Questions about run one configuration with two different times of iterations

[Ramay7]

Hi @zygmuntz ,

I am confused about the running process if I run one configuration with two different times of iterations. For example, I have two configurations, named A and B And in the first running process, I run A and B with 5 iterations, respectively. I find config A performs better than B. So in the second running process, I will run A with 10 iterations, which means assigning more resources to A. Hyperband will run A from the point of the end of first running process, or run a from scratch? That is to say, Hyperband will run A with (10 - 5 = 5) iterations or 10 iterations in the second running process ?

I notice that in each try_params function, it seems that a complete new classifiers with specific running iterations n_iterations will be created. Such as, https://github.com/zygmuntz/hyperband/blob/master/defs_regression/sgd.py#L57, https://github.com/zygmuntz/hyperband/blob/master/defs_regression/gb.py#L43.

Thanks for your sharing !!!
Ramay7