
📌S Retain class distribution for seed 3:
Class 0: 5323
Class 1: 6142
Class 2: 5358
Class 3: 5531
Class 4: 5242
Class 5: 4821
Class 6: 5318
Class 7: 5665
Class 8: 5251
Class 9: 5349

📌S Forget class distribution for seed 3:
Class 0: 600
Class 1: 600
Class 2: 600
Class 3: 600
Class 4: 600
Class 5: 600
Class 6: 600
Class 7: 600
Class 8: 600
Class 9: 600
79
Valid (Test) Dl:  10000
Train Dl:  60000
Retain Train Dl:  54000
Forget Train Dl:  6000
Retain Valid Dl:  54000
Forget Valid Dl:  6000
retain_prob Distribution: 10000 samples
test_prob Distribution: 10000 samples
forget_prob Distribution: 6000 samples
Set1 Distribution: 6000 samples
Set2 Distribution: 6000 samples
Set1 Distribution: 6000 samples
Set2 Distribution: 6000 samples
Set1 Distribution: 10000 samples
Set2 Distribution: 10000 samples
Set1 Distribution: 10000 samples
Set2 Distribution: 10000 samples
Test Accuracy: 99.53125
Retain Accuracy: 99.40758514404297
Zero-Retain Forget (ZRF): 0.8037934303283691
Membership Inference Attack (MIA): 0.8095
Forget vs Retain Membership Inference Attack (MIA): 0.545
Forget vs Test Membership Inference Attack (MIA): 0.5191666666666667
Test vs Retain Membership Inference Attack (MIA): 0.5315
Train vs Test Membership Inference Attack (MIA): 0.49525
Forget Set Accuracy (Df): 99.38848876953125
Method Execution Time: 625.58 seconds
