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Test tile value scaling #12

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fqjin opened this issue May 9, 2019 · 2 comments
Open

Test tile value scaling #12

fqjin opened this issue May 9, 2019 · 2 comments
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fqjin commented May 9, 2019

Boards can be scaled so that the maximum tile is unit-valued. However, this removes information about the value of the minimum value (2), which is transformed into a fraction. A minimum scale value may need to be input as a channel. This can be tested by scaling board right before training.
@fqjin fqjin self-assigned this May 9, 2019
@fqjin fqjin added this to To do in Pytorch port May 9, 2019
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fqjin commented May 13, 2019

The best way to do this is to scale the board by its max value inside the network.

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fqjin commented Jul 12, 2019

Networks trained well without tile scaling, but still worth it to explore tile scaling.

@fqjin fqjin removed this from To do in Pytorch port Jul 20, 2019
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