Analizers

The analizers are tools that are supposed to do 2 things 1 - Analize the network state 2 - Send a stop flag when the stop criteria is reached

I'm thinking on two types of analizers:

• Experiment like Analizer. This one will run a full experiment at each N iteration in the validation set and will do some plots, such as
  • EER
  • FAR10
  • FAR1000
  • Loss
  • LR
• Simple analizer that just plot, basically, the loss of the train and validation