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HandsomeCrow5
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6 Questions, 17 Answers
  Active since 10 January 2023
  Last activity one year ago

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16 × Eureka!
0 Votes
14 Answers
637 Views
0 Votes 14 Answers 637 Views
Hi, Is there any way to get experiment debug images programmatically?
3 years ago
0 Votes
9 Answers
669 Views
0 Votes 9 Answers 669 Views
Is it possible to report a static html to a task and have it shown in the UI? I used the following: task = Task.get_task() logger = task.get_logger() logger....
4 years ago
0 Votes
3 Answers
647 Views
0 Votes 3 Answers 647 Views
Hey, Is there a way to report progress timeline in a Data Processing type task? Use case: I have a distributed data preparation process for which I use such ...
3 years ago
0 Votes
11 Answers
713 Views
0 Votes 11 Answers 713 Views
Is there a way to get tasks by hyperparameters values? when I use the search in the UI I get the relevant task, but when I try the following I get an empty l...
4 years ago
0 Votes
1 Answers
816 Views
0 Votes 1 Answers 816 Views
Is there a way to upload an ROC curve with its underlying data? The use-case: I have trained several models and I want to compare their different working poi...
4 years ago
0 Votes
6 Answers
632 Views
0 Votes 6 Answers 632 Views
Is there a way to get the most updated Script class? Use case - I have a piece of code that is common in a few API services which may hold different version ...
4 years ago
0 Is There A Way To Get The Most Updated

Thanks for the prompt response SuccessfulKoala55 ! exactly what I was looking for 🙂

AgitatedDove14 - using your suggested solution looks a bit more generic, and a proper .edit method is a good idea for that. However - it doesn’t resolve the API version issue I had (that is, unless you also suggest to add a method to add execution.script , which isn’t initialized when I use Task.create )

4 years ago
0 Is There A Way To Get The Most Updated

oh, it is indeed misleading.
what should I assign to internal_task_representation.execution.script then (per your example snippet)? a dictionary?

4 years ago
0 Is There A Way To Get Tasks By Hyperparameters Values? When I Use The Search In The Ui I Get The Relevant Task, But When I Try The Following I Get An Empty List:

AgitatedDove14 I was trying to get all tasks that hold a specific value/pattern in a hyperparameter. e.g. - after performing grid-search, get all training tasks with a specific learning rate

4 years ago
0 Hi, Is There Any Way To Get Experiment Debug Images Programmatically?

also - should the value passed to task be the task id?

3 years ago
0 Hi, Is There Any Way To Get Experiment Debug Images Programmatically?

Thanks AgitatedDove14
Using your snippet caused the following error:
TypeError: __init__() missing 1 required positional argument: 'metrics'
when I used client.events.debug_images(task='aabbcc', metrics=None) I got the following: ValueError: Unsupported keyword arguments: task

3 years ago
0 Is There A Way To Upload An Roc Curve With Its Underlying Data? The Use-Case: I Have Trained Several Models And I Want To Compare Their Different Working Points And Curves

found it.

` fpr, tpr, thresholds = my_roc_calc(my_input)
t = Task.get_task(my_task_id)

t.get_logger().report_scatter2d("ROC", "MyModel",iteration=1, scatter=list(zip(fpr, tpr))) `

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

AgitatedDove14 My use-case was a bit different. I only populate the repository url, entrypoint, and commit SHA in the Script object.
We wanted to have something informative enough in our task on one hand, but not to load with redundant data on the other - so a commit SHA made perfect sense.
I ended up using from trains.backend_api.services import tasks and then initialize with tasks.Script(…)

4 years ago
0 Is It Possible To Report A Static Html To A Task And Have It Shown In The Ui? I Used The Following:

I think I’d expect to be able to view the page I’m uploading inline, or at least a thumbnail of it.

To clarify - the html I’m creating is an experiment summary which includes metrics/scalars from my experiment, as well as dataset statistics. I’m not sure it should go to the “debug images” tab - that’s just where it went when I used report_media

4 years ago
0 Is It Possible To Report A Static Html To A Task And Have It Shown In The Ui? I Used The Following:

I have a template which I populate on another process I wrote, which runs once my experiment is over.
A report generation functionality sounds great. add my vote for it 🙂

4 years ago
0 Is It Possible To Report A Static Html To A Task And Have It Shown In The Ui? I Used The Following:

Sounds like a better solution. Less clicks required in order to get to my page. Thanks 🙂

4 years ago
0 Hey, Is There A Way To Report Progress Timeline In A

Exactly what I was looking for!
So just report scalars as I would anyways and then set the dispay to wall-time, right?

3 years ago