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Alphatensor4x4 and Matmul4x4 bril benchmarks tested against numpy #291

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@rcplane rcplane commented Sep 8, 2023

Alphatensor fast vector matrix multiplication for 4x4 matrices procedures were extracted, then translated into bril with help from ChatGPT4 and manual proof editing of sample partial results. Results were checked using 36 pairs of random 4x4 matrices.
In a serial bril interpreter the increase in instruction count does not lead to faster execution, code optimization passes or a future simd extension could improve this.

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