./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img
./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img

📌 S Retain class distribution for seed 1:
Class 0: 5284
Class 1: 4210

📌 S Forget class distribution for seed 1:
Class 0: 527
Class 1: 527

📊 Updated class distribution:
Retain set:
  Class 0: 5284
  Class 1: 4210
Forget set:
  Class 0: 527
  Class 1: 527
./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img
./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img
bl
Epoch 1 Unlearning Loss 0.1389230191707611
Valid (Test) Dl:  2065
Train Dl:  10548
Retain Train Dl:  9494
Forget Train Dl:  1054
Retain Valid Dl:  9494
Forget Valid Dl:  1054
retain_prob Distribution: 2065 samples
test_prob Distribution: 2065 samples
forget_prob Distribution: 1054 samples
Set1 Distribution: 1054 samples
Set2 Distribution: 1054 samples
Set1 Distribution: 1054 samples
Set2 Distribution: 1054 samples
Set1 Distribution: 2065 samples
Set2 Distribution: 2065 samples
Set1 Distribution: 2065 samples
Set2 Distribution: 2065 samples
Test Accuracy: 89.23355865478516
Retain Accuracy: 88.00836944580078
Zero-Retain Forget (ZRF): 0.9489132165908813
Membership Inference Attack (MIA): 0.5104364326375711
Forget vs Retain Membership Inference Attack (MIA): 0.495260663507109
Forget vs Test Membership Inference Attack (MIA): 0.5450236966824644
Test vs Retain Membership Inference Attack (MIA): 0.5532687651331719
Train vs Test Membership Inference Attack (MIA): 0.48184019370460046
Forget Set Accuracy (Df): 87.921875
Method Execution Time: 1293.17 seconds
