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ManiacalLizard2
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29 Questions, 221 Answers
  Active since 05 June 2023
  Last activity 3 months ago

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87 × Eureka!
0 Votes
6 Answers
567 Views
0 Votes 6 Answers 567 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...
7 months ago
0 Votes
9 Answers
1K Views
0 Votes 9 Answers 1K 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...
one year ago
0 Votes
2 Answers
521 Views
0 Votes 2 Answers 521 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...
6 months ago
0 Votes
2 Answers
892 Views
0 Votes 2 Answers 892 Views
Experiment Environment Containers Tutorial : I create a docker image with: $ clearml-agent build --id d8162747eb2d4453bba9778851d1e120 --docker --target new_...
one year ago
0 Votes
3 Answers
393 Views
0 Votes 3 Answers 393 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...
5 months ago
0 Votes
10 Answers
900 Views
0 Votes 10 Answers 900 Views
Another questions related to requirements.txt We use pip install with git commit. Eg: mylib @ When I do task.add_requirements("requirements.txt") I get # Pyt...
one year ago
0 Votes
5 Answers
413 Views
0 Votes 5 Answers 413 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...
5 months ago
0 Votes
1 Answers
823 Views
0 Votes 1 Answers 823 Views
Hi team, how to you use MicroMamba and pip together with ClearML ?
one year ago
0 Votes
1 Answers
720 Views
0 Votes 1 Answers 720 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
11 months ago
0 Votes
2 Answers
970 Views
0 Votes 2 Answers 970 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...
one year ago
0 Votes
2 Answers
935 Views
0 Votes 2 Answers 935 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 ....
one year ago
0 Votes
4 Answers
844 Views
0 Votes 4 Answers 844 Views
one year ago
0 Votes
5 Answers
849 Views
0 Votes 5 Answers 849 Views
one year ago
0 Votes
1 Answers
891 Views
0 Votes 1 Answers 891 Views
From the python code point of view, how do you detect if it is running locally or via clearml-agent ?
one year ago
0 Votes
5 Answers
635 Views
0 Votes 5 Answers 635 Views
Hi, in our use case, we use multiple github repo from our organization as dependent package. The issue is that github allow only one uniq ssh deploy key per ...
8 months ago
0 Votes
0 Answers
912 Views
0 Votes 0 Answers 912 Views
one year ago
0 Votes
18 Answers
1K Views
0 Votes 18 Answers 1K Views
one year ago
0 Votes
15 Answers
834 Views
0 Votes 15 Answers 834 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...
one year ago
0 Votes
4 Answers
534 Views
0 Votes 4 Answers 534 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...
4 months ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
What are project default output ? That the default output_uri set on the server side ? Can I use azure blob storage ?
one year ago
0 Votes
1 Answers
873 Views
0 Votes 1 Answers 873 Views
Security issue: I have deployed a clearml server on prem with docker. I set the user credential in /opt/clearml/config/apiserver.conf That work fine: you nee...
one year ago
0 Votes
8 Answers
890 Views
0 Votes 8 Answers 890 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 ?
one year ago
0 Votes
4 Answers
836 Views
0 Votes 4 Answers 836 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...
one year ago
0 Votes
13 Answers
275 Views
0 Votes 13 Answers 275 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...
3 months ago
0 Votes
4 Answers
943 Views
0 Votes 4 Answers 943 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...
one year ago
0 Votes
11 Answers
501 Views
0 Votes 11 Answers 501 Views
How to use ZScaler (or custom certificate) with ClearML ? I installed the ZScaler certificate into the OS system. curl is happy with it. boto3 too but then c...
8 months ago
0 Votes
10 Answers
1K Views
0 Votes 10 Answers 1K 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...
one year ago
0 Votes
1 Answers
815 Views
0 Votes 1 Answers 815 Views
Is there a way for clearml to assign semantic version to model automatically like mlfow does?
one year ago
0 Votes
3 Answers
875 Views
0 Votes 3 Answers 875 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...
one year ago
0 Hi People When I Try To Use Docker Agents They Fail. If I Run The Command Clearml-Agent Daemon --Gpus 0 --Queue Default --Foreground Inside A Docker Prepared With All The Requirements Installed. It Tells Me:

Are you running within a zero-trust environment like ZScaler ?
Feels like your issue is not ClearML itself, but issue with https/SSL and certificate from your zero-trust system

one month ago
0 Question About Pipeline : My Setup Is As Follow:

thanks for all the pointer ! I will try to have a good play around

3 months ago
0 Hello! I'M Trying To Figure Out How To Deploy A Scheduled Pipeline. I Have A Sample Pipeline Here

normally, you should have a agent running behind a "services" queue, as part of your docker-compose. You just need to make sure that you populate the appropriate configuration on the Server (aka set the right environment variable for the docker services)
That agent will run as long as your self-hosted server is running

one year ago
0 Hi All

In the web UI, in the queue/worker tab, you should see a service queue and a worker available in that queue. Otherwise the service agent is not running. Refer to John c above

one year ago
0 Another Questions Related To

that format is correct as I can run pip install -r requirements.txt
using the exact same file

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 ?

one year ago
0 Another Quick Question About Fileservers And Clearml-Agent: Clearml-Agent Seems To Ignore The Output Destination Set In The Task Config

no. I set apo.file_server to the None in Both the remote agent clearml.conf and my local clearml.conf
In which case, both case where the code is ran from local or remote, will store metrics to cloud storage

one year ago
one year ago
one year 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 ?

one year ago
0 Another Quick Question About Fileservers And Clearml-Agent: Clearml-Agent Seems To Ignore The Output Destination Set In The Task Config

@<1523701868901961728:profile|ReassuredTiger98> I found that you an set the file_server in your local clearml.conf to your own cloud storage. In our case, we use something like this in our clearml.conf:

api {
   file_server: "azure://<account>..../container"
}

All non artifact model are then store in our azure storage. In our self-hosted clearml setup, we don't even have a file server running alltogether

one year ago
0 Clearnl Failed To Detect Custom Packages

What should I put in there? What is the syntax for git package?

one year ago
0 Hi, Can You Help Me With This? Thanks In Advance.

you are forcing ssh with force_git_ssh_protocol: true
Have you setup ssh keys ?
If you are using ssh keys, why enable_git_ask_pass: true ?

4 months 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 ?

8 months ago
0 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 That Same Pc?

Found a trick to have empty Installed package:
clearml.Task.force_requirements_env_freeze(force=True,requirements_file="/dev/null")
Not sure if this is the right way or not ...

one year ago
0 Another Questions Related To

but then it still missing a bunch of library in the Taks (that succeed) > Execution > INSTALLED PACKAGES
So when I do a clone of that task, and try to run the clone, the task fail because it is missing python package 😞

one year ago
0 Hello, All. I’Ve Recently Started Experiencing A Weird Issue With Arg Parsing Where Any String Values Are Being Repeated As Lists Of Strings When The Values Are Sent To The Clearml Server (See Attached Screenshot). I Believe This Issue Started Around The

Found the issue: my bad practice for import 😛
You need to import clearml before doing argument parser. Bad way:

import argparse

def handleArgs():

    parser = argparse.ArgumentParser()
    parser.add_argument('-c', '--config-file', type=str, default='train_config.yaml',
                        help='train config file')   
    parser.add_argument('--device', type=int, default=0,
                        help='cuda device index to run the training')

    args = parser....
one year ago
0 Hi

if you are using a self hosted clearml server spin up with docker-compose, then you can just mount your NAS to /opt/clearml/fileserver on the host machine, prior to starting clearml server with docker-compose up

one year ago
0 I Have Set

So "Using env ..." take minutes without any output ?

5 months ago
0 I Am Trying To Run One Agent On My Local Machine And One Agent On A Vm

I use ssh public key to access to our repo ... Never tried to provide credential to clearml itself (via clearml.conf ) so I cannot help much here ...

one year ago
0 Hi, Can You Help Me With This? Thanks In Advance.

Do you want to use https or ssh to do git clone ? Setting up both in the same time is confusing

4 months ago
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