I am going to conduct an Online Adaptation experiment for updating a model, segment by segment on-the-fly. I am starting with the basic idea of continuing training a current model with a
batch_size = 1
I will highly appreciate guidance on whether this approach was tested before with OpenNMT and/or whether there are factors to take into consideration during the experiment. Many thanks!