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Hey @ankitgooner ,

In short, softmax is a transformation from logits -> prediction probabilities that range from 0 to 1.

Softmax makes the logits easier to understand from a human perspective.

However, it's not 100% necessary to use softmax when performing argmax on the logits to get the predictions.

See a fuller explanation here: #314

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@ankitgooner
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