MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
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Updated
Jun 17, 2024 - C++
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon
A compiler and kernel library for Qualcomm Hexagon NPUs. Compiles a vision transformer to an explicit VTCM/DMA plan and executes it on hand-written HVX/HMX kernels - each gated on correctness, cycle count, and ELF-proven vector use. Targets Hexagon v75 (Snapdragon 8 Gen 3).
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