Hi DangerousDragonfly8 , can you please elaborate on your use case? If you want only a single instance to exist at any time how do you expect to update it?
Let me play with it a bit and see if I can find more 🙂
Can you please provide a snippet of your implementation?
Hi @<1533619725983027200:profile|BattyHedgehong22> , can you please elaborate on this? Can you add a snippet that reproduces this?
Hi @<1874989039501709312:profile|LividDragonfly0> , podman is supported out of the box and is transparent, you can just run the agent with --docker command.
Hi @<1654294834359308288:profile|DistressedCentipede23> , do you mean completely circumventing that basic function of the agent and simply pointing it to a specific script/env?
@<1654294834359308288:profile|DistressedCentipede23> , can you please elaborate on the exact workflow you want to build?
Hi @<1820993257639776256:profile|DeepOwl31> , can you please elaborate on what your current setup is?
@<1718799873618219008:profile|FunnyPeacock68> , it appears that reading a yaml isn't supported. Currently only requirements.txt. I'd suggest opening a GitHub feature request for this capability!
Hi @<1718799873618219008:profile|FunnyPeacock68> , you can set this up in clearml.conf of the running agent
None
@<1601023807399661568:profile|PompousSpider11> , if you know it needs to be installed I guess you could even inject it as a bash script if running in docker mode or just have it already pre-installed. Regardless, clearml-agent will attempt to resolve torch installs.
Hi @<1578555761724755968:profile|GrievingKoala83> , please provide a standalone code snippet. I mean a single stand alone piece of code that I can just run without modifications, even imports
Hi SmugSnake6 , can you add a small snippet to reproduce?
Hi @<1696331935023894528:profile|BoredBee87> , role based access controls are available only in the Scale & Enterprise licenses. These licenses do support full on premise deployments. Besides role based access controls there are many other features available. I'd suggest contacting ClearML directly to hear about other options 🙂
ShinyLobster84 , Hi 🙂
What do you think if there was an api to retrieve all the scalars as tables. Do you think it would be useful?
@<1774245260931633152:profile|GloriousGoldfish63> , you can simply use Task.set_name - None
I think this is what you're looking for
MuddySquid7 , Yes! Reproduced like a charm. We're looking into it 🙂
You can try 🙂 Should work
Where is most of the data concentrated?
Hi @<1544853695869489152:profile|NonchalantOx99> , can you run that docker with the docker run command?
I tested how many resources ClearML consumes. The entire process of ClearML SDK consumes about 50mb of RAM memory on my side and it requires minimal amount of CPU.
Is it possible that your training steps are that inefficient?
Hi @<1617693654191706112:profile|HelpfulMosquito8> , can you please elaborate? Did you self deploy on Redshift? I don't think it really matters. What is the workflow you're trying to achieve?
ReassuredTiger98 , Hi 🙂
Which version of clearml-agent are you using? Do you get the same result if you manually kill the docker container by force?
I think you should monitor your tasks and see what's going on. Also an agent should be set up in a way that you know it will work and has all the required drivers etc..
Hi ApprehensiveSeahorse83 ,
Please try editing your Task.init() to the following Task.init(..., output_uri=True) please tell me if this helps 🙂
Hi SmugSnake6 , interesting point! Maybe open a Github issue to track this 🙂
Hi @<1523702932069945344:profile|CheerfulGorilla72> , it's possible. I see the web UI uses queues.move_task_to_front .
I suggest using the webUI as a reference together with developer tools 🙂
SoreDragonfly16 You can disable this with the following argument in task.init() - auto_connect_frameworks=False for example:task = Task.init(..., auto_connect_frameworks={'pytorch': False})You can refer to this documentation for further reading at this https://clear.ml/docs/latest/docs/references/sdk/task#taskinit 🙂
Also, you need to restart the agent between changes in the config
Hi @<1638712150060961792:profile|SilkyCrocodile89> , it looks like a connectivity issue. Are you trying to upload data to the files server? Can you share the full log?