Posts about Loss Function

Loss Functions in Deep Learning with PyTorch

Goal

This post aims to compare loss functions in deep learning with PyTorch.

The following loss functions are covered in this post:

  • Mean Absolute Error (L1 Loss)
  • Mean Square Error (L2 Loss)
  • Binary Cross Entropy (BCE)
  • Kullback-Leibler divergence (KL divergence)

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Reference