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Abstract: In recent years, considerable research has focused on the use of custom hardware to accelerate deep learning on edge devices. However, the end-to-end flow of deep learning includes ...

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Abstract: SpMV (Sparse matrix-vector multiplication) has attracted the attention of researchers in related fields at home and abroad. Of course, improving SpMV performance has also been a research hot ...

Uses NEON SIMD instructions to overlay a foreground image with an alpha channel (transparency) over a background image really quickly. For small images, it is up to 3.5 times faster than an ...

zsv+lib is the world's fastest CSV parser library and extensible command-line utility. It achieves high performance using SIMD operations, efficient memory use and other optimization techniques, and ...

We present a new methodology for building formally verified cryptographic libraries that are optimized for multiple architectures. In particular, we show how to write and verify generic crypto code in ...