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Optimize Python Interface for Performance #53

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Bonifatius94 opened this issue Feb 16, 2022 · 0 comments

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Bonifatius94 commented Feb 16, 2022 •

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Issue:

the costs of calling the Python C-API seem to outweigh all time savings of implementing chess functionality in C
therefore it might not make a lot of sense to expose the C code to Python at this fine-grained level anymore

Suggested Solution:

re-think the API interface such that it still makes sense to expose the lib to Python
consider options for generating larger training batches, e.g. play whole games with a single function call, add preprocessing to retain valid training batches right away
even think of implementing the whole AI in C/C++ via the TensorFlow C/C++ API

Bonifatius94 changed the title ~~Optimize for Performance~~ Optimize Python Interface for Performance

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