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zak-hassan avatar zak-hassan commented on May 31, 2024

Everything required for training can be a separate pod and everything required for inference could be a separate pod.

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vpavlin avatar vpavlin commented on May 31, 2024

Yeah, that makes sense. From the implementation point of view, I would suggest to extend

https://github.com/AICoE/log-anomaly-detector/blob/master/anomaly_detector/model/base_model.py#L30

and store to S3 automatically if configuration (S3 endpoint, secret key, key id and bucket/path) is provided

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zak-hassan avatar zak-hassan commented on May 31, 2024

Thanks. Yes good idea.

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zak-hassan avatar zak-hassan commented on May 31, 2024

We have already included code to store into s3 in the mean time currently we have ceph s3 pvc's already setup.

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zak-hassan avatar zak-hassan commented on May 31, 2024

This is done we can close this.

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