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Update README.md

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@@ -175,7 +175,6 @@ Training environment:
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  | Learning Rate | 0.01 |
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  | Weight Decay | 0.0005 |
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- Early stopping patience was set to **100 epochs**.
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  | Learning Rate | 0.01 |
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  | Weight Decay | 0.0005 |
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