annotated_ops

data, misc
rename, named
align_to, named
align_as, named
align_tensors, named
refine_names, named
dropout, composite pointwise
feature_dropout, composite pointwise
alpha_dropout, reduction
feature_alpha_dropout, reduction
abs, primitive pointwise
absolute, alias
angle, composite pointwise
view_as_real, complex
view_as_complex, complex
sgn, primitive pointwise
real, complex
imag, complex
conj, complex
conj_physical, complex
resolve_conj, complex
acos, primitive pointwise
arccos, alias
add, primitive pointwise
addmv, composite matmul
addr, composite pointwise
affine_grid_generator, factory
all, reduction
any, reduction
arange, factory
argmax, reduction
argmin, reduction
acosh, primitive pointwise
arccosh, alias
asinh, primitive pointwise
arcsinh, alias
atanh, primitive pointwise
arctanh, alias
as_strided, view/reshape
asin, primitive pointwise
arcsin, alias
atan, primitive pointwise
arctan, alias
atleast_1d, view/reshape
atleast_2d, view/reshape
atleast_3d, view/reshape
baddbmm, composite matmul
bartlett_window, factory
bernoulli, factory
bilinear, composite matmul
binary_cross_entropy, reduction
binary_cross_entropy_with_logits, reduction
bincount, misc
bitwise_not, primitive pointwise
copysign, composite pointwise
logical_not, composite pointwise
logical_xor, composite pointwise
logical_and, composite pointwise
logical_or, composite pointwise
blackman_window, factory
bmm, composite matmul
broadcast_tensors, view/reshape
broadcast_to, view/reshape
cat, view/reshape
block_diag, view/reshape
ceil, primitive pointwise
chain_matmul, alias
unsafe_chunk, view/reshape
chunk, view/reshape
tensor_split, view/reshape
clamp, composite pointwise
clamp_max, composite pointwise
clamp_min, composite pointwise
clip, alias
complex, complex
polar, composite pointwise
constant_pad_nd, view/reshape
contiguous, view/reshape
cos, primitive pointwise
cosh, primitive pointwise
cosine_embedding_loss, reduction
count_nonzero, reduction
cummax, reduction
cummin, reduction
cumprod, reduction
cumsum, reduction
ctc_loss, misc
diag_embed, view/reshape
diagflat, view/reshape
diagonal, view/reshape
diff, reduction
gradient, misc
div, primitive pointwise
divide, alias
true_divide, primitive pointwise
dot, reduction
vdot, reduction
einsum, composite matmul
embedding, misc
row_stack, alias
embedding_bag, reduction
empty, factory
new_empty, factory
new_empty_strided, factory
new_full, factory
new_zeros, factory
new_ones, factory
empty_quantized, factory
empty_like, factory
empty_strided, factory
erf, primitive pointwise
erfc, composite pointwise
exp, primitive pointwise
exp2, composite pointwise
expm1, composite pointwise
expand, view/reshape
expand_as, view/reshape
eye, factory
flatten, view/reshape
unflatten, view/reshape
floor, primitive pointwise
floor_divide, composite pointwise
frac, primitive pointwise
full, factory
full_like, factory
from_file, misc
gcd, primitive pointwise
lcm, composite pointwise
grid_sampler, misc
grid_sampler_2d, misc
grid_sampler_3d, misc
hann_window, factory
hamming_window, factory
kaiser_window, factory
hinge_embedding_loss, reduction
group_norm, reduction
index, scatter/gather
index_copy, scatter/gather
index_put, scatter/gather
instance_norm, reduction
inverse, linalg
isclose, composite pointwise
isnan, composite pointwise
isreal, composite pointwise
kl_div, reduction
kron, composite pointwise
kthvalue, reduction
layer_norm, reduction
nan_to_num, composite pointwise
linear, composite matmul
fbgemm_linear_int8_weight_fp32_activation, fbgemm
fbgemm_linear_int8_weight, fbgemm
fbgemm_linear_quantize_weight, fbgemm
fbgemm_pack_gemm_matrix_fp16, fbgemm
fbgemm_linear_fp16_weight_fp32_activation, fbgemm
fbgemm_linear_fp16_weight, fbgemm
fbgemm_pack_quantized_matrix, fbgemm
ldexp, composite pointwise
linspace, factory
log, primitive pointwise
log10, composite pointwise
log1p, composite pointwise
log2, composite pointwise
logaddexp, reduction
logaddexp2, reduction
xlogy, composite pointwise
logdet, linalg
logspace, factory
log_softmax, reduction
logcumsumexp, reduction
logsumexp, reduction
margin_ranking_loss, reduction
matmul, composite matmul
matrix_rank, linalg
matrix_power, alias
matrix_exp, linalg
max, reduction
amax, reduction
mean, reduction
median, reduction
nanmedian, reduction
min, reduction
amin, reduction
mm, composite matmul
mode, misc
mul, reduction
multiply, alias
mv, composite matmul
mvlgamma, primitive pointwise
narrow_copy, view/reshape
narrow, view/reshape
ones, factory
ones_like, factory
pairwise_distance, reduction
cdist, reduction
pdist, reduction
cosine_similarity, reduction
permute, scatter/gather
movedim, view/reshape
moveaxis, alias
numpy_T, view/reshape
pixel_shuffle, view/reshape
pixel_unshuffle, view/reshape
channel_shuffle, view/reshape
pin_memory, misc
pinverse, linalg
poisson_nll_loss, reduction
rad2deg, composite pointwise
deg2rad, composite pointwise
scalar_tensor, factory
rand, factory
rand_like, factory
randint, factory
randint_like, factory
randn, factory
randn_like, factory
randperm, factory
range, factory
ravel, view/reshape
reciprocal, composite pointwise
neg, composite pointwise
negative, alias
repeat, view/reshape
repeat_interleave, view/reshape
reshape, view/reshape
reshape_as, view/reshape
round, primitive pointwise
rrelu, composite pointwise
relu, composite pointwise
relu6, composite pointwise
prelu, composite pointwise
gelu, composite pointwise
hardshrink, composite pointwise
rsqrt, composite pointwise
select, view/reshape
selu, composite pointwise
celu, composite pointwise
silu, composite pointwise
mish, composite pointwise
sigmoid, composite pointwise
logit, composite pointwise
sin, primitive pointwise
sinc, composite pointwise
sinh, primitive pointwise
detach, misc
slice, view/reshape
slogdet, linalg
smm, sparse
softmax, reduction
unsafe_split, view/reshape
split, view/reshape
unsafe_split_with_sizes, view/reshape
split_with_sizes, view/reshape
hsplit, view/reshape
vsplit, view/reshape
dsplit, view/reshape
squeeze, view/reshape
sspaddmm, sparse
stack, view/reshape
hstack, view/reshape
vstack, view/reshape
dstack, view/reshape
stft, fft
istft, fft
sum, reduction
nansum, reduction
sum_to_size, reduction
sqrt, primitive pointwise
square, composite pointwise
std, reduction
std_mean, reduction
prod, reduction
t, view/reshape
tan, primitive pointwise
tanh, primitive pointwise
tensordot, composite matmul
threshold, composite pointwise
tile, view/reshape
transpose, view/reshape
one_hot, scatter/gather
flip, view/reshape
fliplr, view/reshape
flipud, view/reshape
roll, view/reshape
rot90, view/reshape
trapz, composite pointwise
triplet_margin_loss, reduction
trunc, composite pointwise
fix, alias
type_as, misc
unique_dim, misc
unique_consecutive, misc
unique_dim_consecutive, misc
unsqueeze, view/reshape
vander, factory
var, reduction
var_mean, reduction
view_as, view/reshape
where, misc
norm_except_dim, reduction
zeros, factory
zeros_like, factory
poisson, factory
binomial, factory
norm, reduction
frexp, composite pointwise
frobenius_norm, reduction
nuclear_norm, reduction
clone, view/reshape
positive, composite pointwise
sub, primitive pointwise
subtract, alias
rsub, primitive pointwise
heaviside, composite pointwise
addmm, composite matmul
sparse_csr_tensor, sparse
sparse_coo_tensor, sparse
sparse_mask, sparse
to_dense, sparse
coalesce, sparse
indices, sparse
values, sparse
crow_indices, sparse
col_indices, sparse
hspmm, sparse
unbind, view/reshape
to_sparse, sparse
quantize_per_tensor, quantize
quantize_per_channel, quantize
dequantize, quantize
q_per_channel_scales, quantize
q_per_channel_zero_points, quantize
int_repr, quantize
fake_quantize_per_tensor_affine, quantize
fake_quantize_per_tensor_affine_cachemask, quantize
fake_quantize_per_channel_affine, quantize
fake_quantize_per_channel_affine_cachemask, quantize
choose_qparams_optimized, quantize
to, misc
meshgrid, view/reshape
cartesian_prod, misc
combinations, misc
lstm, rnn
gru, rnn
rnn_tanh, rnn
rnn_relu, rnn
lstm_cell, rnn
gru_cell, rnn
rnn_tanh_cell, rnn
rnn_relu_cell, rnn
quantized_lstm_cell, rnn
quantized_gru_cell, rnn
quantized_rnn_relu_cell, rnn
quantized_rnn_tanh_cell, rnn
masked_fill, misc
masked_scatter, misc
view, view/reshape
put, scatter/gather
index_add, scatter/gather
index_fill, scatter/gather
scatter, scatter/gather
scatter_add, scatter/gather
bitwise_and, primitive pointwise
bitwise_or, primitive pointwise
bitwise_xor, primitive pointwise
addbmm, composite matmul
diag, view/reshape
cross, misc
triu, view/reshape
tril, view/reshape
tril_indices, factory
triu_indices, factory
trace, reduction
ne, composite pointwise
not_equal, alias
eq, primitive pointwise
ge, primitive pointwise
greater_equal, alias
le, primitive pointwise
less_equal, alias
gt, primitive pointwise
greater, alias
lt, primitive pointwise
less, alias
take, scatter/gather
take_along_dim, scatter/gather
index_select, scatter/gather
masked_select, scatter/gather
nonzero, misc
nonzero_numpy, misc
gather, scatter/gather
addcmul, composite pointwise
addcdiv, composite pointwise
cross_entropy_loss, reduction
lstsq, alias
triangular_solve, linalg
symeig, linalg
eig, linalg
svd, linalg
swapaxes, alias
swapdims, alias
cholesky, linalg
cholesky_solve, linalg
solve, linalg
cholesky_inverse, linalg
qr, linalg
geqrf, linalg
orgqr, alias
ormqr, linalg
lu_solve, linalg
lu_unpack, linalg
multinomial, misc
lgamma, primitive pointwise
digamma, primitive pointwise
polygamma, primitive pointwise
erfinv, primitive pointwise
i0, primitive pointwise
sign, composite pointwise
signbit, composite pointwise
dist, reduction
atan2, primitive pointwise
lerp, composite pointwise
histc, misc
fmod, primitive pointwise
hypot, composite pointwise
igamma, primitive pointwise
igammac, primitive pointwise
nextafter, composite pointwise
remainder, composite pointwise
fmin, reduction
fmax, reduction
maximum, composite pointwise
minimum, composite pointwise
quantile, misc
nanquantile, misc
sort, misc
msort, misc
argsort, misc
topk, misc
renorm, reduction
unfold, misc
pow, primitive pointwise
float_power, composite pointwise
normal, factory
alias, misc
bucketize, misc
searchsorted, misc
mse_loss, reduction
l1_loss, reduction
multi_margin_loss, reduction
multilabel_margin_loss, reduction
multilabel_margin_loss_forward, reduction
nll_loss, reduction
nll_loss_nd, reduction
nll_loss_forward, reduction
nll_loss2d, reduction
nll_loss2d_forward, reduction
smooth_l1_loss, reduction
huber_loss, reduction
soft_margin_loss, reduction
elu, composite pointwise
glu, composite pointwise
hardsigmoid, composite pointwise
hardtanh, composite pointwise
hardswish, composite pointwise
leaky_relu, composite pointwise
log_sigmoid, composite pointwise
log_sigmoid_forward, composite pointwise
rrelu_with_noise, composite pointwise
softplus, composite pointwise
softshrink, composite pointwise
reflection_pad1d, misc
reflection_pad2d, misc
replication_pad1d, misc
replication_pad2d, misc
replication_pad3d, misc
upsample_linear1d, misc
upsample_bilinear2d, misc
upsample_trilinear3d, misc
upsample_bicubic2d, misc
upsample_nearest1d, misc
upsample_nearest2d, misc
upsample_nearest3d, misc
col2im, misc
column_stack, view/reshape
im2col, view/reshape
isfinite, composite pointwise
isinf, composite pointwise
isposinf, composite pointwise
isneginf, composite pointwise
special_entr, primitive pointwise
special_expm1, alias
special_exp2, alias
special_gammaln, alias
special_erf, alias
special_erfc, alias
special_erfinv, alias
special_ndtr, primitive pointwise
special_xlog1py, composite pointwise
special_i0, alias
special_i0e, composite pointwise
special_i1, primitive pointwise
special_i1e, composite pointwise
special_logit, composite pointwise
special_expit, composite pointwise
fft_fft, fft
fft_ifft, fft
fft_rfft, fft
fft_irfft, fft
fft_hfft, fft
fft_ihfft, fft
fft_fft2, fft
fft_ifft2, fft
fft_rfft2, fft
fft_irfft2, fft
fft_fftn, fft
fft_ifftn, fft
fft_rfftn, fft
fft_irfftn, fft
fft_fftfreq, fft
fft_rfftfreq, fft
fft_fftshift, fft
fft_ifftshift, fft
linalg_cholesky_ex, alias
linalg_cholesky, alias
linalg_det, linalg
det, alias
linalg_lstsq, linalg
linalg_slogdet, alias
linalg_eig, alias
linalg_eigvals, alias
linalg_eigh, linalg
linalg_eigvalsh, linalg
linalg_householder_product, linalg
linalg_inv_ex, alias
linalg_inv, alias
inner, reduction
outer, composite pointwise
ger, alias
linalg_norm, reduction
linalg_vector_norm, reduction
linalg_matrix_norm, reduction
linalg_svd, alias
linalg_svdvals, linalg
linalg_cond, linalg
linalg_pinv, alias
linalg_solve, alias
linalg_tensorinv, linalg
linalg_tensorsolve, linalg
linalg_qr, alias
linalg_matrix_power, linalg
linalg_matrix_rank, alias
linalg_multi_dot, linalg
segment_reduce, misc
pad_sequence, misc
flatten_dense_tensors, misc
unflatten_dense_tensors, misc
bitwise_left_shift, primitive pointwise
bitwise_right_shift, primitive pointwise
trapezoid, reduction
special_ndtri, primitive pointwise
special_psi, primitive pointwise
special_digamma, primitive pointwise
special_erfcx, primitive pointwise
special_xlogy, primitive pointwise
special_zeta, primitive pointwise
special_sinc, primitive pointwise
special_round, primitive pointwise
special_log1p, primitive pointwise
isin, reduction