How to initialise only optimizer variables in Tensorflow?

Question

I want to use MomentumOptimizer in Tensorflow. However, since this optimizer uses some internal variable, attempting to use it without initializing this variabl

Answer 1

To fix the None problem just do:

  self.opt_vars = [opt.get_slot(var, name) for name in opt.get_slot_names() 
                   for var in self.vars_to_train
                   if opt.get_slot(var, name) is not None]