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JitteryCoyote63
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214 Questions, 1021 Answers
  Active since 10 January 2023
  Last activity 7 months ago

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979 × Eureka!
0 Votes
25 Answers
988 Views
0 Votes 25 Answers 988 Views
Hi, I have another problem πŸ˜… in one of my agent, one experiment started without torch using GPU. In the logs of the experiment shared below, we can see that...
4 years ago
0 Votes
30 Answers
1K Views
0 Votes 30 Answers 1K Views
Hi, I am getting the following errors in the experiments I am currently running: 2021-06-25 17:11:47,911 - clearml.Metrics - ERROR - Action failed <504/0: ev...
3 years ago
0 Votes
3 Answers
978 Views
0 Votes 3 Answers 978 Views
Hi quick question: does Task.connect_configuration support OmegaConf DictConfig objects? ie. Can I do: config = train_task.connect_configuration(OmegaConf.lo...
2 years ago
0 Votes
12 Answers
1K Views
0 Votes 12 Answers 1K Views
Hi there! Is there an easy way to retrieve the site-package directory that was created by an agent from inside a task? Eg. task = Task.init(...) task.add_req...
2 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi there, any plan/benefit to support virtualenv= 20 ?
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
Hi, I cannot manage to start trains-server 0.16 with the docker-compose file, the trains-elastic container fails with the following error:
4 years ago
0 Votes
7 Answers
1K Views
0 Votes 7 Answers 1K Views
Hi, I recently updated clearml-server to 1.7 and I am getting a lot of the following errors since today on any experiment (I didn't had this error before): 1...
2 years ago
0 Votes
20 Answers
1K Views
0 Votes 20 Answers 1K Views
Hello, I have an error while installing git dependencies of local package: So far I used task. update _requirements(“[.]“) with my local package referencing ...
3 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
2 years ago
0 Votes
15 Answers
1K Views
0 Votes 15 Answers 1K Views
Hi, how can I get the logs from the pytorch ignite early stopping handler to be logged in clearml?
3 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi, I have a question about https://clear.ml/docs/latest/docs/references/sdk/logger#report_scatter3d : Would it be possible to pass a matplotlib figure in 3d...
2 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Hi, a small bug (not really a bug) in the autoscaler: I have p3.2xlarge instances that take a long time to shutdown. With polling_interval_time_min=1 , the a...
3 years ago
0 Votes
5 Answers
918 Views
0 Votes 5 Answers 918 Views
Hey again 😁 I am migrating my trains-server to AWS and I would like now to have secure accounts (with password). But I don't want to loose the current users...
4 years ago
0 Votes
3 Answers
981 Views
0 Votes 3 Answers 981 Views
hi guys, is it possible to spin up two agents on one GPU? Something like trains-agent daemon --gpus 0 --queue default & trains-agent daemon --gpus 0 --queue ...
3 years ago
0 Votes
13 Answers
987 Views
0 Votes 13 Answers 987 Views
Hello, in the following context: controller_task = Task.init(...) # This will clone the parent task, enqueue and wait for finished status data_processing_tas...
4 years ago
0 Votes
1 Answers
997 Views
0 Votes 1 Answers 997 Views
Hi, I encounter the following bug with clearml 0.17.5rc2: When I start a task locally and that task raises cuda out of memory, the command returns but the pr...
3 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
How can I filter out archived tasks with Task.get_tasks?
3 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
3 years ago
0 Votes
2 Answers
649 Views
0 Votes 2 Answers 649 Views
Hi there, I have several experiments hanging/stuck in the middle or at the end of the training, with the last message logged being: train INFO: Engine run co...
7 months ago
0 Votes
2 Answers
975 Views
0 Votes 2 Answers 975 Views
Hi, how can I search an old experiment based on its commit hash?
one year ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Hi, I have a configuration file that I read and connect to my training tasks. I cannot use config = task.get_parameters_as_dict()["General"]["param"]["nested...
3 years ago
0 Votes
16 Answers
948 Views
0 Votes 16 Answers 948 Views
Hey, I have a problem with the following task: def main(args): config = yaml.load(open(args.config)) if __name__ == '__main__': parser = argparse.ArgumentPar...
4 years ago
0 Votes
10 Answers
1K Views
0 Votes 10 Answers 1K Views
Hi, I have a local package that I use to train my models. To start training, I have a script that calls task._update_requirements([".", "torch==1.11.0"]) . I...
2 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
4 years ago
0 Votes
17 Answers
1K Views
0 Votes 17 Answers 1K Views
Hello, I am trying to retrieve a simple dict artifact uploaded in a previous task with task.upload_artifact("my_dict", dict(foo="bar")) in a second task. I t...
4 years ago
0 Votes
1 Answers
916 Views
0 Votes 1 Answers 916 Views
Hi there, would it be possible to add some Neural Architecture Search example, as for the HyperParameter Optimizer examples?
3 years ago
0 Votes
30 Answers
983 Views
0 Votes 30 Answers 983 Views
Could you please explain a bit more how trains adapt the torch version depending on the installed cuda version? Here is my setup: cuda 102 installed and corr...
4 years ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
Hi, I encountered a bug on clearml-server 1.0.1: I tried to add in a project page a custom column in +HYPER PARAMETERS > Args > queue and got an error pop up...
3 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Hi, is it possible to start a clearml-agent (not in docker mode) on a machine with a gpu, but enforce the clearml-agent to not “see” the gpu? So that the exp...
3 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Congrats on the clearml-serving 0.9.0 release! I’ll try it for sure!
2 years ago
Show more results questions
0 Could You Please Explain A Bit More How Trains Adapt The Torch Version Depending On The Installed Cuda Version? Here Is My Setup:

That's why I suspected trains was installing a different version that the one I expected

4 years ago
0 Hi, I Just Updated Clearml-Server To 1.1.0 And Got The Following Error When Starting It With Docker-Compose:

Is it safe to turn off replication while a reindex operation is happening? the reindexing is rather slow and I am wondering if turning of replication will speed up the process

3 years ago
0 Hi Guys For The Aws Auto-Scaler I Need To Access Aws Ssm Or Create .Env File Locally When Using The Init Script. Has Anyone Done This?

I would probably leave it to the ClearML team to answer you, I am not using the UI app and for me it worked just well with different regions. Maybe check permissions of the key/secrets?

3 years ago
0 We Can’T Add Overview To The Subprojects (Btw Thank You So Much For Subprojects, This Is Probably The Best Feature Ever Introduced To Trains/Clearml). Is It Intended? When I Click Overview For The Subproject, It Just Shows An Empty Page Without Any Button

I have the same problem, but not only with subprojects, but for all the projects, I get this blank overview tab as shown in the screenshot. It only worked for one project, that I created one or two weeks ago under 0.17

3 years ago
0 Hey There, Is It Possible For A Clearml Pipeline Step To Log A Folder Instead Of Numpy/Pickle Objects? Looking At The Docs,

I guess I can have a workaround by passing the pipeline controller task id to the last step, so that the last step can download all the artifacts from the controller task.

2 years ago
4 years ago
0 Hi, I Would Like To Use Pytorch3D==0.5.0 With Torch==1.9.1 On Cuda Version 110, Locally It Works, But The Clearml Agent Fails Setting Up The Environment With The Following Error:

Hi AgitatedDove14 , Here is the full log.
Both python versions (local and remote) are python 3.6 Locally (macos), I get pytorch3d== (from versions: 0.0.1, 0.1.1, 0.2.0, 0.2.5, 0.3.0, 0.4.0, 0.5.0) Remotely (Ubuntu), I get (from versions: 0.0.1, 0.1.1, 0.2.0, 0.2.5, 0.3.0)So I guess it’s not related to clearml-agent really, rather pip that cannot find the proper wheel for ubuntu for latest versions of pytorch3d, right? If yes, is there a way to build the wheel on the remote machine...

3 years ago
0 Hi, In The Aws Autoscaler, Is It Possible To Specify Multiple Regions (Availability_Zone)? I Currently Use Eu-West-1A, And Would Like To Start Using Eu-West-1B And Eu-West-1C. I Tried Specifying A List In Availability_Zone Parameter, But Without Success:

yea I just realized that you would also need to specify different subnets, etc… not sure how easy it is 😞 But it would be very valuable, on-demand GPU instances are so hard to spin up nowadays in aws πŸ˜„

3 years ago
0 Hi There, Maybe This Was Already Asked But I Don'T Remember: Would It Be Possible To Have The Clearml-Agent Switch Between Docker Mode And Virtualenv Mode At Runtime, Depending On The Experiment

Yea so I assume that training my models using docker will be slightly slower so I'd like to avoid it. For the rest using docker is convenient

one year ago
0 Hey, What Is The Exact Difference Between

AgitatedDove14 I now tested with a real experiment, it works, but I saw two issues:
It first doesnt detect torch, downloads it but then says that it is already installed so it doesn't install it. One of the dependency of my repository is another repository (repo-2 in the logs). Both my repositories require numpy . When installing the first repository, it says Requirement already satisfied: numpy in /home/workeruser/.local/lib/python3.6/site-packages . Correct. But then it says `...

4 years ago
0 Hi, When I Use Task.Get_Logger().Report_Table, I Go The Ui After The Experiment Finishes And I Download The Table (Under Results > Plots), It Gives Me A Json File. How Can I Use It? It Seems To Follow A Structure Specific To Clearml, How Can I For Example

I am doing:
try: score = get_score_for_task(subtask) except: score = pd.NA finally: df_scores = df_scores.append(dict(task=subtask.id, score=score, ignore_index=True) task.upload_artifact("metric_summary", df_scores)

3 years ago
0 Hi, In One Of My Agents With Cuda Version: 11.1 (From Nvidia-Smi), Clearml Agent 0.17.1 Detects Version 100 (I Can See From Experiments Logs:

Interesting idea! (I assume for reporting only, not configuration)

Yes for reporting only - Also to understand which version is used by the agent to define the torch wheel downloaded

regrading the cuda check with

nvcc

, I'm not saying this is a perfect solution, I just mentioned that this is how this is currently done.
I'm actually not sure if there is an easy way to get it from nvidia-smi interface, worth checking though ...

Ok, but when nvcc is not ava...

3 years ago
0 Hi, I Just Updated Clearml-Server To 1.1.0 And Got The Following Error When Starting It With Docker-Compose:

should I try to roll back to clearml-server 1.0.2? I am very anxious now…

3 years ago
4 years ago
0 Got Some Errors While Running Migration Script From Es5 To Es7:

AppetizingMouse58 After some thoughts, we decided to install from scratch 0.16, with no data migration, because we believe this was an edge case not worth spending efforts on. Thank you very much for your help there, very appreciated. You guys rock! πŸ™‚

4 years ago
0 Hi, I Have An Error With Clearml-Agent 1.5.1 When Importing Tensorflow 2.10

Actually was not related to clearml, the higher level error causing this one was (somewhere in the stack trace): RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd -> wrong numpy version

one year ago
0 Hi, I Have A Local Package That I Use To Train My Models. To Start Training, I Have A Script That Calls

that would work for pytorch and clearml yes, but what about my local package?

2 years ago
0 Hi, I Would Like To Switch From The Elastic-Search Service In The Docker-Compose Of The Clearml-Server To An Externally Managed, Scalable Elastic-Search Cluster. I Have Two Questions:

SuccessfulKoala55 I was able to recreate the indices in the new ES cluster. I specified number_of_shards: 4 for the events-log-d1bd92a3b039400cbafc60a7a5b1e52b index. I then copied the documents from the old ES using the _reindex API. The index is 7.5Gb on one shard.
Now I see that this index on the new ES cluster is ~19.4Gb πŸ€” The index is divided into the 4 shards, but each shard is between 4.7Gb and 5Gb!
I was expecting to have the same index size as in the previous e...

3 years ago
0 Hi, I Am Giving Another Try To Clearml-Session And I Am Blocked At The Current Error Shown When The Cli Try To Establish The Tunneling:

sorry, the clearml-session. The error is the one I shared at the beginning of this thread

2 years ago
0 Hi, I Am Giving Another Try To Clearml-Session And I Am Blocked At The Current Error Shown When The Cli Try To Establish The Tunneling:

I understand, but then why the docker mode is an option of the CLI if we always have to use it so that it works?

2 years ago
0 Hi, I Just Updated Clearml-Server To 1.1.0 And Got The Following Error When Starting It With Docker-Compose:

I reindexed only the logs to a new index afterwards, I am now doing the same with the metrics since they cannot be displayed in the UI because of their wrong dynamic mappings

3 years ago
0 Hi, I Have A Local Package That I Use To Train My Models. To Start Training, I Have A Script That Calls

Sure! Here are the relevant parts:
` ...
Current configuration (clearml_agent v1.2.3, location: /tmp/.clearml_agent.3m6hdm1_.cfg):

...
agent.python_binary =
agent.package_manager.type = pip
agent.package_manager.pip_version = ==20.2.3
agent.package_manager.system_site_packages = false
agent.package_manager.force_upgrade = false
agent.package_manager.conda_channels.0 = pytorch
agent.package_manager.conda_channels.1 = conda-forge
agent.package_manager.conda_channels.2 ...

2 years ago
0 Hi, I Just Updated Clearml Server 1.0 Using

Thanks for the help SuccessfulKoala55 , the problem was solved by updating the docker-compose file to the latest version in the repo: https://github.com/allegroai/clearml-server/blob/master/docker/docker-compose.yml
Make sure to do docker-compose down & docker-compose up -d afterwards, and not docker-compose restart

3 years ago
0 Hi, I Have A Local Package That I Use To Train My Models. To Start Training, I Have A Script That Calls

Hi NonchalantHedgehong19 , thanks for the hint! what should be the content of the requirement file then? Can I specify my local package inside? how?

2 years ago
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