Numba CUDA parallel nonlinear optimisers
The majority of optimisers focus on parallelisation within the cost functions or perhaps in the gradient estimation steps. deepdive takes a different approach, here we are interested in running many non linear optimisers in parallel.
Problems requiring multiple parallel non linear solves are prevelent in sample and test bassed algorithms such as RANSAC variants.