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Performance Benchmarks #13

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@avik-pal

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@avik-pal

We need to compare with

  1. Old NeuralOperators.jl
  2. Pytorch Neural Operators https://github.com/neuraloperator/neuraloperator
  3. Some Jax version?

cc @ayushinav let's prioritize this

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