Run Baseline for Tasks of EEG Auditory challenge

AlKun25 commented 10 months ago

Description

Our starting point for this project would be to run the baselines given on the repo provided by the organizers.

Tasks

[ ] Run an end-to-end training on the dataset for each baseline model for each task.
[x] Log the results in as details as possible.
[ ] Decide individual modules to create.

Reference

Task 1: https://github.com/exporl/auditory-eeg-challenge-2024-code/blob/main/task1_match_mismatch/experiments/dilated_convolutional_model.py Task 2: https://github.com/exporl/auditory-eeg-challenge-2024-code/tree/main/task2_regression/experiments

Who would like to be assigned for this ?

AlKun25 commented 9 months ago

Currently we are able to fit only the Task 2 baseline, i.e., the linear baseline model using my laptop/Colab. It would take roughly 2hrs to finish, though I haven't done that as of now

AlKun25 commented 9 months ago

However, the current baselines will be easier to do if we have GPU with RAM of at least 16GB on a single GPU

AlKun25 / WeHear