![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F15031011%2Feb945409dbb62b40043700e4198f2bb8%2FScreen%20Shot%202023-07-05%20at%205.17.59%20PM.png?generation=1688592021251956&alt=media\")
I have an issue with loading yolov8 offline, may i know how to solve this issue?
\nThis is the line where i have issue:
\nfrom ultralytics import YOLO
\nmodel = YOLO(\"yolov8x-seg.pt\")
The issue is :
\nConnectionError: ❌ Download failure for https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt. Environment is not online.
", "messages": [ { "id": "2331897", "postDate": "07/05/2023 21:18:38", "content": "I have an issue with loading yolov8 offline, may i know how to solve this issue?
\nThis is the line where i have issue:
\nfrom ultralytics import YOLO
\nmodel = YOLO(\"yolov8x-seg.pt\")
The issue is :
\nConnectionError: ❌ Download failure for https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt. Environment is not online.
", "rawMarkdown": "I have an issue with loading yolov8 offline, may i know how to solve this issue? \n\nThis is the line where i have issue:\n\nfrom ultralytics import YOLO\nmodel = YOLO(\"yolov8x-seg.pt\")\n\nThe issue is : \n\nConnectionError: ❌ Download failure for https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt. Environment is not online.", "votes": null }, { "id": "2331899", "postDate": "07/05/2023 21:20:26", "content": "
i tried to put the model as dataset and it works:
\n model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")
But how to disable wandb?
\nTraceback (most recent call last):
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1152, in init
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 768, in init
\nwandb.errors.CommError: Run initialization has timed out after 60.0 sec.
\nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-
During handling of the above exception, another exception occurred:
\nTraceback (most recent call last):
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1160, in init
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 835, in getcaller
\n File \"/root/.local/lib/python3.10/site-packages/log.py\", line 42, in findCaller
\n sio = io.StringIO()
\nNameError: name 'io' is not defined
\nwandb: Network error (ConnectionError), entering retry loop.
\nwandb---------------------------------------------------------------------------
\nCommError Traceback (most recent call last)
\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1152, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1151 try:
\n-> 1152 run = wi.init()
\n 1153 except_exit = wi.settings._except_exit
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:768, in _WandbInit.init(self)
\n 767 self.teardown()
\n--> 768 raise error
\n 770 assert run_result is not None # for mypy
CommError: Run initialization has timed out after 60.0 sec.
\nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-
During handling of the above exception, another exception occurred:
\nNameError Traceback (most recent call last)
\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1160, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1157 if not (
\n 1158 ._agent._is_running() and isinstance(e, KeyboardInterrupt)
\n 1159 ):
\n-> 1160 getcaller()
\n 1161 assert logger
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:835, in getcaller()
\n 834 return None
\n--> 835 src, line, func, stack = logger.findCaller(stack_info=True)
\n 836 print(\"Problem at:\", src, line, func)
File ~/.local/lib/python3.10/site-packages/log.py:42, in _Logger.findCaller(self, stack_info, stacklevel)
\n 41 if stack_info:
\n---> 42 sio = io.StringIO()
\n 43 sio.write('Stack (most recent call last):\\n')
NameError: name 'io' is not defined
\nThe above exception was the direct cause of the following exception:
\nError Traceback (most recent call last)
\nCell In[31], line 4
\n 1 # import wandb
\n 2 # wandb.disabled = True
\n 3 if name == 'main':
\n----> 4 main()
Cell In[26], line 3, in main()
\n 1 def main():
\n 2 model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")
\n----> 3 model.train(
\n 4 # Project
\n 5 project=\"HuBMAP\",
\n 6 name=\"yolov8x-seg\",
\n 7 # Random Seed parameters
\n 8 deterministic=True,
\n 9 seed=43,
\n 10
\n 11 # Data & model parameters
\n 12 data=\"/kaggle/working/dataset/coco.yaml\",
\n 13 save=True,
\n 14 save_period=5,
\n 15 pretrained=True,
\n 16 imgsz=512,
\n 17
\n 18 # Training parameters
\n 19 epochs=20,
\n 20 batch=4,
\n 21 workers=8,
\n 22 val=True,
\n 23 device=0,
\n 24
\n 25 # Optimization parameters
\n 26 lr0=0.018,
\n 27 patience=3,
\n 28 optimizer=\"SGD\",
\n 29 momentum=0.947,
\n 30 weight_decay=0.0005,
\n 31 close_mosaic=3,
\n 32 )
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/model.py:373, in YOLO.train(self, **kwargs)
\n 371 self.model = self.trainer.model
\n 372 self.trainer.hub_session = self.session # attach optional HUB session
\n--> 373 self.trainer.train()
\n 374 # Update model and cfg after training
\n 375 if RANK in (-1, 0):
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:192, in BaseTrainer.train(self)
\n 190 ddp_cleanup(self, str(file))
\n 191 else:
\n--> 192 self._do_train(world_size)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:275, in BaseTrainer._do_train(self, world_size)
\n 272 if world_size > 1:
\n 273 self._setup_ddp(world_size)
\n--> 275 self._setup_train(world_size)
\n 277 self.epoch_time = None
\n 278 self.epoch_time_start = time.time()
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:210, in BaseTrainer._setup_train(self, world_size)
\n 206 \"\"\"
\n 207 Builds dataloaders and optimizer on correct rank process.
\n 208 \"\"\"
\n 209 # Model
\n--> 210 self.run_callbacks('on_pretrain_routine_start')
\n 211 ckpt = self.setup_model()
\n 212 self.model = self.model.to(self.device)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:165, in BaseTrainer.run_callbacks(self, event)
\n 163 \"\"\"Run all existing callbacks associated with a particular event.\"\"\"
\n 164 for callback in self.callbacks.get(event, []):
\n--> 165 callback(self)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/utils/callbacks/wb.py:26, in on_pretrain_routine_start(trainer)
\n 24 def on_pretrain_routine_start(trainer):
\n 25 \"\"\"Initiate and start project if module is present.\"\"\"
\n---> 26 wb.run or wb.init(project=trainer.args.project or 'YOLOv8', name=trainer.args.name, config=vars(trainer.args))
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1190, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1188 .termerror(\"Abnormal program exit\")
\n 1189 os._exit(1)
\n-> 1190 raise Error(\"An unexpected error occurred\") from error_seen
\n 1191 return run
Error: An unexpected error occurredwandbwandb
", "rawMarkdown": "But how to disable wandb?\n\nTraceback (most recent call last):\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1152, in init\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 768, in init\nwandb.errors.CommError: Run initialization has timed out after 60.0 sec. \nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1160, in init\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 835, in getcaller\n File \"/root/.local/lib/python3.10/site-packages/log.py\", line 42, in findCaller\n sio = io.StringIO()\nNameError: name 'io' is not defined\nwandb: Network error (ConnectionError), entering retry loop.\nwandb---------------------------------------------------------------------------\nCommError Traceback (most recent call last)\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1152, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1151 try:\n-> 1152 run = wi.init()\n 1153 except_exit = wi.settings._except_exit\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:768, in _WandbInit.init(self)\n 767 self.teardown()\n--> 768 raise error\n 770 assert run_result is not None # for mypy\n\nCommError: Run initialization has timed out after 60.0 sec. \nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-\n\nDuring handling of the above exception, another exception occurred:\n\nNameError Traceback (most recent call last)\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1160, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1157 if not (\n 1158 ._agent._is_running() and isinstance(e, KeyboardInterrupt)\n 1159 ):\n-> 1160 getcaller()\n 1161 assert logger\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:835, in getcaller()\n 834 return None\n--> 835 src, line, func, stack = logger.findCaller(stack_info=True)\n 836 print(\"Problem at:\", src, line, func)\n\nFile ~/.local/lib/python3.10/site-packages/log.py:42, in _Logger.findCaller(self, stack_info, stacklevel)\n 41 if stack_info:\n---> 42 sio = io.StringIO()\n 43 sio.write('Stack (most recent call last):\\n')\n\nNameError: name 'io' is not defined\n\nThe above exception was the direct cause of the following exception:\n\nError Traceback (most recent call last)\nCell In[31], line 4\n 1 # import wandb\n 2 # wandb.disabled = True\n 3 if __name__ == '__main__':\n----> 4 main()\n\nCell In[26], line 3, in main()\n 1 def main():\n 2 model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")\n----> 3 model.train(\n 4 # Project\n 5 project=\"HuBMAP\",\n 6 name=\"yolov8x-seg\",\n 7 # Random Seed parameters\n 8 deterministic=True,\n 9 seed=43,\n 10 \n 11 # Data & model parameters\n 12 data=\"/kaggle/working/dataset/coco.yaml\", \n 13 save=True,\n 14 save_period=5,\n 15 pretrained=True,\n 16 imgsz=512,\n 17 \n 18 # Training parameters\n 19 epochs=20,\n 20 batch=4,\n 21 workers=8,\n 22 val=True,\n 23 device=0,\n 24 \n 25 # Optimization parameters\n 26 lr0=0.018,\n 27 patience=3,\n 28 optimizer=\"SGD\",\n 29 momentum=0.947,\n 30 weight_decay=0.0005,\n 31 close_mosaic=3,\n 32 )\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/model.py:373, in YOLO.train(self, **kwargs)\n 371 self.model = self.trainer.model\n 372 self.trainer.hub_session = self.session # attach optional HUB session\n--> 373 self.trainer.train()\n 374 # Update model and cfg after training\n 375 if RANK in (-1, 0):\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:192, in BaseTrainer.train(self)\n 190 ddp_cleanup(self, str(file))\n 191 else:\n--> 192 self._do_train(world_size)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:275, in BaseTrainer._do_train(self, world_size)\n 272 if world_size > 1:\n 273 self._setup_ddp(world_size)\n--> 275 self._setup_train(world_size)\n 277 self.epoch_time = None\n 278 self.epoch_time_start = time.time()\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:210, in BaseTrainer._setup_train(self, world_size)\n 206 \"\"\"\n 207 Builds dataloaders and optimizer on correct rank process.\n 208 \"\"\"\n 209 # Model\n--> 210 self.run_callbacks('on_pretrain_routine_start')\n 211 ckpt = self.setup_model()\n 212 self.model = self.model.to(self.device)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:165, in BaseTrainer.run_callbacks(self, event)\n 163 \"\"\"Run all existing callbacks associated with a particular event.\"\"\"\n 164 for callback in self.callbacks.get(event, []):\n--> 165 callback(self)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/utils/callbacks/wb.py:26, in on_pretrain_routine_start(trainer)\n 24 def on_pretrain_routine_start(trainer):\n 25 \"\"\"Initiate and start project if module is present.\"\"\"\n---> 26 wb.run or wb.init(project=trainer.args.project or 'YOLOv8', name=trainer.args.name, config=vars(trainer.args))\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1190, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1188 .termerror(\"Abnormal program exit\")\n 1189 os._exit(1)\n-> 1190 raise Error(\"An unexpected error occurred\") from error_seen\n 1191 return run\n\nError: An unexpected error occurredwandbwandb", "votes": null }, { "id": "2332068", "postDate": "07/06/2023 00:21:17", "content": "Hi, you can use the following code to create an offline Yolov8 version:
\n!mkdir yolov8
\n!git clone https://github.com/ultralytics/ultralytics.git yolov8
\n!mkdir yolov8_wheel
\n!pip wheel -r yolov8/requirements.txt --wheel-dir=yolov8_wheel yolov8
!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8s-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8m-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8l-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt .
Good luck!
", "rawMarkdown": "Hi, you can use the following code to create an offline Yolov8 version:\n\n!mkdir yolov8\n\n!git clone https://github.com/ultralytics/ultralytics.git yolov8\n\n!mkdir yolov8_wheel\n!pip wheel -r yolov8/requirements.txt --wheel-dir=yolov8_wheel yolov8\n\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8s-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8m-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8l-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt .\n\nGood luck!", "votes": null }, { "id": "2333411", "postDate": "07/07/2023 00:23:51", "content": "thank you !
", "rawMarkdown": "thank you !", "votes": null } ], "comments": [ { "id": 2331899, "author_name": "ttkaixin", "author_url": "", "post_date": "07/05/2023 21:20:26", "content": "
i tried to put the model as dataset and it works:
\n model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")
But how to disable wandb?
\nTraceback (most recent call last):
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1152, in init
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 768, in init
\nwandb.errors.CommError: Run initialization has timed out after 60.0 sec.
\nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-
During handling of the above exception, another exception occurred:
\nTraceback (most recent call last):
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1160, in init
\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 835, in getcaller
\n File \"/root/.local/lib/python3.10/site-packages/log.py\", line 42, in findCaller
\n sio = io.StringIO()
\nNameError: name 'io' is not defined
\nwandb: Network error (ConnectionError), entering retry loop.
\nwandb---------------------------------------------------------------------------
\nCommError Traceback (most recent call last)
\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1152, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1151 try:
\n-> 1152 run = wi.init()
\n 1153 except_exit = wi.settings._except_exit
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:768, in _WandbInit.init(self)
\n 767 self.teardown()
\n--> 768 raise error
\n 770 assert run_result is not None # for mypy
CommError: Run initialization has timed out after 60.0 sec.
\nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-
During handling of the above exception, another exception occurred:
\nNameError Traceback (most recent call last)
\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1160, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1157 if not (
\n 1158 ._agent._is_running() and isinstance(e, KeyboardInterrupt)
\n 1159 ):
\n-> 1160 getcaller()
\n 1161 assert logger
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:835, in getcaller()
\n 834 return None
\n--> 835 src, line, func, stack = logger.findCaller(stack_info=True)
\n 836 print(\"Problem at:\", src, line, func)
File ~/.local/lib/python3.10/site-packages/log.py:42, in _Logger.findCaller(self, stack_info, stacklevel)
\n 41 if stack_info:
\n---> 42 sio = io.StringIO()
\n 43 sio.write('Stack (most recent call last):\\n')
NameError: name 'io' is not defined
\nThe above exception was the direct cause of the following exception:
\nError Traceback (most recent call last)
\nCell In[31], line 4
\n 1 # import wandb
\n 2 # wandb.disabled = True
\n 3 if name == 'main':
\n----> 4 main()
Cell In[26], line 3, in main()
\n 1 def main():
\n 2 model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")
\n----> 3 model.train(
\n 4 # Project
\n 5 project=\"HuBMAP\",
\n 6 name=\"yolov8x-seg\",
\n 7 # Random Seed parameters
\n 8 deterministic=True,
\n 9 seed=43,
\n 10
\n 11 # Data & model parameters
\n 12 data=\"/kaggle/working/dataset/coco.yaml\",
\n 13 save=True,
\n 14 save_period=5,
\n 15 pretrained=True,
\n 16 imgsz=512,
\n 17
\n 18 # Training parameters
\n 19 epochs=20,
\n 20 batch=4,
\n 21 workers=8,
\n 22 val=True,
\n 23 device=0,
\n 24
\n 25 # Optimization parameters
\n 26 lr0=0.018,
\n 27 patience=3,
\n 28 optimizer=\"SGD\",
\n 29 momentum=0.947,
\n 30 weight_decay=0.0005,
\n 31 close_mosaic=3,
\n 32 )
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/model.py:373, in YOLO.train(self, **kwargs)
\n 371 self.model = self.trainer.model
\n 372 self.trainer.hub_session = self.session # attach optional HUB session
\n--> 373 self.trainer.train()
\n 374 # Update model and cfg after training
\n 375 if RANK in (-1, 0):
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:192, in BaseTrainer.train(self)
\n 190 ddp_cleanup(self, str(file))
\n 191 else:
\n--> 192 self._do_train(world_size)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:275, in BaseTrainer._do_train(self, world_size)
\n 272 if world_size > 1:
\n 273 self._setup_ddp(world_size)
\n--> 275 self._setup_train(world_size)
\n 277 self.epoch_time = None
\n 278 self.epoch_time_start = time.time()
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:210, in BaseTrainer._setup_train(self, world_size)
\n 206 \"\"\"
\n 207 Builds dataloaders and optimizer on correct rank process.
\n 208 \"\"\"
\n 209 # Model
\n--> 210 self.run_callbacks('on_pretrain_routine_start')
\n 211 ckpt = self.setup_model()
\n 212 self.model = self.model.to(self.device)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:165, in BaseTrainer.run_callbacks(self, event)
\n 163 \"\"\"Run all existing callbacks associated with a particular event.\"\"\"
\n 164 for callback in self.callbacks.get(event, []):
\n--> 165 callback(self)
File /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/utils/callbacks/wb.py:26, in on_pretrain_routine_start(trainer)
\n 24 def on_pretrain_routine_start(trainer):
\n 25 \"\"\"Initiate and start project if module is present.\"\"\"
\n---> 26 wb.run or wb.init(project=trainer.args.project or 'YOLOv8', name=trainer.args.name, config=vars(trainer.args))
File /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1190, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)
\n 1188 .termerror(\"Abnormal program exit\")
\n 1189 os._exit(1)
\n-> 1190 raise Error(\"An unexpected error occurred\") from error_seen
\n 1191 return run
Error: An unexpected error occurredwandbwandb
", "votes": null, "replies": [] }, { "id": 2332068, "author_name": "pablolarrosa", "author_url": "", "post_date": "07/06/2023 00:21:17", "content": "Hi, you can use the following code to create an offline Yolov8 version:
\n!mkdir yolov8
\n!git clone https://github.com/ultralytics/ultralytics.git yolov8
\n!mkdir yolov8_wheel
\n!pip wheel -r yolov8/requirements.txt --wheel-dir=yolov8_wheel yolov8
!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8s-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8m-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8l-seg.pt .
\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt .
Good luck!
", "votes": null, "replies": [] }, { "id": 2333411, "author_name": "ttkaixin", "author_url": "", "post_date": "07/07/2023 00:23:51", "content": "thank you !
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "2331897": "I have an issue with loading yolov8 offline, may i know how to solve this issue? \n\nThis is the line where i have issue:\n\nfrom ultralytics import YOLO\nmodel = YOLO(\"yolov8x-seg.pt\")\n\nThe issue is : \n\nConnectionError: ❌ Download failure for https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt. Environment is not online.", "2331899": "", "2331937": "i tried to put the model as dataset and it works:\n model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")", "2331939": "But how to disable wandb?\n\nTraceback (most recent call last):\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1152, in init\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 768, in init\nwandb.errors.CommError: Run initialization has timed out after 60.0 sec. \nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 1160, in init\n File \"/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py\", line 835, in getcaller\n File \"/root/.local/lib/python3.10/site-packages/log.py\", line 42, in findCaller\n sio = io.StringIO()\nNameError: name 'io' is not defined\nwandb: Network error (ConnectionError), entering retry loop.\nwandb---------------------------------------------------------------------------\nCommError Traceback (most recent call last)\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1152, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1151 try:\n-> 1152 run = wi.init()\n 1153 except_exit = wi.settings._except_exit\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:768, in _WandbInit.init(self)\n 767 self.teardown()\n--> 768 raise error\n 770 assert run_result is not None # for mypy\n\nCommError: Run initialization has timed out after 60.0 sec. \nPlease refer to the documentation for additional information: https://docs.wandb.ai/guides/track/tracking-faq#initstarterror-error-communicating-with-wandb-process-\n\nDuring handling of the above exception, another exception occurred:\n\nNameError Traceback (most recent call last)\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1160, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1157 if not (\n 1158 ._agent._is_running() and isinstance(e, KeyboardInterrupt)\n 1159 ):\n-> 1160 getcaller()\n 1161 assert logger\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:835, in getcaller()\n 834 return None\n--> 835 src, line, func, stack = logger.findCaller(stack_info=True)\n 836 print(\"Problem at:\", src, line, func)\n\nFile ~/.local/lib/python3.10/site-packages/log.py:42, in _Logger.findCaller(self, stack_info, stacklevel)\n 41 if stack_info:\n---> 42 sio = io.StringIO()\n 43 sio.write('Stack (most recent call last):\\n')\n\nNameError: name 'io' is not defined\n\nThe above exception was the direct cause of the following exception:\n\nError Traceback (most recent call last)\nCell In[31], line 4\n 1 # import wandb\n 2 # wandb.disabled = True\n 3 if __name__ == '__main__':\n----> 4 main()\n\nCell In[26], line 3, in main()\n 1 def main():\n 2 model = YOLO(\"/kaggle/input/dataset/yolov8x-seg.pt\")\n----> 3 model.train(\n 4 # Project\n 5 project=\"HuBMAP\",\n 6 name=\"yolov8x-seg\",\n 7 # Random Seed parameters\n 8 deterministic=True,\n 9 seed=43,\n 10 \n 11 # Data & model parameters\n 12 data=\"/kaggle/working/dataset/coco.yaml\", \n 13 save=True,\n 14 save_period=5,\n 15 pretrained=True,\n 16 imgsz=512,\n 17 \n 18 # Training parameters\n 19 epochs=20,\n 20 batch=4,\n 21 workers=8,\n 22 val=True,\n 23 device=0,\n 24 \n 25 # Optimization parameters\n 26 lr0=0.018,\n 27 patience=3,\n 28 optimizer=\"SGD\",\n 29 momentum=0.947,\n 30 weight_decay=0.0005,\n 31 close_mosaic=3,\n 32 )\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/model.py:373, in YOLO.train(self, **kwargs)\n 371 self.model = self.trainer.model\n 372 self.trainer.hub_session = self.session # attach optional HUB session\n--> 373 self.trainer.train()\n 374 # Update model and cfg after training\n 375 if RANK in (-1, 0):\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:192, in BaseTrainer.train(self)\n 190 ddp_cleanup(self, str(file))\n 191 else:\n--> 192 self._do_train(world_size)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:275, in BaseTrainer._do_train(self, world_size)\n 272 if world_size > 1:\n 273 self._setup_ddp(world_size)\n--> 275 self._setup_train(world_size)\n 277 self.epoch_time = None\n 278 self.epoch_time_start = time.time()\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:210, in BaseTrainer._setup_train(self, world_size)\n 206 \"\"\"\n 207 Builds dataloaders and optimizer on correct rank process.\n 208 \"\"\"\n 209 # Model\n--> 210 self.run_callbacks('on_pretrain_routine_start')\n 211 ckpt = self.setup_model()\n 212 self.model = self.model.to(self.device)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/engine/trainer.py:165, in BaseTrainer.run_callbacks(self, event)\n 163 \"\"\"Run all existing callbacks associated with a particular event.\"\"\"\n 164 for callback in self.callbacks.get(event, []):\n--> 165 callback(self)\n\nFile /kaggle/input/hubmap-tools-ultralytics-and-pycocotools/ultralytics/ultralytics/ultralytics/yolo/utils/callbacks/wb.py:26, in on_pretrain_routine_start(trainer)\n 24 def on_pretrain_routine_start(trainer):\n 25 \"\"\"Initiate and start project if module is present.\"\"\"\n---> 26 wb.run or wb.init(project=trainer.args.project or 'YOLOv8', name=trainer.args.name, config=vars(trainer.args))\n\nFile /opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py:1190, in init(job_type, dir, config, project, entity, reinit, tags, group, name, notes, magic, config_exclude_keys, config_include_keys, anonymous, mode, allow_val_change, resume, force, tensorboard, sync_tensorboard, monitor_gym, save_code, id, settings)\n 1188 .termerror(\"Abnormal program exit\")\n 1189 os._exit(1)\n-> 1190 raise Error(\"An unexpected error occurred\") from error_seen\n 1191 return run\n\nError: An unexpected error occurredwandbwandb", "2332068": "Hi, you can use the following code to create an offline Yolov8 version:\n\n!mkdir yolov8\n\n!git clone https://github.com/ultralytics/ultralytics.git yolov8\n\n!mkdir yolov8_wheel\n!pip wheel -r yolov8/requirements.txt --wheel-dir=yolov8_wheel yolov8\n\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8s-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8m-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8l-seg.pt .\n!wget https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8x-seg.pt .\n\nGood luck!", "2333411": "thank you !" }, "source": "meta" }