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AttractiveShrimp45
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9 Questions, 20 Answers
  Active since 10 January 2023
  Last activity one year ago

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20 × Eureka!
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one year ago
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Our HPO app ran >500 experiments even "Limit Total HPO Experiments=100", and based on our "Parameters To Optimize" it should be just 80 experiments. How to f...
one year ago
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one year ago
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ClearML Hyperparameters Optimization app produces "Summary" table with 'task id', hyperparameters values and 'obective'. Is there a way (== function) for add...
one year ago
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Hi All, I'm starting to use ClearML, for Experiment Management on this step. I'm using Voxel51 ( https://voxel51.com/ ) for managing and selecting my dataset...
2 years ago
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Hi, I'm trying to understand how to add KPIs artifact in a way that will allow to compare them. Currently ClearML presents them as a file, not metrics. Pleas...
one year ago
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Another HPO app question: using UI in "Optimization Configuration" I can choose only one metric. Is this by design or I'm missing something?
one year ago
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one year ago
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Hi, a quick question regarding hyperparameters optimization feature - does it available even in the Free plan, and Pro just adds GUI for configuring it?
one year ago
0 Hi All, I'M Starting To Use Clearml, For Experiment Management On This Step. I'M Using Voxel51 (

AgitatedDove14 thank you!
Do you mean in my train.py, after Task.init(..)?

2 years ago
0 Another Hpo App Question: Using Ui In "Optimization Configuration" I Can Choose Only One Metric. Is This By Design Or I'M Missing Something?

Hmm, I don't know. I think, I saw this feature in 'manual' HPO code, but probably I'm wrong.

one year ago
0 Hpo Question: I Created Hpo App In Clearml Ui, With Certain Parameter To Optimize, With Minumal Value=0.0, Max=1.0 And Step=1.0. So As Far As I Understand This Hpa Should Launch 10 Experiments. In Fact, It'S Launching Tens Of Experiments (>30 And Still

What optimization method did you use?

AFAIK, it's the default one - "Bandit-based Bayesian ..."

Also, what are the values that the cloned experiments get?

As far as I see, there are a few experiments with the same value, for instance 0.3.

I'll try to add a log, and to play with number's format

one year ago
0 Clearml Hyperparameters Optimization App Produces "Summary" Table With 'Task Id', Hyperparameters Values And 'Obective'. Is There A Way (== Function) For Adding Some Custom Data For This Table?

Thank you @<1523701070390366208:profile|CostlyOstrich36> , but I don't see a report into HPO app experiment, just a few graphs and a Summary table.

one year ago
0 Hpo App Question: My Config Includes 11 Parameter Values (0 - 1, Step 0.1). I'Ll Expect To See 11 Experiments, But I Fact It Was "52 Iterations". What I'M Missing (Last Time I Asked Similar Question, But This Time There Is No Issue With Hpo-App Integratio

In this case though, there are only 11 possible parameter "combinations". But by default, ClearML sets the maximum amount of jobs much higher than that (check advanced settings in the wizard).

I could understand if it will use the minimum amount of jobs, not maximum 🙂
BTW, I created another HPO app with two parameters. And instead of 11*6=66 jobs I saw 92.
I'll open a bug.
@<1523701118159294464:profile|ExasperatedCrab78> - many thanks!

one year ago
one year ago
0 Hi, I'M Trying To Understand How To Add Kpis Artifact In A Way That Will Allow To Compare Them. Currently Clearml Presents Them As A File, Not Metrics. Please See My Code And Clearml "Compare Experiments" Screenshot Below.

Many thanks - using Logger it seems much better!
Now I see my metrics under 'Plots'. But when I compare two experiments, ClearML just shows me two tables. I hoped to see the diff.

one year ago
0 Hpo Question: I Created Hpo App In Clearml Ui, With Certain Parameter To Optimize, With Minumal Value=0.0, Max=1.0 And Step=1.0. So As Far As I Understand This Hpa Should Launch 10 Experiments. In Fact, It'S Launching Tens Of Experiments (>30 And Still

Can you add a log of the HPO app? It's in hidden projects (Go to settings and enable viewing hidden projects).

Here is the log of 'hpo-app' app. And it's really seems to be related to float type...

one year ago