Pow
Pow
torch_pow(self, exponent)
self |
(float) the scalar base value for the power operation |
exponent |
(float or tensor) the exponent value |
Takes the power of each element in input
with exponent
and
returns a tensor with the result.
exponent
can be either a single float
number or a Tensor
with the same number of elements as input
.
When exponent
is a scalar value, the operation applied is:
\mbox{out}_i = x_i^{\mbox{exponent}}
When exponent
is a tensor, the operation applied is:
\mbox{out}_i = x_i^{\mbox{exponent}_i}
When exponent
is a tensor, the shapes of input
and exponent
must be broadcastable .
self
is a scalar float
value, and exponent
is a tensor.
The returned tensor out
is of the same shape as exponent
The operation applied is:
\mbox{out}_i = \mbox{self} ^ {\mbox{exponent}_i}
if (torch_is_installed()) { a = torch_randn(c(4)) a torch_pow(a, 2) exp <- torch_arange(1, 5) a <- torch_arange(1, 5) a exp torch_pow(a, exp) exp <- torch_arange(1, 5) base <- 2 torch_pow(base, exp) }
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