Dear Numpyro experts
I’m using NUTS sampler and I’m wandering if one can explain me how some variables of the progress bar are computed. Here is a current example
sample: 45% | | 4725/10500 [17:42:54<99:27:39, 62.00s/it, 255 steps of size 6.87e-06. acc. prob=1.0]
For the NUTS parameters I only change max_tree_depth=8 and I ask for 500 warmup and 10,000 samples. At the beginning (warmup + a thousand of samples) the expected overall time was arround 10 hours with few steps of the same kind of step size. So, I wander why currently the NUTS algo uses 255 steps, so the maximum of steps (ie. 2^max_tree_depth-1) ???
May be you will invite me to perform some tests or trry some optimisations.