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AgitatedDove14
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49 Questions, 8122 Answers
  Active since 10 January 2023
  Last activity one year ago

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25 × Eureka!
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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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2 Answers
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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...
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/...
5 years ago
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New RC for trains-agent is out pip install trains-agent==0.13.2rc1
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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Is it a one time thing? or recurring?
5 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 ...
5 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...
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 /...
5 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 ...
3 years ago
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@<1523703325881536512:profile|ConvolutedSealion94> these are xgboost internal metrics that are automatically picked by clearml
2 years ago
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4 years ago
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Happy new year everyone! πŸ₯‚ πŸŽ† 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...
8 months 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...
4 years ago
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5 years ago
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apparently everyone can ...
5 years ago
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we recently released a new version of clearml-session with Persistent Workspace support! πŸš€ πŸŽ‰ Finally you can develop on remote machines with workspace fold...
one year ago
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Is you server using https ?!
5 years ago
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YEY!!!! Download as CSV 🀯
3 years ago
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0 Hi, I'M Trying To Set Storage Manager To Use Our Internal Miniio Installation But I Ran Into This Issue With This Testing Code:

I think this is great! That said, it only applies when you are spining agents (the default helm is for the server). So maybe we need another one? or an option?

4 years ago
0 Hi!

You are awesome !!!

4 years ago
0 Is It Possible To Add A Callback For A Pipeline From A Step?

Ok the doc needs fixΒ (edited)

suggestion?

4 years ago
0 Hi There, I Am Running A Clearml-Agent In Services Mode (With Docker) On A Machine With Two Disks: One With The Os (8Go, 91% Space Used) And One For The Data (100Go, 40% Space Used). When Executing The Auto-Scaler Task In This Agent, I Get The Following E

JitteryCoyote63 it should just "freeze" after a while as it will constantly try to resend logs. Basically you should be fine πŸ™‚
(If for some reason something crashed, please let me know so we can fix it)

4 years ago
0 Similar Question But When Running A Pipeline, Can I Control The Tags That The Tasks A Pipeline Creates?

using this is it possible to add to requirements of task with task_overrides?

Correct, but you will be replacing (not adding) requirements

4 years ago
0 In A Nutshell, What Do I Need For The Clearml Agent To Scale Ec2 Nodes In The K8 Cluster, In Terms Of Helm Configuration? I Assume Aws Credentials, Is There Anything Else?

BoredHedgehog47 you need to configure the clearml k8s glue to spin pods (instead of allocating agents per pods statically) does that make sense ?

2 years ago
0 Running Into A Strange Issue—

Can you share the clearml.conf ? Maybe something will pop ?

4 years ago
0 Hi. I'M Using Clearml For Logging My Experiments. Can I Compare Experiments By Plotting Graphs? For Example, Every Experiment Logs The Time Per Training Iteration And The Accuracy Per Epoch. I Want To Create A Graph With "Average Time Per Iteration" As X-

because comparing experiments using graphs is very useful. I think it is a nice to have feature.

So currently when you compare the graphs you can select the specific scalars to compare, and it Update in Real Time!
You can also bookmark the actual URL and it is fully reproducible (i.e. full state is stored)
You can also add custom columns to the experiment table (with the metrics) and sort / filter based on them, and create a summary dashboard (again like ll pages in the web app, URL is...

4 years ago
0 Different Question About Warnings: I'M Getting (Infrequently) This Warning, Followed By My Script Hanging

based on this one:
https://stackoverflow.com/questions/31436407/git-ls-remote-returns-fatal-no-remote-configured-to-list-refs-from
I think this is a specific issue of the local git repo configuration, can you verify
(btw: I tested with git 2.17.1 git ls-remote --get-url will return the remote url, without an error)

3 years ago
0 The Histograms I Plot With Matplotlib Look Different On Clearml Compared To The Original Plots, How Can I Make Them Look The Same?

Oh that's definitely off πŸ™‚
Can you send a quick toy snippet to reproduce it ?

4 years ago
0 Hi. I'M Using Clearml For Logging My Experiments. Can I Compare Experiments By Plotting Graphs? For Example, Every Experiment Logs The Time Per Training Iteration And The Accuracy Per Epoch. I Want To Create A Graph With "Average Time Per Iteration" As X-

SoreDragonfly16 . In the hyper parameters Tab, you have "parallel coordinates" (next to the "add experiment" the button saying "values" press on it and there should be " parallel coordinates")
Is that it?

4 years ago
0 Hi. I'M Using Clearml For Logging My Experiments. Can I Compare Experiments By Plotting Graphs? For Example, Every Experiment Logs The Time Per Training Iteration And The Accuracy Per Epoch. I Want To Create A Graph With "Average Time Per Iteration" As X-

SoreDragonfly16 as SmallDeer34 mentioned, you can iterate over the Tasks, pull metrics (with either task.get_last_scalar_metrics or task.get_reported_scalar ) then report them on the Task that runs the Loop itself with the Logger.
wdyt?

4 years ago
0 Hi All, I'Ve Successfully Run A Task Locally, And Now I'M Trying To Clone It And Send It To A Queue. It Looks Like The Environment Is Built Successfully, But It Hangs Here:

Hmm, I'm without, no reason why it will get stuck .
Removing all the auto loggers, this can be done with

Task.init(..., auto_connect_frameworks=False)

which would disconnect all the automatic loggers (Hydra etc) off course this is for debugging purposes

one year ago
0 Hi, Is There A Way To Wait Until A Dataset Finish Uploading Before Proceed? Because I Want To Upload Dataset If It Is Not Already Exist And Then Process The Dataset

Hi @<1797800418953138176:profile|ScrawnyCrocodile51>
The upload function returns Only after the files were uploaded:
None
Is this what you mean?

6 months ago
0 Hi, Is It Possible To Re-Use Task-Id, But Keep The Old Execution Tab ? (Git Diff Specifically).

Hi BoredPigeon26
what do you mean by "reuse the task" ? is this manual execution (i.e. from code)?
How about archiving the old version?
You can also force Task.init to always create a new Task (which preserves the previous run alongside the execution tab)
Basically what's the specific use case ?

3 years ago
0 Hi, Clearml Stores Models In The Following Format:

Yes, the same will work with artifacts, use pass the full url to the artifact_object it should just register it as is.

2 years ago
0 Hi, I Am Trying To Setup The Path To Trains.Conf File Programatically And Having Trouble.. We Tried Using Os.Environ['Trains_Config_File'] = Path, And Also Other Variations Of Overriding The Trains.Backend_Config.Defs But Nothing Seem To Work.. When Creat

Hi RipeGoose2

when creating a task the default path is still there

What do you mean by "PATH" do you want to provide path for the config file? is it for trains manual execution or the agent ?

4 years ago
0 Another Question: Is It Possible To Read The Dependencies Manually From A Conda Environment.Yml? It Seems Like Clearml Is Not Able To Fetch The Dependencies Correctly When

ReassuredTiger98

It seems like clearml is not able to fetch the dependencies correctly whenΒ 

importlib

Β is used.

If you have an example please let me know we'll try to fix it :)

Is it possible to read the dependencies manually from a conda environment.yml?

You can set detect_with_conda_freeze: true in clearml.conf, it will just use the entire conda env
https://github.com/allegroai/clearml/blob/28b85028fe4da3ab963b69e8ac0f7feef73cfcf6/docs/clearml.conf#L170

4 years ago
0 After I Finish Training A Model, I Want To Call Logger.Report_Scalars To Help Monitor Inferencing Status (We Do A Lot Of Batch) But After The Model Finishes Training, Scalars Are No Longer Accepted By The Task As It Is Considered Completed. Help!

@<1523711619815706624:profile|StrangePelican34> are you saying that after the " with " block the task is marked completed? how is that possible? is this done manually ?

one year ago
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