python3 train.py [-h] [--dataset DATASET] [--defaults DEFAULTS] [--batchSize BATCHSIZE]
               [--hiddenSize HIDDENSIZE] [--nhead NHEAD] [--layer LAYER]
               [--feedforward FEEDFORWARD] [--epoch EPOCH] [--lr LR]
               [--lr_dc LR_DC] [--lr_dc_step LR_DC_STEP] [--l2 L2]
               [--patience PATIENCE] [--validation] 
               [--valid_portion VALID_PORTION]
Arguments:
  -h, --help            Description and Help Message
  --dataset DATASET     Name of the Dataset:
                        diginetica | yoochoose1_64
  --defaults DEFAULTS   Use default configuration   
  --batchSize BATCHSIZE
                        Batch size
  --hiddenSize HIDDENSIZE
                        Hidden state dimensions
  --epoch EPOCH         The number of epochs to train
  --lr LR               Set the Learning Rate
  --lr_dc LR_DC         Set the decay rate used with Learning rate
  --lr_dc_step LR_DC_STEP
                        Steps in Learning rate decay
  --l2 L2               Assign L2 Penalty
  --patience PATIENCE   Early stopping criterion
  --validation          validation
  --valid_portion VALID_PORTION
                        Portion of train-set to split into val-set