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ManiacalLizard2
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40 Questions, 298 Answers
  Active since 05 June 2023
  Last activity 2 months ago

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113 × Eureka!
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
Hi. We have Task that generate trained model in pth but our downstream pipeline is using omnx file and an custom generated yaml file. Currently, when the tra...
2 years ago
0 Votes
0 Answers
2K Views
0 Votes 0 Answers 2K Views
2 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
I have weird issue with clearml agent: when queue a job for a second time on the same agent, it get Executing task id [43cc0c9e1f794f53a148bde3fff03cc9]: rep...
one year ago
0 Votes
18 Answers
2K Views
0 Votes 18 Answers 2K Views
2 years ago
0 Votes
2 Answers
730 Views
0 Votes 2 Answers 730 Views
9 months ago
0 Votes
6 Answers
4K Views
0 Votes 6 Answers 4K Views
I want to run clearml sdk to create task (without running it) and upload artifact in a container. I have code to pull clearml API key from Azure Keyvault and...
2 months ago
0 Votes
8 Answers
2K Views
0 Votes 8 Answers 2K Views
Also from the python sdk, is there a way to specify the clearml.conf file to use ? Like the equivalent of --config-file for cleaml-agent ?
2 years ago
0 Votes
1 Answers
764 Views
0 Votes 1 Answers 764 Views
Hi, We have clearml-agent running inside a docker container. The container have all the require package installed including some of our private package. When...
6 months ago
0 Votes
16 Answers
869 Views
0 Votes 16 Answers 869 Views
We have this issue with our OSS deployment: one Azure Container App for web server and one Azure Container App for api server . The issue: the console log do...
3 months ago
0 Votes
3 Answers
1K Views
0 Votes 3 Answers 1K Views
Hi, I am using mmpretain and wondering how do ClearML integrate with it ? I used: Runner( ..., visualizer=dict(type='Visualizer', vis_backends=[dict(type='Cl...
one year ago
0 Votes
6 Answers
848 Views
0 Votes 6 Answers 848 Views
Hi. from Python, Is there away to check how many worker is there in a given queue ?
11 months ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K Views
Hi, We have an agent running inside a Nvidia official container. The agent seems to see the GPU driver but the GPU count is 0 When I join that container, nvi...
one year ago
0 Votes
10 Answers
3K Views
0 Votes 10 Answers 3K Views
How to tell clearML server to use cloud storage (Azure)? I have a clearML server deployed with docker-compose. As per instruction here , I added the file /op...
2 years ago
0 Votes
15 Answers
2K Views
0 Votes 15 Answers 2K Views
Is there a way to tell the agent to use a specific venv pre installed ? Like the one already installed in the developer PC and the agent is running inside th...
2 years ago
0 Votes
9 Answers
2K Views
0 Votes 9 Answers 2K Views
I am struggling a bit to understand the use case of a pipeline: Let say you have step1 -> step2 -> step3 What is the point to use pipeline feature versus hav...
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
@<1523701087100473344:profile|SuccessfulKoala55> I just saw the new release of the agent 1.8.1 : None > Fix git pulling on cached invalid git entry. On error...
one year ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Experiment Environment Containers Tutorial : I create a docker image with: $ clearml-agent build --id d8162747eb2d4453bba9778851d1e120 --docker --target new_...
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
clearnl failed to detect custom packages livsdk installed from git. I have a dev venv where I start initial clearml task. In this dev venv, I have custom pac...
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K Views
Is there a way for clearml to assign semantic version to model automatically like mlfow does?
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
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 i...
2 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K Views
Hi, with a given task ID, how do I get all the information of the tab "INFO" in the Python SDK ? I struggle to find that in the doc None
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
We have deployed our own ClearML server in Azure. We have 2 separate address for the api and web server. Both serving at port 443 In the local PC config file...
2 years ago
0 Votes
2 Answers
649 Views
0 Votes 2 Answers 649 Views
I am training a model using FastAI. In ClearML, several scalars are plot together. I would like to plot them separately in individual plot. Any tips on how ?
8 months ago
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2 Answers
2K Views
0 Votes 2 Answers 2K Views
Just want to post it here before raising a github issue: there seems to be a regression bug since clearml 1.13.0 where out training in GPU is 2x slower in ou...
one year ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Do you have a documentation about how ClearML detect required python package ? In my case, I use mamba env and clearml seems to be mis-detect some packages ....
2 years ago
0 Votes
13 Answers
1K Views
0 Votes 13 Answers 1K Views
Question about Pipeline : my setup is as follow: - Step1: train_foo.py (which import config from other .py) => generate a model.pt - Step2: gen_bar.py + mode...
one year ago
0 Votes
4 Answers
3K Views
0 Votes 4 Answers 3K Views
What are project default output ? That the default output_uri set on the server side ? Can I use azure blob storage ?
2 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
one year ago
Show more results questions
0 Hi Clearml Team, Is There A Way To Overwrite Working_Dir When Creating Task From Task.Init() Workflow? The Underlying Function I Am Triggering Relying On The Assumption On Running From Certain Directory.

What exactly are you trying to achieve ?

Let assume that you have Task.init() in run.py
And run.py is inside /foo/bar/

If you run :

cd /foo
python bar/run.py

Then the Task will have working folder /foo

If you run:

cd /foo/bar
python run.py

Then your task will have the working folder /foo/bar

7 months ago
2 years ago
0 Hi! I Have Noticed That Clearml-Elastic Container Consumes 32.82Gib Memory. This Seems

Sorry I missed your message: no I don't know what happen when ES reach its RAM limit. We do self-host in Azure and use ES SaaS. Our cloud engineer manage that part.
My only experience was when I tried to spin up my local server, from docker compose, to test something and it took my PC down because ES eat all my RAM !!

7 months ago
0 Hello! I Have A Small Question Regarding Storage Data Retrieval With Clearml

Just keep in mind my your bottleneck will be the transfer rate. So mounting will not save you anything as you still need to transfer the whole dataset sooner or later to your GPU instance.
One solution is as Jake suggest. The other can be pre-download the data to your instance with a CPU only cheap instance type, then restart the instance with GPU.

one year ago
0 I Have Set

you should be able to see int the Console tab that show what is happening

one year ago
2 years ago
0 Hi! I'M Running A Clearml Task Remotely. It Runs A Python Machine Learning Evaluation Script In Repo A. The Script Depends On A Module Which Is Defined In Another One Of My Company'S Repos: Repo B. The File Structure Of The Module In Repo B Is As Follows

so the issue is that for some reason, the pip install by the agent don't behave the same way as your local pip install ?
Have you tried to manually install your module_b with pip install inside the machine that is running clearml-agent ? Seeing your example, looks like you are even running inside docker ?

2 years ago
0 Security Issue: I Have Deployed A Clearml Server On Prem With Docker. I Set The User Credential In

Nevermind: None

By default, the File Server is not secured even if Web Login Authentication has been configured. Using an object storage solution that has built-in security is recommended.

My bad

2 years ago
0 We Have Deployed Our Own Clearml Server In Azure. We Have 2 Separate Address For The Api And Web Server. Both Serving At Port 443 In The Local Pc Config File We Have Something Like:

Ok I think I found the issue. I had to point the file server to azure storage:

api {
    # Notice: 'host' is the api server (default port 8008), not the web server.
    api_server: 

    web_server: 

    files_server: "
"
    credentials {"access_key": "REDACTED", "secret_key": "REDACTED"}
}
2 years ago
0 I Have Set

I think a proper screenshot of the full log with some information redacted is the way to go. Otherwise we are just guessing in the dark

one year ago
0 How To Use Zscaler (Or Custom Certificate) With Clearml ? I Installed The Zscaler Certificate Into The Os System.

Is it because Azure is "whitelisted" in our network ? Thus need a different certificate ?? And how do I provide 2 differents certificate ? Is bundling them simple as a concat of 2 pem file ?

one year ago
0 How To Use Zscaler (Or Custom Certificate) With Clearml ? I Installed The Zscaler Certificate Into The Os System.

@<1523701087100473344:profile|SuccessfulKoala55> I managed to make this working by:
concat the existing OS ca bundle and zscaler certificate. And set REQUESTS_CA_BUNDLE to that bundle file

one year ago
0 Hello Everyone, If I Use This Code, Where Is The File Downloaded To My Machine?

If you care about the local destination then you may want to use this None

one year ago
0 How Does Clearml-Agent Install

I found that if pip is upgraded to latest version 25.0.1 then the package install fine.
The question become: why does the agent downgrade pip ?

Ignoring pip: markers 'python_version < "3.10"' don't match your environment
Collecting pip<22.3
  Downloading pip-22.2.2-py3-none-any.whl.metadata (4.2 kB)
Downloading pip-22.2.2-py3-none-any.whl (2.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 3.9 MB/s eta 0:00:00
Installing collected packages: pip
  Attempting uninstall: pip
  ...
8 months ago
2 years ago
0 I Have Set

hard to see with your croppout here an there ...

one year ago
0 I Am Struggling A Bit To Understand The Use Case Of A Pipeline: Let Say You Have Step1 -> Step2 -> Step3 What Is The Point To Use Pipeline Feature Versus Having A Single Task That Do Those Steps One After Another ???

I mean, what happen if I import and use function from another py file ? And that function code changes ?
Or you are expecting code should be frozen and only parameters changes between runs ?

2 years ago
0 Hi Everyone! I Discovered That Uploading Model Artifacts At Each Checkpoint To The Clearml Server Significantly Slows Down Training. So I Set

you should know where your latest model is located then just call task.upload_artifact on that file ?

2 years ago
0 Hi

I tried mounting azure storage account on that path and it worked: all files end up in the cloud storage

2 years ago
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