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Update README.md

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@@ -115,20 +115,20 @@ A more in depth example on how to use the model can be found in this colab noteb
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  * MAX_LEN = 32
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-
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  * TRAIN_BATCH_SIZE = 8
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-
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  * VALID_BATCH_SIZE = 4
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-
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  * EPOCHS = 5
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  * LEARNING_RATE = 1e-05
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- ## Train Results
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- ## Validation Results
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  |n_example|epoch|loss|acc|
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  |------|------|------|------|
@@ -147,5 +147,10 @@ A more in depth example on how to use the model can be found in this colab noteb
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  |1000|3|0.524806430051615|86.9625520110957|
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  |1000|4|0.30662027455784463|92.64909847434119|
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  ![alt text](https://media-exp1.licdn.com/dms/image/C4D0BAQHpfgjEyhtE1g/company-logo_200_200/0/1625210573748?e=1638403200&v=beta&t=toQNpiOlyim5Ja4f7Ejv8yKoCWifMsLWjkC7XnyXICI "Logo M47")
 
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  * MAX_LEN = 32
 
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  * TRAIN_BATCH_SIZE = 8
 
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  * VALID_BATCH_SIZE = 4
 
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  * EPOCHS = 5
 
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  * LEARNING_RATE = 1e-05
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+ ## Train Results
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+ |n_example|epoch|loss|acc|
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+ |------|------|------|------|
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+ |100|0|2.286327266693115|12.5|
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+ |100|1|2.018876111507416|40.0|
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+ |100|2|1.8016730904579163|43.75|
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+ |100|3|1.6121837735176086|46.25|
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+ |100|4|1.41565443277359|68.75|
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  |n_example|epoch|loss|acc|
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  |------|------|------|------|
 
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  |1000|3|0.524806430051615|86.9625520110957|
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  |1000|4|0.30662027455784463|92.64909847434119|
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+ ## Validation Results
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  ![alt text](https://media-exp1.licdn.com/dms/image/C4D0BAQHpfgjEyhtE1g/company-logo_200_200/0/1625210573748?e=1638403200&v=beta&t=toQNpiOlyim5Ja4f7Ejv8yKoCWifMsLWjkC7XnyXICI "Logo M47")