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diff --git a/training_results/env1/RAdam_lr001/MNIST b/training_results/env1/RAdam_lr001/MNIST
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+MNIST: Epoch 1 - Avg Loss: 0.472152, Accuracy: 85.86%
+Test Set - Loss: 0.0001, Accuracy: 97.03%
+
+MNIST: Epoch 2 - Avg Loss: 0.092470, Accuracy: 97.16%
+Test Set - Loss: 0.0001, Accuracy: 98.07%
+
+MNIST: Epoch 3 - Avg Loss: 0.061655, Accuracy: 98.02%
+Test Set - Loss: 0.0001, Accuracy: 98.14%
+
+MNIST: Epoch 4 - Avg Loss: 0.046551, Accuracy: 98.54%
+Test Set - Loss: 0.0000, Accuracy: 98.44%
+
+MNIST: Epoch 5 - Avg Loss: 0.037601, Accuracy: 98.81%
+Test Set - Loss: 0.0000, Accuracy: 98.90%
+
+MNIST: Epoch 6 - Avg Loss: 0.031650, Accuracy: 98.97%
+Test Set - Loss: 0.0000, Accuracy: 98.67%
+
+MNIST: Epoch 7 - Avg Loss: 0.027494, Accuracy: 99.08%
+Test Set - Loss: 0.0001, Accuracy: 98.07%
+
+MNIST: Epoch 8 - Avg Loss: 0.022828, Accuracy: 99.25%
+Test Set - Loss: 0.0000, Accuracy: 98.66%
+
+MNIST: Epoch 9 - Avg Loss: 0.019966, Accuracy: 99.36%
+Test Set - Loss: 0.0000, Accuracy: 98.93%
+
+MNIST: Epoch 10 - Avg Loss: 0.018003, Accuracy: 99.39%
+Test Set - Loss: 0.0000, Accuracy: 98.97%