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Encapsulation de KLdiv loss dans mixed_loss

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Harle, Antoine (Contracteur) 2020-01-27 17:29:45 -05:00
parent a2135e4709
commit 7742f76d12
2 changed files with 63 additions and 34 deletions
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6
higher/smart_aug/test_dataug.py
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@ -183,7 +183,7 @@ if __name__ == "__main__":
tf_dict = {k: TF.TF_dict[k] for k in tf_names}
model = Higher_model(model) #run_dist_dataugV3
aug_model = Augmented_model(Data_augV7(TF_dict=tf_dict, N_TF=3, mix_dist=0.8, fixed_prob=False, fixed_mag=False, shared_mag=False), model).to(device)
aug_model = Augmented_model(Data_augV5(TF_dict=tf_dict, N_TF=3, mix_dist=0.8, fixed_prob=False, fixed_mag=False, shared_mag=False), model).to(device)
#aug_model = Augmented_model(RandAug(TF_dict=tf_dict, N_TF=2), model).to(device)
print("{} on {} for {} epochs - {} inner_it".format(str(aug_model), device_name, epochs, n_inner_iter))
@ -192,8 +192,8 @@ if __name__ == "__main__":
inner_it=n_inner_iter,
dataug_epoch_start=dataug_epoch_start,
opt_param=optim_param,
print_freq=20,
KLdiv=True,
print_freq=1,
unsup_loss=1,
hp_opt=False)
exec_time=time.process_time() - t0