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    • openAccess   Reformulating the direct convolution for high-performance deep learning inference on ARM processors 

      Barrachina Mir, Sergio; Castelló, Adrián; Dolz, Manuel F.; Low, Tze Meng; Martinez, Hector; Quintana-Orti, Enrique S.; Upasana, Sridhar; Tomás Domínguez, Andrés Enrique Elsevier (2022-12-20)
      We present two high-performance implementations of the convolution operator via the direct algorithm that outperform the so-called lowering approach based on the im2col transform plus the gemm kernel on an ARMv8-based ...