CrookedAlligator14

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Active since 10 January 2023

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If Using The Managed Clearml, Does The Server Receive Only Meta-Data, Or Is Underlying Data Also Accessible?

If using the managed ClearML, does the server receive only meta-data, or is underlying data also accessible?

clearml

2 years ago

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3 Answers

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Hi, I Just Started Using Clearml, And It Is Amazing! However I'Ve Run Into An Issue - I Have A Windows Machine Which I'Ve Setup As A Worker, With An Agent Running. I'Ve Thus Far Been Able To Run The Hello World Tasks And Have Also Set It Up To Store All D

Hi, I just started using clearml, and it is amazing! However I've run into an issue - I have a windows machine which I've setup as a worker, with an agent ru...

azure mlops

2 years ago

0 If Using The Managed Clearml, Does The Server Receive Only Meta-Data, Or Is Underlying Data Also Accessible?

But one thing that I am curious about is the Datasets section - does that also just show meta-data? Am I right in understanding that for the managed version of clearml to be completely free of storing any of my data that the file_server should be set to some other data source (e.g. S3)?

2 years ago

0 If Using The Managed Clearml, Does The Server Receive Only Meta-Data, Or Is Underlying Data Also Accessible?

Hi AgitatedDove14 , I've been using Prefect for some of my data ETL needs, and so my understanding might be colored by that. But essentially Prefect also has agents to run jobs on machines where the processes run (which seems to be exactly the same model as in ClearML), and this data is highly regulated data, so it must stay on the local machine and not "accidentally" make its way to the cloud or any unapproved server. So my question was aimed at understanding whether the managed version of ...

2 years ago

0 If Using The Managed Clearml, Does The Server Receive Only Meta-Data, Or Is Underlying Data Also Accessible?

The main difference that with ClearML the agents are running on Your machines (either local or on Your cloud account) the clearml-server does not actually have access to the data streaming through it.
Does that make sense ?

Yes

2 years ago

0 Hi, I Just Started Using Clearml, And It Is Amazing! However I'Ve Run Into An Issue - I Have A Windows Machine Which I'Ve Setup As A Worker, With An Agent Running. I'Ve Thus Far Been Able To Run The Hello World Tasks And Have Also Set It Up To Store All D

AgitatedDove14 - that fixed it! Thank you

2 years ago