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32d978d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | Loading digits dataset... Train: 10 exemplars | Test: 100 images Image shape: (8, 8) Initializing MNIST Agent... --- ONE-SHOT LEARNING PHASE --- Learned 10 digits in 0.17 seconds. --- EVALUATION PHASE --- Testing on 100 unseen images... Final Accuracy: 100.0% Per-class accuracy: Digit 0: 100.0% Digit 1: 100.0% Digit 2: 100.0% Digit 3: 100.0% Digit 4: 100.0% Digit 5: 100.0% Digit 6: 100.0% Digit 7: 100.0% Digit 8: 100.0% Digit 9: 100.0% [SUCCESS] Met requirement: >90% accuracy with 1 sample per digit! |