Parton-Level Cross Section Interpolation

Interpolate the relationship between a (parametrised) underlying distribution of particles and the probability of such an event occurring in a collider.

Hosted by

CERN

Posted 5 days ago

Facing error

Hi we are getting a good score while running our code locally but when testing it on aqora we are getting errors Evaluation error what might be the reason @stubbi and @paf

Order by:

Posted by Abdullah • yesterday (edited)

Hi @stubbi , @paf , @antoine , @yhaddad and @grossim Since yesterday me and @jayesh1211 were trying to upload the submission files to the aqora Platform as a Team we were getting a lot of technical issues while uploading the file and ran into errors such VS code not found project.toml not found, so we decided to mail our submission notebook to Jannes on his email @stubbi, just before the final deadline to ensure a fair evaluation, . if the submission has to be reflected on the leaderboard either way, we can upload the same test notebook file on the aqora platform for the leaderboard which was sent to @stubbi via email if you guys can permit some extra time for the upload with some guidelines on how to upload the file

For fair evaluation you can cross check the final uploaded leaderboard results with the file which was send over on email before the deadline

We have achieved a good R^2 R2 score of 0.8189 % along with the cross-section's values. R² Score: 0.8189 for our Hybrid quantum classical Model

Posted by stubbi • yesterday

Thanks for the submissions. Can you please provide the exact commands and error messages you are facing? It will help us understand what’s the issue

Posted by Abdullah • yesterday

Hi @stubbi To explain the entire process We followed the H2 Ground state energy tutorial docs section for the intial testing and upload We successfully installed aqora cli using pip in the VS code We also have preinstalled all the up to date libraries and dependencies Then we tested and verified aqora using aqora help And succesfully logged in We were abled to download the templates and data files successfully Everything is working well at this point .now coming to the submission We are not able to find the directory or the solution notebook template for running and uploading the solution We are getting errors such as directory not found Project.toml not found

These are the errors we are getting . We want to know in detail about the submission Can you please guide us on how to test and upload the files .also how to write our code in the solution.ipynb file template in which cell And how to run it Thank you

Posted by stubbi • yesterday

Thanks! Did you cd into the correct directory and could run aqora test there?

Posted by Abdullah • 18 hours ago

Yes we did the CD in the directory

Posted by stubbi • 48 minutes ago

@abdullah would you mind copy pasting the content from your terminal here? It's not possible for me to understand the error you are facing without.

Posted by bhagya • yesterday

Yes I was facing the same error too.

Posted by Abdullah • yesterday

Any updates on this @stubbi @paf @antoine

Posted by antoine • yesterday

@bhagya @abdullah can you send your submission to antoine@aqora.io and attach files at:

$HOME/.local/state/aqora/aqora.log* if you are on Linux,
$HOME/Library/Caches/aqora/aqora.log* if you are on macOS,
%USERPROFILE%\AppData\Local\aqora\aqora.log* if you are on Windows.

Posted by Abdullah • 18 hours ago

Hi @stubbi @antoine and @paf We can send our submissions but Due to the extensive computational time required by our model, we attempted to run our code on a subset of the original dataset and successfully obtained the R² value : 81 .However, when we executed the same code using the “aqora test” command in the solution file, we encountered an error indicating a mismatch in the dimensions of the dataset. We understand why this error occurs: the testing command calculates the R² value (which is predefined in the backend) and any other metrics based on the entire dataset. Since our model only utilized a subset of the data, this discrepancy leads to the dimensionality mismatch error. What can be done now Any thing if you can suggest

Posted by Abdullah • 12 hours ago (edited)

Hi @stubbi and @antoine After a lot of debugging and testing we are able to test and run the code using the aqora test command We are getting the same results which I mentioned above a R2 score of 81 After running the notebook with a subset of the original data which can seen in the image . Given that we took only a subset of data due to less compute power of our machine we were able to get a good score We believe if we take all the data there is a possibility of getting good score for the model but given that the training for the large amount of data can be time consuming which I believe is the issue we faced intially with each epoch taking a lot of time One more thing is that we were able to successfully Run and test our notebook and get a good score But there is still issues while uploading the file to the leaderboard Which we believe is due to evaluation and training metrics and data restrictions on the platform backend which takes into account all the data which is giving us errors like dimensionality mismatch We would like to know your thoughts on how to proceed from here Regards

Posted by Abdullah • 2 hours ago

Hi @stubbi and @antoine any updates on what can be done

Posted by Abdullah • 1 hour ago

Posted by stubbi • 4 days ago

Can you share the specific errors, please?

Posted by Abdullah • 4 days ago

Hi yes while testing the algorithm I am getting an error test not found

Want to join this discussion?

Join our community today and start discussing with our members by participating in exciting events, competitions, and challenges. Sign up now to engage with quantum experts!