AntoineH/smart_augmentation
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+controle mag reg + Tests fonction mag reg

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Harle, Antoine (Contracteur) 2020-02-25 14:05:17 -05:00
parent fc0fb25148
commit 534e244307
6 changed files with 45 additions and 22 deletions
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higher/smart_aug/train_utils.py
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@ -329,7 +329,7 @@ def run_dist_dataugV3(model, opt_param, epochs=1, inner_it=1, dataug_epoch_start
if(high_grad_track and i>0 and i%inner_it==0 and epoch>=opt_param['Meta']['epoch_start']): #Perform Meta step
#print("meta")
val_loss = compute_vaLoss(model=model, dl_it=dl_val_it, dl=dl_val) + model['data_aug'].reg_loss()
val_loss = compute_vaLoss(model=model, dl_it=dl_val_it, dl=dl_val) + model['data_aug'].reg_loss(opt_param['Meta']['reg_factor'])
#print_graph(val_loss) #to visualize computational graph
val_loss.backward()