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Make FH allocation-free #91

@MaxenceGollier

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@MaxenceGollier

We should use in place solves and preallocated workspaces instead of allocating at each iteration, i think this is the reason why FH is so slow.

Ultimately, all the NLPModels API functions for the FH problem should be allocation free.

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