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AgitatedDove14
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49 Questions, 8125 Answers
  Active since 10 January 2023
  Last activity one year ago

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25 × Eureka!
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https://m.facebook.com/story.php?story_fbid=2484620658505570&id=1620822758218702&refid=52&tn=-R
5 years ago
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3 years ago
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🙏 There is no v1.0 release without a prompt v1.0.1 following it, and we are no different 😊 pip install clearml==1.0.1
4 years ago
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Hi
Hi ! ClearML Server + SDK v1.9.0 is out! 🎉 🚀 🎊 Happy Holidays and Happy New Year! ❇️ 🎇 🎄
2 years ago
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Slack security ... Go figure 😉
5 years ago
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Is you server using https ?!
5 years ago
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I would guess connectivity issues, the TLS is probably python inaccurate response (I mean in a way, it is also a TLS error, but I would imagine this has more...
5 years ago
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Hi Guys! I have great news, we finally fully implemented support for continuing previously trained models 🎉 Here is a quick example (this is torch, but any ...
5 years ago
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Hi Guys/Gals, If you want to checkout the latest RC we have 0.15.0rc0 out : pip install trains==0.15.0rc0 pip install trains-agent==0.15.0rc0Many of the impr...
5 years ago
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LSTMeow is back! Bots/Gals/Guys feel free to 👍 None
5 years ago
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docs are up
5 years ago
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New releases: pip install trains==0.13.3https://github.com/allegroai/trains/releases/tag/0.13.3 pip install trains-agent==0.13.2https://github.com/allegroai/...
5 years ago
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Hi
Hi ! trains 0.16.2 is finally out with the new pipelines interface! Check out the new example https://github.com/allegroai/trains/blob/master/examples/pipeli...
5 years ago
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Gals, Guys & :robot_face: , if you want to checkout the Hyper-Parameters automation (Using Bayesian Optimization Hyper-Band) We have an example on the demo s...
5 years ago
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New video is out 🙂 Cloud Autoscalers are awesome https://www.youtube.com/watch?v=j4XVMAaUt3E
3 years ago
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5 years ago
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5 years ago
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@<1523703325881536512:profile|ConvolutedSealion94> these are xgboost internal metrics that are automatically picked by clearml
3 years ago
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Is it a one time thing? or recurring?
5 years ago
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Finally
5 years ago
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4 years ago
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4 years ago
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apparently everyone can ...
5 years ago
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5 years ago
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Lol, I wonder what the adblock rule was ;)
5 years ago
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Happy new year everyone! 🥂 🎆 Last minute 🎁 v2.0 is now out, with a new UI design! now finally supporting light & dark mode 🤩 Lot's more to come this year...
10 months ago
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We are at AAAI NY, come look us up :)
5 years ago
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Gals, Guys & :robot_face: If you want to get some inspiration on building DL Continuous Integration pipelines, I suggest this post (obviously built on top of...
5 years ago
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This is usually due to enterprise level issued https certificates not part of the local installation (basically any python generated SSL request will fail)
5 years ago
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Thank you all for taking the time to answer our survey (If you haven't already, we urge you to do so ). Your feedback has a major impact on what we build, do...
5 years ago
Show more results questions
0 Hi, I Started A Trains-Agent (0.15) In Services Mode (Full Command:

JitteryCoyote63 could you send the log maybe ?

5 years ago
0 Is It Possible To Report Ie. Validation Scalars But Shifted By 1/2 Iteration?

Epochs are still round numbers ...
Multiply by 2?! 😅

4 years ago
0 Does K8S Glue Support Running Service Agent? Slightly Confused Here

you mean to spin a pod with the agent inside it (daemon in services mode).
Or connect the services queue to the k8s cluster (i.e. define the pod template that uses cpu with not a lot of ram)?

4 years ago
0 Hi Guys. Say That We Train A Model With 10 Epoch, And Suddenly Interruption Occur On Epoch 5. How Can We Continue The By Using Clearml?

Then running by using the

, am I right?

yep

I have put the

--save-period

while running Yolov5 and ClearML does not save the weight per epoch that I have trained. Why is this happened?

But do you still see it in the clearml UI ? do you see the models logged in the clearml UI ?

2 years ago
0 Hi, I Am Trying To Execeute My Code On Nvidia/Cuda Docker, But It Keeps Running, It Is Not Failed Or Not Aborted. The Last Log Message Is

ohh right, my bad:
docker run -t --rm nvidia/cuda:10.1-base-ubuntu18.04 bash -c "echo 'Binary::apt::APT::Keep-Downloaded-Packages \"true\";' > /etc/apt/apt.conf.d/docker-clean && apt-get update && apt-get install -y git python3-pip && pip install trains-agent && echo done"

5 years ago
0 I Have A Self-Hosted Clearm-Server And And Clearml-Agent Started With

ReassuredTiger98 I'm trying to debug what's going on, because it should have worked.
Regrading Prints ...
` from clearml import Task
from time import sleep

def main():
task = Task.init(project_name="test", task_name="test")
d = {"a": "1"}
print('uploading artifact')
task.upload_artifact("myArtifact", d)
print('done uploading artifact')
# not sure if this helps but it won'r hurt to debug
sleep(3.0)
if name == "main":
main() `

4 years ago
0 Hey, Using K8S With Trains 0.16.1-320, All Of A Sudden The Entire Data (I.E Experiments, Tasks, Api Creds) Is Not Showing In The Ui Anymore. All Logs Seems To Be Fine Afai Can Tell... Any Idea What Went Wrong?

In that case, I think it is stuck on a previous Node, I can;t think of any other reason.
Do you have something else on the same PV that was lost ? like api server configuration?

4 years ago
0 Hi, I Was Getting A Really Weird Error Due To Mismatch On The Versions Between The Installed Libraries In My Environment And The Ones Ran In The Node (I Manually Changed The Installed Packages And Everything Worked). How Can I Force Trains To Use Exactly

Hi GrievingTurkey78
How are you getting different version than what is used in run time? it analyzes the PYTHONPATH just as python does ? How can I reproduce it? Currently you can use Task.add_requirements(package_name, package_version=None) This will not force it though, it is a recommendation (if it fails to find the package itself) maybe we can add force ?!What do you think?

4 years ago
0 Hi, In One Of My Agents With Cuda Version: 11.1 (From Nvidia-Smi), Clearml Agent 0.17.1 Detects Version 100 (I Can See From Experiments Logs:

agent.cuda_driver_version = ...
agent.cuda_runtime_version = ...

Interesting idea! (I assume for reporting only, not configuration)

... The agent mentionned used output from nvcc (2) ...

The dependencies I shared are not how the agent works, but how Nvidia CUDA works 🙂
regrading the cuda check with nvcc , I'm not saying this is a perfect solution, I just mentioned that this is how this is currently done.
I'm actually not sure if there is an easy way to get it from nvid...

4 years ago
0 I'M Working On Lsf Cluster And Wonder What Is The Easiest Way To Use The Queue Without Having Permanent Agent Or Submitting New Agents To The Lsf System Periodically. Otherwise Is There An Option To Start Task Locally That Submit The Task To The Lsf Clust

Hi ChubbyLouse32
If I understand correctly you can relatively easy take a clearml Task and launch it on LSF, an integration would be something like:

` from clearml import Task
from clearml.backend_api.session.client import APIClient

while True:
result = client.queues.get_next_task(queue=q_id)
if not result or not result.entry:
sleep(5)
continue
task_id = result.entry.task

here is where we create the LSF job, this is just a pseudo code

os.system("lsf-launch-cmd 'clearml...

3 years ago
0 Hey, Would It Possible To Add An Option To Make

Ohh, the controller task itself holds the artifacts ?

5 years ago
0 Hello! Since Today I Get

Could you try to do:

CUDA_VERSION="11.1" clearml-agent ...
4 years ago
0 Is There A Way To Set Access Levels Per-User On The Trains Web App? (I'M Basically Looking To Add A Readonly User Role)

Not really 😞
Everyone can do everything, the idea is sharability and accessibility.
I do know that in the paid tier they have full access control roles SSO etc, but unfortunately its way too complicated for the open-source.
Basically what I'm saying is trust your fellow colleagues 🙂

4 years ago
0 Hello All, We’Re Trying To Use

Are any files uploaded? Like artifacts etc?

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

That is odd, can you send the full Task log? (Maybe some oddity with conda/pip ?!)

3 years ago
0 Hi All, I Am Starting To Use Clearml-Agent. Run It With

Okay we have something 🙂
To your clearml.conf add:
agent.docker_preprocess_bash_script = [ "su root", "cp -f /root/*.conf ~/", ]Let's see if that works

4 years ago
0 Hey Guys, I Believe

Woot Woot 🎊

4 years ago
0 I Get These Warnings Whenever I Run Pipelines And I Have No Idea What It Means Or Where It Comes From:

Hi @<1694157594333024256:profile|DisturbedParrot38>
Could you attach a full log? This is quite cryptic and does not ring a bell

one year ago
0 Hi, In My Setup I Run Multiple Experiments In Parallel From The Same Script. I Understand That There Can Only Be One Execution

Are these experiments logged too (with the train-valid curves, etc)?

Yes every run is log as a new experiment (with it's own set of HP). Do notice that the execution itself is done by the "trains-agent". Meaning the HP process creates experiments with new set of HP an dputs them into the execution queue, then trains-agent pulls them from the queue and starts executing them. You can have multiple trains-agent on as many machines as you like with specific GPUs etc. each one ...

5 years ago
0 Hi, In My Setup I Run Multiple Experiments In Parallel From The Same Script. I Understand That There Can Only Be One Execution

Hi SourSwallow36
What do you man by Log each experiment separately ? How would you differentiate between them?

5 years ago
0 Hi Guys, I Am Running An Optimization Task Via Clearml-Agent And I Get The Following Warning

I am symlinking the .clearml directory to a NAS server and this is perhaps part of the problem.

Yep, that sounds about right, it uses Posix file system for internal lock mechanisms (multi process locks), and my guess is that the NAS for some reason does not support it...

2 years ago
0 Good Morning Folks, I Am Setting Up Clearml On A (Self-Hosted) K8S Cluster Using The

Correct, (if this is running on k8s it is most likely be passed via env variables , CLEARML_WEB_HOST etc,)

3 years ago
0 Good Morning, I Want To Verify Behaviour On Trains, If The Server Dies What Happens To All The Experiments Who Keep Trying To Write Results, Will They Get Aborted At Some Point?

YummyMoth34

It tried to upload all events and then killed the experiment

Could you send a log?
Also, what's the train package version ?

5 years ago
0 How Can I Disable Agent Pip Caching? Sometimes The Agents Load An Earlier Version Of One Of My Libraries. I'M Running Them In Docker Mode

Hi ElegantCoyote26

sometimes the agents load an earlier version of one of my libraries.

I'm assuming some internal package that is installed from a wheel file not a direct git repo+commit link ?

3 years ago
0 Hey Clearml Team, We Created An Account, Setup Our Data Pipeline, And Now We Can'T Get Back In. Nothing Is In The Project. Can Someone From Support Reach Out To Help?

@<1545216077846286336:profile|DistraughtSquirrel81> shoot an email to "support@clear.ml" and provide all the information you can on the "lost account" (i.e. the one you had the data on), this means email account that created it (or your colleagues emails), and any other information that might help to locate it.

2 years ago
0 Hey Guys, I Believe

Bake to the error:

clearml_agent: ERROR: Failed getting token (error 401 from

): Unauthorized (invalid credentials) (failed to locate provided credentials)

See here:
https://github.com/allegroai/clearml-server/blob/3f2b96266bc51bfce680bd759c7fa9d635ae36d3/docker/docker-compose.yml#L131
You need to provide an access key so it can actually "talk" to the server next to it.

4 years ago
0 Hi, I Am Currently Experimenting With Clearml Pipelines In Offline Environments And I Am Trying To Establish A Best Practice For Changing And Maintaining Dependencies In The Pipeline Tasks. I Noticed That Clearml Automatically Pulls The Requirements.Txt

ShakyOstrich31

I am reusing an old task ...

Which means that the old Task stores the requirements on the Task itself (see "Installed Packages" section), Notice it also stores the exact git commit to use.
When you are cloning the Task (i.e. in the pipeline), you should probably:
set the commit / branch to the latest in the branch clear the "installed packages" section, which would cause the agent to use the "requirements.txt" stored in the git repo itself.As far as I understand this s...

3 years ago
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