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

📌 S Retain class distribution for seed 10:
Class 0: 5284
Class 1: 4210

📌 S Forget class distribution for seed 10:
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 0.1397208869457245
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: 86.54003143310547
Retain Accuracy: 84.55068969726562
Zero-Retain Forget (ZRF): 0.955528736114502
Membership Inference Attack (MIA): 0.5332068311195446
Forget vs Retain Membership Inference Attack (MIA): 0.4976303317535545
Forget vs Test Membership Inference Attack (MIA): 0.48104265402843605
Test vs Retain Membership Inference Attack (MIA): 0.5435835351089588
Train vs Test Membership Inference Attack (MIA): 0.4963680387409201
Forget Set Accuracy (Df): 84.01041412353516
Method Execution Time: 1305.71 seconds
