./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
./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: 95.19942474365234
Zero-Retain Forget (ZRF): 0.7164328098297119
Membership Inference Attack (MIA): 0.2836812144212524
Forget vs Retain Membership Inference Attack (MIA): 0.4881516587677725
Forget vs Test Membership Inference Attack (MIA): 0.5071090047393365
Test vs Retain Membership Inference Attack (MIA): 0.5108958837772397
Train vs Test Membership Inference Attack (MIA): 0.5302663438256658
Forget Set Accuracy (Df): 96.28645324707031
Method Execution Time: 964.24 seconds
