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This repository was archived by the owner on Jul 13, 2023. It is now read-only.
This repository was archived by the owner on Jul 13, 2023. It is now read-only.

Add Error Simulation to the Core #30

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@michalpiszczek

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@michalpiszczek
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Currently, running error experiments on the frontends exhibits weird behavior because the core only supports perfect (volume/2) splits.

It should be possible to specify the error profile of an entire session (or perhaps individual split calls) in the frontends, and have the Core exhibit that behavior.

Example: I want the split error factor to be drawn from N(1, 0.01). When I go to split a 1 volume droplet, and draw 1.2 as the error factor, both the frontend and backend should now see a droplet with volume=0.6 and a droplet with volume=0.4 (see https://github.com/michalpiszczek/puddle/blob/error/src/python/examples/error_dilution.py for the frontend behavior).

Notes:

  • One quick way to do this is having expected volumes be a parameter on split calls, and the Core will simply assume those passed values are correct and assign them to the resulting droplets.
  • Gaussian error should be sufficient.
  • Perhaps we should simulate error for input() as well.

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    A-executionRelating to error detection/correction, simulation, controlRelating to error detection/correction, simulation, control

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