Addmv
Addmv
torch_addmv(self, mat, vec, beta = 1L, alpha = 1L)
self |
(Tensor) vector to be added |
mat |
(Tensor) matrix to be multiplied |
vec |
(Tensor) vector to be multiplied |
beta |
(Number, optional) multiplier for |
alpha |
(Number, optional) multiplier for mat @ vec (α) |
Performs a matrix-vector product of the matrix mat
and
the vector vec
.
The vector input
is added to the final result.
If mat
is a (n \times m) tensor, vec
is a 1-D tensor of
size m
, then input
must be
broadcastable with a 1-D tensor of size n
and
out
will be 1-D tensor of size n
.
alpha
and beta
are scaling factors on matrix-vector product between
mat
and vec
and the added tensor input
respectively.
\mbox{out} = β\ \mbox{input} + α\ (\mbox{mat} \mathbin{@} \mbox{vec})
For inputs of type FloatTensor
or DoubleTensor
, arguments beta
and
alpha
must be real numbers, otherwise they should be integers
if (torch_is_installed()) { M = torch_randn(c(2)) mat = torch_randn(c(2, 3)) vec = torch_randn(c(3)) torch_addmv(M, mat, vec) }
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