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Ajout WideResNet (A tester) pour comparaison a PBA

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Harle, Antoine (Contracteur) 2019-11-13 11:06:44 -05:00
parent 3cffac9852
commit 96bb7d5002
2 changed files with 93 additions and 4 deletions
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6
higher/test_dataug.py
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@ -783,8 +783,8 @@ if __name__ == "__main__":
#### TF number tests ####
#'''
res_folder="res/TF_nb_tests/"
epochs= 200
inner_its = [0, 10]
epochs= 100
inner_its = [10]
dataug_epoch_starts= [0]
TF_nb = [len(TF.TF_dict)] #range(1,len(TF.TF_dict)+1)
N_seq_TF= [1, 2, 3, 4]
@ -808,7 +808,7 @@ if __name__ == "__main__":
aug_model = Augmented_model(Data_augV4(TF_dict=ntf_dict, N_TF=n_tf, mix_dist=0.0), LeNet(3,10)).to(device)
print(str(aug_model), 'on', device_name)
#run_simple_dataug(inner_it=n_inner_iter, epochs=epochs)
log= run_dist_dataugV2(model=aug_model, epochs=epochs, inner_it=n_inner_iter, dataug_epoch_start=dataug_epoch_start, print_freq=10, loss_patience=10)
log= run_dist_dataugV2(model=aug_model, epochs=epochs, inner_it=n_inner_iter, dataug_epoch_start=dataug_epoch_start, print_freq=10, loss_patience=None)
####
plot_res(log, fig_name=res_folder+"{}-{} epochs (dataug:{})- {} in_it".format(str(aug_model),epochs,dataug_epoch_start,n_inner_iter))