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Add SIMD NEON Optimization for QT_FP16 in Scalar Quantizer (facebookr…
…esearch#3166) Summary: ### Description We have SIMD support for x86 architecture using AVX2 optimization. But, we don't have a similar optimization for ARM architecture in Scalar Quantizer for the Quantization Type `QT_FP16`. This PR adds SIMD support for ARM using NEON optimization. ### Issues resolved facebookresearch#3014 Pull Request resolved: facebookresearch#3166 Reviewed By: algoriddle, pemazare Differential Revision: D52510486 Pulled By: mdouze fbshipit-source-id: 2bb360475a0d9e0816c8e05b44d7da7f2e6b28c5
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