# ONNX supported ATen operators¶

This file is automatically generated during the documentation build by cross referencing ONNX operator symbolics with Torch JIT operators via docs/source/scripts/build_onnx_supported_aten_op_csv_table.py. Do not modify directly and instead rebuild the docs.

Supported ATen operators

Operator

opset_version(s)

Delete

11 12 13 14 15 16

__derive_index

7 8 9 10 11 12 13 14 15 16

__interpolate

7 8 9 10 11 12 13 14 15 16

__range_length

7 8 9 10 11 12 13 14 15 16

_cast_Byte

7 8 9 10 11 12 13 14 15 16

_cast_Char

7 8 9 10 11 12 13 14 15 16

_cast_Double

7 8 9 10 11 12 13 14 15 16

_cast_Float

7 8 9 10 11 12 13 14 15 16

_cast_Half

7 8 9 10 11 12 13 14 15 16

_cast_Int

7 8 9 10 11 12 13 14 15 16

_cast_Long

7 8 9 10 11 12 13 14 15 16

_cast_Short

7 8 9 10 11 12 13 14 15 16

_convolution

7 8 9 10 11 12 13 14 15 16

_dim_arange

7 8 9 10 11 12 13 14 15 16

_pack_padded_sequence

7 8 9 10 11 12 13 14 15 16

_pad_circular

7 8 9 10 11 12 13 14 15 16

_pad_packed_sequence

7 8 9 10 11 12 13 14 15 16

_reshape_from_tensor

7 8 9 10 11 12 13 14 15 16

_sample_dirichlet

7 8 9 10 11 12 13 14 15 16

_set_item

11 12 13 14 15 16

_shape_as_tensor

7 8 9 10 11 12 13 14 15 16

_standard_gamma

7 8 9 10 11 12 13 14 15 16

_unique

7 8 9 10 11 12 13 14 15 16

_unique2

7 8 9 10 11 12 13 14 15 16

_weight_norm

7 8 9 10 11 12 13 14 15 16

abs

7 8 9 10 11 12 13 14 15 16

acos

7 8 9 10 11 12 13 14 15 16

adaptive_avg_pool1d

7 8 9 10 11 12 13 14 15 16

adaptive_avg_pool2d

7 8 9 10 11 12 13 14 15 16

adaptive_avg_pool3d

7 8 9 10 11 12 13 14 15 16

adaptive_max_pool1d

7 8 9 10 11 12 13 14 15 16

adaptive_max_pool2d

7 8 9 10 11 12 13 14 15 16

adaptive_max_pool3d

7 8 9 10 11 12 13 14 15 16

add

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

addcmul

7 8 9 10 11 12 13 14 15 16

addmm

7 8 9 10 11 12 13 14 15 16

alias

7 8 9 10 11 12 13 14 15 16

all

7 8 9 10 11 12 13 14 15 16

alpha_dropout

7 8 9 10 11 12 13 14 15 16

alpha_dropout_

7 8 9 10 11 12 13 14 15 16

amax

7 8 9 10 11 12 13 14 15 16

amin

7 8 9 10 11 12 13 14 15 16

aminmax

7 8 9 10 11 12 13 14 15 16

any

7 8 9 10 11 12 13 14 15 16

append

11 12 13 14 15 16

arange

7 8 9 10 11 12 13 14 15 16

argmax

7 8 9 10 11 12 13 14 15 16

argmin

7 8 9 10 11 12 13 14 15 16

as_strided

7 8 9 10 11 12 13 14 15 16

as_tensor

7 8 9 10 11 12 13 14 15 16

asin

7 8 9 10 11 12 13 14 15 16

atan

7 8 9 10 11 12 13 14 15 16

avg_pool1d

7 8 9 10 11 12 13 14 15 16

avg_pool2d

7 8 9 10 11 12 13 14 15 16

avg_pool3d

7 8 9 10 11 12 13 14 15 16

baddbmm

7 8 9 10 11 12 13 14 15 16

batch_norm

7 8 9 10 11 12 13 14 15 16

bernoulli

7 8 9 10 11 12 13 14 15 16

binary_cross_entropy_with_logits

12 13 14 15 16

bitwise_not

7 8 9 10 11 12 13 14 15 16

bmm

7 8 9 10 11 12 13 14 15 16

broadcast_tensors

7 8 9 10 11 12 13 14 15 16

bucketize

7 8 9 10 11 12 13 14 15 16

cat

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

cdist

7 8 9 10 11 12 13 14 15 16

ceil

7 8 9 10 11 12 13 14 15 16

celu

12 13 14 15 16

chunk

11 12 13 14 15 16

clamp

7 8 9 10 11 12 13 14 15 16

clamp_max

7 8 9 10 11 12 13 14 15 16

clamp_min

7 8 9 10 11 12 13 14 15 16

clone

7 8 9 10 11 12 13 14 15 16

constant_pad_nd

7 8 9 10 11 12 13 14 15 16

contiguous

7 8 9 10 11 12 13 14 15 16

conv1d

7 8 9 10 11 12 13 14 15 16

conv2d

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

conv3d

7 8 9 10 11 12 13 14 15 16

conv_tbc

7 8 9 10 11 12 13 14 15 16

conv_transpose1d

7 8 9 10 11 12 13 14 15 16

conv_transpose2d

7 8 9 10 11 12 13 14 15 16

conv_transpose3d

7 8 9 10 11 12 13 14 15 16

cos

7 8 9 10 11 12 13 14 15 16

cosine_similarity

7 8 9 10 11 12 13 14 15 16

cross

7 8 9 10 11 12 13 14 15 16

cross_entropy_loss

12 13 14 15 16

cumsum

7 8 9 10 11 12 13 14 15 16

data

7 8 9 10 11 12 13 14 15 16

dequantize

10 11 12 13 14 15 16

detach

7 8 9 10 11 12 13 14 15 16

device

7 8 9 10 11 12 13 14 15 16

diagonal

13 14 15 16

dim

7 8 9 10 11 12 13 14 15 16

div

7 8 9 10 11 12 13 14 15 16

dot

7 8 9 10 11 12 13 14 15 16

dropout

7 8 9 10 11 12 13 14 15 16

dropout_

7 8 9 10 11 12 13 14 15 16

einsum

12 13 14 15 16

elu

7 8 9 10 11 12 13 14 15 16

embedding

7 8 9 10 11 12 13 14 15 16

embedding_bag

7 8 9 10 11 12 13 14 15 16

embedding_renorm

11 12 13 14 15 16

empty

7 8 9 10 11 12 13 14 15 16

empty_like

7 8 9 10 11 12 13 14 15 16

eq

7 8 9 10 11 12 13 14 15 16

erf

7 8 9 10 11 12 13 14 15 16

exp

7 8 9 10 11 12 13 14 15 16

expand

7 8 9 10 11 12 13 14 15 16

expand_as

7 8 9 10 11 12 13 14 15 16

eye

7 8 9 10 11 12 13 14 15 16

fake_quantize_per_channel_affine

13 14 15 16

fake_quantize_per_tensor_affine

10 11 12 13 14 15 16

feature_alpha_dropout

7 8 9 10 11 12 13 14 15 16

feature_alpha_dropout_

7 8 9 10 11 12 13 14 15 16

feature_dropout

7 8 9 10 11 12 13 14 15 16

feature_dropout_

7 8 9 10 11 12 13 14 15 16

fill

7 8 9 10 11 12 13 14 15 16

flatten

7 8 9 10 11 12 13 14 15 16

flip

10 11 12 13 14 15 16

floor

7 8 9 10 11 12 13 14 15 16

floor_divide

7 8 9 10 11 12 13 14 15 16

floordiv

7 8 9 10 11 12 13 14 15 16

fmod

10 11 12 13 14 15 16

frobenius_norm

7 8 9 10 11 12 13 14 15 16

full

7 8 9 10 11 12 13 14 15 16

full_like

7 8 9 10 11 12 13 14 15 16

gather

7 8 9 10 11 12 13 14 15 16

ge

7 8 9 10 11 12 13 14 15 16

gelu

7 8 9 10 11 12 13 14 15 16

glu

7 8 9 10 11 12 13 14 15 16

grid_sampler

16

group_norm

7 8 9 10 11 12 13 14 15 16

gru

7 8 9 10 11 12 13 14 15 16

gt

7 8 9 10 11 12 13 14 15 16

hann_window

7 8 9 10 11 12 13 14 15 16

hardshrink

7 8 9 10 11 12 13 14 15 16

hardsigmoid

7 8 9 10 11 12 13 14 15 16

hardswish

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

hardtanh

7 8 9 10 11 12 13 14 15 16

im2col

11 12 13 14 15 16

index

7 8 9 10 11 12 13 14 15 16

index_add

7 8 9 10 11 12 13 14 15 16

index_copy

7 8 9 10 11 12 13 14 15 16

index_fill

7 8 9 10 11 12 13 14 15 16

index_put

7 8 9 10 11 12 13 14 15 16

index_select

7 8 9 10 11 12 13 14 15 16

insert

11 12 13 14 15 16

instance_norm

7 8 9 10 11 12 13 14 15 16

is_floating_point

7 8 9 10 11 12 13 14 15 16

isfinite

10 11 12 13 14 15 16

isinf

10 11 12 13 14 15 16

isnan

7 8 9 10 11 12 13 14 15 16

item

7 8 9 10 11 12 13 14 15 16

kl_div

7 8 9 10 11 12 13 14 15 16

layer_norm

7 8 9 10 11 12 13 14 15 16

le

7 8 9 10 11 12 13 14 15 16

leaky_relu

7 8 9 10 11 12 13 14 15 16

len

7 8 9 10 11 12 13 14 15 16

lift

7 8 9 10 11 12 13 14 15 16

linalg_cross

7 8 9 10 11 12 13 14 15 16

linalg_det

11 12 13 14 15 16

linalg_matrix_norm

7 8 9 10 11 12 13 14 15 16

linalg_norm

7 8 9 10 11 12 13 14 15 16

linalg_vector_norm

7 8 9 10 11 12 13 14 15 16

linear

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

linspace

7 8 9 10 11 12 13 14 15 16

list

7 8 9 10 11 12 13 14 15 16

log

7 8 9 10 11 12 13 14 15 16

log10

7 8 9 10 11 12 13 14 15 16

log1p

7 8 9 10 11 12 13 14 15 16

log2

7 8 9 10 11 12 13 14 15 16

log_sigmoid

7 8 9 10 11 12 13 14 15 16

log_softmax

7 8 9 10 11 12 13 14 15 16

logdet

11 12 13 14 15 16

logical_and

7 8 9 10 11 12 13 14 15 16

logical_or

7 8 9 10 11 12 13 14 15 16

logical_xor

7 8 9 10 11 12 13 14 15 16

logsumexp

7 8 9 10 11 12 13 14 15 16

lstm

7 8 9 10 11 12 13 14 15 16

lstm_cell

7 8 9 10 11 12 13 14 15 16

lt

7 8 9 10 11 12 13 14 15 16

masked_fill

7 8 9 10 11 12 13 14 15 16

masked_scatter

11 12 13 14 15 16

masked_select

11 12 13 14 15 16

matmul

7 8 9 10 11 12 13 14 15 16

max

7 7 8 8 9 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

max_pool1d

7 8 9 10 11 12 13 14 15 16

max_pool1d_with_indices

7 8 9 10 11 12 13 14 15 16

max_pool2d

7 8 9 10 11 12 13 14 15 16

max_pool2d_with_indices

7 8 9 10 11 12 13 14 15 16

max_pool3d

7 8 9 10 11 12 13 14 15 16

max_pool3d_with_indices

7 8 9 10 11 12 13 14 15 16

maximum

7 8 9 10 11 12 13 14 15 16

mean

7 8 9 10 11 12 13 14 15 16

meshgrid

7 8 9 10 11 12 13 14 15 16

min

7 7 8 8 9 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

minimum

7 8 9 10 11 12 13 14 15 16

mish

7 8 9 10 11 12 13 14 15 16

mm

7 8 9 10 11 12 13 14 15 16

mul

7 8 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16

multinomial

7 8 9 10 11 12 13 14 15 16

mv

7 8 9 10 11 12 13 14 15 16

nan_to_num

10 11 12 13 14 15 16

narrow

7 8 9 10 11 12 13 14 15 16

ne

7 8 9 10 11 12 13 14 15 16

neg

7 8 9 10 11 12 13 14 15 16

new_empty

7 8 9 10 11 12 13 14 15 16

new_full

7 8 9 10 11 12 13 14 15 16

new_ones

7 8 9 10 11 12 13 14 15 16

new_zeros

7 8 9 10 11 12 13 14 15 16

nll_loss

12 13 14 15 16

nll_loss2d

12 13 14 15 16

nll_loss_nd

12 13 14 15 16

nonzero

7 8 9 10 11 12 13 14 15 16

nonzero_numpy

7 8 9 10 11 12 13 14 15 16

norm

7 8 9 10 11 12 13 14 15 16

normal

11 12 13 14 15 16

numel

7 8 9 10 11 12 13 14 15 16

one_hot

7 8 9 10 11 12 13 14 15 16

ones

7 8 9 10 11 12 13 14 15 16

ones_like

7 8 9 10 11 12 13 14 15 16

outer

12 13 14 15 16

pad

7 8 9 10 11 12 13 14 15 16

pairwise_distance

7 8 9 10 11 12 13 14 15 16

permute

7 8 9 10 11 12 13 14 15 16

pixel_shuffle

7 8 9 10 11 12 13 14 15 16

pixel_unshuffle

7 8 9 10 11 12 13 14 15 16

pop

11 12 13 14 15 16

pow

7 8 9 10 11 12 13 14 15 16

prelu

7 8 9 10 11 12 13 14 15 16

prod

7 8 9 10 11 12 13 14 15 16

quantize_per_tensor

10 11 12 13 14 15 16

rand

7 8 9 10 11 12 13 14 15 16

rand_like

7 8 9 10 11 12 13 14 15 16

randn

7 8 9 10 11 12 13 14 15 16

randn_like

7 8 9 10 11 12 13 14 15 16

reciprocal

7 8 9 10 11 12 13 14 15 16

reflection_pad1d

7 8 9 10 11 12 13 14 15 16

reflection_pad2d

7 8 9 10 11 12 13 14 15 16

reflection_pad3d

7 8 9 10 11 12 13 14 15 16

relu

7 8 9 10 11 12 13 14 15 16

relu6

7 8 9 10 11 12 13 14 15 16

remainder

7 8 9 10 11 12 13 14 15 16

repeat

7 8 9 10 11 12 13 14 15 16

repeat_interleave

7 8 9 10 11 12 13 14 15 16

replication_pad1d

7 8 9 10 11 12 13 14 15 16

replication_pad2d

7 8 9 10 11 12 13 14 15 16

replication_pad3d

7 8 9 10 11 12 13 14 15 16

reshape

7 8 9 10 11 12 13 14 15 16

reshape_as

7 8 9 10 11 12 13 14 15 16

rnn_relu

7 8 9 10 11 12 13 14 15 16

rnn_tanh

7 8 9 10 11 12 13 14 15 16

roll

7 8 9 10 11 12 13 14 15 16

round

11 12 13 14 15 16

rrelu

7 8 9 10 11 12 13 14 15 16

rsqrt

7 8 9 10 11 12 13 14 15 16

rsub

7 8 9 10 11 12 13 14 15 16

scalar_tensor

7 8 9 10 11 12 13 14 15 16

scatter

7 8 9 10 11 12 13 14 15 16

scatter_add

7 8 9 10 11 12 13 14 15 16

select

7 8 9 10 11 12 13 14 15 16

selu

7 8 9 10 11 12 13 14 15 16

sigmoid

7 8 9 10 11 12 13 14 15 16

sign

7 8 9 10 11 12 13 14 15 16

silu

7 8 9 10 11 12 13 14 15 16

sin

7 8 9 10 11 12 13 14 15 16

size

7 8 9 10 11 12 13 14 15 16

slice

7 8 9 10 11 12 13 14 15 16

softmax

7 8 9 10 11 12 13 14 15 16

softplus

7 8 9 10 11 12 13 14 15 16

softshrink

7 8 9 10 11 12 13 14 15 16

sort

7 8 9 10 11 12 13 14 15 16

split

7 8 9 10 11 12 13 14 15 16

split_with_sizes

7 8 9 10 11 12 13 14 15 16

sqrt

7 8 9 10 11 12 13 14 15 16

square

7 8 9 10 11 12 13 14 15 16

squeeze

7 8 9 10 11 12 13 14 15 16

stack

7 8 9 10 11 12 13 14 15 16

std

7 8 9 10 11 12 13 14 15 16

std_mean

7 8 9 10 11 12 13 14 15 16

sub

7 8 9 10 11 12 13 14 15 16

sum

7 8 9 10 11 12 13 14 15 16

t

7 8 9 10 11 12 13 14 15 16

take

7 8 9 10 11 12 13 14 15 16

tan

7 8 9 10 11 12 13 14 15 16

tanh

7 8 9 10 11 12 13 14 15 16

tensor

7 8 9 10 11 12 13 14 15 16

tensordot

12 13 14 15 16

threshold

7 8 9 10 11 12 13 14 15 16

to

7 8 9 10 11 12 13 14 15 16

topk

7 8 9 10 11 12 13 14 15 16

transpose

7 8 9 10 11 12 13 14 15 16

tril

14 15 16

triu

14 15 16

true_divide

7 8 9 10 11 12 13 14 15 16

type_as

7 8 9 10 11 12 13 14 15 16

unbind

7 8 9 10 11 12 13 14 15 16

unfold

7 8 9 10 11 12 13 14 15 16

unique_dim

11 12 13 14 15 16

unsafe_chunk

7 8 9 10 11 12 13 14 15 16

unsafe_split

7 8 9 10 11 12 13 14 15 16

unsafe_split_with_sizes

7 8 9 10 11 12 13 14 15 16

unsqueeze

7 8 9 10 11 12 13 14 15 16

upsample_bicubic2d

11 12 13 14 15 16

upsample_bilinear2d

7 8 9 10 11 12 13 14 15 16

upsample_linear1d

7 8 9 10 11 12 13 14 15 16

upsample_nearest1d

7 8 9 10 11 12 13 14 15 16

upsample_nearest2d

7 8 9 10 11 12 13 14 15 16

upsample_nearest3d

7 8 9 10 11 12 13 14 15 16

upsample_trilinear3d

7 8 9 10 11 12 13 14 15 16

var

7 8 9 10 11 12 13 14 15 16

var_mean

7 8 9 10 11 12 13 14 15 16

view

7 8 9 10 11 12 13 14 15 16

view_as

7 8 9 10 11 12 13 14 15 16

where

7 8 9 10 11 12 13 14 15 16

zeros

7 8 9 10 11 12 13 14 15 16

zeros_like

7 8 9 10 11 12 13 14 15 16