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SubstantialElk6
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117 Questions, 310 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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282 × Eureka!
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Thought i would share this. Something to think about over the new year. 🙂 https://www.thoughtworks.com/content/dam/thoughtworks/documents/whitepaper/tw_whit...
3 years ago
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3 Answers
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Hi, I've multiple tasks setup in a complex pipeline. How can I; Define prior to running the pipeline, which tasks to be running on which remote queue using w...
3 years ago
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17 Answers
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Hi I'm using clearml datasets. How do I tell from the ClearML UI which datasets version am I using?
4 years ago
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4 years ago
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4 years ago
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Hi, i notice a new behavuour with clearml-agent=1.1.0. When it is installing the packages i nrequirements.txt, it failed with. clearml_agent: ERROR: HTTPSCOn...
4 years ago
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Just wondering, why aren't you guys getting yourselves known in GTC?
4 years ago
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Hi Can i ask how ClearML support distributed training via K8SGlue? Kubeflow Operator support distributed training on Kubernetes cluster, managing the pods se...
11 months ago
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2 Answers
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Hi, we have been using ClearML in our development environment to train our models and benchmarking them. I was wondering what is ClearML's role in transition...
4 years ago
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5 Answers
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Hi, how might i use the SDK to pull parameters of the agent's clearml.conf into my code during runtime? For example, if i wish to pull the configuration for ...
4 years ago
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3 years ago
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Hi, i was trying out the steps on this ( https://github.com/allegroai/clearml/blob/master/docs/clearml-task.md ) and encountered the following error. Environ...
4 years ago
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Hi. For the experiment scalar tab, there's a gpu resource graph. The gpu mem used is in percentage, is it possible to display as absolute GB instead? Reason ...
2 years ago
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Hi, would you have a working example on this?
4 years ago
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4 years ago
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Hi, I started my agent using. clearml-agent daemon --gpus 0 --queue gpu --docker --foreground, with the following parameters in clearml.conf. default_docker:...
4 years ago
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Hi, I've a few questions on clearml-session. We will be running some GUI applications so is it possible to forward the GUI to the clearml-session? We have a ...
4 years ago
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Hi, we are encountering an increasing number of cases where it takes quite a while before actual training (GPU utilisation) can be done. After observing, thi...
2 years ago
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30 Answers
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Hi, i'm getting this long error when running task.execute_remotely(queue_name="1gpu", exit_process=True) . I also notices an error Failed to fetching activit...
4 years ago
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Hi, i was using the K8S Glue and it worked fine on one project but didn't work on another. At the point just before a git clone was executed, i get the error...
4 years ago
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Hi, i was running my agent and had a few scripts for agent.extra_docker_shell_script. but when I looked through the logs, they were not executed. Any idea wh...
4 years ago
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Hi, what would happen if you have different clearml-agents of different versions running? Would it have any adverse effects?
4 years ago
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Hi, i have been getting the following for a while. Is there a more detailed log i can look into? This happens on both https and http. 2021-05-27 08:47:02,539...
4 years ago
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Hi, i have a docker image that needs to be run in privileged mode. How should i do the following? clearml-session: Pass the --privileged option along --docker ?
4 years ago
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4 years ago
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Hi, can I default the ClearML fileserver to a s3 path?
4 years ago
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2 years ago
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Hi. is this line in the roadmap article still valid, is it showing up in clearml-serving? https://clear.ml/blog/clearml-community-roadmap/ I believe we final...
3 years ago
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4 years ago
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Hi, I was uploading an image artifact using the following but in the preview I only get an array instead of an image. Am I doing something wrong? im=cv2.imre...
4 years ago
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0 Hi I'M Using Clearml Datasets. How Do I Tell From The Clearml Ui Which Datasets Version Am I Using?

Thanks this would be a good alternative before the enterprise version comes in. How is this different from argparser btw?

4 years ago
0 Hi, Several Changes Occurred Recently And I Would Like To Know If There'S A Way To Verbose Catch All The Printout That Happening Within A K8S Glue Spawned Pod. We Have An Issue Where All Of Our New Remote_Execution Tasks Are Stuck In The 'Pending' Stage.

Some breakthrough. The problem is because we switched the web, api and files server to use https (ssl) endpoint instead. I had switched back to http end points to test this theory.

Although its not printing the error, i suspect its not able to connect due to lack of the self signed cert. Previously this wasn't an issue, not sure what changed in clearml_agent=1.1.0.

There's a secondary issue resulting, i will put this on a new thread.

4 years ago
0 Hi, I Have Been Getting The Following For A While. Is There A More Detailed Log I Can Look Into? This Happens On Both Https And Http.

Hi, we are still not getting the model repo to work, mainly due to clearml.storage failing to save the models.
We tried a vanilla boto3 code and it works, but we can't figure out why we get connectionreseterror 104 when clearml does it.

How do we configure clearml in correspondence to following boto code?

S3= boto3.resource('s3', endpoint_url=' https://ecs.ai ', aws_access_key_id='mykey', aws_secret_access_key='mysevret', config=Config(signature_version='s3v4'), region_name='us-east-1', ve...

4 years ago
3 years ago
4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Thanks. That's easy to miss as its not quite apparent in the main docs. How should i pass in env variables with Task?

4 years ago
0 Hi, We Are Planning To Move On To Openshift. Can I Ask If K8S-Glue Supports Openshift?

alright thanks. Its impt we clarify it works before we migrate the ifra.

4 years ago
0 Hi, Clearml Console Leaks Credentials Passed In As Env Vars. The Issue Remains With Clearml Version==1.1.1.135 - 1.1.1 - 2.1.4 (As Listed On The Profile Page) I Am Using K8S Glue And The Clearml.Conf Has The Following In The Agent Section.

Hi just wondering if I did something wrong here. Would k8s-glue be the reason is not working? I'm purchasing the enterprise version and if vault has the same problem it'll be a big issue.

4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Sorry i don't quite understand this. The task itself was submitted as I run the code on the client. I suppose the dependancies requirements would be copied over as the experiment is cloned?

4 years ago
0 Hello, Since Clearml-Server Uses Elasticsearch, Is There Any Security Issue Related To This

Hi we did a check. Only 7.16.1 and 6.8.21 and above mitigates the attack. What's the current version that ClearML is using?

3 years ago
4 years ago
0 I Am Facing This Error While Trying To Run My Code

I'm having the same problem. You using latest clearmagent? Is your docker image a root user by default?

3 years ago
0 Hi

Thanks. Which brings me to the question. How does ClearML deal with all the CVEs? What is your process for response?

3 years ago
0 Prev, I Worked With Clearml (1 Year Back) And Back Then, We Config Seldon Core For The Deployment And Clearml For The Training.. Now There Is Clearml-Serving, Does It And Can It Fulfill A Similar Objective ?

Hi, by deployment strategies I meant by canary, blue-green...etc..etc. I figured this should be done by clearml-serving and maybe seldon as well.

3 years ago
0 Hi, My Devsecops Team Has Raised Some Issues Of Us Deploying Clearml For Use. In Particular, They Are Not Happy With Docker.Sock Configuration As It Would Potentially Expose The Entire Cluster To Unauthorised View. Can We Do Without It?

Thanks, its attached.
I also noted that the status on the ClearML is always in 'pending', unlike others which says 'Running'. Is this a side effect of using k8s glue?

4 years ago
0 Hi, I'M Getting This Long Error When Running

[root@2c7498711bef elasticsearch]# curl `
{
"index" : "events-training_stats_scalar-d1bd92a3b039400cbafc60a7a5b1e52b",
"shard" : 0,
"primary" : false,
"current_state" : "unassigned",
"unassigned_info" : {
"reason" : "CLUSTER_RECOVERED",
"at" : "2021-05-22T11:33:38.932Z",
"last_allocation_status" : "no_attempt"
},
"can_allocate" : "no",
"allocate_explanation" : "cannot allocate because allocation is not permitted to any of the nodes",
"node_allocation_decisi...

4 years ago
0 Hi, If I'Ve Clearml Agents Installed On Several Servers, Each With A Single Gpu. How Can I Train A Gpt2 Model That Would Require Multiple Gpus?

From ClearML perspective, how would we enable this, considering we don't have direct control or even IP of the agents

2 years ago
0 Hi, I Have Been Getting The Following For A While. Is There A More Detailed Log I Can Look Into? This Happens On Both Https And Http.

Thanks. We set this configuration and the client ran and submitted the job for remote execution (agent running k8s glue). However when the job runs, and tries to save into model repo, this error came up.
ClearML.storage - ERROR - Failed creating storage object S3://ecs.ai Reason; Missing key and secret for S3 storage access ( S3://ECS.ai ).

I remember being told that the ClearML.conf on the client will not be used in a remote execution like the above so I think this was the problem. I also...

4 years ago
0 Hi, I Noted That If I Run My Codes On My Laptop With Remote_Execute Off A Python3.8 Venv, And When The Remote Task Starts Executing But The Image Is Installed With A Different Version Of Python, Say Python3.8, We Would Encounter Errors With Venv. At This

They don't have the same version. I do seem to notice that if the client is using version 3.8, during remote execution will try to use that same version despite the docker image not installed with that version.

4 years ago
0 Hi, Is There Any Code Examples Of How Dataops Is Being Established?

Yeah that'll cover the first two points, but I don't see how it'll end up as a dataset catalogue as advertised.

4 years ago
0 Hi, I Have Been Getting The Following For A While. Is There A More Detailed Log I Can Look Into? This Happens On Both Https And Http.

Ok thanks. that explains alot. We have been doing this wrongly the whole time, thinking that the clearml.conf on the client side would be acknowledged by the remote agent execution. In reality, only the API section is utilised.

4 years ago
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