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BrAIn team entry for the MicroNet Neurips challenge on the CIFAR-100 Task.

Score

Our final score is 0.078, 0.060 from the ops and 0.018 from the parameters. All the details are available in report.pdf

Code

All the code is available in the Final folder.

How to run

To test a pre-trained network and check the score, just go to the "Final/" folder and run profile.py. We provide three files from three different iterations of train.py, all of them with the same score and above the threshold accuracy.

To train a network from scratch, just go to the "Final/" folder and run train.py. You can them re-run the profile with profile.py.

Members (Alphabetical Order):

  • Carlos Lassance
  • Ghouthi Boukli Hacene
  • Sebastien Henwood
  • Vincent Gripon