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Forum Posts

fa
by New Contributor III
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  • 2 replies
  • 5 kudos

How can I view the storage space taken by a registered model using MLFlow?

The information viewed about the registered models on the Models tab is very minimal. Just showing the tags we pass in and version information. How can I get more details about the model such as the size on disk?

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Latest Reply
Octavian1
Contributor
  • 5 kudos

Hi,I have used the MLFlow client, but I am not sure where to find the size of the model image.The response to client.search_registered_models() I am getting is the following:<RegisteredModel: aliases={}, creation_timestamp=17061..., description='', l...

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anvil
by New Contributor II
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  • 1 replies
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How far does model size and lag impact distributed inference ?

Hello !I was wondering how impactful a model's size of inference lag was in a distributed manner.With tools like Pandas Iterator UDFs or mlflow.pyfunc.spark_udf() we can make it so models are loaded only once per worker, so I would tend to say that m...

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Latest Reply
youssefmrini
Honored Contributor III
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Your assumption that minimizing inference lag is more important than minimizing the size of the model in a distributed setting is generally correct.In a distributed environment, models are typically loaded once per worker, as you mentioned, which mea...

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