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How to decide value of start and end? #9

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Arshita27 opened this issue Aug 21, 2019 · 2 comments
Open

How to decide value of start and end? #9

Arshita27 opened this issue Aug 21, 2019 · 2 comments

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@Arshita27
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end = 0.12

How exactly is the value of 'start ' and 'end' chosen after performing temperature scaling?

  • Is it dependent on Temperature?
  • Is it dependent on the number of classes?
@sam575
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sam575 commented Sep 24, 2019

In case if you have not figured it out yet.
As per my understanding,

  • The start value is 1/num_classes.
  • After temperature scaling softmax scores are bound by a value less than 1. So, I assigned end as the rounded decimal of the max of softmax scores in confidence_Our_Out.txt and confidence_Our_In.txt.

@cyyuu-bot
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In case if you have not figured it out yet. As per my understanding,

  • The start value is 1/num_classes.
  • After temperature scaling softmax scores are bound by a value less than 1. So, I assigned end as the rounded decimal of the max of softmax scores in confidence_Our_Out.txt and confidence_Our_In.txt.

what about '100000' in 'gap=(end-start)/100000'?how to decide?

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3 participants