Training patience in number of epochs
Iterator over all sentences coming from all interleaved shards
Total number of epochs
Reads all tasks from disk in memory
Reads all tasks from disk in memory
Training shards from all tasks
How many shards to have per epoch
Array of all tasks to be managed
Manages the tasks in LstmCrfMtl