Unary Operations

Unary operators are operators that only contain only a single input. Applying them to MaskedTensors is relatively straightforward at the moment: if the data is masked out at a given index, we apply the operator, and if not, then we’ll continue to mask out the data.

The available unary operators are:

abs	Computes the absolute value of each element in input.
absolute	Alias for torch.abs()
acos	Computes the inverse cosine of each element in input.
arccos	Alias for torch.acos().
acosh	Returns a new tensor with the inverse hyperbolic cosine of the elements of input.
arccosh	Alias for torch.acosh().
angle	Computes the element-wise angle (in radians) of the given input tensor.
asin	Returns a new tensor with the arcsine of the elements of input.
arcsin	Alias for torch.asin().
asinh	Returns a new tensor with the inverse hyperbolic sine of the elements of input.
arcsinh	Alias for torch.asinh().
atan	Returns a new tensor with the arctangent of the elements of input.
arctan	Alias for torch.atan().
atanh	Returns a new tensor with the inverse hyperbolic tangent of the elements of input.
arctanh	Alias for torch.atanh().
bitwise_not	Computes the bitwise NOT of the given input tensor.
ceil	Returns a new tensor with the ceil of the elements of input, the smallest integer greater than or equal to each element.
clamp	Clamps all elements in input into the range [ min, max ].
clip	Alias for torch.clamp().
conj_physical	Computes the element-wise conjugate of the given input tensor.
cos	Returns a new tensor with the cosine of the elements of input.
cosh	Returns a new tensor with the hyperbolic cosine of the elements of input.
deg2rad	Returns a new tensor with each of the elements of input converted from angles in degrees to radians.
digamma	Alias for torch.special.digamma().
erf	Alias for torch.special.erf().
erfc	Alias for torch.special.erfc().
erfinv	Alias for torch.special.erfinv().
exp	Returns a new tensor with the exponential of the elements of the input tensor input.
exp2	Alias for torch.special.exp2().
expm1	Alias for torch.special.expm1().
fix	Alias for torch.trunc()
floor	Returns a new tensor with the floor of the elements of input, the largest integer less than or equal to each element.
frac	Computes the fractional portion of each element in input.
lgamma	Computes the natural logarithm of the absolute value of the gamma function on input.
log	Returns a new tensor with the natural logarithm of the elements of input.
log10	Returns a new tensor with the logarithm to the base 10 of the elements of input.
log1p	Returns a new tensor with the natural logarithm of (1 + input).
log2	Returns a new tensor with the logarithm to the base 2 of the elements of input.
logit	Alias for torch.special.logit().
i0	Alias for torch.special.i0().
isnan	Returns a new tensor with boolean elements representing if each element of input is NaN or not.
nan_to_num	Replaces NaN, positive infinity, and negative infinity values in input with the values specified by nan, posinf, and neginf, respectively.
neg	Returns a new tensor with the negative of the elements of input.
negative	Alias for torch.neg()
positive	Returns input.
pow	Takes the power of each element in input with exponent and returns a tensor with the result.
rad2deg	Returns a new tensor with each of the elements of input converted from angles in radians to degrees.
reciprocal	Returns a new tensor with the reciprocal of the elements of input
round	Rounds elements of input to the nearest integer.
rsqrt	Returns a new tensor with the reciprocal of the square-root of each of the elements of input.
sigmoid	Alias for torch.special.expit().
sign	Returns a new tensor with the signs of the elements of input.
sgn	This function is an extension of torch.sign() to complex tensors.
signbit	Tests if each element of input has its sign bit set or not.
sin	Returns a new tensor with the sine of the elements of input.
sinc	Alias for torch.special.sinc().
sinh	Returns a new tensor with the hyperbolic sine of the elements of input.
sqrt	Returns a new tensor with the square-root of the elements of input.
square	Returns a new tensor with the square of the elements of input.
tan	Returns a new tensor with the tangent of the elements of input.
tanh	Returns a new tensor with the hyperbolic tangent of the elements of input.
trunc	Returns a new tensor with the truncated integer values of the elements of input.

The available inplace unary operators are all of the above except:

angle	Computes the element-wise angle (in radians) of the given input tensor.
positive	Returns input.
signbit	Tests if each element of input has its sign bit set or not.
isnan	Returns a new tensor with boolean elements representing if each element of input is NaN or not.