avx-vinni

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ShubhamSaini01 / ternary-cnn

Ternary CNN implementation for CIFAR-10: PyTorch model with {-1, 0, +1} constrained weights + AVX-VNNI optimized C++ inference engine. Includes training pipeline, bitpacked weight export, and full benchmarking suite.

avx quantization ternary inference-engine ternary-neural-network avx-vinni

Updated Apr 13, 2026
C++

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avx-vinni

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ShubhamSaini01 / ternary-cnn

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