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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