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SmallDeer34
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21 Questions, 155 Answers
  Active since 10 January 2023
  Last activity one year ago

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132 × Eureka!
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9 Answers
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0 Votes 9 Answers 2K Views
4 years ago
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3 Answers
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Question: has anyone done anything with Ray or RLLib, and ClearML? Would ClearML be able to integrate with those out of the box? https://medium.com/distribut...
4 years ago
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10 Answers
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So, I did a slew of pretrainings, then finetuned those pretrained models. Is there a way to go backwards from the finetuning Task ID to the pretraining Task ...
4 years ago
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13 Answers
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Hello, there's a particular metric (perplexity) I'd like to track, but clearML didn't seem to catch it. Specifically, this "Evaluation" section of run_mlm.py...
4 years ago
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7 Answers
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Is there any way to get just one dataset folder of a Dataset? e.g. only "train" or only "dev"?
4 years ago
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3 years ago
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Hello! I'm just starting out with ClearML, and I seem to be having some sort of conflict between clearml and torch , at least in Colab In this guide ( https:...
4 years ago
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30 Answers
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4 years ago
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So I'm in a Colab notebook, and after running my Trainer(), how do I upload my test metrics to ClearML? ClearML caught these metrics and uploaded them: train...
4 years ago
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30 Answers
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Hello! Getting credential errors when attempting to pip install transformers from git repo, on a GPU Queue. fatal: unable to write credential store: Device o...
4 years ago
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Here's the original Colab notebook. It can import torch without error: https://colab.research.google.com/github/huggingface/blog/blob/master/notebooks/01_how...
4 years ago
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So, I'm trying to do a several-step process, but it needs to run on a GPU queue in ClearML. How would I do that? Specifically, here's what I'm trying to do, ...
4 years ago
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OK, next question, I've got some training args that I'd like to manually upload and have them show up in the attached place, under Configuration. It is a Hug...
4 years ago
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Second: is there a way to take internally tracked training runs and publish them publicly, e.g. for a research paper? "Appendix A: training runs can be found...
3 years ago
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13 Answers
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How, if at all, should we cite ClearML in a research paper? Would you like us to? How about a footnote/acknowledgement?
4 years ago
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28 Answers
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4 years ago
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OK, we've got a GPU Queue setup on one of our local machines. I managed to run a script on it, which was intended to download a clearML dataset stored in s3....
4 years ago
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So, this is something I've noticed, this line always seems to crash my Colab Notebooks: Task.current_task().completed()
4 years ago
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18 Answers
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Is there any way to: within the UI, select and compare the scalars for more than 10 experiments? I'd like to do something like: select these 10 run in such a...
4 years ago
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6 Answers
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Currently trying to figure out how to extend clearML's automagical reporting to JoeyNMT. https://github.com/joeynmt/joeynmt/blob/master/joey_demo.ipynb is a ...
4 years ago
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Question about https://allegro.ai/clearml/docs/rst/references/clearml_python_ref/task_module/task_task.html#clearml.task.Task.upload_artifact : Let's say I g...
4 years ago
0 Question: Has Anyone Done Anything With Ray Or Rllib, And Clearml? Would Clearml Be Able To Integrate With Those Out Of The Box?

A colleague was asking about it, and especially how hard it would be to, like, save off the "best" model instead of the last

4 years ago
0 Hello! I'M Just Starting Out With Clearml, And I Seem To Be Having Some Sort Of Conflict Between

Did a couple tests with Colab, moving the installs and imports up to the top. Results... seem to suggest that doing all the installs/imports before actually running the tokenization and such might fix the problem too?

It's a bit confusing. I made a couple cells at the top, like thus:
!pip install clearmland
from clearml import Task task = Task.init(project_name="project name", task_name="Esperanto_Bert_2")and
# Check that PyTorch sees it import torch torch.cuda.is_available()and
...

4 years ago
0 Currently Trying To Figure Out How To Extend Clearml'S Automagical Reporting To Joeynmt.

Yup! That works.
from joeynmt.training import train train("transformer_epo_eng_bpe4000.yaml")And it's tracking stuff successfully. Nice

4 years ago
4 years ago
0 Hello, I'M Not Getting Training Metrics Tracked By Clearml When I Execute The A Training Script Remotely, But I Get Them If I Run Locally. Is It Because I Have A Task.Init() In The File? What Happens When You Remotely Run A Script Which Has An Init() In I

Long story, but in the other thread I couldn't install the particular version of transformers unless I removed it from "Installed Packages" and added it to setup script instead. So I took to just throwing in that list of packages.

4 years ago
0 Hello! I'M Just Starting Out With Clearml, And I Seem To Be Having Some Sort Of Conflict Between

But then I took out all my additions except for pip install clearml and
from clearml import Task task = Task.init(project_name="project name", task_name="Esperanto_Bert_2")and now I'm not getting the error? But it's still install 1.02. So I'm just thoroughly confused at this point. I'm going to start with a fresh cop of the original colab notebook from https://huggingface.co/blog/how-to-train

4 years ago
0 Hello! Does Someone Have A Huggingface Integration Example?

Hello! integration in what sense? Training a model? Uploading a model to the hub? Something else?

3 years ago
0 So I'M In A Colab Notebook, And After Running My Trainer(), How Do I Upload My Test Metrics To Clearml? Clearml Caught These Metrics And Uploaded Them:

This seems to work:

` from clearml import Logger
for test_metric in posttrain_metrics:
print(test_metric, posttrain_metrics[test_metric])

#report_scalar(title, series, value, iteration)
Logger.current_logger().report_scalar("test", test_metric, posttrain_metrics[test_metric], 0) `

4 years ago
0 Hello, I'M Not Getting Training Metrics Tracked By Clearml When I Execute The A Training Script Remotely, But I Get Them If I Run Locally. Is It Because I Have A Task.Init() In The File? What Happens When You Remotely Run A Script Which Has An Init() In I

Tried it. Updated the script (attached) to add it to the main function instead. Then ran it locally. Then aborted the job. Then "reset" the job on clearML web interface and ran it remotely on a GPU queue. as you can see in the log (attached) there is loss happening, but it's not showing up in the scalars (attached picture):

edit: where I ran it after resetting

4 years ago
0 My Nth Question For The Day

seconded, I'm curious about this also.

4 years ago
0 So, I'M Trying To Do A Several-Step Process, But It Needs To Run On A Gpu Queue In Clearml. How Would I Do That? Specifically, Here'S What I'M Trying To Do, Is It Possible?

Sounds doable, I will give it a try.

The task.execute_remotely thing is quite interesting, I didn't know about that!

4 years ago
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