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High-efficiency floating-point neural network inference operators for mobile, server, and Web

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- Added XNN s16 multiply op

AVX2 vpmadd GEMM move constants to functions to params

Remove unused templates. `generate-f16-vtanh.sh && generate-f32-vtanh.sh` runs without error without these templates.

vpmaddubsw version of avx512 mimic to vnni - unsigned value (input) is broken into lower 7 bits and upper 1 bit, and multiplied by signed int8 (weights)

`XNN_ARCH_WASMSIMDRELAXED` implies ` XNN_ARCH_WASMSIMD`.

Fix duplicate test and benchmark generation - combine tests and benchmarks into single script

Remove duplicate test generator genxnn calls all scripts Was generate-tests.sh, generate-benchmarks.sh and generate-tests-and-benchmarks.sh Now generate-tests.sh, generate-benchmarks.sh