0.392      0.206\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05426     0.1087    0.01528        445        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05419     0.1211    0.01453        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05414     0.1155     0.0136        380        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05445     0.1107    0.01356        369        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05326     0.1097    0.01366        479        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05148     0.1074    0.01347        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05052     0.1046    0.01343        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.05031     0.1097    0.01353        585        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     88/399      2.34G    0.04949     0.1087    0.01358        404        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.838      0.408      0.513      0.287\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.05241     0.1258    0.01547        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04863     0.1086     0.0156        355        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04697     0.1102    0.01497        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04559     0.1073    0.01479        357        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04555     0.1078    0.01443        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04517     0.1083    0.01427        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04444     0.1072    0.01431        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04621     0.1079    0.01437        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     89/399      2.34G    0.04718     0.1067    0.01437        365        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.773      0.431      0.493      0.244\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05758      0.109    0.01337        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05466    0.09557     0.0135        313        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05399    0.08979    0.01324        305        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05523    0.09069    0.01367        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05403    0.09339    0.01365        397        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G     0.0539     0.1009    0.01375        633        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05307     0.1031    0.01376        479        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05248     0.1043    0.01388        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     90/399      2.34G    0.05189     0.1021    0.01402        335        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.745      0.398      0.434      0.254\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04714    0.08578    0.01235        344        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04683     0.0993    0.01253        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04565    0.09578    0.01289        324        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04618    0.09799    0.01301        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04655    0.09887    0.01321        415        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04683    0.09864     0.0131        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04713     0.1019    0.01322        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04785      0.101    0.01301        354        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     91/399      2.34G    0.04934     0.1036    0.01302        576        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.804      0.455      0.524      0.248\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05447     0.1125    0.01366        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05247     0.1186    0.01354        445        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05338     0.1187    0.01341        498        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05442     0.1143    0.01313        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05355      0.116    0.01347        445        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05316     0.1194    0.01366        540        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05185     0.1118    0.01369        256        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05113     0.1126    0.01326        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     92/399      2.34G    0.05097     0.1119     0.0132        428        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.759      0.494      0.534      0.293\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.05042      0.123    0.01262        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04885     0.1175    0.01268        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04811     0.1128    0.01331        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04915     0.1186    0.01376        666        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04855     0.1146    0.01353        422        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04824     0.1149    0.01314        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04854     0.1149    0.01321        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04859     0.1124    0.01306        327        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     93/399      2.34G    0.04836     0.1097    0.01293        319        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.802      0.387      0.493      0.268\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04905     0.1209    0.01332        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G     0.0482     0.1107    0.01361        384        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04934     0.1135    0.01302        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G     0.0513     0.1209    0.01286        655        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04982     0.1164    0.01306        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04955     0.1223    0.01323        765        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04837     0.1156    0.01288        334        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04796     0.1153    0.01303        565        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     94/399      2.34G    0.04798     0.1163    0.01303        496        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.852      0.429      0.545      0.318\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04397     0.1167    0.01276        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04148     0.1004    0.01211        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04174     0.1143    0.01232        630        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04141     0.1112    0.01233        440        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04151     0.1128    0.01294        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04151     0.1102     0.0129        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04163     0.1106    0.01303        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04367     0.1121    0.01315        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     95/399      2.34G    0.04455     0.1122    0.01326        413        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.767      0.366       0.44      0.236\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05212     0.1047    0.01151        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05221     0.1133    0.01266        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05265     0.1114    0.01264        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G     0.0534      0.114    0.01284        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05223      0.116    0.01284        487        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05117     0.1125    0.01293        408        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G     0.0507     0.1168    0.01291        615        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G    0.05057     0.1178     0.0127        561        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     96/399      2.34G     0.0499     0.1175    0.01283        442        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.774      0.406      0.478       0.29\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04351     0.1342    0.01288        583        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04224     0.1217    0.01291        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04399     0.1216    0.01269        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04502     0.1253    0.01285        612        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04435      0.118    0.01259        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04447     0.1141    0.01242        393        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04444     0.1141    0.01257        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04515     0.1152     0.0127        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     97/399      2.34G    0.04527     0.1109    0.01271        323        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.837      0.474      0.548      0.313\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04604    0.09534    0.01299        339        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04693     0.1042    0.01275        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04627     0.1002    0.01263        342        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04695     0.1003    0.01286        413        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04694     0.1005    0.01269        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04677     0.1042    0.01245        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04599    0.09995    0.01245        294        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04647     0.1043    0.01256        688        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     98/399      2.34G    0.04615     0.1021    0.01268        334        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.846      0.463      0.562      0.329\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04812     0.1084    0.01275        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04673    0.09775    0.01366        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04678     0.1007    0.01339        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04767     0.1115     0.0134        682        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04681     0.1105    0.01305        460        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04619     0.1069    0.01282        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04626      0.106    0.01265        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04757     0.1058    0.01241        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "     99/399      2.34G    0.04756     0.1018    0.01214        260        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.77      0.448      0.506      0.293\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05937     0.1398    0.01269        629        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05837     0.1296     0.0111        579        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05914     0.1272     0.0119        602        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05778     0.1216    0.01221        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05516     0.1186    0.01205        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G     0.0531     0.1155    0.01176        383        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05239     0.1146    0.01222        523        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G     0.0514     0.1167    0.01204        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    100/399      2.34G    0.05063     0.1157    0.01217        396        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.858      0.485      0.565      0.328\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04591    0.09537    0.01163        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04362    0.08822    0.01103        280        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04304    0.08613    0.01179        341        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04399    0.09428    0.01182        516        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04428     0.1063    0.01229        635        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04466     0.1108    0.01193        577        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04471     0.1126    0.01188        549        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04514     0.1109    0.01184        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    101/399      2.34G    0.04593      0.114    0.01198        632        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.704      0.457      0.459      0.255\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.05263     0.1116    0.01157        503        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.05009     0.1001     0.0109        360        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04914    0.09889    0.01117        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04945     0.1072    0.01137        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04891     0.1087    0.01142        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04892     0.1132    0.01139        551        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04926     0.1136    0.01151        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G    0.04907     0.1125    0.01152        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    102/399      2.34G     0.0493     0.1156    0.01169        578        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.836      0.354      0.493      0.284\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04898     0.1162    0.01154        505        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G     0.0483     0.1261    0.01272        553        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04827     0.1174    0.01328        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04826      0.116    0.01331        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04719     0.1102    0.01274        333        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04682     0.1085    0.01256        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04673     0.1083    0.01275        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04711     0.1051    0.01265        330        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    103/399      2.34G    0.04819     0.1096    0.01267        710        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.792      0.434      0.532      0.286\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.04699    0.07575    0.01232        274        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G     0.0476    0.06995    0.01228        222        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.04851    0.07937    0.01172        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.05059    0.08425    0.01182        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.04888    0.09077    0.01212        510        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.04814     0.0927    0.01226        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G      0.047    0.09569    0.01239        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G     0.0467    0.09867     0.0123        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    104/399      2.34G    0.04606    0.09956    0.01231        470        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.851       0.47      0.566      0.343\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.03742    0.08892    0.01002        346        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.03764    0.07889    0.01191        292        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.03882     0.0863    0.01129        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.03968    0.09228    0.01157        558        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.04093    0.09865     0.0119        613        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G     0.0406    0.09962    0.01191        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.04118     0.1025    0.01192        607        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G    0.04237     0.1024    0.01196        386        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    105/399      2.34G     0.0438     0.1032    0.01192        451        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.804      0.472      0.536       0.29\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05145     0.0874    0.01191        318        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05394     0.1029    0.01167        515        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05424     0.1026    0.01187        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05392     0.1014    0.01252        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05234     0.1057    0.01303        561        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05096      0.108    0.01292        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.05019     0.1119    0.01281        582        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.04991     0.1117     0.0126        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    106/399      2.34G    0.04955     0.1132    0.01261        598        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.77      0.476      0.526      0.309\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04595     0.1215    0.01211        552        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04214     0.1023    0.01157        319        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04324     0.1173    0.01206        679        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G     0.0435     0.1186    0.01267        634        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04356     0.1209    0.01261        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04308     0.1165    0.01272        386        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04222     0.1106    0.01255        272        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04371     0.1107    0.01262        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    107/399      2.34G    0.04465     0.1109    0.01268        435        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.636      0.412      0.388      0.202\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.05348     0.1141    0.01232        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.05165     0.1133    0.01204        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.05271     0.1199    0.01227        657        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.05194      0.118    0.01185        395        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.04994     0.1115    0.01184        321        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.04886     0.1088    0.01164        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.04812     0.1071    0.01157        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.04713      0.104    0.01149        304        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    108/399      2.34G    0.04698      0.105     0.0115        497        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.853      0.469       0.56      0.319\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G     0.0457    0.08537    0.01205        348        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04355     0.0893    0.01177        335        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04422    0.09533    0.01151        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04374     0.1023    0.01203        499        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04429     0.1015    0.01205        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04452     0.1081    0.01206        606        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04397     0.1091    0.01218        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04394     0.1072    0.01208        351        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    109/399      2.34G    0.04406     0.1086    0.01192        497        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.83      0.468      0.561      0.324\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.05213     0.1312    0.01257        639        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.05063     0.1302     0.0119        592        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G     0.0505     0.1352    0.01225        671        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04889     0.1276    0.01144        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04866     0.1232    0.01182        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04839     0.1208     0.0118        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04803     0.1209    0.01195        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04781     0.1177    0.01196        429        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    110/399      2.34G    0.04757     0.1188    0.01188        538        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.832       0.44      0.563      0.326\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04586     0.1007     0.0118        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04391    0.09864    0.01228        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04427     0.1008    0.01244        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04442     0.1025    0.01223        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04351     0.1023     0.0119        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G     0.0432     0.1022    0.01171        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04347     0.1017    0.01171        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04538     0.1051    0.01173        572        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    111/399      2.34G    0.04648     0.1044    0.01169        393        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.767      0.491      0.528      0.307\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05768     0.1248     0.0125        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05895     0.1289     0.0128        654        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05773     0.1199     0.0116        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05687     0.1193    0.01163        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05324     0.1083    0.01114        239        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G     0.0513     0.1035    0.01102        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.05048      0.109    0.01097        631        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.04954     0.1076    0.01108        483        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    112/399      2.34G    0.04899     0.1086    0.01109        500        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.863      0.473      0.569      0.313\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.03722    0.07007    0.01226        256        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04076    0.08091    0.01254        380        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G     0.0418    0.09958    0.01234        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04156    0.09111    0.01273        275        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G     0.0421    0.09437    0.01256        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04104    0.09476    0.01221        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04134    0.09705    0.01223        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04253    0.09734    0.01204        382        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    113/399      2.34G    0.04349     0.0993    0.01186        474        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.817      0.476      0.542      0.297\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04996     0.0852   0.009887        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.05105      0.102    0.01162        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04985     0.1003     0.0111        399        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G     0.0504     0.1059    0.01146        507        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04907     0.1056    0.01179        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04768     0.1032    0.01169        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04724     0.1031    0.01147        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04679     0.1024    0.01147        410        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    114/399      2.34G    0.04675     0.1042    0.01169        550        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.922      0.428      0.569      0.332\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.03924    0.07732   0.009048        271        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04083     0.1038   0.009623        561        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04065    0.09611   0.009779        291        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04187    0.09583    0.01006        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04163    0.09823     0.0102        382        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04255     0.1003    0.01063        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04289     0.1032    0.01062        538        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04422     0.1062    0.01089        576        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    115/399      2.34G    0.04546     0.1068    0.01114        500        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.802      0.497      0.561      0.326\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.05305    0.08225    0.01024        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.05123     0.0947   0.009866        368        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.05153     0.1099     0.0102        572        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.05214     0.1102    0.01076        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.05009     0.1104    0.01083        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.04898     0.1112    0.01085        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.04776     0.1102    0.01079        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.04721     0.1067    0.01099        386        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    116/399      2.34G    0.04672     0.1047    0.01114        413        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.899      0.459      0.581      0.337\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04505      0.111    0.01236        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04228     0.1021    0.01121        373        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04345     0.1089    0.01136        607        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04329     0.1052    0.01098        358        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04288     0.1008    0.01073        382        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04224    0.09637    0.01102        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G     0.0417    0.09488    0.01093        325        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04319     0.0988    0.01076        550        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    117/399      2.34G    0.04454    0.09922     0.0108        386        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.815      0.449      0.541      0.295\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05526    0.08668    0.01164        369        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05562    0.09971    0.01178        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05652     0.1053    0.01155        507        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G     0.0556     0.1054    0.01114        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05296     0.1062     0.0114        487        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05094     0.1063    0.01121        493        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.05003     0.1061    0.01128        501        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G    0.04943     0.1069    0.01134        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    118/399      2.34G     0.0481     0.1048    0.01145        352        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.887      0.468      0.578      0.344\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04285     0.0994    0.01126        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04268     0.1103    0.01105        568        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04303     0.1067    0.01148        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G     0.0437     0.1084    0.01157        530        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04396     0.1112     0.0112        548        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04419     0.1159    0.01136        635        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04438     0.1175    0.01111        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04531     0.1213    0.01118        674        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    119/399      2.34G    0.04574     0.1212    0.01118        473        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.856      0.478      0.566       0.32\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G     0.0521     0.1171    0.01025        527        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.05064    0.09926    0.01076        318        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.05036     0.1057    0.01116        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.05031    0.09898    0.01056        308        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.04949    0.09998    0.01076        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.04871     0.1039    0.01092        581        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G     0.0481     0.1031     0.0108        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.04783     0.1054    0.01082        574        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    120/399      2.34G    0.04704     0.1013    0.01101        262        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.865      0.501      0.586      0.345\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04243    0.08777    0.01027        377        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04515     0.1099    0.01168        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04469     0.0991    0.01141        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04398     0.1019    0.01123        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04294    0.09663    0.01082        301        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04255     0.0978    0.01094        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04222     0.0994    0.01065        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04381    0.09979     0.0107        464        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    121/399      2.34G    0.04482      0.102    0.01052        428        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.754      0.482      0.507      0.292\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05529     0.1197    0.01221        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05413     0.1076     0.0118        412        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05404     0.1108    0.01137        475        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05418     0.1212    0.01094        582        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05213     0.1143    0.01115        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05088     0.1156    0.01096        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.05026     0.1109    0.01085        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.04999     0.1159    0.01094        708        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    122/399      2.34G    0.04934      0.116    0.01098        482        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.952      0.414      0.568      0.318\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04418     0.1119    0.01084        441        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04661     0.1268    0.01124        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G     0.0465     0.1197    0.01091        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04663     0.1166     0.0111        489        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04623     0.1164    0.01117        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04535     0.1121    0.01115        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04497     0.1134    0.01112        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04531     0.1143      0.011        540        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    123/399      2.34G    0.04581     0.1137    0.01108        493        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.822      0.476      0.546      0.326\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04642     0.1103    0.01047        496        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04567     0.1158    0.01027        580        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04615     0.1114    0.01033        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04459    0.09766    0.00974        180        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04448    0.09468    0.01011        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04414    0.09031     0.0103        253        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04449    0.09488    0.01029        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G     0.0447    0.09757    0.01018        499        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    124/399      2.34G    0.04475    0.09862    0.01048        481        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.89      0.446      0.585      0.344\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G     0.0488     0.1364    0.01311        629        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04578     0.1158    0.01115        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04541     0.1142    0.01104        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04521     0.1121     0.0109        486        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04451     0.1104    0.01097        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04429       0.11    0.01091        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04423     0.1072    0.01102        382        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04451     0.1093    0.01094        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    125/399      2.34G    0.04482     0.1068    0.01097        373        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.82      0.506      0.584      0.353\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04708     0.1041    0.01172        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04682    0.09658    0.01117        385        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04667     0.0921     0.0115        361        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04522    0.08517    0.01099        243        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04505    0.08742    0.01102        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04476    0.09496    0.01123        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04472    0.09763     0.0112        538        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04472    0.09809    0.01106        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    126/399      2.34G    0.04428    0.09768    0.01098        369        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.827      0.517      0.588      0.345\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G     0.0392    0.06525    0.01309        261        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04241    0.07958    0.01207        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04375    0.09814    0.01214        640        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G     0.0437     0.1007     0.0123        488        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G     0.0434     0.1041    0.01194        484        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04317     0.1053    0.01213        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04233     0.1039    0.01172        395        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04366     0.1093    0.01162        631        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    127/399      2.34G    0.04462     0.1097     0.0116        495        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.843      0.485      0.558      0.321\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.05492     0.1266    0.01186        527        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.05348     0.1087    0.01119        369        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.05314     0.1106    0.01063        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.05327     0.1121    0.01046        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.05129     0.1162     0.0103        579        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G     0.0489     0.1157    0.01021        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.04803     0.1134    0.01029        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.04724     0.1117     0.0104        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    128/399      2.34G    0.04643     0.1127    0.01059        548        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.905      0.475      0.589      0.364\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.03742    0.09873   0.009985        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.03779    0.08261     0.0109        335        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G     0.0387    0.09581    0.01118        554        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.03809    0.09496    0.01115        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G     0.0382    0.09836    0.01138        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.03909    0.09977    0.01168        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.03853    0.09955     0.0113        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.04067     0.1037     0.0113        641        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    129/399      2.34G    0.04139     0.1047    0.01124        468        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.86      0.491      0.565      0.344\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.05287     0.1313    0.01069        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.05095     0.1135    0.01012        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04925    0.09819    0.01086        280        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.05032     0.1054    0.01059        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04875     0.1119    0.01048        644        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04815     0.1106    0.01042        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04702      0.105    0.01057        314        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04676     0.1061     0.0107        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    130/399      2.34G    0.04597     0.1038    0.01076        393        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.877      0.478      0.581       0.36\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04194    0.08812   0.009473        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04189    0.09339    0.00973        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04083    0.09197    0.01125        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04047    0.09453    0.01071        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04033    0.09545    0.01033        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04073    0.09873    0.01037        548        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04105    0.09756    0.01038        428        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04215    0.09783    0.01071        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    131/399      2.34G    0.04229    0.09702    0.01055        339        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.802      0.456      0.519      0.292\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04855     0.1004    0.00859        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04914        0.1   0.009217        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04907     0.1083   0.009577        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04928     0.1116    0.01062        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04816      0.112      0.011        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04707     0.1119    0.01103        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04629     0.1105    0.01119        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G    0.04606     0.1111    0.01127        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    132/399      2.34G     0.0456     0.1077    0.01141        361        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.888      0.463      0.582      0.368\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04271     0.1106    0.01133        536        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04083    0.09735    0.01098        363        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G     0.0425    0.09906    0.01184        532        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04299    0.09792    0.01183        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04251    0.09816    0.01126        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04339     0.1051    0.01117        684        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04265     0.1027    0.01083        361        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04299        0.1    0.01052        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    133/399      2.34G    0.04248    0.09826    0.01031        337        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.849       0.48      0.573      0.356\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04639     0.1127    0.01004        493        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G     0.0481     0.1069   0.009876        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04902     0.1146    0.01047        593        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04801     0.1072    0.01007        378        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04761     0.1077    0.01053        561        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04767     0.1146    0.01061        772        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04674     0.1116    0.01049        397        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04649     0.1056    0.01042        248        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    134/399      2.34G    0.04566     0.1046    0.01045        392        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.882      0.493      0.584      0.368\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.03718    0.07714    0.00978        340        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.03895    0.08782   0.009406        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04024    0.08664   0.009941        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04028    0.08983   0.009757        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04056     0.0923   0.009548        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04067    0.09424   0.009942        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04139    0.09635    0.00983        552        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04253    0.09951    0.01019        530        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    135/399      2.34G    0.04349     0.1005     0.0102        454        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.919      0.454      0.588      0.335\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.05165     0.1165    0.01199        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G     0.0514     0.1139    0.01135        479        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04978     0.1094    0.01128        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04945     0.1062    0.01084        347        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04772     0.1071    0.01071        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04634     0.1046     0.0109        432        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04597     0.1016    0.01072        361        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04552     0.1024    0.01077        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    136/399      2.34G    0.04539     0.1029    0.01042        494        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.906      0.493      0.597       0.38\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.03728     0.0731    0.01085        295        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.03805    0.07807    0.01047        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.03833    0.08449   0.009937        407        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.03956    0.08499    0.01039        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.04024    0.09023    0.01059        518        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.04054    0.09435    0.01071        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.04093    0.09605    0.01098        503        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G    0.04141    0.09368    0.01101        351        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    137/399      2.34G     0.0418    0.09263    0.01104        313        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.919      0.479      0.593      0.352\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.05016      0.115   0.008568        519        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.05073     0.1209    0.01001        581        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.05047     0.1166    0.01049        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G     0.0498      0.117    0.01123        518        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.04724     0.1078    0.01099        314        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.04633     0.1058    0.01147        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.04472     0.1018    0.01119        323        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G     0.0444    0.09976    0.01115        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    138/399      2.34G    0.04447     0.1003    0.01122        516        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.91      0.469      0.589      0.362\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.03824    0.08709   0.009959        339        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04335    0.09867    0.01073        571        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04335     0.1041    0.01042        534        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04384     0.1125    0.01034        632        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G     0.0452     0.1195     0.0103        745        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04429     0.1186    0.01034        479        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04407     0.1136    0.01043        343        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04473     0.1136    0.01044        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    139/399      2.34G    0.04489     0.1101     0.0105        346        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.92      0.492      0.601       0.34\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.05028    0.09739   0.009962        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G     0.0493     0.1022    0.01012        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G     0.0497     0.1111    0.01014        533        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.05008     0.1138    0.01025        566        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.04832     0.1125    0.01018        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.04769     0.1093    0.01039        432        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.04685     0.1113    0.01029        605        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.04561       0.11    0.01016        424        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    140/399      2.34G    0.04548     0.1116    0.01044        592        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.916      0.471      0.595      0.371\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.04179     0.1107    0.01178        579        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.04108     0.1109    0.01086        500        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.04081     0.1062    0.01056        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.03999      0.103    0.01086        404        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.03958     0.1045    0.01058        491        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G     0.0388     0.1007    0.01015        360        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G     0.0387     0.1015   0.009973        479        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.03974     0.1054   0.009935        590        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    141/399      2.34G    0.04062      0.108   0.009994        525        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.898      0.478      0.581      0.331\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04696     0.1079    0.01013        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.05038     0.1267    0.01078        677        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04981     0.1199    0.01084        442        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04918     0.1134    0.01092        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04702     0.1091    0.01091        431        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04541     0.1034    0.01067        329        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04481     0.1038    0.01067        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04437     0.1049     0.0107        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    142/399      2.34G    0.04473     0.1102    0.01068        809        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.935       0.46      0.588      0.372\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03597    0.07525    0.00912        311        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03613    0.07775   0.009868        317        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03474    0.07613   0.009703        337        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G     0.0347    0.07358   0.009747        293        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03536    0.07829   0.009744        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03625    0.07995   0.009828        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03599     0.0837   0.009584        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03778    0.08904   0.009653        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    143/399      2.34G    0.03936    0.09319   0.009948        568        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.883      0.481      0.586      0.327\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.05148    0.09168    0.01138        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.05045    0.09028    0.01068        345        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.05037     0.1008    0.01032        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.05069     0.1076    0.01099        575        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.04722     0.1018    0.01047        322        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.04539    0.09916    0.01048        372        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G     0.0443    0.09639     0.0104        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.04388    0.09792    0.01042        533        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    144/399      2.34G    0.04348     0.0996    0.01036        586        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.908      0.497      0.595      0.376\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.04169    0.09261    0.01135        467        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03982    0.08904    0.01014        400        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03841    0.08679    0.01077        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03794     0.0869     0.0105        383        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03751    0.09051    0.01004        529        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03728    0.09396   0.009933        464        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03764    0.09577    0.01007        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03868    0.09745    0.01004        436        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    145/399      2.34G    0.03984    0.09801    0.00998        485        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.841        0.5      0.564      0.352\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.05083     0.1025    0.01165        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04808     0.1059    0.01047        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04781     0.1064   0.009997        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04764     0.1045    0.00979        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04618    0.09883   0.009984        366        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04561     0.1018   0.009753        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04477     0.1017    0.00969        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G     0.0439     0.1006   0.009586        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    146/399      2.34G    0.04384     0.1007    0.00973        499        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.865      0.499      0.597       0.37\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03962     0.0886   0.009973        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03942     0.1006   0.009144        504        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03938     0.1029   0.008979        507        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03967      0.105   0.009311        544        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03943      0.103   0.009346        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03912    0.09946   0.009561        356        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.03925     0.1004   0.009643        577        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.04028        0.1   0.009609        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    147/399      2.34G    0.04077    0.09749   0.009529        315        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.873       0.41      0.543      0.346\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04743      0.111    0.00859        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04686     0.1027   0.009964        397        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04621    0.09585    0.01083        270        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04752      0.108    0.01065        680        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G     0.0455     0.1071     0.0104        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04451     0.1108    0.01023        653        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04414     0.1163    0.01026        739        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04313     0.1141    0.01042        495        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    148/399      2.34G    0.04224     0.1109    0.01022        378        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.897      0.482      0.597      0.385\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03751     0.0879   0.009361        413        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03767     0.0898    0.01017        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03723    0.09465   0.009929        482        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G     0.0371    0.09473   0.009737        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03768    0.09935   0.009969        554        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03725    0.09326   0.009893        280        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G     0.0369    0.09202   0.009645        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G     0.0382    0.09751   0.009645        648        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    149/399      2.34G    0.03922     0.1015    0.00965        653        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.854      0.511       0.59      0.356\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G     0.0431     0.1121   0.009283        506        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04304       0.11   0.008869        424        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04344     0.1027   0.008482        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04314    0.09557   0.008535        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04318    0.09929   0.008642        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04287    0.09561   0.008586        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04162    0.09185   0.008834        292        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04173    0.09382   0.008986        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    150/399      2.34G    0.04162    0.09603   0.009177        510        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.894      0.516      0.605      0.385\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.04244    0.08947   0.008116        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.03997    0.08336   0.009156        348        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G     0.0403    0.09107   0.009092        532        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.04154        0.1   0.009699        662        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.04117     0.1009   0.009806        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.04158     0.1041     0.0102        648        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G    0.04153     0.1046    0.00991        546        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G     0.0423     0.1057   0.009884        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    151/399      2.34G     0.0424     0.1018   0.009794        265        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.885      0.489      0.591      0.364\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.05234     0.1202    0.01067        639        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G     0.0514     0.1258    0.01029        599        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04997     0.1158   0.009964        425        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G     0.0497     0.1145   0.009811        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04821     0.1144    0.01002        568        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04748     0.1164    0.01012        616        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04582     0.1109   0.009999        352        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04553     0.1138       0.01        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    152/399      2.34G    0.04465     0.1105   0.009821        348        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.893      0.488      0.607      0.375\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04016    0.09863   0.008204        475        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G     0.0408    0.09968    0.00946        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04185    0.09557    0.01024        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G     0.0412    0.09026   0.009892        324        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04092    0.08839   0.009753        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04122    0.08805    0.01018        377        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04115    0.08843    0.01013        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04141    0.08911    0.01015        416        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    153/399      2.34G    0.04225    0.09309    0.00997        581        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.859      0.496      0.576      0.357\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04723    0.09909    0.01116        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04599    0.09899   0.009748        443        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04683    0.09445   0.009828        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04759    0.09721    0.01019        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04558    0.09469    0.01002        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04561    0.09715   0.009956        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04555     0.1003    0.00992        609        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04519     0.1018   0.009872        462        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    154/399      2.34G    0.04489    0.09929   0.009765        401        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.896      0.497      0.592      0.366\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.04089    0.09999   0.009255        429        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.04034    0.08895   0.009761        345        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G     0.0407    0.08619   0.009991        389        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G     0.0396    0.08192   0.009692        260        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.03943    0.08174   0.009862        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.03987    0.08776   0.009812        574        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.04037    0.08912   0.009619        482        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.04095    0.09114   0.009492        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    155/399      2.34G    0.04148    0.09402   0.009392        525        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.89        0.5      0.577       0.35\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.05169    0.08705    0.01117        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.05014     0.1017    0.01127        605        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04732     0.0943   0.009416        305        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04704    0.09853   0.009702        506        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04586    0.09786   0.009902        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04473     0.0972   0.009737        433        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04434    0.09918    0.01018        550        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04384    0.09988    0.01009        471        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    156/399      2.34G    0.04331    0.09841   0.009944        409        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.862      0.516      0.596       0.38\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.04201     0.1231    0.00873        560        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.03965     0.1062   0.008577        399        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.03964     0.1101   0.008895        597        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.04023     0.1115   0.008961        606        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.04007     0.1088   0.008965        437        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.03953     0.1039   0.008669        384        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.03943     0.1014   0.009118        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.04021    0.09994    0.00922        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    157/399      2.34G    0.04109     0.1013   0.009488        457        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.86      0.417       0.54      0.326\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04888     0.1099   0.009269        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.05058    0.09728    0.01056        408        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.05007    0.09992   0.009929        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.05074     0.1081    0.00989        653        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04815     0.1041    0.01034        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04719     0.1054    0.01002        588        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04588     0.1027   0.009916        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04475     0.1026   0.009948        430        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    158/399      2.34G    0.04386    0.09941   0.009812        337        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.872      0.512      0.592       0.38\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03572    0.09549   0.008698        429        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03766     0.1046    0.00912        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03729     0.1078   0.009014        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03712      0.105   0.009083        461        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03739     0.1061   0.009384        540        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03764     0.1054   0.009605        435        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03758      0.104   0.009893        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G     0.0385     0.1022   0.009969        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    159/399      2.34G    0.03891    0.09994    0.00984        363        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.816      0.519      0.558      0.344\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04499     0.1204    0.01091        498        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04411     0.1108     0.0105        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04312     0.1065     0.0108        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04303     0.1042    0.01047        446        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04204     0.1014    0.01015        518        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04105    0.09842    0.01015        396        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04175     0.1006     0.0102        608        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04134    0.09985     0.0102        461        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    160/399      2.34G    0.04047    0.09786     0.0103        341        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.876      0.501      0.597      0.377\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03954    0.09431   0.008265        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G     0.0391      0.085   0.008793        345        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03911    0.09506   0.009448        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03857    0.09525   0.009134        457        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03908     0.1005    0.00937        617        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03804    0.09558   0.009308        289        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03755    0.09478   0.009205        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03838    0.09599    0.00952        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    161/399      2.34G    0.03897    0.09515    0.00935        382        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.857      0.504      0.587      0.366\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04665     0.1008   0.008433        481        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04684     0.1135   0.008976        532        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04664     0.1156   0.009227        579        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04574     0.1094    0.00947        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04422     0.1048   0.009196        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04297     0.1018   0.008809        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04238     0.1018   0.008879        512        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G     0.0419     0.0972   0.009024        322        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    162/399      2.34G    0.04176     0.1007   0.009033        684        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.877        0.5       0.59       0.39\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03404    0.07685   0.008361        318        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03693    0.08845   0.009869        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03811    0.08889   0.009314        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03717    0.08338   0.009378        299        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03708    0.08324   0.009164        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03717    0.08583   0.009275        476        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G     0.0371    0.08746   0.009097        421        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G     0.0381    0.08946   0.009062        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    163/399      2.34G    0.03942    0.09184    0.00918        486        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.884      0.502      0.586      0.378\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04871     0.1189   0.009955        546        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04674    0.09778    0.01009        303        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04698    0.09877    0.01038        434        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04735     0.1043    0.01002        511        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04424    0.09822   0.009533        316        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04372     0.1009   0.009501        602        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G     0.0426    0.09965   0.009247        415        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G     0.0429      0.101   0.009266        607        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    164/399      2.34G    0.04279     0.1066   0.009335        636        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.89      0.484       0.59      0.376\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03658     0.0853    0.01067        392        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03938     0.1023     0.0105        588        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03916    0.09588   0.009877        403        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G     0.0378    0.09506   0.009049        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03856    0.09877   0.009355        574        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03881     0.1004   0.009379        513        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G     0.0388    0.09966    0.00948        487        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.03989     0.1027   0.009328        570        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    165/399      2.34G    0.04063     0.1032   0.009377        510        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.863      0.494      0.596      0.368\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G     0.0505     0.1272   0.009594        521        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04947     0.1161   0.009717        478        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04794      0.107   0.008827        393        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04844     0.1128   0.008989        576        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G     0.0473      0.112   0.009221        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04506     0.1063   0.008799        357        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04379     0.1031    0.00866        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G     0.0433     0.1053    0.00875        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    166/399      2.34G    0.04293     0.1021   0.008708        381        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.904      0.493      0.604      0.389\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.04069     0.1124   0.007531        544        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03806    0.09605   0.008111        342        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03697    0.09009   0.009222        375        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03507    0.08203   0.008941        235        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03551    0.08705   0.009005        526        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03586    0.08725   0.009247        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03647    0.08984   0.009228        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03814    0.08968    0.00938        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    167/399      2.34G    0.03918    0.09041   0.009245        460        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.882       0.49      0.601      0.384\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04701     0.1236   0.009513        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04597     0.1154   0.008428        418        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04516    0.09805   0.008538        285        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04502     0.1043   0.008813        510        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G     0.0434     0.1022   0.008386        461        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04198    0.09836   0.008792        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04145     0.0989   0.008775        474        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04133    0.09897   0.008972        485        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    168/399      2.34G    0.04106    0.09734   0.009179        441        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.891      0.492      0.603      0.393\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.04077     0.1088   0.008277        591        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03746    0.09841   0.009421        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03729    0.09802   0.009181        468        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03787    0.09652   0.009134        449        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03843    0.09197   0.009365        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G     0.0379    0.09046   0.009069        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03867    0.09708    0.00914        751        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03921    0.09669   0.008949        391        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    169/399      2.34G    0.03963    0.09659   0.008949        382        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.886      0.475      0.595       0.36\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04328    0.07647     0.0101        306        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G     0.0451    0.09399    0.00964        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04599    0.09696   0.009911        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04532    0.09656   0.009586        402        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04394    0.09763   0.009435        447        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04281    0.09567   0.009293        365        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04175     0.0945   0.009013        432        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G    0.04133    0.09353   0.009106        399        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    170/399      2.34G     0.0412     0.0951   0.008953        489        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.892      0.499      0.602      0.387\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03714    0.06311   0.008301        297        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03906    0.07465   0.009032        463        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03977    0.08427   0.008995        530        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03906    0.08995   0.009063        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03891    0.09552   0.009342        589        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03906    0.09756   0.009593        567        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03917    0.09677   0.009529        514        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G    0.03962    0.09466   0.009732        367        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    171/399      2.34G     0.0402    0.09668   0.009676        453        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.864      0.485      0.588      0.371\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04611      0.117   0.008542        524        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04538     0.1095   0.009158        523        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G     0.0456     0.1147   0.009425        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04663     0.1181   0.009249        661        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04455     0.1128   0.009175        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04322      0.111   0.009096        502        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04233     0.1104   0.009054        516        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04164     0.1061   0.008995        380        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    172/399      2.34G    0.04099     0.1035   0.008896        387        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.886      0.491      0.604        0.4\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03493     0.1017   0.008939        465        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03466    0.09353   0.008547        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03439    0.09508   0.009162        488        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03497    0.09305   0.008875        424        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03454    0.09274   0.008685        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03477    0.09379   0.008554        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G     0.0348    0.08983   0.008493        341        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03526    0.08966   0.008407        356        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    173/399      2.34G    0.03626    0.09277   0.008641        521        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.876      0.493      0.594      0.358\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04277     0.1006   0.008778        441        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04306    0.09891   0.009175        408        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G      0.043    0.09748   0.009076        420        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04358     0.1027   0.009265        585        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04228     0.1003   0.009147        373        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04195    0.09994   0.008857        440        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G     0.0413     0.0978   0.008921        358        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04109    0.09609   0.008953        409        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    174/399      2.34G    0.04063    0.09599     0.0089        499        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.889      0.493      0.597      0.396\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03739    0.09257   0.008339        448        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03665    0.09358   0.008664        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03589    0.09339   0.008718        448        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03669     0.0968   0.009005        517        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03696    0.09528   0.009189        419        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03701      0.097   0.009262        539        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03728    0.09651   0.009105        438        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03831    0.09925   0.009105        519        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    175/399      2.34G    0.03863    0.09519   0.009212        273        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.834      0.532      0.585      0.362\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04663    0.09906   0.009252        422        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04523    0.09349    0.00925        382        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04554    0.09311   0.009861        405        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04505    0.09687   0.009463        414        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04317    0.09806   0.009635        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04261    0.09962   0.009737        528        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04198    0.09779   0.009553        384        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04152    0.09721   0.009636        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    176/399      2.34G    0.04127    0.09847   0.009616        550        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.905      0.518      0.598       0.39\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03983     0.1043    0.01049        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03897     0.1097    0.00987        547        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03706     0.0991   0.009314        346        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03661     0.0934   0.009132        370        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G     0.0364    0.08949   0.009257        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03657     0.0931   0.009123        564        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03575    0.08993   0.008994        309        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03691    0.09356   0.008863        522        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    177/399      2.34G    0.03761    0.09281   0.008936        357        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.894       0.52      0.592      0.373\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04295    0.09086   0.009227        398        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04604      0.108   0.009729        661        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04509      0.109   0.009834        556        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04528     0.1052   0.009717        439        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04416     0.1066    0.00938        510        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04352     0.1034   0.009261        404        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04201    0.09992   0.008863        312        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G    0.04214      0.103   0.009116        683        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    178/399      2.34G     0.0416     0.1021   0.008928        427        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.901      0.505      0.595      0.395\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03468    0.06802   0.009446        252        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G     0.0382    0.08717   0.009888        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03889    0.09332   0.009608        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03911    0.09832   0.009701        585        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03891    0.09765   0.009815        487        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03878    0.09733    0.00969        427        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03843    0.09735   0.009534        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03903    0.09782   0.009463        458        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    179/399      2.34G    0.03873    0.09276    0.00939        220        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.918      0.505      0.606      0.379\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04403     0.1268   0.009813        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04257     0.1054   0.009367        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04375      0.104   0.009692        493        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04246     0.1076   0.009443        508        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04214     0.1047   0.009395        482        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04181     0.1053   0.009672        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04173     0.1033    0.00973        455        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04174     0.1031   0.009815        517        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    180/399      2.34G    0.04151     0.1039    0.00969        495        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.928      0.493      0.589      0.375\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03743     0.1082   0.008804        518        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03653    0.09808    0.00805        423        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03666    0.09378   0.008229        371        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03716    0.09188   0.008513        444        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03855    0.09278    0.00893        544        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03837    0.09184   0.008965        417        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.03909    0.09491   0.009099        594        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G     0.0398     0.0942   0.009132        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    181/399      2.34G    0.04039    0.09436   0.009173        419        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.917       0.52      0.599      0.366\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04389     0.1066   0.007095        448        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04395     0.1097   0.007154        489        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04449     0.1101   0.008175        562        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04488     0.1127   0.008508        539        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04396     0.1153   0.008309        630        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G     0.0436     0.1143   0.008681        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04332     0.1167   0.008797        648        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G     0.0427     0.1149   0.008624        537        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    182/399      2.34G    0.04186     0.1126   0.008804        399        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.929       0.51      0.602       0.39\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03302    0.07081   0.009988        297        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03548    0.09444   0.009408        634        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03522    0.09501   0.008737        459        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03525    0.09718   0.008856        480        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03553    0.09546   0.009127        453        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03619    0.09704   0.009095        550        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03617    0.09543   0.009097        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03743    0.09643    0.00909        472        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    183/399      2.34G    0.03821    0.09846   0.009012        528        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.892      0.502       0.59      0.367\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.04493    0.09055   0.009249        394        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.04282    0.08909   0.009134        329        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.04152     0.0897   0.009264        381        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.04238    0.09592   0.009162        536        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.04135    0.09184   0.008948        390        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.03987    0.08708   0.008582        262        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.03955    0.08685   0.008646        408        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.03949    0.08756   0.008754        466        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    184/399      2.34G    0.03888     0.0876    0.00862        375        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.905      0.509      0.601      0.389\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03446    0.07414    0.01069        348        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03668    0.09546   0.009873        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03674    0.09621   0.009311        452        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03701    0.09286   0.009247        397        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03686    0.09082   0.008966        426        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03642    0.09239   0.008802        490        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03623    0.09048   0.008709        359        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03666    0.08793   0.008513        285        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    185/399      2.34G    0.03725    0.08759   0.008739        352        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.873      0.514      0.587      0.367\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04169     0.0644    0.01056        287        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04247    0.07612    0.00921        338        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04036    0.06898   0.008801        215        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04065    0.07436   0.008634        346        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04028    0.08042   0.008672        464        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G     0.0402    0.08431   0.008902        492        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04019    0.08873   0.008793        582        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.04044    0.08901   0.008786        488        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    186/399      2.34G    0.03998    0.08682   0.008659        327        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.88      0.503      0.593      0.379\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.04108    0.06344    0.01085        309        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.04009    0.07542   0.009196        475        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G     0.0403    0.07983   0.009246        387        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.03886    0.08067    0.00873        393        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.03911    0.08634   0.008967        557        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.03862    0.08272   0.009111        313        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G      0.038    0.07971   0.008974        250        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.03843    0.08025   0.008867        325        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    187/399      2.34G    0.03869    0.08302   0.008684        439        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.923      0.488      0.601      0.368\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04355    0.08779   0.008262        450        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G     0.0433    0.07937   0.008566        313        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04427     0.0941   0.008425        643        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04527    0.09928   0.008662        622        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04429     0.1052   0.008981        567        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04297    0.09993   0.008794        312        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04279     0.1015   0.008623        590        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04245     0.1013   0.008581        509        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    188/399      2.34G    0.04251     0.1051   0.008653        700        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108       0.92      0.499      0.599      0.384\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03329    0.08282   0.008428        371        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03527    0.09419   0.008614        470        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03649    0.09869   0.008873        541        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G     0.0369    0.09699   0.008475        432        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03656    0.09326     0.0085        331        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03668    0.09649   0.008607        542        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03678    0.09674   0.008475        473        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03788    0.09759   0.008447        469        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    189/399      2.34G    0.03882    0.09754   0.008628        493        640: 1\n",
      "                 Class     Images  Instances          P          R      mAP50   \n",
      "                   all          5        108      0.911      0.504      0.597      0.373\n",
      "\n",
      "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
      "  0%|          | 0/9 [00:00<?, ?it/s]/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04642     0.1214   0.007279        543        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04415     0.1053     0.0075        388        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04377    0.09854   0.007213        376        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04456     0.0991   0.008321        525        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04319    0.09181   0.008265        239        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04233    0.09238   0.008156        496        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04204    0.09516   0.008378        556        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04085     0.0932   0.008312        374        640:  /home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py:412: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n",
      "  with torch.cuda.amp.autocast(amp):\n",
      "    190/399      2.34G    0.04085     0.0932   0.008312        374        640:  \n",
      "Traceback (most recent call last):\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py\", line 986, in <module>\n",
      "    main(opt)\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py\", line 688, in main\n",
      "    train(opt.hyp, opt, device, callbacks)\n",
      "  File \"/home/andersonc/workspace/github/car_detector_yolo/yolov5/train.py\", line 439, in train\n",
      "    (\"%11s\" * 2 + \"%11.4g\" * 5)\n",
      "RuntimeError: CUDA error: unspecified launch failure\n",
      "CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.\n",
      "For debugging consider passing CUDA_LAUNCH_BLOCKING=1\n",
      "Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.\n",
      "\n",
      "terminate called after throwing an instance of 'c10::Error'\n",
      "  what():  CUDA error: unspecified launch failure\n",
      "CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.\n",
      "For debugging consider passing CUDA_LAUNCH_BLOCKING=1\n",
      "Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.\n",
      "\n",
      "Exception raised from c10_cuda_check_implementation at ../c10/cuda/CUDAException.cpp:43 (most recent call first):\n",
      "frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x96 (0x72bbb9977f86 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10.so)\n",
      "frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x72bbb9926d10 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10.so)\n",
      "frame #2: c10::cuda::c10_cuda_check_implementation(int, char const*, char const*, int, bool) + 0x118 (0x72bbba2a6f08 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10_cuda.so)\n",
      "frame #3: <unknown function> + 0x102b38c (0x72bb4382b38c in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)\n",
      "frame #4: <unknown function> + 0x1033f3d (0x72bb43833f3d in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libtorch_cuda.so)\n",
      "frame #5: <unknown function> + 0x5dd3d0 (0x72bb903dd3d0 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libtorch_python.so)\n",
      "frame #6: <unknown function> + 0x6abdf (0x72bbb995bbdf in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10.so)\n",
      "frame #7: c10::TensorImpl::~TensorImpl() + 0x21b (0x72bbb9954c3b in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10.so)\n",
      "frame #8: c10::TensorImpl::~TensorImpl() + 0x9 (0x72bbb9954de9 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libc10.so)\n",
      "frame #9: <unknown function> + 0x899b88 (0x72bb90699b88 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libtorch_python.so)\n",
      "frame #10: THPVariable_subclass_dealloc(_object*) + 0x2e0 (0x72bb90699ef0 in /home/andersonc/workspace/github/car_detector_yolo/env/lib/python3.12/site-packages/torch/lib/libtorch_python.so)\n",
      "frame #11: python() [0x55ba64]\n",
      "frame #12: python() [0x5919d2]\n",
      "frame #13: python() [0x5528a1]\n",
      "frame #14: python() [0x57637e]\n",
      "frame #15: python() [0x5760cc]\n",
      "frame #16: python() [0x59f6c5]\n",
      "frame #17: python() [0x5590a1]\n",
      "frame #18: python() [0x610d65]\n",
      "frame #19: python() [0x610d75]\n",
      "frame #20: python() [0x610d75]\n",
      "frame #21: python() [0x573836]\n",
      "<omitting python frames>\n",
      "frame #23: python() [0x6b8525]\n",
      "frame #24: python() [0x6b1c82]\n",
      "frame #28: <unknown function> + 0x2a1ca (0x72bbbe02a1ca in /lib/x86_64-linux-gnu/libc.so.6)\n",
      "frame #29: __libc_start_main + 0x8b (0x72bbbe02a28b in /lib/x86_64-linux-gnu/libc.so.6)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "! python train.py --img 640 --batch 10  --epochs 400 --data ../DLTrafficCounter/configs/train_traffic_counter.yaml --cfg models/yolov5s.yaml --weights yolov5s.pt --cache\n",
    "     "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yolov5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def dict_increment(dict1, key):\n",
    "  if key in dict1.keys():\n",
    "    dict1[key] = dict1[key] + 1 \n",
    "  else:\n",
    "    dict1[key] = 1\n",
    "\n",
    "  return dict1\n",
    "  \n",
    "def print_class_counts(dict1, class_names):\n",
    "  # print counts for each class name\n",
    "  for key, val in dict1.items():\n",
    "    print(class_names[key], val)\n",
    "\n",
    "def count_vehicles(detection_res, confidence_threshold=0.5):\n",
    "  counts = dict()\n",
    "  # print(res.names.index('car'), res.names.index('bus'), res.names.index('truck'))\n",
    "\n",
    "  for pred in detection_res.xyxyn[0]:\n",
    "    confidence = pred[-2]\n",
    "    if confidence > confidence_threshold:\n",
    "      # print(pred)\n",
    "\n",
    "      class_id = int(pred[-1])\n",
    "      counts = dict_increment(counts, class_id)\n",
    "\n",
    "  # print_class_counts(counts, detection_res.names)\n",
    "  return counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4509\n"
     ]
    }
   ],
   "source": [
    "import cv2\n",
    "from IPython.display import clear_output\n",
    "\n",
    "# Load YOLOv5 model\n",
    "model_highway = yolov5.load('DLTrafficCounter/models/yolov5s_highway.pt', device='cuda:0')\n",
    "\n",
    "\n",
    "video_path = 'traffic.mp4'\n",
    "\n",
    "# mp4 = open(video_path, \"rb\").read()\n",
    "# data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
    "# HTML(f\"\"\"\"\"\")\n",
    "capture = cv2.VideoCapture(video_path)\n",
    "film = []\n",
    "vehicle_counts = []\n",
    "while True:\n",
    "  grabbed, frame = capture.read()\n",
    "  if not grabbed:\n",
    "        # print(\"End of video\")\n",
    "        break\n",
    "  detected = model_highway(frame)\n",
    "  detected.save(\"results\")\n",
    "\n",
    "  clear_output(wait=True)\n",
    "  # count_vehicles(detected)\n",
    "  counts = count_vehicles(detected)\n",
    "  vehicle_counts.append(counts)\n",
    "  # cv2.imshow(detected.ims[0])\n",
    "  film.append(detected.ims[0])\n",
    "  # print(dir(detected))\n",
    "  # print(grabbed, frame.shape)\n",
    "  # time.sleep(5)\n",
    "print(len(film))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def display_frame(film, frame_index):\n",
    "    # Check if the index is within the bounds of the 'film' list\n",
    "    if 0 <= frame_index < len(film):\n",
    "        # Display the frame using OpenCV\n",
    "        cv2.imshow('Frame', film[frame_index])\n",
    "\n",
    "        # Wait for a key press to close the window\n",
    "        cv2.waitKey(0)\n",
    "        cv2.destroyAllWindows()\n",
    "    else:\n",
    "        print(f\"Frame index {frame_index} is out of bounds. There are {len(film)} frames in the list.\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "display_frame(film, 450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def save_video(film, output_path='output.mp4', frame_rate=24):\n",
    "    # Get frame dimensions\n",
    "    height, width = film[0].shape[:2]\n",
    "\n",
    "    # Define the codec and create a VideoWriter object\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')  # Using 'mp4v' codec for MP4 format\n",
    "    out = cv2.VideoWriter(output_path, fourcc, frame_rate, (width, height))\n",
    "\n",
    "    for frame in film:\n",
    "        # Convert frame to the correct color format if necessary (BGR to RGB)\n",
    "        frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n",
    "        out.write(frame)\n",
    "\n",
    "    # Release the VideoWriter object\n",
    "    out.release()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_video(film)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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