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Variational Model #757

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MatteoRobbiati opened this issue Jan 11, 2023 · 0 comments
Open

Variational Model #757

MatteoRobbiati opened this issue Jan 11, 2023 · 0 comments
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enhancement New feature or request

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@MatteoRobbiati
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I think it should be great to have a general object to implement variational models.
It can be something inheriting the circuit features and override some methods in order to simplify some training procedures.
This can be useful, for example, when we want to calculate gradients of a loss function with respect the variational parameters which are combined together with an external input data (think about re-uploading models).

Doing this, we might think about the possibility of "tensoring" actions involving parameters (set_parameters, upload_x, etc.).

@MatteoRobbiati MatteoRobbiati added the enhancement New feature or request label Jan 11, 2023
@scarrazza scarrazza added this to the Qibo 0.1.12 milestone Jan 12, 2023
@scarrazza scarrazza modified the milestones: Qibo 0.1.12, Qibo 0.1.13 Feb 5, 2023
@scarrazza scarrazza modified the milestones: Qibo 0.1.13, Qibo 0.1.14 Apr 25, 2023
@scarrazza scarrazza modified the milestones: Qibo 0.1.14, Qibo 0.1.16 Jun 1, 2023
@scarrazza scarrazza removed this from the Qibo 0.1.16 milestone Jul 27, 2023
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