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ExasperatedCrab78
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2 Questions, 221 Answers
  Active since 10 January 2023
  Last activity one year ago

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2 × Eureka!
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A little something else: Using ClearML, an OAK-1 AI camera and a raspberry pi to create a pushup counter that locks my PC every hour and only unlocks again w...
2 years ago
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We're working on ClearML serving right now and are very interested in what you all are searching for in a serving engine, so we can make the best serving eng...
2 years ago
0 We Have A Use Case Where An Experiment Consists Of Multiple Docker Containers. For Example, One Container Works On Cpu Machine, Preprocesses Images And Puts Them Into Queue. The Second One (Main One) Resides On Gpu Machine, Reads Tensors And Targets From

Pipelines! 😄

ClearML allows you to create pipelines, with each step either being created from code or from pre-existing tasks. Each task btw. can have a custom docker container assigned that it should be run inside of, so it should fit nicely with your workflow!

Youtube videos:
https://www.youtube.com/watch?v=prZ_eiv_y3c
https://www.youtube.com/watch?v=UVBk337xzZo

Relevant Documentation:
https://clear.ml/docs/latest/docs/pipelines/

Custom docker container per task:
https://...

one year ago
2 years ago
0 Hi Guys, I'M Currently Work With Clearml-Serving For Deployment Of My Model, But I Have Few Questions And Errors: 1. In The Preprocess Class, I Need To Get Some Value That I Got From Training Process For Example, In My Time Series Anomaly Detection I Save

Hi William!

1 So if I understand correctly, you want to get an artifact from another task into your preprocessing.

You can do this using the Task.get_task() call. So imagine your anomaly detection task is called anomaly_detection it produces an artifact called my_anomaly_artifact and is located in the my_project project you can do:
` from clearml import Task

anomaly_task = Task.get_task(project_name='my_project', task_name='anomaly_detection')
treshold = anomaly_ta...

2 years ago
0 Side Note For Documentation,

I've passed it through, we'll update the docs, thanks!!

one year ago
0 Hey, Is There An Easy Way To Retrieve The Code Used To Run An Experiment? Without Recreating The Whole Environment Etc. The Problem: I Have Ran A

If you didn't use git, then clearML saves your .py script completely in the uncommited changes section like you say. You should be able to just copy paste it to get the code. In what format are your uncommited changes logged? Can you paste a screenshot or paste the contents of uncommitted changes ?

2 years ago
0 Hi! What Is The Recommended Way To Automatically Merge Multiple Updates Of A Dataset That Happen Asynchronously?

In order to prevent these kinds of collisions it's always necessary to provide a parent dataset ID at creation time, so it's very clear which dataset and updated one is based on. If multiple of them happen at the same time, they won't know of each other and both use the same dataset as the parent. This will lead to 2 new versions based on the same parent dataset, but not sharing data with each other. If that happens, you could create a 3rd dataset (potentially automatically) that can have bot...

one year ago
0 Hi All, I'M Having Some Issues With Syncing Modified Files Using

Hi LackadaisicalDove24 !

Does this happen with every csv file? If so, I can reproduce it to check if it is a bug 🙂

one year ago
0 Hello

Can you run

ls -la /opt/clearml

and paste the results here?

one year ago
0 Hello Again, I Would Like To Ask You If Something Like This Is Possible In Clearml (See Screenshot)? For Each Experiment (

Hi! Have you tried adding custom metrics to the experiment table itself? You can add any scalar as a column in the experiment list, it does not have color formatting, but it might be more like what you want in contrast to the compare functionality 🙂

2 years ago
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