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refactor: minor 02 refactor #9

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Merged
merged 2 commits into from
Nov 4, 2022
Merged

refactor: minor 02 refactor #9

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ec300ff
refactor: remove unused var and explicit model path
Nov 3, 2022
2e617a5
Remove output
Nov 3, 2022
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34 changes: 9 additions & 25 deletions 02_training/training.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@
},
{
"cell_type": "code",
"execution_count": 56,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -39,7 +39,7 @@
},
{
"cell_type": "code",
"execution_count": 57,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
Expand Down Expand Up @@ -70,7 +70,7 @@
},
{
"cell_type": "code",
"execution_count": 58,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -84,7 +84,7 @@
},
{
"cell_type": "code",
"execution_count": 59,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -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",
Expand Down Expand Up @@ -179,27 +177,13 @@
},
{
"cell_type": "code",
"execution_count": 55,
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"2022-11-03 14:07:17 Starting - Preparing the instances for training\n",
"2022-11-03 14:07:17 Downloading - Downloading input data\n",
"2022-11-03 14:07:17 Training - Training image download completed. Training in progress.\n",
"2022-11-03 14:07:17 Uploading - Uploading generated training model\n",
"2022-11-03 14:07:17 Completed - Resource reused by training job: cv-hpo-221103-1357-004-4196ca7b\n",
"Best model artifact file is uploaded here: s3://sagemaker-us-east-1-379642174303/postprocessing/cv-hpo-221103-1357-002-0901bc7e/output ========\n"
]
}
],
"outputs": [],
"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}\")"
]
}
],
Expand All @@ -208,7 +192,7 @@
"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": {
Expand Down