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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!
0 Votes
3 Answers
2K Views
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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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8 Answers
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Hi, is there any code examples of how DataOps is being established? https://clear.ml/products/clearml-dataops/
4 years ago
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6 Answers
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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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1 Answers
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Hi, would you have a working example on this?
4 years ago
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2 Answers
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4 years ago
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Hi, would like to check. So an agent pulled a docker image and install the pip dependencies on it. What if I have OS library dependencies as well? (Apt insta...
4 years ago
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17 Answers
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0 Votes 17 Answers 2K Views
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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1 Answers
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Hi, i;m running ClearML jobs using K8SGlue. When the job is running, the scalar for monitor:machine seems to be reporting Node statistics instead of the Pod ...
2 years ago
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10 Answers
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Hi, we are using GitLab and it is a security requirement to use ssh keys to access the repos for each individual. We are also using k8s glue. Is there any pr...
4 years ago
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1 Answers
2K Views
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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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6 Answers
3K Views
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4 years ago
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8 Answers
2K Views
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I just getting this in my agent run task. Would appreciate if someone can advise where i externalrequirement is pointing at. RequirementsManager handler rais...
4 years ago
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2 Answers
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4 years ago
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7 Answers
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Hi, i would like to understand more on how ClearML deal with codes. I noticed that i am able to read the source codes of the python script that i have used a...
4 years ago
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2 Answers
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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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4 Answers
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Hi recently upgraded all the clearml, clearml-server, clearml-agent. Now running k8s glue with clearml-agent=1.0.1rc1. python3 k8s_glue_example.py --queue 1b...
4 years ago
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3 Answers
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Hi, i was adding data using clearml-data and get the following consistent errors. Retrying (Retry(total=237, connect=237, read=240, redirect=240, status=240)...
3 years ago
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11 Answers
2K Views
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Hi, i shifted my clearml setup to an on-premise disconnected env, which has a pip repo setup. I noted this warning, Trying pip install: /root/.clearml/venvs-...
4 years ago
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2 Answers
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2 years ago
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26 Answers
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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 po...
4 years ago
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10 Answers
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4 years ago
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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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1 Answers
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Hi, in your latest changelog. There's a new function. Task.launch_multi_node() for distributed experiment execution In the context of using with K8S glue, wi...
2 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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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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Hi, i'm running the following and encountering some SSL errors. SSL_CERT_FILE=ca.crt clearml-data upload --id 12314jhg42342j4j --storage clearml.storage - ER...
4 years ago
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14 Answers
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So i bumped onto this comparison shared by dagshub. It kinda placed ClearML is a rather bad position compared to everything else in the industry. https://dag...
4 years ago
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23 Answers
2K Views
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Hi i saw this on the clearml-agent docs but other than the docker image, i'm not sure how to integrate this with clearml py and clearml-server. Please advise...
4 years ago
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1 Answers
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ClearML is distinctly missing in the curated MLOps landscape. Https://mad.firstmark.com
2 years ago
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Hi, is there a way I can supply credentials to clearml-data (cli and python) without going thru the ClearML.conf?
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, We Would Like To Incorporate Some Approval Process In Clearml. One Of The Needs Is To Attach Some Pdfs And Word Docs To A Published Experiment, Preferbly Through The Web Ui. The Attachments Could Be In The Form Of The Actual Files, Or Links To The Fil

I think in general, the 'published' action can be considered an 'approval'. The question is, how do we control who has the authority to 'publish'? The Web UI today does not support any uploads outside of the coding environment, would be nice it would be supported. But for now, the only workaround is to include parameters that stores document urls in the user properties.

2 years ago
0 Hi, Is There A Way I Can Supply Credentials To Clearml-Data (Cli And Python) Without Going Thru The Clearml.Conf?

Thanks TimelyPenguin76 , is there an env var for the S3 connection as well?

4 years ago
0 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

Hi this is the log. I didn't see any attempt from the agent to install virtualenv on the base image.
` 1618369068169 clearml-gpu-id-b926b4b809f544c49e99625380a1534b:gpuGPU-4ad68290-0daf-4634-6768-16fad73d47a3 DEBUG Current configuration (clearml_agent v0.17.2, location: /tmp/.clearml_agent.wgsmv2t9.cfg):

agent.worker_id = clearml-gpu-id-b926b4b809f544c49e99625380a1534b:gpuGPU-4ad68290-0daf-4634-6768-16fad73d47a3
agent.worker_name = clearml-gpu-id-b926b4b809f544c49e99625...

4 years ago
4 years ago
0 Hi, We Are Using Gitlab And It Is A Security Requirement To Use Ssh Keys To Access The Repos For Each Individual. We Are Also Using K8S Glue. Is There Any Provisions To Do This Seamlessly?

And any roadmap on this? The organisation's on ssh auth is firm. This can end up not possible to use ClearML for remote execution.

4 years ago
0 Hi, We Are Using Gitlab And It Is A Security Requirement To Use Ssh Keys To Access The Repos For Each Individual. We Are Also Using K8S Glue. Is There Any Provisions To Do This Seamlessly?

Thanks SuccessfulKoala55 . I can try my hand on a patch. But the pod spinning is handled by the k8s glue, which has no link to the client side. How should the client pass the key over to k8s glue during runtime via clearml server?

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?

Yeah.. issue is ClearML unable to talk to the nodes cos pytorch distributed needs to know their IP. There is some sort of integration missing that would enable this.

2 years ago
0 Hi, I Was Trying Out The Steps On This (

Hi yes, still getting the SSLs. It looks like some incompatibility with the OS ssl libraries.

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

[root@2c7498711bef elasticsearch]# curl -XGET `
yellow open events-training_stats_scalar-d1bd92a3b039400cbafc60a7a5b1e52b 4hAFNtGkRr-CHNGnUYfbTA 1 1 4724 271 660.9kb 660.9kb
yellow open events-log-d1bd92a3b039400cbafc60a7a5b1e52b M3qgFy1HRU2PibDOr1YOdw 1 1 1221 20 1013.6kb 1013.6kb
red open worker_stats_d1bd92a3b039400cbafc60a7a5b1e52b_2021-05 EQK8mnlhRxCrrKK3clcUFA 1 1
red open queue_metrics_d1bd92a3b039400cbafc60a7a5b1e52b_...

4 years ago
0 Hi, I'M Using The K8S Glue And Have A Few Questions.

Hi, it's a preference from my developers. They preferred that the they install the python libraries into the images, load them up into the registry. In other words, they prefer to have libraries installed at image time.

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

I'm not familiar with elastic. What role does elastic play in ClearML?

4 years ago
0 Hi, I Would Like To Pass In Some Pip Arguments That Clearml-Agent Would Include When Setting Up The Venv On The Containers. How Should I Specify This? The Argument In Question Are --Trusted-Host And --Find-Links . I Need Them As I'Ve Installed A Pypi Repo

i passed it through the yaml as follows.
apiVersion: v1 kind: Pod spec: containers: - image: clearml-agent:latest" env: - name: PIP_INDEX_URL value: " " - name: PIP_TRUSTED_HOST value: "192.168.56.253" - name: PIP_FIND_LINKS value: " ` "
- name: GIT_SSL_NO_VERIFY
value: true
resources:
requests:
cpu: "2"
...

4 years ago
0 I Had A Good Look At All The Introduction Video On Youtube And Had Some Questions. Context: If We Are Going To Deploy And Maintain Clearml Servers Our Self In Azure:

I also think it make sense that when you do certain definitive CI actions like publish, it would support some custom scripts to run.

2 years ago
0 Hi, Just To Check. Does The K8S Glue Install Torch By Default? I'M Getting

Hi, i can't seem to find the source. What are the kind of situations where it will try to install torch outside of user requirements?

4 years ago
0 Hi, Just To Check. Does The K8S Glue Install Torch By Default? I'M Getting

The problem is resolved by doing a git push. Somehow the git diff didn't capture the difference in requirements.txt in the project. I can't reproduce the same issue after this as well.

4 years ago
0 Hi, How Can I Pass A Env Variable To The Docker That'S Running The Agent When I Run This? I'M Havving Issues With The Agent'S Git Clone Where It Requires Sslverification To Be Disabled. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground

Sorry take back. Just realised that this argument only worked on running the agent, but when you enqueue a task into this agent, the argument is not passed on to the container that the agent spawned.

This is the same issue for the docker image. It reverts back to nvidia/cuda:10.1-runtime-ubuntu18.04 despite me setting something else.

4 years ago
0 I Got An Interesting Question From My Devs. If They Wish To Do Distributed Training, Is Clearml K8S Glue Suitable For It? Local Multiple Gpu: Just A Matter Of Assigning More Than One Gpu In The Yaml File Sent To The K8S Glue. Question Is How To Make This

Sorry, dev end I was referring to my developers.

I didn't think Horovod needs to be as complicated as you described. It can also work by running on multiple known nodes. How would i add a glue for multinode?

Horovod does also work with other similar products such as yours (E.g. Polyaxon).

4 years ago
0 Hi, I Can'T Seem To Set A Password To Clearml, Anyone Seems To Be Able To Just Enter The Username And They Can Enter That Username'S Workspace.

It's a local deployment. I was only presented with username without a need to enter passwords. When I'm in, I don't see an option in my profile to set a password as well. Neither is there integration with ldap for example.

4 years ago
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