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Param limit of SPSA limiting possible tunes #1922

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Viren6 opened this issue Apr 2, 2024 · 0 comments
Open

Param limit of SPSA limiting possible tunes #1922

Viren6 opened this issue Apr 2, 2024 · 0 comments

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@Viren6
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Viren6 commented Apr 2, 2024

As a result of official-stockfish/Stockfish#5149 , im opening this issue to bring attention back to:
#1792 and #1781

This PR shows that large scale tunes can be effective. We have additional ideas we would like to test through SPSA now, such as artifically making L2 31 for example. However, it is not possible to try this when the param limit is around 1k, as this would require something like 50k params per layerstack.

A possible solution that has been discussed is file parsing for SPSA. This would consist of passing a list of values in csv or similar format to the worker. This would also require outputting as csv to the user on the site instead of the table and graph. The input SPSA table should also be parsed in as a csv file.

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