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efficient-ai

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Shikha-code36 / early-exit-cnn

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A deep learning framework that implements Early Exit strategies in Convolutional Neural Networks (CNNs) using Deep Q-Learning (DQN). This project enhances computational efficiency by dynamically determining the optimal exit point in a neural network for image classification tasks on CIFAR-10.

reinforcement-learning deep-learning cnn pytorch dqn image-classification cifar10 cifar-10 pytorch-cnn cnn-pytorch cifar10-classification early-exit model-optimization efficient-ai
  • Updated Feb 23, 2025
  • Jupyter Notebook

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