changed batch size to 50 and wts to ans through obj atr in constants.crunchy

constants_crunchy.py

@@ -5,7 +5,7 @@ def mkdir_if_not_exists(dir_name):
     if not os.path.exists(dir_name):
         os.mkdir(dir_name)
         
-experiment_name = 'obj_atr_through_mil_det_scores'
+experiment_name = 'trial_new_rel_feat'
 
 ##########################################################################
 #                    Machine Specific Paths                              #
@@ -239,15 +239,15 @@ answer_model = os.path.join(
 # Answer classifier training params
 answer_train_from_scratch = True
 
-answer_batch_size = 25
+answer_batch_size = 50
 answer_num_epochs = 20
 answer_queue_size = 500
 answer_regularization_coeff = 1e-5
 answer_lr = 1e-3
 
-answer_obj_atr_loss_wt = 1.0
-answer_ans_loss_wt = 0.1
-answer_mil_loss_wt = 0.1
+answer_obj_atr_loss_wt = 0.1
+answer_ans_loss_wt = 1.0
+answer_mil_loss_wt = 0
 
 # Answer classifier additional joint training params
 num_regions_with_labels = 100