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Cohere Scholars Application

This was a take-home assignment for the first stage of the interview process for Cohere's Research Scholar position. Co;here

Tasks

  1. Debug a classification problem on CIFAR10 dataset
  2. Use SVD decomposition to improve the inference time for the model.
  3. Implement your own algorithm to speed up inference.
    • Implemented structured pruning algorithm to improve inference time for a trained model.