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Update README.md

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@@ -127,6 +127,16 @@ The following hyperparameters were used during training:
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  | 0.0002 | 75.0 | 4000 | 0.5913 | 26.4302 |
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  | 0.0001 | 94.0 | 5000 | 0.5996 | 26.4952 |
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  ### Framework versions
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  | 0.0002 | 75.0 | 4000 | 0.5913 | 26.4302 |
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  | 0.0001 | 94.0 | 5000 | 0.5996 | 26.4952 |
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+ Upon completion of training the best model was reloaded and tested with the following results extracted from the stdout log:
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+ ```
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+ ***** eval metrics *****
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+ epoch = 94.0
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+ eval_loss = 0.4642
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+ eval_runtime = 0:19:54.59
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+ eval_samples_per_second = 1.42
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+ eval_steps_per_second = 0.177
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+ eval_wer = 25.6965
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+ ```
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  ### Framework versions
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