Edit the sample function in pydelfi_wrappers.py to make it more efficient. It currently takes a very long time (1hr+) to serially sample all test points, a necessary step for validation. This can be made more efficient by:
Implementing batch evaluations on the GPU
Implementing CPU multiprocessing with emcee's built-in Pool functionality
Edit the
samplefunction in pydelfi_wrappers.py to make it more efficient. It currently takes a very long time (1hr+) to serially sample all test points, a necessary step for validation. This can be made more efficient by: