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AlertBlackbird30
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13 Questions, 92 Answers
  Active since 10 January 2023
  Last activity one year ago

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6 × Eureka!
0 Votes
0 Answers
594 Views
0 Votes 0 Answers 594 Views
The ClearML Ops end to end on Pipelines is currently under way here https://gtc21.event.nvidia.com/media/1_477hq95y
3 years ago
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4 Answers
556 Views
0 Votes 4 Answers 556 Views
Hello (yes, I did use the everyone button/tag, sorry!), please join us in welcoming ClearML 1.0. The community hosted server was quietly updated over the wee...
3 years ago
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9 Answers
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0 Votes 9 Answers 606 Views
For any early adopters, who also want to give us feedback - both good and bad, please feel free to try the clearml-serving beta https://pypi.org/project/clea...
3 years ago
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Howdy and Good morning anyone who is 🙂 We have an upcoming live Q&A with our lead engineer today at 1pm EDT. If you have ever wanted a peek into the minds b...
3 years ago
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618 Views
0 Votes 0 Answers 618 Views
I am new here, so, I apologize in advance if this annoys people but, if you could spare a few seconds, then please tell us how you first heard about ClearML/...
3 years ago
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626 Views
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ClearML v1.0.1 is available on github. Mostly a few bug fixes but the low-down is over here ; https://github.com/allegroai/clearml-server/releases/tag/1.0.1
3 years ago
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0 Votes 6 Answers 653 Views
Announcing ClearML 0.17.5 Features Improve Datasets support Reporting and Plotly improvements Add force_download argument (special shout out to JitteryCoyote...
3 years ago
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0 Votes 0 Answers 671 Views
3 years ago
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CTO is currently talking about ClearML and it's reason d'etre here ; https://gtc21.event.nvidia.com/media/1_yp84hx7v (signup required but an NVidia account s...
3 years ago
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0 Votes 5 Answers 625 Views
Greetings and hello . If I may have a few seconds of your time, I would love to draw your attention to the updated ClearML homepage (at https://clear.ml 🙂 ....
2 years ago
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As someone much smarter than me noted.. in our small community we have reached 500 users this morning. It's a small milestone but nothing wrong with celebrat...
3 years ago
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3 years ago
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Also, did you enjoy our talk and workshop? Do you have any questions? Join our LIVE Q&A livestream session to answer all your MLOps questions! We are going l...
3 years ago
0 Hi All, Is There A Way To Schedule The Tasks From The Queue Onto The Gpu Instances Based On Factors Such As Gpu Utilisation, Number Of Cpu Cores Present, Free Memory Or Custom Parameters Such As Priority Of The Task, Estimated Time Etc?

I would think that a combination of kubernetes (I believe the preferred way to support multiple users at once, but open to being wrong) and individual queue's is probably the solution here.

for example; in kubernetes you could setup an agent to listen to bob-queue and another agent to listen to alice-queue. In the kubernetes dashboard you could assign a certain amount of cpu/memory and if using taints, gpu or not.

3 years ago
0 Has Anyone Gotten This Error Before:

I swear, I literally made this point in my zettelkasten
- demonstration/walkthrough/first steps - would require people to register for theseso I definitely think the demo/first steps is a great idea 👍

3 years ago
0 Hi, I Shifted My Clearml Setup To An On-Premise Disconnected Env, Which Has A Pip Repo Setup. I Noted This Warning,

I agree with Martin.B, it appears to be a CUDA mismatch. The version of torch is trying to use cuda 10.2 but you have
agent.default_docker.image = nvidia/cuda:10.1-runtime-ubuntu18.04that should probably be
agent.default_docker.image = nvidia/cuda:10.2-runtime-ubuntu18.04

3 years ago
0 General Open Question.... I'M Wondering If People Can Share Learning Experience With Clearml. Ie. When You Were Going Down This Path, What Was Easy/Hard, What Did (Not) Work, Did Expectations Measure Up To Reality?

Evening Geoffrey, sorry for getting to this later in the day, I have been rather swamped today. All good though, all good.

What you raise is a good question. A very good question.

One of things that we have been thinking of around these parts is doing deep dives and interviews with users on how they came to ClearML, what setup they are using, key technologies and languages. In short, a sort of interview which will lead to a recipe book in the spirit of cooking (I would say CookBook but I th...

3 years ago
0 General Open Question.... I'M Wondering If People Can Share Learning Experience With Clearml. Ie. When You Were Going Down This Path, What Was Easy/Hard, What Did (Not) Work, Did Expectations Measure Up To Reality?

I also want to stress that these don't need to be happy-path interviews/results, although those are infinitely nicer to do 🙂 So I hear you with also noting what does not work as much as what did 👍

3 years ago
0 Hey, So We Noticed The

Hey there waves

Not sure about plans to automate this in the future, as this is more how docker behaves and not really clearml, especially with the overlay2 filesystem. The biggest offender usually is your json logfiles. have a look in /var/lib/docker/containers/ for *.log

assuming this IS the case, you can tell docker to only log upto a max-size .. I have mine set to 100m or some such

3 years ago
0 Feature Request: Group Series In The Plots Section Like In The Scalars Section. I'D Like To Group Pr Curves From Different Iterations. That'S It

loving it .. thanks for the suggestion.. I am trying to build up a roadmap, so thank you for the idea

3 years ago
0 Did Someone Here Already Try The

Never a problem Tim.. although it does prompt me to try and figure out a/b model testing myself ... I see everything as a "potential blog post" 😄 😄

3 years ago
0 Did Someone Here Already Try The

Stupid question Tim (and I understand that maybe your code is under NDA etc but) can you show the python code that you need to a/b against ?

3 years ago
0 Hey, So We Noticed The

so yes indeedly ..

sudo find /var/lib/ -type d -exec du -s -x -h {} \; | grep G | more

seems to give saner results.. of course, in your case, you may also want to grep M for megabyte

3 years ago
0 Hey, So We Noticed The

Howdy and Morning @<1687643893996195840:profile|RoundCat60> .. docker when using overlay2 doesn't have it's mount points show up in a 'df' btw, they will only appear in a 'df -a', mostly because since they are simply 'overlays', they don't (technically) consume any space (I mean, the files are still in the /var/lib but not for the space counting practices used by df)

this is why I was suggesting a find, maybe with a 'du' .. actually.. let me try that here.. 2s

3 years ago
0 Hey, So We Noticed The

hey @<1687643893996195840:profile|RoundCat60> .. did you ever get the problem sorted ?

3 years ago
3 years ago
0 Hey, So We Noticed The

hhrrmm.. in the initial problem, you mentioned that the /var/lib/docker/overlay2 was growing large in size.. but.. 4GB seems "fine" for docker images.. I wonder .. does your nvme0n1p1 ever report like 85% or 90% used or do you think that the 4GB is a lot ? when you restart the server, does the % used noticeably drop ? that would suggest tmp files inside the docker image itself which.. is possible with docker (weird but, possible)

3 years ago
0 The Histograms I Plot With Matplotlib Look Different On Clearml Compared To The Original Plots, How Can I Make Them Look The Same?

I may have to let someone with more know-how on the histogram and graphing answer if there is anyway to change graph layout though

3 years ago
0 Hi Clear Ml Community, I’M Interested In Technical Deep Dive Of Clear Ml Feature Store. I Know This Is An Enterprise Offering, But Would Be Good To See Future Perspective Of Enterprise Package On At Least A Level Of Architecture Of Fs. Thanks!

Hey Slava, I don't mean to be "that guy" but, I am interested in what do you think a feature store means/implies/should do. The term is still (to my mind) very open to interpretation.. so I would honestly love to hear from you (and others)

The enterprise feature store we have should probably be more named as "data store but with advanced search/update capabilities" but.. that's not as nice sounding.

If you mean feature store as 'data ingestion via a DSL with type checking' then this is no...

3 years ago
3 years ago
0 Hi Clear Ml Community, I’M Interested In Technical Deep Dive Of Clear Ml Feature Store. I Know This Is An Enterprise Offering, But Would Be Good To See Future Perspective Of Enterprise Package On At Least A Level Of Architecture Of Fs. Thanks!

honestly, I don't think the feature store we have would suit your needs. It is much closer to a data store in functionality with some nice to haves, rather than a feature store that is missing some bits.
Personally, I have used Feast before with a client, but only because it's a "pip install" to get it into place. It's a much lower barrier to entry than most of the others (again, bear in mind, I am a pythonista)

3 years ago
0 Hi I Have Another Question: I Run The Following Line With Allegro: Assert Os.Path.Exists("Path") This Path Does Not Exist. How Is It Possible To Have Access To Folders Outside The Git Repo?

understand. Are you comfortable with docker ? If so, I would probably suggest doing a docker run -it <identifier> bash and seeing if that folder does, indeed, exist in the docker image

3 years ago
0 If I Have A Dataset And I Process It And I Want The Processed Data As Another Dataset, Is Parent The Right Approach?

There will be a roadmap for the community up and on the blog this Monday.. It may not be as detailed as you would like but I am always happy to yak about specific requests 👍 👍

3 years ago
0 Oh Also, May I Inquire About The Clearml Professional And Enterprise Pricing?

The takeaway from the pricing page, I think, is that clearml is free as in speech. If you want super duper support that may cost $ but the folks in the community here do an awesome job in the meantime.

3 years ago
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