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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 7 months ago

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25 × Eureka!
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Slack security ... Go figure ๐Ÿ˜‰
4 years ago
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apparently everyone can ...
4 years ago
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Hi Guys! I have great news, we finally fully implemented support for continuing previously trained models ๐ŸŽ‰ Here is a quick example (this is torch, but any ...
4 years ago
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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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https://allegro.ai/docs
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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New RC for trains-agent is out pip install trains-agent==0.13.2rc1
4 years ago
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Hi
Hi , v0.15 is out, ๐ŸŽ‰ ๐Ÿš€ Your feedback had a major influence on the features we added ๐Ÿ™‚ thank you! A selected list of features: Column resizing / ordering /...
4 years ago
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4 years ago
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Happy Friday everyone ! We have a new repo release we would love to get your feedback on ๐Ÿš€ ๐ŸŽ‰ Finally easy FRACTIONAL GPU on any NVIDIA GPU ๐ŸŽŠ Run our nvidi...
8 months ago
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4 years ago
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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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YummyWhale40 awesome thanks!
4 years ago
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๐ŸŽŠ ๐Ÿพ Happy new year ! ๐ŸŽ† ๐ŸŽ‡ 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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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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4 years ago
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Quick note: v1.3.1 caused PipelineDecorator Tasks to by default disable the automagic frameworks connection, this bug is solved in the latest RC pip install ...
2 years ago
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Hi
Hi ClearML v0.17.1 and ClearML-Agent v0.17.0 are now the official packages & repositories ๐ŸŽ‰ ๐ŸŽŠ ๐Ÿ‘‹ ๐Ÿ›ค๏ธ This new name brings on many changes, mainly replace a...
3 years ago
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4 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...
4 years ago
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๐Ÿ™ There is no v1.0 release without a prompt v1.0.1 following it, and we are no different ๐Ÿ˜Š pip install clearml==1.0.1
3 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...
4 years ago
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We are at AAAI NY, come look us up :)
4 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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Is it a one time thing? or recurring?
4 years ago
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we recently released a new version of clearml-session with Persistent Workspace support! ๐Ÿš€ ๐ŸŽ‰ Finally you can develop on remote machines with workspace fold...
8 months ago
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LSTMeow is back! Bots/Gals/Guys feel free to ๐Ÿ‘ None
4 years ago
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OMG Look who just joined the PyTorch EcoSystem None Yes! it is TRAINS ๐Ÿš† ๐ŸŽ‰ ๐ŸŽˆ
4 years ago
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3 years ago
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@<1523703325881536512:profile|ConvolutedSealion94> these are xgboost internal metrics that are automatically picked by clearml
2 years ago
Show more results questions
0 Hey Guys While Trying To Serve, Following:

Hi @<1544853695869489152:profile|NonchalantOx99>
I would assume the clearml-server configuration / access key is misconfigured in your copy of example.env

one year ago
0 Hi, We Have A Bit Old Open Source Clearml Instance. I Want To Create A New Instance On A New Infrastructure. Is There An Easy Way To Migrate Data Between Clearml Instances?

Hi @<1544128915683938304:profile|DepravedBee6>
You mean like backup the entire instance and restore it on another machine? Or are you referring to specific data you want to migrate?

BTW if you are upgrading old versions of the server I would recommend upgrading to every version in the middle (there are some migration scripts that need to be run in a few of them)

one year ago
0 Hello, Is It Possible To Edit Scalars/Plots From An Experiment (Rename Or Delete Them) With The Python Client Or With The Server Api?

Hmm I think this is not doable ... ๐Ÿ˜ž
(the underlying data is stored in DBs and changing it is not really possible without messing about with the DB)

one year ago
0 Hi Team, How To Configure Gerrit To Clearml?

Hi @<1542316991337992192:profile|AverageMoth57>
is this a follow up of this thread? None

one year ago
0 Hi Team, How To Configure Gerrit To Clearml?

I'm answering on the original thread

one year ago
0 Hi All! Quick Question: Can Clearml-Agent

So you have two options

  • Build the container from your docker file and push it to your container registry. Notice that if you built it on the machine with the agent, that machine can use it as Tasks base cintainer
  • Use the From container as the Tasks base container and have the rest as docker startup bash script. Wdyt?
one year ago
0 Hi! I'M Currently Considering Switching To Clearml. In My Current Trials I Am Using Up The Api Calls Very Quickly Though. Is There Some Way To Limit That? The Documentation Is A Bit Sparse On What Uses How Many Api Calls. Is It Possible To Batch Them For

restart_period_sec

I'm assuming development.worker.report_period_sec , correct?

The configuration does not seem to have any effect, scalars appear in the web UI in close to real time.

Let me see if we can reproduce this behavior and quickly fix

2 years ago
0 Quick Question.. Is Redis Used As Permanent Data Storage Or Just Cache? Would There Be Any Problems If It Is Restarted And Comes Up Clean?

Hi DisgustedDove53

Is redis used as permanent data storage or just cache?

Mostly cache (Ithink)

Would there be any problems if it is restarted and comes up clean?

Pretty sure it should be fine, why do you ask ?

3 years ago
0 I Have Setup A

I suppose the same would need to be done for anyย 

clientย 

PC runningย 

clearml

ย such that you are submitting dataset upload jobs?

Correct

That is, the dataset is perhaps local to my laptop, or on a development VM that is not in theย 

clearml

ย system, but I from there I want to submit a copy of a dataset, then I would need to configure the storage section in the same way as well?

Correct

3 years ago
0 I Am Running Trains=0.16.4 Python==3.7.5 , And Notice That The "Log" Page Sometimes Didn'T Capture The Console Log From My Program. Is This A Known Issue, Anyone Have Experienced Similar Behavior?

Will the new fix avoid this issue and does it still requires theย 

incremental

ย flag?

It will avoid the issue, meaning even when incremental is not specified, it will work
That said the issue any other logger will be cleared as well, so, just good practice ...

From theย 

logging

ย documentation ...

Hmmm so I guess Kedro should not use dictConfig ?! I'm not sure on the exact use case, but just clearing all loggers seems like a harsh approach

3 years ago
0 Hello! How Do I Pass Default Github Environment Variables (Such As "Github_Event_Path") From Github Actions To The Clearml Agents? Github Actions Is Running On A Runner And Clearml Agents Are Hosted On A Separate Remote Machine. Was Basically Trying To Ac

Hi @<1628927672681762816:profile|GreasyKitten62>
Notice that in the github actions example this psecific Task is executed on the GitHub backend, the Task it creates is executed on the clearml-agent.
So basically:
Action -> Git worker -> task_stats_to_comment.py -> Task Pushed to Queue -> Clearml-Agent -> Task execution is here

Does that make sense ?

10 months ago
0 Hi Guys, Since I Am Done With Implementing The Aws Autoscaler, I Would Like To Share Some Pain Points That I Encountered In The Process With The Hope That They Can Be Documented To Help Other Users:

Thanks JitteryCoyote63 !
Any chance you want to open github issue with the exact details or fix with a PR ?
(I just want to make sure we fix it as soon as we can ๐Ÿ™‚ )

3 years ago
0 Hello! When I Use The

Hi DangerousDragonfly8

, is it possible to somehow extract the information about the experiment/task of which status has changed?

From the docstring of add_task_trigger
```py def schedule_function(task_id): pass ```This means you are getting the Task ID that caused the trigger, now you can get all the info that you need with Task.get_task(task_id)
` def schedule_function(task_id):
the_task = Task.get_task(task_id)
# now we have all the info on the Task tha...

2 years ago
0 I Buried This Issue In Another Thread To Do With Deployment, But I Was Wondering If Anyone Else Has Had Problems Using

Would this be best if it were executed in the Triton execution environment?

It seems the issue is unrelated to the Triton ...

Could I use theย 

clearml-agent build

ย  command and theย 

Triton serving engine

ย task ID to create a docker container that I could then use interactively to run these tests?

Yep, that should do it ๐Ÿ™‚
I would start simple, no need to get the docker itself it seems like clearml credentials issue?!

3 years ago
0 Hey, We'Ve Experienced Some Issues With Clearml Trigger Schedulers We Were Playing With In The Last Few Days. This Is What Happened:

Hi RotundHedgehog76
Notice that the "queued" is on the state of the Task, as well as the the tag
We tried to enqueue the stopped task at the particular queue and we added the particular tagWhat do you mean by specific queue ? this will trigger on any Queued Task with the 'particular-tag' ?

one year ago
0 Is It Possible To Import User-Defined Modules When Wrapping Tasks/Steps With Functions And Decorators? As Far As I Know, When I Want To Define A Single “Step” In A Pipeline Using Function For Decorator, I Need To Import All Required Libs Inside This Wrapp

Great ascii tree ๐Ÿ™‚
GrittyKangaroo27 assuming you are doing:
@PipelineDecorator.component(..., repo='.') def my_component(): ...The function my_component will be running in the repository root, so in thoery it could access the packages 1/2
(I'm assuming here directory "project" is the repository root)
Does that make sense ?
BTW: when you pass repo='.' to @PipelineDecorator.component it takes the current repository that exists on the local machine running the pipel...

3 years ago
0 I Uncommented The Line

BTW: why use CLI? the idea of clearml it becomes part of the code, even in the development process, this means add "Task.init(...)" at the beginning of the code, this creates the Tasks and logs them as part of the development. Which means that xecuting them is essentially cloning and enqueuing in the UI. Of course you can automate it directly as part of the code.

2 years ago
0 One More Follow-Up Still; We'Re Trying To Run Non-Gpu Scaler, And I'Ve Finally Sorted Out Subnet And Security Groups Issues, Only To Run Into This:

UnevenDolphin73
fatal: could not read Username for ' ': terminal prompts disabled .. fatal: clone of ' ' into submodule path '/root/.clearml/vcs-cache/xxx.60db3666b11ac2df511a851e269817ef/xxx/xxx' failedIt seems it tries to clone a submodule and fails due to to missing keys for the submodule.
https://stackoverflow.com/questions/7714326/git-submodule-url-not-including-username
wdyt?

2 years ago
0 Hello Everyone, I Have A Quick Question, I Am Using Clearml For An Ml Experiment Tracking Project. As Is, Clearml Is Saving A Version Of My Model After Each Epoch. Is There A Way For Clearml To Simply Save The Model Once Training Is Done And To Ignore The

Hi @<1547028031053238272:profile|MassiveGoldfish6>

Is there a way for ClearML to simply save the model once training is done and to ignore the model checkpoints?

Yes, you can simple disable the auto logging of the model and manually save the checkpoint:

task = Task.init(..., auto_connect_frameworks={'pytorch': False}
...
task.update_output_model("/my/model.pt", ...)

Or for example, just "white-label" the final model

task = Task.init(..., auto_connect_frameworks={'pyt...
9 months ago
0 Hi All, Are There Any Alternatives To Storing User Credentials In

Do you have a roadmap which includes resolving things like this

Security SSO etc. is usually out of scope for the open-source platform as it really makes the entire thing a lot harder to install and manage. That said I know that on the Enterprise solution they do have SSO and LDAP support and probably way more security features. I hope it helps ๐Ÿ™‚

3 years ago
0 Hi, How Can I Change The Project.Default_Output_Destination? I Tried Setting It To None But It Is Not Updated

Oh
Task.get_project_object().default_output_destination = None
This has no effect on the backend, meaning this does not actually change the value.
from clearml.backend_api.session.client import APIClient c = APIClient() c.projects.update(project="<project_id_here>", default_output_destination="s3://")btw: how/what it is used for in your workflow ?

2 years ago
0 Hi Folks, Happy New Year! I'M Running Into A New Bug In The Webapp Where I Compare Two Or More Experiments, But The Plots Only Show One Of Them (I.E. There'S Two Plots Shown Side-By-Side But They'Re Actually Both Just The First Experiment That Was Selec

Happy new year @<1618780810947596288:profile|ExuberantLion50>

  • Is this the right place to mention such bugs?Definitely the right place to discuss them, usually if verified we ask to also add in github for easier traceability / visibility

m (i.e. there's two plots shown side-by-side but they're actually both just the first experiment that was selected). This is happening across all experiments, all my workspaces, and all the browsers I've tried.

Can you share a screenshot? is this r...

10 months ago
0 What Is The Suggested Way Of Running Trains-Agent With Slurm? I Was Able To Do A Very Naive Setup: Trains-Agent Runs A Slurm Job. It Has The Disadvantage That This Slurm Job Is Blocking A Gpu Even If The Worker Is Not Running Any Task. Is There An Easy Wa

HealthyStarfish45 if I understand correctly the trains-agent is running as daemon (i.e. automatically pulling jobs and executes them), the only point might be cancelling a daemon will cause the Task executed by that daemon to be canceled as well.
Other than that, sounds great!

4 years ago
0 I’M Trying To Use Minio With Clearml As A External Storage. I Am Having Problems With The Configuration File For The Clearml Client When I Use The Output_Uri Parameter Of Task.Init What Do I Put There? I Am Currently Doing Task.Init(… Output_Uri=“S3://I

@<1538330703932952576:profile|ThickSeaurchin47> can you try the artifacts example:
None
and in this line do:

task = Task.init(project_name='examples', task_name='Artifacts example', output_uri="
")
one year ago
0 If I'M Using A Drive Mapping To Save Files Is There Any Easy Method/Hack That Would Allow Me Having Different Base Mappings On Different Machines?

HelplessCrocodile8

Basically the file URI might be different on a different machine (out of my control) but they point to the same artifact storage location

We might have thought of that...
in your clearml.conf file:
` sdk{
storage {
path_substitution = [
# Replace registered links with local prefixes,
# Solve mapping issues, and allow for external resource caching.
{
registered_prefix = file:///mnt/data/...

3 years ago
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