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We have seen quite some issues with Eigen-based solvers when it comes to OpenACC/OpenMP offload on GPUs. In order to simplify the implementation and reduce the maintenance burden, we should evaluate and then remove Eigen dependency from NMODL.
As part of this ticket:
Check the existing of Eigen
Confirm if we can replace the usage by Crout solver
Have implementation without Eigen
Measure performance against standard benchmarks - channel-benchmark, olfactory-bulb and reduced-dentate
We have seen quite some issues with Eigen-based solvers when it comes to OpenACC/OpenMP offload on GPUs. In order to simplify the implementation and reduce the maintenance burden, we should evaluate and then remove Eigen dependency from NMODL.
As part of this ticket:
Note that some was already done in #690.