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The construction of the base state with MetGrid had a foundational issue when on the GPU. Specifically, the use of
DeviceVectors
to do column-wise operations will not work on the GPU since multiple threads will try to access that vector at the same time, causing a race condition. We now eliminate thecalc_rho_p
routine and directly interact with theNewton_Raphson
iterator by integrating fromk = [1 kmax]
, where we need onlyk-1
andk
values.