aws / aws/aws-step-functions-data-science-sdk-python

Problem with CheckpointConfig s3uri in Tensorflow estimator

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#86 1 comment 0 reactions 0 assignees View on GitHub
bug
Dominant language
Python
Stars
299
Forks
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No merged PRs in 30d

Description

Values from estimator not passing to the step function definition (JSON). Had to manually set it in json by editing the step function from console to make the training job work.

` "CheckpointConfig": {
"S3Uri": "s3://bucket_name/location/for/checkpoint/"
},`
S3Uri is taken from `checkpoint_s3_uri` right? but in my case this is not working. `CheckpointConfig `dictionary is not generated.

Thank you for taking a look at it.

Contributor guide

Open the contributing guide

Research direction

Start by tracing the TensorFlow estimator's checkpoint_s3_uri into the generated Step Functions JSON, focusing on CheckpointConfig and its S3Uri field. Done means the estimator-generated definition includes the expected CheckpointConfig and S3Uri so the training job works without manual console edits.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, python, tensorflow
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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