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Refactor ODEIntegrator to not allow undef fsal states #2390

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merged 33 commits into from
Aug 19, 2024

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This was used as a performance optimization early on, dropping the construction of those two vectors since we already construct so much in the caches, we might as well reuse one of the cache pointers. And it's also built into some methods what cache pointer that must be. So the integrator is made with undef's and then during initialization phase the pointers are set.

However, this is unnecessary and adds some complexity. For one, it makes the constructor a bit of a mess. But for two, it gives Enzyme issues as demonstrated in #2282. A better solution is then to just, construct the type correctly.

To do this, we simply need to refactor the information of what vectors correspond to fsal first and last into a function that is per-cache, and use that function in the integrator construction. That's already done in this PR. All that's required to complete this PR is to ensure this refactor is done on every method.

This was used as a performance optimization early on, dropping the construction of those two vectors since we already construct so much in the caches, we might as well reuse one of the cache pointers. And it's also built into some methods what cache pointer that must be. So the integrator is made with undef's and then during initialization phase the pointers are set.

However, this is unnecessary and adds some complexity. For one, it makes the constructor a bit of a mess. But for two, it gives Enzyme issues as demonstrated in #2282. A better solution is then to just, construct the type correctly.

To do this, we simply need to refactor the information of what vectors correspond to fsal first and last into a function that is per-cache, and use that function in the integrator construction. That's already done in this PR. All that's required to complete this PR is to ensure this refactor is done on every method.
@ChrisRackauckas ChrisRackauckas changed the title WIP: Refactor ODEIntegrator to not allow undef fsal states Refactor ODEIntegrator to not allow undef fsal states Aug 18, 2024
@ChrisRackauckas ChrisRackauckas merged commit cb87c1c into master Aug 19, 2024
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@ChrisRackauckas ChrisRackauckas deleted the undef_fsal branch August 19, 2024 03:21
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