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

📌 S Retain class distribution for seed 4:
Class 0: 5284
Class 1: 4210

📌 S Forget class distribution for seed 4:
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 0.13519617915153503
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: 91.49305725097656
Retain Accuracy: 89.7521743774414
Zero-Retain Forget (ZRF): 0.9486343860626221
Membership Inference Attack (MIA): 0.5588235294117647
Forget vs Retain Membership Inference Attack (MIA): 0.523696682464455
Forget vs Test Membership Inference Attack (MIA): 0.5355450236966824
Test vs Retain Membership Inference Attack (MIA): 0.5266343825665859
Train vs Test Membership Inference Attack (MIA): 0.5314769975786925
Forget Set Accuracy (Df): 89.25
Method Execution Time: 1299.42 seconds
