bagmk/Quantum_Machine_Learning_Express

Next Week Plan (03-19-21)

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bagmk commented

Plan for next week

  • Study the relationship of the number of the shots
  • Study the relationship of different simulators
  • Three different ways to characterize y value for loss functions (avg, single shot, most occurred value)
  • Read the Paper carefully how they defined the loss and compare the expressibility numerically from the paper.
  • Sanity check of the circuit (single data, check the convergence)
  • Reconfirm the circuit is correct (one by one)
  • Understand the interface between Qiskit and PyTorch (continued)
  • Calling function from others (% run my file?)

Meeting summary

  • Relationship between number of shots and simulator
  • Discussion of PyTorch application
  • Possible way of the convergence of loss function
  • Discussion of divergence and entangling capability
  • The class conversion from density matrix to an array
  • u3 gate and random_unitary