Tensorflow Cloud Tutorial failed to train model

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Assessment

Difficulty
4/5
Estimated time
3-5 days
Newbie friendliness
20/100
Issue type
Bug
Clarity
Needs clarification
Activity status
Stale
Tech stack
google-cloud, python, tensorflow
Domain
cloud, machine-learning

Research direction

Start with the TensorFlow Cloud tutorial at the linked URL and inspect the attached downloaded-logs-20210618-235625.csv for the Google AI Platform training failure. Reproduce the tutorial on GCP if possible, then identify why training fails after about five hours and verify that the model completes training successfully.

Written by the indexing model from the issue text.

Description

When using the TensorFlow Cloud Tutorial https://www.tensorflow.org/cloud/tutorials/overview , the model fail to train on GCP. I've added the log file and a screenshot of the error . I'm a google employee and ldap is alankho - happy to share my GCP project with whoever is working on the bug.

The failure happened in Google AI Platform when training the model after about 5 hours

downloaded-logs-20210618-235625.csv

Dominant language
Python
Stars
383
Forks
93
Avg merge
1d 3h
Merged PRs (30d)
1

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