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ColossalReindeer77
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10 Questions, 54 Answers
  Active since 18 August 2023
  Last activity 2 years ago

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52 × Eureka!
0 Votes
11 Answers
2K Views
0 Votes 11 Answers 2K Views
Hello! I created a clearml.conf in my clearml server, then I added the S3 credentials under aws { s3 { region, key, secret } } and rebooted the server. Then,...
2 years ago
0 Votes
16 Answers
2K Views
0 Votes 16 Answers 2K Views
Hello! does anyone know how to do HPO when your parameters are in a Hydra configuration file? What is the correct way to do this (e.g declare the params for ...
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Hello, I am testing my Hidra/OmegaConf with ClearML and I have a general question. Why is it necessary to indicate that I want to edit the configuration (set...
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Hello. I am creating a ClearML server instance using the pre-built AMI (AWS). Other than the 8GB memory recommended, is there any recommendation for volume s...
2 years ago
0 Votes
7 Answers
2K Views
0 Votes 7 Answers 2K Views
2 years ago
0 Votes
8 Answers
2K Views
0 Votes 8 Answers 2K Views
Hi! I am setting up my first ClearML agent (EC2) connecting to my hosted ClearMLServer. I am at the step where I am granting the agent access to github. I am...
2 years ago
0 Votes
24 Answers
2K Views
0 Votes 24 Answers 2K Views
Also, not sure where to ask this question. I am following the instructions from here: None After the instance is created I can log in with ssh but h ttp://:8...
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
2 years ago
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
Hi good morning ☕ ️ I am running a torch experiment that runs correctly on an agent configured in pip mode. - when I change to poetry mode I get this error: ...
2 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Hi! I am wondering if there is a way to check which S3 is associated to which project once you have created them? I am looking at the mongo docker container ...
2 years ago
0 Hello! I Created A

Hey @<1593051292383580160:profile|SoreSparrow36> I am trying to test that if I delete a project the S3 storage gets also deleted. But I am not sure this is even a good assumption as I haven’t found anywhere what the expected/default behaviour is. Do you happen to know anything about this? Thanks.

2 years ago
0 Hello Everybody, I Have A Question About Saving Models. I Have A Train.Py Script To Train A Neural Network Using Pytorch. I Am Using Clearml Task For Experimenting Tracking And It Is Doing Very Well. However, I Realized That Clearml Is Saving My Model As

@<1547028031053238272:profile|MassiveGoldfish6> check this:

  • does your local clearml.conf should use use_credentials_chain:true ?
  • Do you have the needed AWS credentials in your local environment?
  • Do you have an S3 bucket as the storage for your project (did you set this up when you created the project)?
  • Do your local AWS credentials give you write access to that S3 bucket?
2 years ago
0 Hello! I Created A

thanks!

2 years ago
0 Hello! I Created A

interesting, where can I find more info? total noob here.

2 years ago
0 Hello! Does Anyone Know How To Do

Hi @<1523701205467926528:profile|AgitatedDove14> , I see _allow_omegaconf_edit_ under HYPERPARAMETERS > Hydra

2 years ago
0 Hello! Does Anyone Know How To Do

so if I want to refer to batch_size in my_hydra_config.yaml :

# dummy config file
trainer:
    params:
         batch_size: 32

do I pass this to the HyperParameterOptimizer as:

Hydra/trainer/params/batch_size ??

@<1523701205467926528:profile|AgitatedDove14> 👆 ? Thanks

2 years ago
0 Hello! Does Anyone Know How To Do

Will this work?

task.connect(OmegaConf.to_object(cfg))

assuming cfg is my Hydra dict

2 years ago
0 Hello! Does Anyone Know How To Do

@<1523701205467926528:profile|AgitatedDove14> Got the overrides working with Hydra/params.batch_size thank you 🙏

2 years ago
0 Also, Not Sure Where To Ask This Question. I Am Following The Instructions From Here:

Responding to my own question, in case someone else has the same issue. You have to edit the security group and enable TCP 8080.

I haven’t figure out the missing fileserver? :man-shrugging:

2 years ago
0 Also, Not Sure Where To Ask This Question. I Am Following The Instructions From Here:

so it looks like the server is there (docker ps), I can see the artifacts (web ui), but not sure where things are as per documentation there is no /mnt/fileserver (?)

2 years ago
2 years ago
0 Hi! I Am Wondering If There Is A Way To Check Which S3 Is Associated To Which Project Once You Have Created Them? I Am Looking At The Mongo Docker Container In My Clearml Server But There Should Be An Easier Way? Thanks.

Hi @<1523701087100473344:profile|SuccessfulKoala55> thanks for your response. What I mean is that in the Web UI when you are creating a project you have storage (S3) field at the bottom of the create project pop-up, where you enter the S3 bucket that you want to associate with the project. Now, the thing is, you can’t visualize that information after the project is created, anywhere in the UI, as far as I can tell. So, it would be great to be able to see the configured bucket somewhere in...

2 years ago
0 Hi! I Am Setting Up My First Clearml Agent (Ec2) Connecting To My Hosted Clearmlserver. I Am At The Step Where I Am Granting The Agent Access To Github. I Am Using Ssh Authentication, So I:

Hei @<1523701087100473344:profile|SuccessfulKoala55> it just worked. Maybe there was some github refresh delay … not sure but thanks anyways for the debug suggestion. 👍

2 years ago
0 Also, Not Sure Where To Ask This Question. I Am Following The Instructions From Here:

I can’t see anything under /mnt so no fileserver there (?)

2 years ago
0 Hi Good Morning

Also @<1619867994005966848:profile|HungryTurtle13> 👆

2 years ago
0 Hello! I Created A

for future reference: None

2 years ago
0 Hi! I Am Setting Up My First Clearml Agent (Ec2) Connecting To My Hosted Clearmlserver. I Am At The Step Where I Am Granting The Agent Access To Github. I Am Using Ssh Authentication, So I:

Hey @<1523701087100473344:profile|SuccessfulKoala55> just updating you here. I started from scratch, new EC2 instance, follow the installation step by step and the only change that I made was selecting rsa instead of ed255190 for the generation of the SSH key (as per github docs ), and now I my agent can connect consistently to GitHub. Just thought of p...

2 years ago
0 Hello, I Am Trying To Run A Task In An Ec2 Worker With The Respective Agent In Docker Mode. I Am Using A Custom Docker Image. The Agent Is Configured To Use Ssh Authentication To Checkout The Code From Github (And It Does Check It Out In Pip/Poetry Mode)

Hey @<1523701087100473344:profile|SuccessfulKoala55> I am not sure this is the case as the instance can checkout code in poetry/pip mode. This issue only happens if I try to run the agent in docker mode. I read in the docs that when you run the agent in docker mode the . ssh directory of the host is copied to the container under /root/.ssh so I have the theory that when I am building the custom docker image I don’t end up with a /root folder (?) I haven’t had the time to debug th...

2 years ago
0 Also, Not Sure Where To Ask This Question. I Am Following The Instructions From Here:

3fdcf5db64d allegroai/clearml:1.12.1-397 “/opt/clearml/wrappe…” 10 days ago Up 9 minutes 8008/tcp, 8080/tcp, 0.0.0.0:8081->8081/tcp, :::8081->8081/tcp clearml-fileserver

2 years ago
0 Hello! Does Anyone Know How To Do

Thanks @<1523701205467926528:profile|AgitatedDove14> happy to PR on the docs 😉

2 years ago
0 Hello, I Am Trying To Run A Task In An Ec2 Worker With The Respective Agent In Docker Mode. I Am Using A Custom Docker Image. The Agent Is Configured To Use Ssh Authentication To Checkout The Code From Github (And It Does Check It Out In Pip/Poetry Mode)

Hi @<1523701087100473344:profile|SuccessfulKoala55> thanks for your reply. Not sure where I can find more about the extra docker bash script that you mention… I would appreciate if you can point me in the right direction. Thanks.

2 years ago
0 Hi Good Morning

Hi @<1523701205467926528:profile|AgitatedDove14> thanks for your reply. I am seeing this is an issue with torch 2.0.1 because it does not install the needed cuda dependencies:

None
None

Adding this info here, in case anyone here has this issue. It looks like switching to torch 2.0.0 fixes the issue. I will update here after I test that. Thanks again 🙏

2 years ago
0 Hello, I Am Trying To Run A Task In An Ec2 Worker With The Respective Agent In Docker Mode. I Am Using A Custom Docker Image. The Agent Is Configured To Use Ssh Authentication To Checkout The Code From Github (And It Does Check It Out In Pip/Poetry Mode)

Update

I ran:

clearml-agent build --id <task-id> --docker <custom-docker> --log-level DEBUG --entry-point reuse_task

and got a similar problem:

Host key verification failed.
fatal: Could not read from remote repository.

Please make sure you have the correct access rights
and the repository exists.
error: Could not fetch origin
2 years ago
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