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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 6 months ago

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25 × Eureka!
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4 years ago
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4 years ago
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Gals, Guys & :robot_face: , if you want to checkout the Hyper-Parameters automation (Using Bayesian Optimization Hyper-Band) We have an example on the demo s...
4 years ago
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991 Views
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4 years ago
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New releases: pip install trains==0.13.3https://github.com/allegroai/trains/releases/tag/0.13.3 pip install trains-agent==0.13.2https://github.com/allegroai/...
4 years ago
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https://m.facebook.com/story.php?story_fbid=2484620658505570&id=1620822758218702&refid=52&tn=-R
4 years ago
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0 Votes 1 Answers 980 Views
Quick note: v1.3.1 caused PipelineDecorator Tasks to by default disable the automagic frameworks connection, this bug is solved in the latest RC pip install ...
2 years ago
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Hi
Hi ClearML v0.17.1 and ClearML-Agent v0.17.0 are now the official packages & repositories πŸŽ‰ 🎊 πŸ‘‹ πŸ›€οΈ This new name brings on many changes, mainly replace a...
3 years ago
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I would guess connectivity issues, the TLS is probably python inaccurate response (I mean in a way, it is also a TLS error, but I would imagine this has more...
4 years ago
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Hi Guys! I have great news, we finally fully implemented support for continuing previously trained models πŸŽ‰ Here is a quick example (this is torch, but any ...
4 years ago
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4 years ago
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New video is out πŸ™‚ Cloud Autoscalers are awesome https://www.youtube.com/watch?v=j4XVMAaUt3E
2 years ago
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🎊 🍾 Happy new year ! πŸŽ† πŸŽ‡ We wanted to thank you all for the great feedback, contribution and general support you guys give us. It is truly fulfilling to ...
3 years ago
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YummyWhale40 you are saying the example code is not working when running with the demo server? Also I think I was able to view your experiment on the demo se...
4 years ago
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3 years ago
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Gals, Guys & :robot_face: If you want to get some inspiration on building DL Continuous Integration pipelines, I suggest this post (obviously built on top of...
4 years ago
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0 Votes 10 Answers 494 Views
Happy Friday everyone ! We have a new repo release we would love to get your feedback on πŸš€ πŸŽ‰ Finally easy FRACTIONAL GPU on any NVIDIA GPU 🎊 Run our nvidi...
8 months ago
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Hi
Hi ! ClearML Server + SDK v1.9.0 is out! πŸŽ‰ πŸš€ 🎊 Happy Holidays and Happy New Year! ❇️ πŸŽ‡ πŸŽ„
one year ago
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Hi
Hi ! trains 0.16.2 is finally out with the new pipelines interface! Check out the new example https://github.com/allegroai/trains/blob/master/examples/pipeli...
4 years ago
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Hi
Hi , v0.15 is out, πŸŽ‰ πŸš€ Your feedback had a major influence on the features we added πŸ™‚ thank you! A selected list of features: Column resizing / ordering /...
4 years ago
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New RC for trains-agent is out pip install trains-agent==0.13.2rc1
4 years ago
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Hello Everyone!
4 years ago
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docs are up
4 years ago
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2 years ago
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Hi
Hi :robot_face: , humans We have the new documentation site up and running πŸŽ‰ None 🎊 This is still a work in progress, so we keep the previous version alive...
3 years ago
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πŸ™ Please skip cleaml python package v1.0.1 and just move on to v1.0.2 😊 apologies for the inconvenience πŸ™‚ pip install clearml==1.0.2
3 years ago
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3 years ago
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Is you server using https ?!
4 years ago
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4 years ago
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Slack security ... Go figure πŸ˜‰
4 years ago
Show more results questions
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

Last but not least - can I cancel the offline zip creation if I'm not interested in it

you can override with OS environment, would that work?

Or well, because it's not geared for tests, I'm just encountering weird shit. Just calling

task.close()

takes a long time

It actually zips the entire offline folder so you can later upload it. Maybe we can disable that part?!

` # generate the script section
script = (
"fr...

2 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

mostly by using

Task.create

instead of

Task.init

.

UnevenDolphin73 , now I'm confused , Task.create is Not meant to be used as a replacement for Task.init, this is so you can manually create an Additional Task (not the current process Task). How are you using it ?

Regarding the second - I'm not doing anything per se. I'm running in offline mode and I'm trying to create a dataset, and this is the error I get...

I think the main thing we need to...

2 years ago
0 Hi! I Am Researching Different Mlops Libraries / Platforms. I Don'T Want To Use Platform As A Service Solutions. Could You Suggest Me What Are The Main Differences Between Clearml And Mlflow? What Are Advantages Of Using Clearml?

Hi RoundMosquito25
This is a bit old but probably a good start:
https://clear.ml/blog/stacking-up-against-the-competition/
tl;dr
ClearML advantages (at least a few I can think of)
Scales way better Enables out of the box experiment orchestration (i.e. remote execution etc) Data management Nicer UI Full RestAPI Full MLops platform Model serving Query-able model repositoryProbably more πŸ™‚

2 years ago
0 Hello! Something With A Very Long Running

SpicyCrab51 you can change the task to complete, it is just a state change nothing will actually change other than the status. Task.get_task(pass_dataset_id_here).mark_complete()

2 years ago
0 Hello! Something With A Very Long Running

Hi SpicyCrab51 ,
Hmm, how exactly is the Dataset opened?
If the Dataset object is alive for 30h it will keep the dataset alive, why isn't it being closed ?

2 years ago
0 Hi, I'M Getting A Lot Of The Following Logs

I'll see what I can do πŸ™‚

4 years ago
0 Hi Im Getting This Error And I Have No Idea How To Solve It, Please Help

Question - why is this the expected behavior?

It is πŸ™‚ I mean the original python version is stored, but pip does not support replacing python version. It is doable with conda, but than you have to use conda for everything...

2 years ago
0 Hi There, I Used

JitteryCoyote63 Are you calling clearml-task with --skip-task-init ?

2 years ago
0 I Am Using Pipeline From Decorators. In The Pipeline, There Is A Training Step That Returns A Model (I Want This Model To Also Be Uploaded As An Artifact On Clearml). But This Results In The Following Error:

Hi DilapidatedCow43
I'm assuming the returned object cannot be pickled (which is ClearML's way of serializing it)
You can upload it as a model with
` uploaded_model_url = Task.current_task().update_output_model(model_path="/path/to/local/model")

...
return uploaded_model_url `wdyt?

one year ago
2 years ago
0 Hi There, I Used

I remember there were some issues with it ...

I hope not 😞 Anyhow the only thing that does matter is the auto_connect arguments (meaning if you want to disable some, you should pass them when calling Task.init)

2 years ago
0 Hi There, I Used

JitteryCoyote63 I think I found the bug in clearml-task it adds it at the end instead of before everything else

2 years ago
0 I Originally Posted In

I have made a PR request.

Thanks you!!! πŸŽ‰ we will merge shortly πŸ™‚

2 years ago
0 Hi, How Can I Change The Project.Default_Output_Destination? I Tried Setting It To None But It Is Not Updated

Hi JitteryCoyote63

I change the project.default_output_destination? I tried setting it to None but it is not updated

How did yo try to change it? and where do you see the effect ?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

Thanks SparklingHedgehong28
So I think I'm missing information on what you call "Instance protection" ?
You mean like respining spot instances ? or is it away to review the performance of AWS ASG (i.e. like a watchdog of a sort) ?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

Hi SparklingHedgehong28
What would be the use for "end of docker hook" ? is this like an abort callback? completion ?

instance protection

Do you mean like when instance just died (line spot in AWS) ?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

SparklingHedgehong28 this is actually quite cool! Still not sure why not just use the built in autoscaler https://github.com/allegroai/clearml/tree/master/examples/services/aws-autoscaler , but it is a really cool usage of ASG 🀩

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

Okay that kind of makes sense, now my followup question is how are you using the ASG? I mean the clearml autoscaler does not use it, so I just wonder on what the big picture, before we solve this little annoyance πŸ™‚

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

So this should be easier to implement, and would probably be safer.
You can basically query all the workers (i.e. agents) and check if they are running a Task, then if they are not (for a while) remove the "protection flag"
wdyt?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

Hmm, so this is kind of a hack for ClearML AWS autoscaling ?
and every instance is running an agent? or a single Task?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

Lambda’s are designed to be short-lived, I don’t think it’s a fine idea to run it in a loop TBH.

Yeah, you are right, but maybe it would be fine to launch, have the lambda run for 30-60sec (i.e. checking idle time for 1 min, stateless, only keeping track inside the execution context) then take it down)
What I'm trying to solve here, is (1) quick way to understand if the agent is actually idling or just between Tasks (2) still avoid having the "idle watchdog" short lived, to that it can...

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

And maybe adding idle time spent without a job to API is not that a bad idea πŸ˜‰
yes, adding that to the feature list πŸ™‚

What if I write the last active state in an instance tag? This could be a solution…

I love this hack, yes this should just work.
BTW: if you lambda is a for loop that is constantly checking there is no need to actually store "last idle timestamp check as tag", no?

2 years ago
0 Hello! I’M Wondering If There Is An Option To Run A Termination Hook Script

A single query will return if the agent is running anything, and for how long, but I do not think you can get the idle time ...

2 years ago
0 Hi, I Am Try To Use Taskscheduler As Cronjob, I Want My Task Running Every 2.40 Am Utc Everyday,

Hi @<1523701260895653888:profile|QuaintJellyfish58>
Based on the docs
None
I think this should have worked, are you running the actual task_scheduler on yout machine? on the services queue ? what's the console output you see there ?

one year ago
0 Is There Any Reason Why Doing The Following Is Not Possible? Am I Doing It Right? I Want To Run A Pipeline With Different Parameters But I Get The Following Error?

Right! I just noticed that! this is odd... and yes defiantly has something to do with the multi pipeline executed on the agent, I think I know what to look for ...
(just making sure (again), running_locally produced exactly what we were expecting, is that correct?)

2 years ago
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