[jira] [Created] (IGNITE-10288) [ML] Model inference

["Yury Babak (JIRA)" <ji...@apache.org>]

Yury Babak created IGNITE-10288:
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             Summary: [ML] Model inference
                 Key: IGNITE-10288
                 URL: https://issues.apache.org/jira/browse/IGNITE-10288
             Project: Ignite
          Issue Type: New Feature
          Components: ml
            Reporter: Yury Babak


We need a convenient API for model inference. The current idea is to utilize Service Grid for this purpose. We should have two options, first is deliver a model to any node(server or client) and infer this model on that node. The second approach is to pin a model to a specific server and infer model on that server, it could be useful in case if we need some specific hardware which we don't have at any server like a GPU or TPU.

So the first approach is suitable for lightweight models and the second approach is suitable for some complex models like Neural Networks.



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