Index

A

add() built-in function addbmm() built-in function addcdiv() built-in function addcmul() built-in function addmm() built-in function addmv() built-in function addr() built-in function addref() built-in function alias() built-in function

All() built-in function amax() built-in function amin() built-in function aminmax() built-in function Any() built-in function arange argmax() built-in function argmin() built-in function argsort() built-in function avgparms() built-in function

B

backstep() built-in function backward() built-in function, [1] baddbmm() built-in function bartlett() built-in function batch() built-in function, [1], [2] batchinit() built-in function batchnorm() built-in function, [1] bernoulli() built-in function bincount() built-in function blackman() built-in function bmm() built-in function buffernames() built-in function buffers() built-in function built-in function add() addbmm() addcdiv() addcmul() addmm() addmv() addr() addref() alias() All() amax() amin() aminmax() Any() argmax() argmin() argsort() avgparms() backstep() backward(), [1] baddbmm() bartlett() batch(), [1], [2] batchinit() batchnorm(), [1] bernoulli() bincount() blackman() bmm() buffernames() buffers() bytes(), [1], [2] child() childnames() children() chol() cholinverse() cholsolve() cholx() clamp() class(), [1] clip() clipv() clone() close() coalesce() coalesced(), [1] comparison() config() contiguous() copyparms() copyto() Cross() cudadevice() cudadevices() cumprod() cumsum() data(), [1] datasize() defined() dense() densedim() det() detach() detail() device(), [1], [2] diag() diagflat() diagonal() dict(), [1], [2] dim() dist() dot() dtype(), [1], [2], [3], [4], [5] dv() eforward(), [1] eig() eigh() eigvals() eigvalsh() elements(), [1], [2] equal() evaluate(), [1] expand() fft() fft2() fftfreq() fftn() fftshift() flatten() Flip() fmax() fmin() fn(), [1], [2], [3], [4] fnorm() forward(), [1], [2] free(), [1] freeze(), [1], [2], [3] gain() gradflag() gradfn() gradient() hamming() hann() help() hfft() hfft2() hfftn() histc() householder() ifft() ifft2() ifftn() ifftshift() ihfft() ihfft2() ihfftn() imag(), [1] In() index(), [1] indices(), [1] info() input(), [1] inputmodule() inverse() irfft() irfft2() irfftn() isreal(), [1] itemsize() kaiser() knormal(), [1], [2] kthvalue() kuniform() layout() leaf() lerp() logdet() logsumexp() loss(), [1], [2], [3], [4] lr() lstsq() lu() lun() lusolve() lux() mapped() matmul() Max() maximum() mean() meanstd() meanvar() median() memory() Min() minimum() mm() mmt() mnorm() mode() model(), [1], [2], [3] module(), [1] modules() moduletypes() mrank() msort() mtm() multidot() multinomial() mv() mvlgamma() names() nanmean() nanmedian() nansum() narrow(), [1] nforward(), [1] nnorm() nnz() nograd(), [1] numel() obj() objtype(), [1] offset() opt(), [1], [2] options(), [1] outer() outputmodule() parm(), [1] parmnames() parms() parmtypes() permute(), [1] pinned() pinverse() pointwise(), [1] power() prod() ptr(), [1] qr() real(), [1] ref(), [1] renorm() reshape(), [1] resize(), [1] restore(), [1] return() rfft() rfft2() rfftfreq() rfftn() roll() run() same() seq() setting() shuffle() size(), [1], [2] slogdet() solve() sort() sparse(), [1], [2] sparsedim() sparseflag() sparseindex(), [1] special() sptr() sref() state(), [1] std() step(), [1] str(), [1], [2] stride() sum() svd() svdvals() sync() target() tensor(), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20] tensorcount(), [1], [2] tensordot() testbatch() testdata(), [1] testinit() testinput(), [1] testrestore() testrun() testsize() testtarget() to(), [1] topk() trace() train(), [1], [2] training() transpose(), [1] tree() tril() trisolve() triu() unfreeze(), [1], [2], [3] unique() uniquec() unshuffle() values(), [1] variance() vector(), [1], [2] version() View(), [1] vnorm() weakref() zerograd(), [1]

bytes() built-in function, [1], [2]

C

callback cat child() built-in function childnames() built-in function children() built-in function chol() built-in function cholinverse() built-in function cholsolve() built-in function cholx() built-in function clamp() built-in function class() built-in function, [1] clip() built-in function clipv() built-in function clone() built-in function close() built-in function coalesce() built-in function

coalesced() built-in function, [1] comparison() built-in function complex config() built-in function contiguous() built-in function copyparms() built-in function copyto tensor copyto() built-in function Cross() built-in function CUDA cudadevice cudadevice() built-in function cudadevices cudadevices() built-in function cumprod() built-in function cumsum() built-in function

D

data() built-in function, [1] datasize() built-in function defined() built-in function dense() built-in function densedim() built-in function det() built-in function detach() built-in function detail() built-in function device device() built-in function, [1], [2]

devices diag() built-in function diagflat() built-in function diagonal() built-in function dict() built-in function, [1], [2] dim() built-in function dist() built-in function dot() built-in function droppath dtype() built-in function, [1], [2], [3], [4], [5] dv() built-in function

E

eforward() built-in function, [1] eig() built-in function eigh() built-in function eigvals() built-in function eigvalsh() built-in function elements() built-in function, [1], [2]

embedpos embedseq empty equal() built-in function evaluate() built-in function, [1] expand expand() built-in function eye

F

fft() built-in function fft2() built-in function fftfreq() built-in function fftn() built-in function fftshift() built-in function flatten() built-in function Flip() built-in function fmax() built-in function

fmin() built-in function fn() built-in function, [1], [2], [3], [4] fnorm() built-in function fork forward forward() built-in function, [1], [2] free() built-in function, [1] freeze() built-in function, [1], [2], [3] full

G

gain() built-in function gradflag() built-in function

gradfn() built-in function gradient() built-in function

H

hamming() built-in function hann() built-in function help() built-in function hfft() built-in function

hfft2() built-in function hfftn() built-in function histc() built-in function householder() built-in function

I

ifft() built-in function ifft2() built-in function ifftn() built-in function ifftshift() built-in function ihfft() built-in function ihfft2() built-in function ihfftn() built-in function imag() built-in function, [1] In() built-in function index() built-in function, [1]

indexselect indices() built-in function, [1] info() built-in function input() built-in function, [1] inputmodule() built-in function inverse() built-in function irfft() built-in function irfft2() built-in function irfftn() built-in function isreal() built-in function, [1] itemsize() built-in function

K

kaiser() built-in function knormal() built-in function, [1], [2]

kthvalue() built-in function kuniform() built-in function

L

layout() built-in function leaf() built-in function lerp() built-in function linspace logdet() built-in function logspace logsumexp() built-in function loss() built-in function, [1], [2], [3], [4]

lr() built-in function lstsq() built-in function lu() built-in function lun() built-in function lusolve() built-in function lux() built-in function

M

Makefile mapped() built-in function matmul matmul() built-in function Max() built-in function maximum() built-in function mean() built-in function meanstd() built-in function meanvar() built-in function median() built-in function memory() built-in function Min() built-in function minimum() built-in function mm() built-in function mmt() built-in function

mnorm() built-in function mode() built-in function model() built-in function, [1], [2], [3] module() built-in function, [1] modules() built-in function moduletypes() built-in function mrank() built-in function msort() built-in function mtm() built-in function mul multidot() built-in function multinomial() built-in function mv() built-in function mvlgamma() built-in function

N

names() built-in function nanmean() built-in function nanmedian() built-in function nansum() built-in function narrow() built-in function, [1]

nbeats nforward() built-in function, [1] nnorm() built-in function nnz() built-in function nograd() built-in function, [1] numel() built-in function

O

obj() built-in function objtype() built-in function, [1] offset() built-in function onehot ones

opt() built-in function, [1], [2] options() built-in function, [1] outer() built-in function outputmodule() built-in function

P

pad parm() built-in function, [1] parmnames() built-in function parms() built-in function parmtypes() built-in function permute() built-in function, [1] pinned() built-in function

pinverse() built-in function pointer pointwise() built-in function, [1] power() built-in function prod() built-in function ptr() built-in function, [1]

Q

qr() built-in function

R

rand randint randn randomcrop randomflip randperm range real() built-in function, [1] recur ref() built-in function, [1] renorm() built-in function reshape reshape() built-in function, [1] residual

resize() built-in function, [1] restore() built-in function, [1] return() built-in function rfft() built-in function rfft2() built-in function rfftfreq() built-in function rfftn() built-in function roll() built-in function run() built-in function

S

same() built-in function select selfattention seq() built-in function seqdict seqjoin seqlist seqnest setting() built-in function settings all options benchmark mode complexfirst CPU threads CUDA CuDNN deterministic mode k session settings MAGMA MKL MPS OpenMP stack frame shuffle() built-in function size() built-in function, [1], [2] slogdet() built-in function solve() built-in function sort() built-in function

sparse sparse() built-in function, [1], [2] sparsedim() built-in function sparseflag() built-in function sparseindex() built-in function, [1] special() built-in function sptr() built-in function squeeze sref() built-in function state() built-in function, [1] std() built-in function step() built-in function, [1] str() built-in function, [1], [2] stride() built-in function sum() built-in function svd() built-in function svdvals() built-in function sync() built-in function

T

target() built-in function tensor attributes conversion errors creating from a k value creation using output tensor undefined tensors using creation mode tensor() built-in function, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20] tensorcount() built-in function, [1], [2] tensordot() built-in function testbatch() built-in function testdata() built-in function, [1] testinit() built-in function testinput() built-in function, [1] testrestore() built-in function testrun() built-in function testsize() built-in function

testtarget() built-in function to tensor and module to() built-in function, [1] topk() built-in function trace() built-in function train() built-in function, [1], [2] training training() built-in function transform transpose transpose() built-in function, [1] tree() built-in function tril() built-in function trisolve() built-in function triu() built-in function

U

unfreeze() built-in function, [1], [2], [3] unique() built-in function

uniquec() built-in function unshuffle() built-in function unsqueeze

V

values() built-in function, [1] variance() built-in function vector vector() built-in function, [1], [2]

version() built-in function View() built-in function, [1] vnorm() built-in function

W

weakref() built-in function

Z

zerograd() built-in function, [1]

zeros zscore