Matrix-Matrix multiplications is the core of many important algorithms such as signal processing, scientific and engineering numerical, so it is substantial to accelerate implementation of matrix-matrix multiplications.
In this paper, we present the implementation of Matrix BackPropagation (MBP) using scalar, vector, and matrix Instruction Set Architectures (ISAs).
This paper describes the design and implementation of matrix and finite element stack machines for Aladdin, a new computational environment that embeds units inside matrix and finite element calculations.
Recall that in [22], the protocol MP has been proved to be an efficient and verifiable outsource-secure implementation of matrix multiplication in the single cloud server model.
The previous implementation of matrix inversion in CRYSTALS attempted to eliminate singularities from ill-conditioned problems, but at some computational cost and poor scalability with problem size.
Table 6 Comparison of computational complexity (total time/real time factor) at various stages of implementation Loading matrix Posterior extraction PLDA modeling PLDA scoring i-vector 60,300 s/3.74e−7 142 s/4.30e−447 s/3.74e−7 142 s/4.30e−4 i-supervector 380 s/7.57e−6 425 s/1.29e−3950 s/7.57e−6 425 s/1.29e−3.
The experimental results indicate that parallel implementation of matrix inverse by using GPGPU and CUDA will be enough to reduce the execution time of weights calculation and estimation for each unknown point and, as a result, the global performance time of ordinary kriging.
In Table 1, only a coarse complexity estimate is made for TDC-GSub, based on direct implementations of matrix operations.
This paper demonstrates implementation ofS-matrix methods for analyzing waves in complex shell structures with axial symmetry.
