refactor: remove unused var and explicit model path

Author: Niklas Palm

02_training/training.ipynb

@@ -103,10 +103,8 @@
     "estimator = TensorFlow(\n",
     "    entry_point=\"train-mobilenet.py\",\n",
     "    source_dir=\"code\",\n",
-    "    output_path=model_path, \n",
     "    instance_type=training_instance_type,\n",
     "    instance_count=training_instance_count,   \n",
-    "    distribution=distribution,\n",
     "    hyperparameters=shared_hyperparameters,    \n",
     "    metric_definitions=metric_definitions,     \n",
     "    role=role,\n",
@@ -197,9 +195,9 @@
     }
    ],
    "source": [
-    "training_job_name = tuner.best_estimator().latest_training_job.name\n",
+    "best_model_uri = tuner.best_estimator().latest_training_job.describe()['ModelArtifacts']['S3ModelArtifacts']\n",
     "\n",
-    "print(f\"Best model artifact file is uploaded here: {model_path}/{training_job_name}/output ========\")\n"
+    "print(f\"\\nBest model artifact file is uploaded here: {best_model_uri}\")"
    ]
   }
  ],
@@ -208,7 +206,7 @@
   "kernelspec": {
    "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:eu-west-1:470317259841:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {