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Building a From-Scratch INT8 Strided Convolution Kernel

Learn how to build a high-performance INT8 convolution kernel from scratch using strided memory access and SIMD instructions.

September 11, 2026 · 8 min · 1544 words · martinuke0
Stylized diagram of a columnar vector being processed by SIMD lanes.

Inside DuckDB's Vectorized Execution Engine: How Columnar Storage Meets SIMD-Aware Query Processing

How DuckDB combines a columnar in-memory layout with vectorized, SIMD-aware operators to deliver analytical query performance that rivals dedicated warehouses — and why the same ideas are reshaping mainstream engines like Velox and DataFusion.

September 7, 2026 · 12 min · 2489 words · martinuke0
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