Clamp
Clamp
torch_clamp(self, min = NULL, max = NULL)
self |
(Tensor) the input tensor. |
min |
(Number) lower-bound of the range to be clamped to |
max |
(Number) upper-bound of the range to be clamped to |
Clamp all elements in input
into the range [
min
, max
]
and return
a resulting tensor:
y_i = ≤ft\{ \begin{array}{ll} \mbox{min} & \mbox{if } x_i < \mbox{min} \\ x_i & \mbox{if } \mbox{min} ≤q x_i ≤q \mbox{max} \\ \mbox{max} & \mbox{if } x_i > \mbox{max} \end{array} \right.
If input
is of type FloatTensor
or DoubleTensor
, args min
and max
must be real numbers, otherwise they should be integers.
Clamps all elements in input
to be larger or equal min
.
If input
is of type FloatTensor
or DoubleTensor
, value
should be a real number, otherwise it should be an integer.
Clamps all elements in input
to be smaller or equal max
.
If input
is of type FloatTensor
or DoubleTensor
, value
should be a real number, otherwise it should be an integer.
if (torch_is_installed()) { a = torch_randn(c(4)) a torch_clamp(a, min=-0.5, max=0.5) a = torch_randn(c(4)) a torch_clamp(a, min=0.5) a = torch_randn(c(4)) a torch_clamp(a, max=0.5) }
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