Semiconductor Engineering

Heterogeneous NPU Data Movement: What The Execution Flow Shows

Heterogeneous NPU designs bring together multiple specialized compute engines to support the range of operators required by ...
IEEE

M4BRAM: Mixed-Precision Matrix-Matrix Multiplication in FPGA Block RAMs

Abstract: Mixed-precision quantization is a popular approach for compressing deep neural networks (DNNs). However, it is challenging to scale the performance efficiently with mixed-precision DNNs ...
IEEE

Vectorization of Narrow Matrix Multiplication for Ascend AI Inference Acceleration

Abstract: This research proposes and evaluates a novel approach to optimizing matrix multiplication (MatMul) on Huawei Ascend NPUs, motivated by a key insight: during matrix-vector multiplication ...
Simple Flying

The Brand-New Loyalty Program Change That United Airlines Passengers Are Discussing

Journalist - Steven has a varied background in communications, and it was this passion for writing combined with his in-depth knowledge of the aviation industry that led him to Simple Flying. A keen ...