sk3145
sk3145

Reputation: 174

Automate AI-Platforms model deployment using pipelines on GCP

I have some models running in AI-Platforms under GCP which are serving predictions without a problem. Now I am trying to automate this deployment process using kubernets pipelines so that model version gets updated periodically. I tried to create some pipelines using available samples but non of these are for AI platforms. The training of the model has been handled by AI-Platform Jobs with following parameters:

Trained model are being created parodically and are being saved in buckets.
How can I automate this deployment process using pipelines. If there is another alternative approach for this automation, I would like to try it as well.

Upvotes: 1

Views: 102

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