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ManiacalLizard2
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36 Questions, 266 Answers
  Active since 05 June 2023
  Last activity one month ago

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99 × Eureka!
0 Votes
18 Answers
1K Views
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one year ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
one year ago
0 Votes
6 Answers
993 Views
0 Votes 6 Answers 993 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
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4 Answers
1K Views
0 Votes 4 Answers 1K 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
2 Answers
130 Views
0 Votes 2 Answers 130 Views
How does clearml-agent install -e python package ? I have a homemade python package which I just moved to pyproject.toml, that I am not familiar with so not ...
one month ago
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1 Answers
139 Views
0 Votes 1 Answers 139 Views
one month ago
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1 Answers
1K Views
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From the python code point of view, how do you detect if it is running locally or via clearml-agent ?
one year ago
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1 Answers
1K Views
0 Votes 1 Answers 1K Views
Is there a way for clearml to assign semantic version to model automatically like mlfow does?
one year ago
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11 Answers
870 Views
0 Votes 11 Answers 870 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...
one year ago
0 Votes
6 Answers
327 Views
0 Votes 6 Answers 327 Views
Hi. from Python, Is there away to check how many worker is there in a given queue ?
4 months ago
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5 Answers
1K Views
0 Votes 5 Answers 1K 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 ...
one year ago
0 Votes
13 Answers
684 Views
0 Votes 13 Answers 684 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...
8 months ago
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1 Answers
1K Views
0 Votes 1 Answers 1K 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
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5 Answers
167 Views
0 Votes 5 Answers 167 Views
one month ago
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4 Answers
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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
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2 Answers
137 Views
0 Votes 2 Answers 137 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 ?
one month ago
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3 Answers
771 Views
0 Votes 3 Answers 771 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...
11 months ago
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2 Answers
1K Views
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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
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10 Answers
1K Views
0 Votes 10 Answers 1K 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
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2 Answers
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2 months ago
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15 Answers
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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
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5 Answers
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one year ago
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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
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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
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5 Answers
780 Views
0 Votes 5 Answers 780 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...
11 months ago
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4 Answers
897 Views
0 Votes 4 Answers 897 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...
10 months ago
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10 Answers
2K Views
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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
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2 Answers
452 Views
0 Votes 2 Answers 452 Views
5 months ago
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9 Answers
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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
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4 Answers
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one year ago
Show more results questions
0 Can Anyone Recommend A Good Workflow For

just saw that repo: who are coder ? That not the vscode developer team is it ?

one year ago
0 Hello, What Happens To Running Experiments When The Clearml Agent Is Killed (And Restarted A Few Minutes Later)?

If the agent is the one running the experiment, very likely that your task will be killed.
And when the agent come back, immediately or later, probably nothing will happen. It won't resume ...

5 months ago
0 For Some Reason, The Http Library Used By Clearml Does Not Like My Server'S Ssl. I Have Installed Clearml As A Docker Compose On My Truenas Scale With A Valid Certificate. When I Login Using Curl, All Is Good:

python library don't always use OS certificates ... typically, we have to set REQUESTS_CA_BUNDLE=/path/to/custom_ca_bundle_crt because requests ignore OS certificates

3 months ago
0 Hi Everyone!! Is Clearml Multi Gpu Support. I Have 2 Machines. Each Machine Have 2 A100 Gpu. Do We Have Any Option To Run Workload In These Gpu. Same Time Like Virtually. Do We Have The Support??

if you have 2 agent serving the same queue and then send 2 task to that queue, each agent should take one task
But if you queue sequentially one task then wait until that task to finish and queue the next: then it will be random which agent will take the task. Can be the same on from the previous task
Are you saying that you have 1 agent running task, 1 agent sitting idle while there is a task waiting in the queue and no one is processing it ??

one year ago
0 Dumb Question I Know But I Have Code Running On My Local Machine And I’M Using The Remotely_Execute() Call In There So It’D Go To My Gpu Machine

You don't need agent on your local machine.
You want an agent running on the GPU machine.
Local code will create an experiment in ClearML Server, then run up to the line remotely_execute() then stop
Once local code stop, the Clearml Server will take over and enqueue the experiment to the prescribe queue
The agent on the GPU see there is a experiment on its queue and then pull it and execute it. This time, clearml lib magic will make the code on the GPU machine, launched by the agent, run...

3 months 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

my code looks like this :

    parser = argparse.ArgumentParser()
    parser.add_argument('-c', '--config-file', type=str, default='train_config.yaml',
                        help='train config file')
    parser.add_argument('-t', '--train-times', type=int, default=1,
                        help='train the same model several times')
    parser.add_argument('--dataset_dir', help='path to folder containing the preped dataset.', required=True)
    parser.add_argument('--backup', action='s...
one year ago
0 I Just Saw The New Release Of The Agent 1.8.1 :

most of people probable wont even know what that do

10 months ago
one year 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 Can Anyone Recommend A Good Workflow For

do you have a video showing the use case for clearml-session ? I struggle a bit about how is it used for ?

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, 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 ?

10 months 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

10 months ago
0 Hi Everyone, I Am Running A Pipeline Using The Autoscaler, I Am Able To Spin Up The Vm Instance Using The Autoscaler And The Docker Is Also Getting Installed In There Perfectly. The Issue I Am Facing Is That During Executing A Pipeline Task While Cloning

this looks like the agent running inside your docker did not have any username/password to do git clone. so the default behavior is to wait for keyboard input: which look like hanging ....

one year 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"}
}
one year ago
0 Hi Everyone! I'Ve Been Using Clearml For A While And I Love It, But I Recently Noticed A Strange Issue. From The "Debug Samples" Tab, Where I Can See Some Training Samples From My Dataset, When I Click On Some Thumbnails The Image I Can See Does Not Match

Just a +1 here. When we use the same name for 3 differents image, the thumbnail show 3 different images, but when clicking on any of them, only one is displayed. No way to display the others

9 months ago
0 Hi

None
CLEARML_AGENT_SKIP_PIP_VENV_INSTALL
CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL

11 months 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 be able to explicitly upload a file of your choice as artefact using something like this: None

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

Solved @<1533620191232004096:profile|NuttyLobster9> . In my case:
I need to from clearml import Task very early in the code (like first line), before importing argparse
And not calling task.connect(parser)

one year ago
0 Hi Just To Confirm, I Set My Default Output_Uri To S3, Output_Uri Will Upload Just Artifacs, Console Log, File Server Will Save Plot Images Like Matplotlib/Seaborn. Is It Correct?

Found it: None
And credential are set with :

sdk {      
    azure.storage {
         containers: [
             {
                 account_name: "account"
                 account_key: "xxxx"
                 container_name:"clearml"
             }
         ]
    }
}
one year ago
0 I Setup A Dedicated Mongo Instance With A

@<1523701070390366208:profile|CostlyOstrich36>

one year ago
0 Has Anyone Ran Into The Following Error While Running The Clearml-Serving-Inference Docker Container After Entering All The Correct Credentials?

you may want to share your config (with credential redacted) and the full docker compose start up log ?

one year ago
0 Hi All! I'Ve Been Using The Clearml Agent In Tandem With My Self-Hosted Clearml Server On My Own Hardware. I'M Noticing That The Files Created By The Agent, E.G. Model Checkpoints, Debug Samples, Etc, Are Read Only To To The Agent'S Group. I'M Wondering I

You can either set your user permission to allow group write by default ?
Or maybe create a dedicated user with group write permission and run the agent with that user ?

10 months ago
0 Hi Everyone

I think he means disk space usage ...

one year ago
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