ACM AI Neural Network Modeling Competition 🔮
Welcome to the Winter 2022 Neural Network Modeling Competition! This competition will run for the entirety of Winter Quarter 2022 ❄️
This repository contains some starter code in easy and medium directories that you can run and submit to the competition at https://ai.acmucsd.com/competitions/nn.
The distinction between easy and medium is that easy contains 3D Data while medium contains 4D Data.
Competition Tiers
For this competition, we want to bring out the best and brightest ideas from our competitors! To do this, we will be awarding winners across 3 Model Parameter + Training Epoch Tiers which are defined below:
| Competition Tier | # of Model Parameters | # of Training Epochs |
|---|---|---|
| Feather-weight | 1 param <= x params <= 5k params | 1 epoch <= x epochs <= 300 epochs |
| Middle-weight | 5,001 params <= x params <= 10,000 params | 301 epochs <= x epochs <= 400 epochs |
| Heavy-weight | 10,001 params <= x params <= 15,000 params | 401 epochs <= x epochs <= 500 epochs |
Your models must meet the requirements for at least 1 row in the Competition Tier table for your submission(s) to be considered in the final ranking.
Note: You are allowed to submit to all Competition Tiers if you'd like!
Other Logistics
Make sure to login first or register an account with ACM AI!
Link to kick off slides: https://docs.google.com/presentation/d/1ZXHG_5rOEuu5ctrup0C8_JtXHOFgpEopePjqDbExg74/edit#slide=id.ga74dcee8c1_2_5