Tensor Class Reference

Public Member Functions
Tensor	__add__ (self, float arg0)
Tensor	__add__ (self, Scalar arg0)
Tensor	__add__ (self, Tensor arg0)
Tensor	__iadd__ (self, float arg0)
Tensor	__imul__ (self, float arg0)
None	__init__ (self)
None	__init__ (self, torch.Tensor arg0, int arg1)
None	__init__ (self, Tensor arg0)
None	__init__ (self, Vec arg0)
None	__init__ (self, Rot arg0)
None	__init__ (self, WR2 arg0)
None	__init__ (self, R2 arg0)
None	__init__ (self, SR2 arg0)
None	__init__ (self, R3 arg0)
None	__init__ (self, SFR3 arg0)
None	__init__ (self, R4 arg0)
None	__init__ (self, SFR4 arg0)
None	__init__ (self, WFR4 arg0)
None	__init__ (self, SSR4 arg0)
None	__init__ (self, SFFR4 arg0)
None	__init__ (self, SWR4 arg0)
None	__init__ (self, WSR4 arg0)
None	__init__ (self, WWR4 arg0)
None	__init__ (self, R5 arg0)
None	__init__ (self, SSFR5 arg0)
None	__init__ (self, Quaternion arg0)
None	__init__ (self, MillerIndex arg0)
None	__init__ (self, SSSSR8 arg0)
None	__init__ (self, R8 arg0)
None	__init__ (self, Scalar arg0)
Tensor	__isub__ (self, float arg0)
Tensor	__itruediv__ (self, float arg0)
Tensor	__mul__ (self, float arg0)
Tensor	__mul__ (self, Scalar arg0)
Tensor	__neg__ (self)
Tensor	__pow__ (self, float arg0)
Tensor	__pow__ (self, Scalar arg0)
Tensor	__pow__ (self, Tensor arg0)
Tensor	__radd__ (self, float arg0)
str	__repr__ (self)
Tensor	__rmul__ (self, float arg0)
Tensor	__rpow__ (self, float arg0)
Tensor	__rsub__ (self, float arg0)
Tensor	__rtruediv__ (self, float arg0)
str	__str__ (self)
Tensor	__sub__ (self, float arg0)
Tensor	__sub__ (self, Scalar arg0)
Tensor	__sub__ (self, Tensor arg0)
Tensor	__truediv__ (self, float arg0)
Tensor	__truediv__ (self, Scalar arg0)
Tensor	__truediv__ (self, Tensor arg0)
bool	batched (self)
Tensor	clone (self)
torch.Tensor	copy_ (self, torch.Tensor arg0, bool arg1)
bool	defined (self)
Tensor	detach (self)
torch.Tensor	detach_ (self)
int	dim (self)
Number|torch.SymInt|torch.SymFloat|torch.SymBool	item (self)
torch.Tensor	requires_grad_ (self, bool arg0)
Tensor	to (self, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
torch.Tensor	torch (self)
torch.Tensor	zero_ (self)
TensorBaseView	base (self)
TensorBatchView	batch (self)
torch.device	device (self)
torch.dtype	dtype (self)
torch.Tensor	grad (self)
bool	requires_grad (self)
tuple[int,...]	shape (self)

Static Public Member Functions
Tensor	empty (tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	empty (tuple[int,...] batch_shape, tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	empty_like (Tensor arg0)
Tensor	full (tuple[int,...] base_shape, float fill_value, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	full (tuple[int,...] batch_shape, tuple[int,...] base_shape, float fill_value, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	full_like (Tensor arg0, float arg1)
Tensor	identity (int n, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	identity (tuple[int,...] batch_shape, int n, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	linspace (Tensor start, Tensor end, int nstep, int dim=0)
Tensor	logspace (Tensor start, Tensor end, int nstep, int dim=0, float base=10.0)
Tensor	ones (tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	ones (tuple[int,...] batch_shape, tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	ones_like (Tensor arg0)
Tensor	zeros (tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	zeros (tuple[int,...] batch_shape, tuple[int,...] base_shape, *, torch.dtype dtype=..., torch.device device=..., bool requires_grad=False)
Tensor	zeros_like (Tensor arg0)

Constructor & Destructor Documentation

__init__() [1/25]

None __init__

(

self

)

__init__() [2/25]

None __init__	(		self,
		torch.Tensor	arg0,
		int	arg1 )

__init__() [3/25]

None __init__	(		self,
		Tensor	arg0 )

__init__() [4/25]

None __init__	(		self,
		Vec	arg0 )

__init__() [5/25]

None __init__	(		self,
		Rot	arg0 )

__init__() [6/25]

None __init__	(		self,
		WR2	arg0 )

__init__() [7/25]

None __init__	(		self,
		R2	arg0 )

__init__() [8/25]

None __init__	(		self,
		SR2	arg0 )

__init__() [9/25]

None __init__	(		self,
		R3	arg0 )

__init__() [10/25]

None __init__	(		self,
		SFR3	arg0 )

__init__() [11/25]

None __init__	(		self,
		R4	arg0 )

__init__() [12/25]

None __init__	(		self,
		SFR4	arg0 )

__init__() [13/25]

None __init__	(		self,
		WFR4	arg0 )

__init__() [14/25]

None __init__	(		self,
		SSR4	arg0 )

__init__() [15/25]

None __init__	(		self,
		SFFR4	arg0 )

__init__() [16/25]

None __init__	(		self,
		SWR4	arg0 )

__init__() [17/25]

None __init__	(		self,
		WSR4	arg0 )

__init__() [18/25]

None __init__	(		self,
		WWR4	arg0 )

__init__() [19/25]

None __init__	(		self,
		R5	arg0 )

__init__() [20/25]

None __init__	(		self,
		SSFR5	arg0 )

__init__() [21/25]

None __init__	(		self,
		Quaternion	arg0 )

__init__() [22/25]

None __init__	(		self,
		MillerIndex	arg0 )

__init__() [23/25]

None __init__	(		self,
		SSSSR8	arg0 )

__init__() [24/25]

None __init__	(		self,
		R8	arg0 )

__init__() [25/25]

None __init__	(		self,
		Scalar	arg0 )

Member Function Documentation

__add__() [1/3]

Tensor __add__	(		self,
		float	arg0 )

__add__() [2/3]

Tensor __add__	(		self,
		Scalar	arg0 )

__add__() [3/3]

Tensor __add__	(		self,
		Tensor	arg0 )

__iadd__()

Tensor __iadd__	(		self,
		float	arg0 )

__imul__()

Tensor __imul__	(		self,
		float	arg0 )

__isub__()

Tensor __isub__	(		self,
		float	arg0 )

__itruediv__()

Tensor __itruediv__	(		self,
		float	arg0 )

__mul__() [1/2]

Tensor __mul__	(		self,
		float	arg0 )

__mul__() [2/2]

Tensor __mul__	(		self,
		Scalar	arg0 )

__neg__()

Tensor __neg__

(

self

)

__pow__() [1/3]

Tensor __pow__	(		self,
		float	arg0 )

__pow__() [2/3]

Tensor __pow__	(		self,
		Scalar	arg0 )

__pow__() [3/3]

Tensor __pow__	(		self,
		Tensor	arg0 )

__radd__()

Tensor __radd__	(		self,
		float	arg0 )

__repr__()

str __repr__

(

self

)

__rmul__()

Tensor __rmul__	(		self,
		float	arg0 )

__rpow__()

Tensor __rpow__	(		self,
		float	arg0 )

__rsub__()

Tensor __rsub__	(		self,
		float	arg0 )

__rtruediv__()

Tensor __rtruediv__	(		self,
		float	arg0 )

__str__()

str __str__

(

self

)

__sub__() [1/3]

Tensor __sub__	(		self,
		float	arg0 )

__sub__() [2/3]

Tensor __sub__	(		self,
		Scalar	arg0 )

__sub__() [3/3]

Tensor __sub__	(		self,
		Tensor	arg0 )

__truediv__() [1/3]

Tensor __truediv__	(		self,
		float	arg0 )

__truediv__() [2/3]

Tensor __truediv__	(		self,
		Scalar	arg0 )

__truediv__() [3/3]

Tensor __truediv__	(		self,
		Tensor	arg0 )

base()

TensorBaseView base

(

self

)

batch()

TensorBatchView batch

(

self

)

batched()

bool batched

(

self

)

clone()

Tensor clone

(

self

)

copy_()

torch.Tensor copy_	(		self,
		torch.Tensor	arg0,
		bool	arg1 )

defined()

bool defined

(

self

)

detach()

Tensor detach

(

self

)

detach_()

torch.Tensor detach_

(

self

)

device()

torch.device device

(

self

)

dim()

int dim

(

self

)

dtype()

torch.dtype dtype

(

self

)

empty() [1/2]

Tensor empty ( tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

empty() [2/2]

Tensor empty ( tuple[int, ...] batch_shape, tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

empty_like()

Tensor empty_like ( Tensor arg0 )

static

full() [1/2]

Tensor full ( tuple[int, ...] base_shape, float fill_value, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

full() [2/2]

Tensor full ( tuple[int, ...] batch_shape, tuple[int, ...] base_shape, float fill_value, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

full_like()

Tensor full_like ( Tensor arg0, float arg1 )

static

grad()

torch.Tensor grad

(

self

)

identity() [1/2]

Tensor identity ( int n, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

identity() [2/2]

Tensor identity ( tuple[int, ...] batch_shape, int n, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

item()

Number | torch.SymInt | torch.SymFloat | torch.SymBool item

(

self

)

linspace()

Tensor linspace ( Tensor start, Tensor end, int nstep, int dim = 0 )

static

logspace()

Tensor logspace ( Tensor start, Tensor end, int nstep, int dim = 0, float base = 10.0 )

static

ones() [1/2]

Tensor ones ( tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

ones() [2/2]

Tensor ones ( tuple[int, ...] batch_shape, tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

ones_like()

Tensor ones_like ( Tensor arg0 )

static

requires_grad()

bool requires_grad

(

self

)

requires_grad_()

torch.Tensor requires_grad_	(		self,
		bool	arg0 )

shape()

tuple[int, ...] shape

(

self

)

to()

Tensor to	(		self,
		*	,
		torch.dtype	dtype = ...,
		torch.device	device = ...,
		bool	requires_grad = False )

torch()

torch.Tensor torch

(

self

)

zero_()

torch.Tensor zero_

(

self

)

zeros() [1/2]

Tensor zeros ( tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

zeros() [2/2]

Tensor zeros ( tuple[int, ...] batch_shape, tuple[int, ...] base_shape, * , torch.dtype dtype = ..., torch.device device = ..., bool requires_grad = False )

static

zeros_like()

Tensor zeros_like ( Tensor arg0 )

static