ternary-neural-network

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0BlackCatHacker0 / 0BlackCatHacker0

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++

vivekdixit3911 / 1.58-Bit-Ternary-CNN-Inference-Engine

Star

Bare-metal 1.58-bit ternary CNN inference engine on ESP32-S3. No framework. 5.45ms inference. Runs own WiFi AP. Pure C.

neural-network quantization espidf tinyml edgeai embbeded-system esp32-s3 ternary-neural-network

Updated Jun 1, 2026
C

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