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FrothyDog40
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0 Questions, 71 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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0 Hi, Is There A Way To Log Sklearn Metrices (Like Accuracy/Precision) In A Tabular Way Rather Than Plot ?

HappyDove3 Notice that in https://github.com/allegroai/clearml/issues/400 the goal is to see a table plot in the UI scalars tab for a specific experiment (with additional discussions on how these will be addressed when comparing experiments).
Note that once you take the approach you suggested of logging your metrics single values, you can configure your experiment comparison scalars view to show single values instead of the time-series graph which I think will provide you with the matrix c...

3 years ago
0 Hi, I Was Wondering If There Is A Proper Way To Integrate My Model Config File (Json) Into The Workflow Using The Ui. I'Ve Managed To Connect It As A Configuration Object But It Would Be Preferable If I Could Load It Into A Table Like The Other Params (In

IrateDolphin19 ClearML provides for saving files generated as part of your code execution through the https://clear.ml/docs/latest/docs/references/sdk/task#upload_artifact . For your use case, you can have your code thus create the artifact as it runs, you can set the specific storage location when you edit your configuration, through the task's output_uri field.

Does this help?

3 years ago
0 Hey

From the https://github.com/allegroai/trains-server/releases/tag/0.13.0 :
Reports average load metrics per day (CPU/memory) Reports average workload per day (amount and average duration of queues, agents and experiments)

4 years ago
0 Hi, Can We Upload Our Project Repository To Trains Server? If We Can, How Should We Do? I Know When We Write "Task.Init()", It Uploads Our Experiment Into Server, But It Also Run The Experiment. However, I Want To Upload All My Experiments In Draft Status

MysteriousBee56 would providing Trains with an "import mode" (say, via environment or command line variable), which means that it should create a draft server entry, populate all the execution/environment info and exit before it actually starts employing the ML infrastructure address your use case?

4 years ago
0 Somebody In The Team Should Add Clearml To This List

Thanks for noticing @<1523708920831414272:profile|SuperficialDolphin93> - ClearML is already there under it's legacy "Trains" name, it's indeed past time for an update.

3 years ago
0 You Seem To Have An Error In Documentation Or In The Script Help.

RotundHedgehog76 Thanks for the spot - seems like docs are wrong, and CLI help is correct: '--skip-docker-network' will NOT pass '--network host' to the docker.

3 years ago
0 Hi, In The Clearml Web Ui, Is It Possible To Edit The Description Of A Project For Which The Description Was Initially Empty? When There Is A Description There Is An "Edit" Button On The Overview Tab. When There Is No Description There Is No "Edit" Button

GreasyPenguin14 That's an annoying bug indeed - Thanks for spotting it. If you need to circumvent it before a fix comes out in one of the near releases, you can programatically use the https://clear.ml/docs/latest/docs/references/api/endpoints#post-projectsupdate e.g.
from clearml.backend_api.session.client import APIClient client = APIClient() client.projects.update(project='<project ID>', description='My new description')
Note you can get your project's ID either from the webapp URL...

3 years ago
0 Hi, I'Ve Asked

SmarmySeaurchin8 Following up on ColossalDeer61 's hint, notice https://allegroai-trains.slack.com/archives/CTK20V944/p1597248476076700?thread_ts=1597248298.075500&cid=CTK20V944 not-too-old thread on reusing globally installed packages.

4 years ago
0 Ux Question\Request: Is There A Planned Interface Feature To Enable Convenient Debug Images Scrolling ? Or Maybe There Is A Different Way To Do It? When It Gets To 1000'S It Gets Very Frustrating, It Literally Requires 100'S Of Clicks To View A Debug Imag

DepressedChimpanzee34 Thanks for clarifying where the current debug images display falls short for your use case - Extending the filtering to liken the behaviour of the scalars sound like a great idea 🙂

3 years ago
0 Hi - I Have A Nube Issue

Thanks letting us know @<1784392065820397568:profile|SplendidFox3> - The signup for app.clear.ml had indeed broken down, but we should be back on track - Can you now complete the registration?

3 months ago
0 In The Experiment List Page I Can Add Custom Columns (Like Metrics) Which Is Great, But Can I Save The View To Switch Between The Different Views, Or At Least To Have A Fixed View Per Experiment?

Hi HealthyStarfish45 ,

Since you're discussing the experiment list, I assume that by "fixed view per experiment" you actually mean "per project" (as the list view is across all experiments in the list)?
Under this assumption, note that the view configuration (column sort, custom columns, filters) is also specified in the browser URL. So, until the Trains UI supports in-app per-project view preferences - You can simply bookmark the URL.

Does this help?

4 years ago
0 Ux Question\Request: Is There A Planned Interface Feature To Enable Convenient Debug Images Scrolling ? Or Maybe There Is A Different Way To Do It? When It Gets To 1000'S It Gets Very Frustrating, It Literally Requires 100'S Of Clicks To View A Debug Imag

DepressedChimpanzee34
a filter similar to one in the scalars page where you can display a subset of the reported debug images can be usefulThe scalars page provides a metric hide/show control - Is this the one you mean? The debug images page also provides a filter by metric - Depending on your naming policy this can easily be used to focus on more sparsely appearing images.
Else, an example of the filter you were thinking of would be appreciated.

Regardless, direct iteration access cou...

3 years ago
0 Hello. Is There Any Possibility To Change Horizontal Axis In Scalars To Some Chosen Metrics (E.G. Epochs Metric)? As Far I Have Seen It'S Possible To Use Wall Time. Is That A Planned Feature?

Thanks for clarifying @<1523705301990117376:profile|WickedCat12> .
As I mentioned originally, plotting an arbitrary metric against another is further down the ClearML roadmap.
It'd be great if you use a github issue to help push it through :)

one year ago
0 Ux Question\Request: Is There A Planned Interface Feature To Enable Convenient Debug Images Scrolling ? Or Maybe There Is A Different Way To Do It? When It Gets To 1000'S It Gets Very Frustrating, It Literally Requires 100'S Of Clicks To View A Debug Imag

DepressedChimpanzee34 ClearML tries to conserve storage by limiting the history length for debug images (see sdk.metrics.file_history_size https://clear.ml/docs/latest/docs/configs/clearml_conf#sdk-section ), though the history can indeed grow large by setting a large value or using a metric/variant naming scheme to circumvent this limit.

Does your use case call for accessing a specific iteration for all images or when looking at a specific image? Note that the debug image viewer (wh...

3 years ago
0 Any Ideas Why This Is Happening? It Was Fine Yesterday

@<1523701157564780544:profile|TenseOstrich47> This is typically indicative of insufficient server disk space causing ES to go into read-only mode or turn active shards into inactive or unassigned (see FAQ ).

The disk watermarks controlling the ES free-disk constraints are defined by default as % of the disk space (so it might look to you like you still have plenty of space, but ES thinks otherwise). You can configure di...

4 years ago
0 Hi, I Would Like To Configure Clearml-Server To Connect To An S3 Bucket In Order To Store Artefacts - I'Ve Taken A Look On This Page

@<1687643893996195840:profile|RoundCat60> Looks like the docs have not caught up yet with recent structure change in the repo which renamed the 'server' folder to 'apiserver'.
So... the correct link would be None

4 years ago
0 Can'T Access The Docs At The Moment. Ssl Error. Can You Guys Verify Whether Your Ssl Certificate Has Expired Or Not Please? Unsure Whether The Error Is On My Side

@<1523701157564780544:profile|TenseOstrich47> Seems like the ClearML website is temporarily down 😞 . Should be resolved soon though.

3 years ago
0 Hey, I Hope This Is The Right Place To Ask. We'Re A Small Data Science Team That Wants To Log Everything About Our Ml Models. Looking Around On The Internet, Mostly Mlflow Is Being Recommended, But Occasionally The Name Trains Pop-Ups. According To You,

DefeatedCrab47 Happy you're finding Trains useful 🙂

but it definitely has it's advantages if TRAINS would support it (early stage Data Science infrastructure).

No doubt, and I definitely see such usable example in the cards for Trains' upcoming versions...

4 years ago
0 Ui Suggestion:

DepressedChimpanzee34 Experience has shown that some mechanisms for mitigating large sets impact on browser performance are required.
Your 2nd suggestion for adding an in-app search tool for such sections seems to be completely in line with ClearML's behaviour in other UI sections (e.g. console logs) - It'd be great if you can https://github.com/allegroai/clearml/issues/new/choose

3 years ago
0 Any Ideas Why This Is Happening? It Was Fine Yesterday

@<1523701157564780544:profile|TenseOstrich47> The storage in question here is what's available on the machine hosting the ClearML server's docker containers (specifically, the ES one).

4 years ago
0 Hi! I Feel Really Stupid Asking This, But: How Do I Download Graphs In A .Csv Format? I Only Have Download Json Button, Opposed To The Documentation That Says That I Should Also Have .Csv Button

@<1580367723722969088:profile|SmoothDuck83> Not every plot is trivially be formed as a table (i.e. CSV), that's why the JSON export is available for all plots.
What were you considering?

one year ago
0 Hi All, Is There A Way To Filter A Experiments In A Hyperparameter Sweep Based On A Given Range Of A Parameter/Metric In The Ui (Similar To

ExcitedFish86 You can https://clear.ml/docs/latest/docs/webapp/webapp_exp_table#adding-metrics-and--or-hyperparameters to include any parameter/metric column that helps your analysis (and subsequently filter the table on those columns).
There's not yet the equivalent of a parameter importance visualization, though such insight visualizations are definitely in our sights.
Sure appreciate if you can https://github.com/allegroai/clearml/issues/new on the subject :)

3 years ago
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