Examples: query, "exact match", wildcard*, wild?ard, wild*rd
Fuzzy search: cake~ (finds cakes, bake)
Term boost: "red velvet"^4, chocolate^2
Field grouping: tags:(+work -"fun-stuff")
Escaping: Escape characters +-&|!(){}[]^"~*?:\ with \, e.g. \+
Range search: properties.timestamp:[1587729413488 TO *] (inclusive), properties.title:{A TO Z}(excluding A and Z)
Combinations: chocolate AND vanilla, chocolate OR vanilla, (chocolate OR vanilla) NOT "vanilla pudding"
Field search: properties.title:"The Title" AND text
Profile picture
ManiacalLizard2
Moderator
40 Questions, 297 Answers
  Active since 05 June 2023
  Last activity one month ago

Reputation

0

Badges 1

113 × Eureka!
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
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
one year ago
0 Votes
18 Answers
2K Views
0 Votes 18 Answers 2K Views
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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...
2 years 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
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
6 Answers
804 Views
0 Votes 6 Answers 804 Views
Hi. from Python, Is there away to check how many worker is there in a given queue ?
10 months ago
0 Votes
1 Answers
787 Views
0 Votes 1 Answers 787 Views
7 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
0 Answers
2K Views
0 Votes 0 Answers 2K Views
2 years ago
0 Votes
10 Answers
2K Views
0 Votes 10 Answers 2K 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...
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
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
1 Answers
2K Views
0 Votes 1 Answers 2K Views
From the python code point of view, how do you detect if it is running locally or via clearml-agent ?
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
16 Answers
810 Views
0 Votes 16 Answers 810 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...
2 months ago
0 Votes
2 Answers
675 Views
0 Votes 2 Answers 675 Views
8 months 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
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
1 Answers
707 Views
0 Votes 1 Answers 707 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...
5 months 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
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...
one month ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
2 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K 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
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
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
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
577 Views
0 Votes 2 Answers 577 Views
Given a Task object, how do I retrieve the GPU type ? I can see it from the webUI but it would be great if I can get it from the python sdk
6 months 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
2 Answers
1K Views
0 Votes 2 Answers 1K Views
12 months ago
Show more results questions
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?

@<1523701070390366208:profile|CostlyOstrich36> I would like to point to azure blob storage, what kind of url schema should I use ? And also, where do you configure the credential for the ClearML server to access to Azure blob as file_server ? I couldn't find any documentation around this topic 😞
TIA

2 years ago
0 Hi

None
CLEARML_AGENT_SKIP_PIP_VENV_INSTALL
CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL

one year ago
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.

the underlying code has this assumption when writing it

That means that you want to make things work not in a standard Python way ... In which case you need to do "non-standard" things to make it work.
You can do this for example in the beginning of your run.py

import sys
import os
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))

In this way, you not relying on a non-standard feature to be implemented by your tool like pycharm or `cle...

7 months ago
0 Hi Everyone, I’M Testing Clearml And Encountered An Issue When Launching The Agent In Docker-Mode: It Seems To Ignore Additional Docker Arguments. For Example, When I Run:

That --docker_args seems to be for clearml-task as described here , while you are using clearml-agent which is a different thing

6 months ago
0 Hello, I Am Struggling Understanding The Docs And Hope I Can Get A Quick Answer Here: Is It Possible To Utilise Multiple Gpus In Parallel For Hyperparameter Optimization For The Same Base Experiment Without The Pro Plan? I Started An Agent With Clearml-Ag

--gpus 0,1 : I believe this basically say that your code launched by the agent has access to both GPUs and that is it. Now it is up to your code to choose which GPU to use and what not and how ...

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 ?

2 years ago
0 Hi Everyone! I'M Working On A Solution That Uses Clearml Agent Running On An Ec2 Instances. These Instances (And Agents) Are Provisioned Automatically And Listen To A Specific Clearml Queue. Different Users Can Send Jobs To This Queue And Therefore To Th

if you are on github.com , you can use Fine tune PAT token to limit access to minimum. Although the token will be tight to an account, it's quite easy to change to another one from another account.

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

I don;t think there is a "kill task" code. By principle, in Linux, as a parent process, ClearML agent launch the training process. When a parent process is terminated, the linux kernel will, in most of the case, kill all child processes, including your training process.
There may be some way to resume a task from ClearML agent when it restart, but I don;t think that is the default behavior

11 months 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

2 years 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

2 years 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 year ago
0 Hi Everyone, I’M New To Clearml And Server Administration. We Are Considering Tools To Manage A Dgx H100 Server. Ideally, The Tool Could Provide "Sandboxes" That Are Already Equipped With All The Necessary Tools And Frameworks. This Way, Each Team Member

if you want to replace MLflow by ClearML: do it !! It's like "Should I use sandal or running shoes for my next marathon ..."
Let your user try ClearML, and I am pretty sure all of them will want to swap over !!!

12 months ago
0 I Have A Problem Where My Clearml Doesn'T Pick Up From Uncommitted Changes. It Used To Work For A Long Time, But Now It Is Not Working. What Am I Missing?

Are the uncommit changes in un-tracked files ?
In other words: clearml will only save uncommited changes from files that are tracked by your local git repo

10 months ago
0 Hello, I Recently Start To Running Into Sslerror When Using Task.Init():

You will need to change more than just REQUESTS_CA_BUNDLE to use custom certificate. Python libraries don't all follow REQUESTS_CA_BUNDLE
You need to also add your certificate to your OS
In conda we have to export SSL_CERT_FILE=~/ca-bundle.crt
etc ...

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

I think ES use a greedy strategy where it allocate first then use it from there ...

6 months 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
0 I Have A Problem Where My Clearml Doesn'T Pick Up From Uncommitted Changes. It Used To Work For A Long Time, But Now It Is Not Working. What Am I Missing?

Looks like your issue is not that ClearML is not tracking your changes but more about your Configuration is overwrriten.
This often happen to me. The way I debug this is put a lot of print statement along the code to track when the Configuration is overwriten and narrow down why. print statement will show up in the Console tab.

10 months 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:

For #2: it's a pull rather than a push system: you need to have a script that do pulling at regular interval and need to keep track what new and what not?

2 years 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
  ...
7 months ago
0 How Does Clearml-Agent Install

Actually, I can set agent.package_manager.pip_version="" in the clearml.conf
And after reading 4x the doc, I can use the env var:
CLEARML_AGENT__AGENT__PACKAGE_MANAGER__PIP_VERSION

7 months ago
0 Hi, I Am Using

Sure:


def main():
    repo = "redacted"
    commit = "redacted"
    commit = "redacted"
    bands = ["redacted"]
    test_size = 0.2
    batch_size = 64
    num_workers = 12
    img_size = (128, 128)
    random_seed = 42
    epoch = 20
    learning_rate = 0.1

    livbatch_list = get_livbatch_list(repo, commit)
    lbs = download_batches(repo, commit, livbatch_list)

    df, label_map = get_annotation_df(lbs, bands)

    df_train, df_val = deterministic_train_val(df, test_size=test_siz...
one year ago
Show more results compactanswers