Clean up

Final_Training.ipynb

@@ -2382,7 +2382,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 139,
    "id": "d38b8e1b",
    "metadata": {},
    "outputs": [
@@ -2411,7 +2411,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 138,
    "id": "fc3da1cb",
    "metadata": {},
    "outputs": [
@@ -2437,7 +2437,7 @@
       "\u001b[31mReadTimeout\u001b[39m: The read operation timed out",
       "\nThe above exception was the direct cause of the following exception:\n",
       "\u001b[31mReadTimeout\u001b[39m                               Traceback (most recent call last)",
-      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[135]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m      1\u001b[39m HF.create_repo()\n\u001b[32m      3\u001b[39m \u001b[38;5;66;03m# Training File and Model Weights\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m \u001b[43mHF\u001b[49m\u001b[43m.\u001b[49m\u001b[43mupload_to_hub\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mFinal_Training.ipynb\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcommit_msg\u001b[49m\u001b[43m=\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mClean up\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m      5\u001b[39m HF.upload_to_hub(WEIGHTS_DIR, commit_msg=\u001b[33m\"\u001b[39m\u001b[33mModel weights\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m      6\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterSingleOutput_v01.pth\", commit_msg=\"PushupCounterSingleOutput model weights\")\u001b[39;00m\n\u001b[32m      7\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterSingleOutput.pth\", commit_msg=\"PushupCounterSingleOutput model weights\")\u001b[39;00m\n\u001b[32m      8\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterMaxPool.pth\", commit_msg=\"PushupCounterMaxPool model weights\")\u001b[39;00m\n\u001b[32m      9\u001b[39m \n\u001b[32m     10\u001b[39m \u001b[38;5;66;03m# YOLO Weights\u001b[39;00m\n",
+      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[138]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m      1\u001b[39m \u001b[38;5;66;03m# HF.create_repo()\u001b[39;00m\n\u001b[32m      2\u001b[39m \n\u001b[32m      3\u001b[39m \u001b[38;5;66;03m# Training File and Model Weights\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m \u001b[43mHF\u001b[49m\u001b[43m.\u001b[49m\u001b[43mupload_to_hub\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mFinal_Training.ipynb\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcommit_msg\u001b[49m\u001b[43m=\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mClean up\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m      5\u001b[39m HF.upload_to_hub(WEIGHTS_DIR, commit_msg=\u001b[33m\"\u001b[39m\u001b[33mModel weights\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m      6\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterSingleOutput_v01.pth\", commit_msg=\"PushupCounterSingleOutput model weights\")\u001b[39;00m\n\u001b[32m      7\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterSingleOutput.pth\", commit_msg=\"PushupCounterSingleOutput model weights\")\u001b[39;00m\n\u001b[32m      8\u001b[39m \u001b[38;5;66;03m# upload_to_hub(\"best_model_weights_PushupCounterMaxPool.pth\", commit_msg=\"PushupCounterMaxPool model weights\")\u001b[39;00m\n\u001b[32m      9\u001b[39m \n\u001b[32m     10\u001b[39m \u001b[38;5;66;03m# YOLO Weights\u001b[39;00m\n",
       "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[134]\u001b[39m\u001b[32m, line 45\u001b[39m, in \u001b[36mHugMyFace.upload_to_hub\u001b[39m\u001b[34m(self, local_path, commit_msg, commit_desc)\u001b[39m\n\u001b[32m     43\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mupload_to_hub\u001b[39m(\u001b[38;5;28mself\u001b[39m, local_path, commit_msg=\u001b[38;5;28;01mNone\u001b[39;00m, commit_desc=\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[32m     44\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m os.path.isfile(local_path):\n\u001b[32m---> \u001b[39m\u001b[32m45\u001b[39m         \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mapi\u001b[49m\u001b[43m.\u001b[49m\u001b[43mupload_file\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m     46\u001b[39m \u001b[43m            \u001b[49m\u001b[43mpath_or_fileobj\u001b[49m\u001b[43m=\u001b[49m\u001b[43mlocal_path\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m     47\u001b[39m \u001b[43m            \u001b[49m\u001b[43mpath_in_repo\u001b[49m\u001b[43m=\u001b[49m\u001b[43mlocal_path\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m     48\u001b[39m \u001b[43m            \u001b[49m\u001b[43mrepo_id\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mrepo_id\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m     49\u001b[39m \u001b[43m            \u001b[49m\u001b[43mrepo_type\u001b[49m\u001b[43m=\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mmodel\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# can be \"model\", \"dataset\", or \"space\"\u001b[39;49;00m\n\u001b[32m     50\u001b[39m \u001b[43m            \u001b[49m\u001b[43mcommit_message\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcommit_msg\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m     51\u001b[39m \u001b[43m            \u001b[49m\u001b[43mcommit_description\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcommit_desc\u001b[49m\n\u001b[32m     52\u001b[39m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     53\u001b[39m     \u001b[38;5;28;01melif\u001b[39;00m os.path.isdir(local_path):\n\u001b[32m     54\u001b[39m         \u001b[38;5;66;03m# Upload an entire folder (e.g., weights + config + scripts)\u001b[39;00m\n\u001b[32m     55\u001b[39m         \u001b[38;5;28mself\u001b[39m.api.upload_folder(\n\u001b[32m     56\u001b[39m             folder_path=local_path,\n\u001b[32m     57\u001b[39m             path_in_repo=local_path,\n\u001b[32m   (...)\u001b[39m\u001b[32m     61\u001b[39m             commit_description=commit_desc\n\u001b[32m     62\u001b[39m         )\n",
       "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\drmaatt\\miniconda3\\envs\\openpifpaf_env\\Lib\\site-packages\\huggingface_hub\\utils\\_validators.py:89\u001b[39m, in \u001b[36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[39m\u001b[34m(*args, **kwargs)\u001b[39m\n\u001b[32m     85\u001b[39m         validate_repo_id(arg_value)\n\u001b[32m     87\u001b[39m kwargs = smoothly_deprecate_legacy_arguments(fn_name=fn.\u001b[34m__name__\u001b[39m, kwargs=kwargs)\n\u001b[32m---> \u001b[39m\u001b[32m89\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
       "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\drmaatt\\miniconda3\\envs\\openpifpaf_env\\Lib\\site-packages\\huggingface_hub\\hf_api.py:1679\u001b[39m, in \u001b[36mfuture_compatible.<locals>._inner\u001b[39m\u001b[34m(self, *args, **kwargs)\u001b[39m\n\u001b[32m   1676\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.run_as_future(fn, \u001b[38;5;28mself\u001b[39m, *args, **kwargs)\n\u001b[32m   1678\u001b[39m \u001b[38;5;66;03m# Otherwise, call the function normally\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1679\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",