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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 6 months ago

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25 × Eureka!
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4 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/...
4 years ago
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1K Views
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https://m.facebook.com/story.php?story_fbid=2484620658505570&id=1620822758218702&refid=52&tn=-R
4 years ago
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Hi
Hi ClearML v0.17.1 and ClearML-Agent v0.17.0 are now the official packages & repositories πŸŽ‰ 🎊 πŸ‘‹ πŸ›€οΈ This new name brings on many changes, mainly replace a...
3 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...
4 years ago
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Hi Guys! I have great news, we finally fully implemented support for continuing previously trained models πŸŽ‰ Here is a quick example (this is torch, but any ...
4 years ago
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New video is out πŸ™‚ Cloud Autoscalers are awesome https://www.youtube.com/watch?v=j4XVMAaUt3E
2 years ago
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🎊 🍾 Happy new year ! πŸŽ† πŸŽ‡ We wanted to thank you all for the great feedback, contribution and general support you guys give us. It is truly fulfilling to ...
3 years ago
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0 Votes 3 Answers 401 Views
@<1523703325881536512:profile|ConvolutedSealion94> these are xgboost internal metrics that are automatically picked by clearml
2 years ago
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9 Answers
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0 Votes 9 Answers 992 Views
Hi
Hi https://github.com/allegroai/trains/releases/tag/0.15.1 / https://github.com/allegroai/trains-server/releases/tag/0.15.1 / https://github.com/allegroai/tr...
4 years ago
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0 Votes 7 Answers 442 Views
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...
4 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)
4 years ago
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YummyWhale40 you are saying the example code is not working when running with the demo server? Also I think I was able to view your experiment on the demo se...
4 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...
4 years ago
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Happy Friday everyone ! We have a new repo release we would love to get your feedback on πŸš€ πŸŽ‰ Finally easy FRACTIONAL GPU on any NVIDIA GPU 🎊 Run our nvidi...
8 months ago
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Hi
Hi ! ClearML Server + SDK v1.9.0 is out! πŸŽ‰ πŸš€ 🎊 Happy Holidays and Happy New Year! ❇️ πŸŽ‡ πŸŽ„
one year ago
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Hi
Hi , v0.15 is out, πŸŽ‰ πŸš€ Your feedback had a major influence on the features we added πŸ™‚ thank you! A selected list of features: Column resizing / ordering /...
4 years ago
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New RC for trains-agent is out pip install trains-agent==0.13.2rc1
4 years ago
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Hello Everyone!
4 years ago
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docs are up
4 years ago
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2 years ago
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Hi
Hi :robot_face: , humans We have the new documentation site up and running πŸŽ‰ None 🎊 This is still a work in progress, so we keep the previous version alive...
3 years ago
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πŸ™ Please skip cleaml python package v1.0.1 and just move on to v1.0.2 😊 apologies for the inconvenience πŸ™‚ pip install clearml==1.0.2
3 years ago
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Is you server using https ?!
4 years ago
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4 years ago
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Slack security ... Go figure πŸ˜‰
4 years ago
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apparently everyone can ...
4 years ago
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This will close it Task.current_task().close()I think we should rename completed() because it just marks the Task as completed on the backend but does not ac...
3 years ago
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YummyWhale40 awesome thanks!
4 years ago
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https://allegro.ai/docs
4 years ago
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0 Is There A Way To Access Dataframe Logged Using Report_Table From The A Task Instance Instantiated Using Task.Get_Task(Id='.....')? I Have: T = Task.Get_Task(Id='....') And I Am Looking For Something Along The Lines Of: Df = T.Get_Table('Table Name')

ThickDove42 sorry, it took some time πŸ™‚
import json from trains.backend_api.session.client import APIClient client = APIClient() events = client.events.get_task_plots(task='task_id_here') table = json.loads(events.plots[0]['plot_str']) print('column order', table['data'][0]['cells']['values'])Not the most comfortable way, but at least it is there

3 years ago
0 Is It Possible To Launch A

Hi ShallowArcticwolf27

from the command line to a remote machine while loading a localΒ 

.env

Β file as a configuration object?

Where would the ".env" go to ? Are we trying to pass it to the remote machine somehow ?

3 years ago
0 Continuing On

Also, can the image not be pulled from dockerhub but used from the local build instead?

If you have your docker configured to pull from local artifactory, then the agent will do the same πŸ™‚ (it is calling the docker command just like you do)

agent.default_docker.arguments: "--mount type=bind,source=$DATA_DIR,target=/data"

Notice that you are use default docker arguments in the example
If you want the mount to always be there use extra_docker_arguments :
https://github.com/...

3 years ago
0 Continuing On

Hmm the agent's venv caching is the next thing on the to do list for the agent (post clearml release).
Currently the easiest thing is to build a new docker image with the entire "Installed packages" section and use that as the base docker image.
(The installed packages format is "requirement" compatible, so you can just use it as is when building the dockerfile)
The second option is to wait for the next clearml-agent release (probably in a couple of weeks)

3 years ago
3 years ago
0 Hi Everyone, There Are 3 Pr On

Thanks JuicyFox94 for letting us know.
I'm checking what's the status with it

3 years ago
0 Hi, I Am Trying To Upload A Plot To An Existing Task Using The

SmarmyDolphin68 is it the same code as in the snippet ?

3 years ago
0 Hi All, I'M Trying To Deploy Trains On Rancher (Nice Kubernetes Cluster Orchestration Project) Where I'M Quite New To Rancher And Kubernetes. I Have Been Able To Install Trains Using Helm

Will such an docker image need a trains configuration file?

If you need to configure things other than credentials (see above) than yes you might need to map trains.conf into the pod.
Specifically, if you need, map your trains.conf to /root/.trains inside the pod/container

3 years ago
0 Hi, I Want To Pass Environment Variables From The Host To The Docker Containers Running My Task. I Managed To Use

but this would be still part of the clearml.conf right?

You can pass it per Task , also you can configure the agent to always pass it add this env.
https://github.com/allegroai/clearml-agent/blob/5a080798cb4292e198948fbe16cba70136cb6bdf/docs/clearml.conf#L137

3 years ago
0 Hi, I Want To Pass Environment Variables From The Host To The Docker Containers Running My Task. I Managed To Use

but is there any other way to get env vars / any value or secret from the host to the docker of a task?

if this is docker -e/--env as argument would do the same
-e VAR=somevalue

3 years ago
0 Hi, I Want To Pass Environment Variables From The Host To The Docker Containers Running My Task. I Managed To Use

I like this approach more but it still requires resolved environment variables inside the clearml.conf

Yes 😞 maybe this is a feature request ?

3 years ago
0 Any Idea...?

the issue was related to task.connect being called multiple times I guess.

This is odd?! how would that effect the crash?
Do notice that when you connect objects, each time you call connect you are basically deserializing the configuration from the backend into the code, maybe this somehow effected the object?

one year ago
0 If I Create A Task Using Task.Create And Then In A Separate Piece Of Code I Want To Report To It (By Using

I don't know whether you have access to the backend,

Creepy , no I do not πŸ™‚

I can't make anything appear in the console part of the ui

clearml_task.logger.report_text("some text") should work

2 years ago
0 If I Create A Task Using Task.Create And Then In A Separate Piece Of Code I Want To Report To It (By Using

So it is the automagic that is not working.
Can you print the following before calling Both Task.debug_simulate_remote_task and Task.init , Notice you have to call Task.init
print(os.environ)

2 years ago
0 I Have A Question Regarding Reducing Execution Time Of Pulling Results From The Server With The Python Api. As Part Of Some Pipeline, After Running Hpo I Am Pulling All The Results From My Optimizer Task And Also Pulling All The Scalars Associated With Th

DepressedChimpanzee34 something along the lines of:
from multiprocessing.pool import ThreadPool p = ThreadPool() def get_last_metric(t): return t.get_last_scalar_metrics() task_scalars_list = p.map(get_last_metric, top_tasks) p.close()We parallelized network connection as I'm assuming the delay is fetching

3 years ago
0 What Is

WithΒ 

pipe.start(queue='services')

, it still tries to run some docker for some reason

The services agent is always running with --docker:
https://github.com/allegroai/clearml-agent/blob/e416ab526ba9fe05daa977b34c9e46b50fb214a0/docker/services/entrypoint.sh#L16
Actually I think we should have it as an argument, so it is easier to control from docker-compose

I'll be waiting for the full log to check the "git clone" issue

3 years ago
0 I Have A Question Regarding Reducing Execution Time Of Pulling Results From The Server With The Python Api. As Part Of Some Pipeline, After Running Hpo I Am Pulling All The Results From My Optimizer Task And Also Pulling All The Scalars Associated With Th

or creating a dedicated function I would suggest also including the actual sampled point in the HP space.

Could you expand ?

This would be the most common use case, and essentially the reason for running the HPO understanding the sensitivity of metrics with respect to hyper-parameters

Does this relates to:
https://github.com/allegroai/clearml/issues/430

manually" filtering the keys I've put in for the HP space. I find it a bit strange that they are not saved as part of t...

3 years ago
0 Just Curious About The Pipeline Decorator Example, I Tried To Run It In My Cluster (Latest Chart As Ususal

from clearml import TaskTypes

That will only work if you are using the latest from the GitHub, I guess the example code was modified before a stable release ...

3 years ago
0 Continuing On

Hi MelancholyBeetle72
You mean the venv creation takes the bulk of the time, or it something else ?

3 years ago
0 Continuing On

Docker cmd is basically docker image name but you can add parameters as well.
For example "Nvidia/cuda" or "Nvidia/cuda -v /mnt/data:/mnt/data"

3 years ago
0 I Cloned It And Scheduled It To The Default Queue, But It Is Not Being Processed. Is The Default Queue By Default Not Usable?

WickedGoat98 did you setup a machine with trains-agent pulling from the "default" queue ?

3 years ago
0 Hi, I Am Trying To Upload A Plot To An Existing Task Using The

SmarmyDolphin68 , All looks okay to me...
Could you verify you still get the plot on debug samples as image with the latest trains RC
pip install trains==0.16.4rc0

3 years ago
3 years ago
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