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Unary Tensor Operations

  • Book Excerpt from "Generative AI in C++"
  • by David Spuler, Ph.D.

Unary Tensor Operations

Like a 2-D matrix, there are various simple operations we can define on a single tensor. The various element-wise operations apply individually to each tensor item.

  • Clear or set to a value
  • Add or subtract a scalar
  • Multiply or divide by a scalar

Similarly, we could apply a particular unary mathematical function to each element separately: square root, exponentiation, natural logarithm, and more.

 

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