This commit is contained in:
Nataniel Ruiz
2019-12-25 15:52:08 -04:00
parent 647f114d7a
commit 900a7daf13
+2
View File
@@ -82,6 +82,8 @@ for i, data in enumerate(dataset):
min_dist += (generated - generated_noattack).norm(float('-inf'))
n_samples += 1
generated, genereated_noattack, adv_image, perturb = None, None, None, None
# Print metrics
print('{} images. L1 error: {}. L2 error: {}. L0 error: {}. L_-inf error: {}. Perceptual error: {}.'.format(n_samples,
l1_error / n_samples, l2_error / n_samples, l0_error / n_samples, min_dist / n_samples, perceptual_error / n_samples))