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Implement DiffOpt interface #119

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blegat opened this issue Aug 2, 2022 · 1 comment
Open

Implement DiffOpt interface #119

blegat opened this issue Aug 2, 2022 · 1 comment
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@blegat
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blegat commented Aug 2, 2022

I was glad to see at Bartolomeo's talk at ICCOPT that OSQP will support querying differentiation information.
We developed an extension of MOI for this at https://github.com/jump-dev/DiffOpt.jl.
At the moment, no solver implements DiffOpt's interface so the DiffOpt.Optimizer uses the solver to compute primal and dual information and then has to solve a linear system to compute these derivative information.
If package implements the DiffOpt interface then it would allow querying these informations from OSQP directly without needing this DiffOpt.Optimizer which would be faster as OSQP has already done part of the work needing to get these information when solving the problem.

@vineetbansal vineetbansal self-assigned this Sep 9, 2022
@blegat
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blegat commented Jan 30, 2023

@vineetbansal Did you start it in a branch that we could take a look at ? Or can we give it a try ?

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