gpu.matrix-class {GPUmatrix}

Class 'gpu.matrix' for matrix stored in GPU

Description

GPU computational power is a great resource for computational biology specifically in statistics and linear algebra. the gpu.matrix-class is a class of the GPUmatrix package, that store a matrix in the GPU.

The GPUmatrix package is based on S4 objects in R and we have created a constructor function that acts similarly to the default matrix constructor in R for CPU matrices. The constructor function is gpu.matrix and accepts the same parameters as matrix.

Slots

Use the @ operator to access the different slots:

rownames

the row names of the gpu.matrix

colnames

the colunm names of the gpu.matrix

gm

the corresponding tensor

sparse

Logical: indicates if the gpu.matrix is sparse or not

type

If it is tensorflow or torch

See Also

See Also gpu.matrix, Matrix, and matrix..