A hands-on educational walkthrough of training a CelebA (Eyeglasses) image classifier with Differentially Private SGD using PyTorch and Opacus. The focus of this repo is on clarity and reproducibility ...

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The learning rate was initially set to 0.001 and decayed using a cosine annealing strategy, which gradually reduces the learning rate during training to ensure stable convergence. The Adam optimizer ...