aws / aws/amazon-sagemaker-examples

RL Deepracer Notebook:File not Found error

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Dominant language
Jupyter Notebook
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Description

In: https://github.com/awslabs/amazon-sagemaker-examples/blob/master/reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/deepracer_rl.ipynb

Notebook fails when retrieving: evaluation_metrics.json
FileNotFoundError: S3 object s3://........../evaluation_metrics.json never appeared after 1200 seconds

The error occurs when you run:
evaluation_metrics_file = "evaluation_metrics.json"
evaluation_metrics_path = "{}/{}".format(s3_prefix, evaluation_metrics_file)
wait_for_s3_object(s3_bucket, evaluation_metrics_path, tmp_dir)

file_not_found_error

Launch Sagemaker Notebook instance
Clone https://github.com/awslabs/amazon-sagemaker-examples.git
Open https://github.com/awslabs/amazon-sagemaker-examples/blob/master/reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/deepracer_rl.ipynb

Contributor guide

Open the contributing guide

Research direction

Open reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/deepracer_rl.ipynb and run the notebook through the evaluation_metrics.json retrieval step. Start with the evaluation_metrics_path and wait_for_s3_object calls shown in the issue, then trace why the S3 object does not appear. Done means the notebook retrieves evaluation_metrics.json and continues without the FileNotFoundError.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
cloud, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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