Questions tagged [efficiency]

For questions about efficiency of ML/AI algorithms solving a particular problem.

Efficiency of an ML/AI algorithm may be benchmarked on many aspects especially:

  • Time Complexity
  • Space Complexity
  • Accuracy
  • Processor Requirements
  • Simplicity of Understanding, etc

Algorithm Efficiency

Big O, how do you calculate/approximate it?

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how fast does need to be an AI agent to be efficient?

I know nowadays agencies are using GPUs in order to accelerate AI, but how fast should be it to be efficient, I mean I know that depends of how large and complex the assignment is but what would be a way to measure its efficiency and what kind of…