./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
./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img
./data/MUCAC/CelebAMask-HQ/CelebA-HQ-img
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: 95.87673950195312
Retain Accuracy: 95.37791442871094
Zero-Retain Forget (ZRF): 0.7400447130203247
Membership Inference Attack (MIA): 0.2827324478178368
Forget vs Retain Membership Inference Attack (MIA): 0.47393364928909953
Forget vs Test Membership Inference Attack (MIA): 0.542654028436019
Test vs Retain Membership Inference Attack (MIA): 0.5060532687651331
Train vs Test Membership Inference Attack (MIA): 0.5302663438256658
Forget Set Accuracy (Df): 93.73957824707031
Method Execution Time: 961.95 seconds
