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41:39
YouTube
杰爧
Custom MyCPU Instructions for Offloading Transformer Non-Lin
This project implements a Special Function Unit (SFU) as custom RISC-V instructions to accelerate Transformer model inference on edge devices. By offloading compute-intensive non-linear operations (Softmax, RMSNorm, exp, 1/√x) to dedicated hardware accelerators, we achieve 65x speedup for critical operations while maintaining acceptable ...
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