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Q: Hello, I Am A Clearml Begineer, Can I Use Clearml Open-Source To Build Our Customized Platform? What Are The Limits Of Clearml While Building Mlops Platform?

Q: Hello, I am a ClearML begineer, Can I use ClearML Open-source to build our customized platform? What are the limits of ClearML while building MLOps Platform?

  
  
Posted 2 years ago
Votes Newest

Answers 30


It depends on what you use K8s for

  
  
Posted 2 years ago

Can you give me some advices?

  
  
Posted 2 years ago

run on dockers - i.e. execute your code inside of a docker image

  
  
Posted 2 years ago

Thank you

  
  
Posted 2 years ago

I feel ClearML is an end-to-end MLOps platform

  
  
Posted 2 years ago

I'm really confused when choosing a framework to build our end2end MLOps Platform.

  
  
Posted 2 years ago

I want to build end2end mlops platform, so i just use only clear-agent natanM?

  
  
Posted 2 years ago

Thank you

  
  
Posted 2 years ago

like docker or K8s?

  
  
Posted 2 years ago

It's a way to execute tasks remotely and even automate the entire process of data pre processing -> training -> output model 🙂
You can read more here:
https://github.com/allegroai/clearml-agent

  
  
Posted 2 years ago

Sorry

  
  
Posted 2 years ago

but you can use it with or without K8s

  
  
Posted 2 years ago

😄 Yes

  
  
Posted 2 years ago

I don't really understand about remote execution

  
  
Posted 2 years ago

That means I can use ClearML Agent instead of Kubernetes, right?

  
  
Posted 2 years ago

It means you can run your code on a different machine very very easily using ClearML 🙂

  
  
Posted 2 years ago

It can run dockers and it can run over K8s

  
  
Posted 2 years ago

clearml-agent is for orchestration - remote execution. clearml is the python package you need to install and add the magic lines of code:
https://github.com/allegroai/clearml

  
  
Posted 2 years ago

I really don't understand about orchestration

  
  
Posted 2 years ago

What's that mean? can you give me an example

  
  
Posted 2 years ago

can you explain simpler?

  
  
Posted 2 years ago

from data versioning, model serving, model experiment

  
  
Posted 2 years ago

And orchestration 🙂

  
  
Posted 2 years ago

I am not very familiar with KubeFlow but as far as I know it is mainly for orchestration whereas ClearML offers a full E2E solution 🙂

  
  
Posted 2 years ago

I would advise using ClearML 😄

  
  
Posted 2 years ago

I am thinking that ClearML Agent like K8s?

  
  
Posted 2 years ago

right?

  
  
Posted 2 years ago

but

  
  
Posted 2 years ago

I really like ClearML

  
  
Posted 2 years ago

I see two versions: clearml and clearml-agent

  
  
Posted 2 years ago
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