ML Engine: Access Prediction Logs

Question

I'd like to access prediction logs for my model hosted on ML Engine. I've looked at this answer:

Exit code non-zero and unable to see output logs

and I have the StackDriver logging API enabled. How would I access the logs generated for each model prediction?

Thanks!

rhaertel80 rhaertel80 · Accepted Answer · 2018-08-20T17:55:29

Currently, the logs that are produced contain metadata, Apache-log style (e.g. timestamp, some latency information, etc.). They do not contain the requests (inputs) or responses (predictions). To enable these logs, see the docs:

https://cloud.google.com/ml-engine/docs/tensorflow/prediction-overview#prediction_logging

If you're interested in logging the request and responses, we're currently gathering information and would love to hear about your requirements. Please reach out to [email protected] and we'll ask you a few questions.

ML Engine: Access Prediction Logs

1 Answers