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

📌 S Retain class distribution for seed 9:
Class 0: 5284
Class 1: 4210

📌 S Forget class distribution for seed 9:
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: 95.37417602539062
Zero-Retain Forget (ZRF): 0.7179848551750183
Membership Inference Attack (MIA): 0.2571157495256167
Forget vs Retain Membership Inference Attack (MIA): 0.46208530805687204
Forget vs Test Membership Inference Attack (MIA): 0.518957345971564
Test vs Retain Membership Inference Attack (MIA): 0.5084745762711864
Train vs Test Membership Inference Attack (MIA): 0.5302663438256658
Forget Set Accuracy (Df): 95.22917175292969
Method Execution Time: 966.64 seconds
