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I Built a Neural Network Inference Engine From Scratch in C++ (No PyTorch, No ONNX, Just AVX2)

A from-scratch CPU inference engine implementing cache-tiled GEMM, AVX2 SIMD, and INT8 quantization — the same low-level tricks behind ggml and llama.cpp.

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lunedì 29 giugno 2026·dev.to
I Built a Neural Network Inference Engine From Scratch in C++ (No PyTorch, No ONNX, Just AVX2)
A from-scratch CPU inference engine implementing cache-tiled GEMM, AVX2 SIMD, and INT8 quantization — the same low-level tricks behind ggml and llama.cpp.