torch
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Parameter
Class Parameter
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)
Tensor
Parameter
Index
Constructors
constructor
Properties
data
grad
grad_
fn
id
name
requires_
grad
shape
Methods
abs
add
backward
cos
data
Length
detach
detach_
div
eq
exp
expand
fmod
ge
gt
item
le
log
lt
matmul
max
maximum
mean
min
minimum
mul
ne
neg
pow
reciprocal
reshape
retain_
grad
sigmoid
sign
sin
sqrt
square
squeeze
sub
sum
tan
to
Array
to
Array_
to
Flat
Array
transpose
unsqueeze
zero_
Constructors
constructor
new
Parameter
(
data
:
Tensor
|
NestedNumberArray
|
Parameter
,
options
?:
{
requires_grad
?:
boolean
}
,
internal_options
?:
{
operation
?:
TorchFunction
;
shape
?:
number
[]
}
,
)
:
Parameter
Parameters
data
:
Tensor
|
NestedNumberArray
|
Parameter
options
:
{
requires_grad
?:
boolean
}
= ...
internal_options
:
{
operation
?:
TorchFunction
;
shape
?:
number
[]
}
= {}
Returns
Parameter
Properties
data
data
:
number
[]
grad
grad
:
Tensor
= null
grad_
fn
grad_fn
:
TorchFunction
= null
id
id
:
number
= ...
name
name
:
string
= null
requires_
grad
requires_grad
:
boolean
shape
shape
:
number
[]
Methods
abs
abs
()
:
Tensor
Returns
Tensor
add
add
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
backward
backward
(
grad
?:
Tensor
)
:
void
Parameters
Optional
grad
:
Tensor
Returns
void
cos
cos
()
:
Tensor
Returns
Tensor
data
Length
dataLength
()
:
number
Returns
number
detach
detach
()
:
Tensor
Returns
Tensor
detach_
detach_
()
:
void
Returns
void
div
div
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
eq
eq
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
exp
exp
()
:
Tensor
Returns
Tensor
expand
expand
(
sizes
:
number
[]
)
:
Tensor
Parameters
sizes
:
number
[]
Returns
Tensor
fmod
fmod
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
ge
ge
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
gt
gt
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
item
item
()
:
number
Returns
number
le
le
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
log
log
()
:
Tensor
Returns
Tensor
lt
lt
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
matmul
matmul
(
other
:
Tensor
)
:
Tensor
Parameters
other
:
Tensor
Returns
Tensor
max
max
(
dim
?:
number
|
number
[]
,
keepdim
?:
boolean
)
:
Tensor
Parameters
Optional
dim
:
number
|
number
[]
keepdim
:
boolean
= false
Returns
Tensor
maximum
maximum
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
mean
mean
(
dim
?:
number
|
number
[]
,
keepdim
?:
boolean
)
:
Tensor
Parameters
Optional
dim
:
number
|
number
[]
keepdim
:
boolean
= false
Returns
Tensor
min
min
(
dim
?:
number
|
number
[]
,
keepdim
?:
boolean
)
:
Tensor
Parameters
Optional
dim
:
number
|
number
[]
keepdim
:
boolean
= false
Returns
Tensor
minimum
minimum
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
mul
mul
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
ne
ne
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
neg
neg
()
:
Tensor
Returns
Tensor
pow
pow
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
reciprocal
reciprocal
()
:
Tensor
Returns
Tensor
reshape
reshape
(
shape
:
number
[]
)
:
Tensor
Parameters
shape
:
number
[]
Returns
Tensor
retain_
grad
retain_grad
()
:
void
Returns
void
sigmoid
sigmoid
()
:
Tensor
Returns
Tensor
sign
sign
()
:
Tensor
Returns
Tensor
sin
sin
()
:
Tensor
Returns
Tensor
sqrt
sqrt
()
:
Tensor
Returns
Tensor
square
square
()
:
Tensor
Returns
Tensor
squeeze
squeeze
(
dim
:
number
)
:
Tensor
Parameters
dim
:
number
Returns
Tensor
sub
sub
(
other
:
number
|
Tensor
)
:
Tensor
Parameters
other
:
number
|
Tensor
Returns
Tensor
sum
sum
(
dim
?:
number
|
number
[]
,
keepdim
?:
boolean
)
:
Tensor
Parameters
Optional
dim
:
number
|
number
[]
keepdim
:
boolean
= false
Returns
Tensor
tan
tan
()
:
Tensor
Returns
Tensor
to
Array
toArray
()
:
NestedNumberArray
Returns
NestedNumberArray
to
Array_
toArray_
()
:
void
Returns
void
to
Flat
Array
toFlatArray
()
:
number
[]
Returns
number
[]
transpose
transpose
(
dim0
:
number
,
dim1
:
number
)
:
Tensor
Parameters
dim0
:
number
dim1
:
number
Returns
Tensor
unsqueeze
unsqueeze
(
dim
:
number
)
:
Tensor
Parameters
dim
:
number
Returns
Tensor
zero_
zero_
()
:
void
Returns
void
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Constructors
constructor
Properties
data
grad
grad_
fn
id
name
requires_
grad
shape
Methods
abs
add
backward
cos
data
Length
detach
detach_
div
eq
exp
expand
fmod
ge
gt
item
le
log
lt
matmul
max
maximum
mean
min
minimum
mul
ne
neg
pow
reciprocal
reshape
retain_
grad
sigmoid
sign
sin
sqrt
square
squeeze
sub
sum
tan
to
Array
to
Array_
to
Flat
Array
transpose
unsqueeze
zero_
torch
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