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Update README.md

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@@ -25,6 +25,12 @@ It's a pretty simple task but I used a grid search to optimize hyperparameters.
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  - The best epoch is : 5
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  - The best train split is : 0.2864649363822965
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  - The best epoch is : 5
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  - The best train split is : 0.2864649363822965
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+ **Training**
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+ - Train Loss: 0.1007
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+ - Train Sparse Categorical Accuracy: 0.9591
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+ - Validation Loss: 0.0913
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+ - Validation Sparse Categorical Accuracy: 0.9627
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+ - Optimizer: Adam
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+ - Starting Learn rate: 5e-07
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