torch

torch.SymInt

否

torch.SymFloat

否

torch.SymBool

否

torch.Tag

否

torch.is_tensor

是

torch.is_storage

是

torch.is_complex

是

torch.is_conj

是

torch.is_floating_point

是

torch.is_nonzero

是

torch.set_default_dtype

是

torch.get_default_dtype

是

torch.set_default_device

否

torch.set_default_tensor_type

是

torch.numel

是

torch.set_printoptions

是

torch.set_flush_denormal

是

torch.tensor

是

torch.sparse_coo_tensor

否

torch.sparse_csr_tensor

否

torch.sparse_csc_tensor

否

torch.sparse_bsr_tensor

否

torch.sparse_bsc_tensor

否

torch.asarray

是

torch.as_tensor

是

torch.as_strided

torch.from_numpy

是

torch.from_dlpack

否

torch.frombuffer

是

torch.zeros

torch.zeros_like

torch.ones

torch.ones_like

torch.arange

torch.range

torch.linspace

torch.logspace

torch.eye

torch.empty

是

torch.empty_like

torch.empty_strided

torch.full

torch.full_like

torch.quantize_per_tensor

torch.quantize_per_channel

torch.dequantize

torch.dequantize

torch.complex

否

torch.polar

否

torch.heaviside

否

torch.adjoint

否

torch.argwhere

否

torch.cat

torch.concat

torch.concatenate

否

torch.conj

否

torch.chunk

torch.dsplit

torch.column_stack

torch.dstack

torch.gather

torch.hsplit

torch.hstack

torch.index_add

torch.index_copy

否

torch.index_reduce

否

torch.index_select

torch.masked_select

torch.movedim

torch.moveaxis

是

torch.narrow

torch.narrow_copy

否

torch.nonzero

torch.permute

torch.reshape

torch.row_stack

torch.select

torch.scatter

torch.diagonal_scatter

torch.select_scatter

torch.slice_scatter

torch.scatter_add

torch.scatter_reduce

否

torch.split

torch.squeeze

否

torch.stack

torch.swapaxes

torch.swapdims

torch.t

是

torch.take

torch.take_along_dim

torch.tensor_split

torch.tile

torch.transpose

torch.unbind

torch.unsqueeze

torch.vsplit

torch.vstack

torch.where

否

torch.where

torch.Generator

是

torch.Generator.get_state

是

torch.Generator.initial_seed

是

torch.Generator.manual_seed

是

torch.Generator.seed

是

torch.Generator.set_state

是

torch.seed

是

torch.manual_seed

是

torch.initial_seed

是

torch.get_rng_state

是

torch.set_rng_state

是

torch.bernoulli

torch.multinomial

torch.normal

torch.normal

torch.normal

torch.normal

torch.poisson

torch.rand

否

torch.rand_like

torch.randint

torch.randint_like

torch.randn

否

torch.randn_like

torch.randperm

torch.quasirandom.SobolEngine

torch.quasirandom.SobolEngine.draw

torch.quasirandom.SobolEngine.draw_base2

torch.quasirandom.SobolEngine.fast_forward

torch.quasirandom.SobolEngine.reset

torch.save

是

torch.load

torch.get_num_threads

是

只支持CPU，GPU/NPU不支持

torch.set_num_threads

是

只支持CPU，GPU/NPU不支持

torch.get_num_interop_threads

是

torch.set_num_interop_threads

是

只支持CPU，GPU/NPU不支持

torch.no_grad

是

torch.enable_grad

是

torch.set_grad_enabled

是

torch.is_grad_enabled

是

torch.inference_mode

否

torch.is_inference_mode_enabled

是

torch.abs

torch.absolute

torch.acos

torch.arccos

torch.acosh

torch.arccosh

torch.add

torch.addcdiv

torch.addcmul

torch.angle

torch.asin

torch.arcsin

torch.asinh

torch.arcsinh

torch.atan

torch.arctan

torch.atanh

torch.arctanh

torch.atan2

torch.arctan2

torch.bitwise_not

torch.bitwise_and

torch.bitwise_or

torch.bitwise_xor

torch.bitwise_left_shift

否

torch.bitwise_right_shift

否

torch.ceil

torch.clamp

torch.clip

torch.conj_physical

torch.copysign

torch.cos

torch.cosh

torch.deg2rad

torch.div

torch.divide

torch.digamma

torch.erf

torch.erfc

torch.erfinv

torch.exp

torch.exp2

torch.expm1

torch.fake_quantize_per_channel_affine

否

torch.fake_quantize_per_tensor_affine

否

torch.fix

torch.float_power

torch.floor

torch.floor_divide

torch.fmod

torch.frac

torch.frexp

否

torch.gradient

torch.imag

否

torch.ldexp

torch.lerp

torch.lgamma

torch.log

torch.log10

torch.log1p

torch.log2

torch.logaddexp

否

torch.logaddexp2

否

torch.logical_and

torch.logical_not

torch.logical_or

torch.logical_xor

torch.logit

torch.hypot

否

torch.i0

否

torch.igamma

否

torch.igammac

否

torch.mul

torch.multiply

torch.mvlgamma

torch.nan_to_num

否

torch.neg

torch.negative

torch.nextafter

否

torch.polygamma

否

torch.positive

torch.pow

torch.pow

torch.quantized_batch_norm

否

torch.quantized_max_pool1d

否

torch.quantized_max_pool2d

否

torch.rad2deg

torch.real

torch.reciprocal

torch.remainder

torch.round

torch.rsqrt

torch.sigmoid

torch.sign

torch.sgn

否

torch.signbit

否

torch.sin

torch.sinc

否

torch.sinh

torch.softmax

否

torch.sqrt

torch.square

torch.sub

torch.subtract

torch.tan

torch.tanh

torch.true_divide

torch.trunc

torch.xlogy

否

torch.argmax

torch.argmax

torch.argmin

torch.amax

torch.amin

torch.aminmax

否

torch.all

torch.all

torch.any

torch.any

torch.max

torch.max

torch.max

torch.min

torch.min

torch.min

torch.dist

torch.logsumexp

torch.mean

torch.mean

torch.nanmean

否

torch.median

torch.median

torch.nanmedian

torch.nanmedian

torch.mode

torch.norm

torch.nansum

torch.nansum

torch.prod

torch.prod

torch.quantile

torch.nanquantile

否

torch.std

否

torch.std_mean

否

torch.sum

torch.sum

torch.unique

torch.unique_consecutive

torch.var

否

torch.var_mean

否

torch.count_nonzero

torch.allclose

torch.argsort

否

torch.eq

torch.equal

torch.ge

torch.greater_equal

torch.gt

torch.greater

torch.isclose

torch.isfinite

torch.isin

否

torch.isinf

torch.isposinf

torch.isneginf

torch.isnan

torch.isreal

torch.kthvalue

否

torch.le

否

torch.less_equal

torch.lt

torch.less

torch.maximum

torch.minimum

torch.fmax

否

torch.fmin

torch.ne

torch.not_equal

torch.sort

否

torch.topk

否

torch.msort

torch.stft

否

torch.istft

否

torch.bartlett_window

否

torch.blackman_window

否

torch.hamming_window

否

torch.hann_window

否

torch.kaiser_window

否

torch.atleast_1d

torch.atleast_2d

torch.atleast_3d

torch.bincount

torch.block_diag

torch.broadcast_tensors

否

torch.broadcast_to

torch.broadcast_shapes

torch.bucketize

torch.cartesian_prod

torch.cdist

torch.clone

torch.combinations

torch.corrcoef

torch.cov

torch.cross

torch.cummax

torch.cummin

torch.cumprod

torch.cumsum

torch.diag

torch.diag_embed

torch.diagflat

torch.diagonal

torch.diff

torch.einsum

torch.flatten

torch.flip

torch.fliplr

torch.flipud

torch.kron

torch.rot90

否

torch.gcd

torch.histc

否

torch.histogram

否

torch.histogramdd

否

torch.meshgrid

torch.lcm

否

torch.logcumsumexp

否

torch.ravel

torch.renorm

torch.repeat_interleave

torch.repeat_interleave

torch.roll

torch.searchsorted

torch.tensordot

torch.trace

否

torch.tril

torch.tril_indices

torch.triu

torch.triu_indices

torch.unflatten

是

torch.vander

否

torch.view_as_real

否

torch.view_as_complex

否

torch.resolve_conj

否

torch.resolve_neg

否

torch.addbmm

torch.addmm

torch.addmv

torch.addr

torch.baddbmm

torch.bmm

torch.chain_matmul

torch.cholesky

否

torch.cholesky_inverse

否

torch.cholesky_solve

否

torch.dot

torch.geqrf

否

torch.ger

torch.inner

torch.inverse

torch.det

torch.logdet

否

torch.slogdet

torch.lu

否

torch.lu_solve

否

torch.lu_unpack

否

torch.matmul

torch.matrix_power

torch.matrix_exp

否

torch.mm

torch.mv

torch.orgqr

否

torch.ormqr

否

torch.outer

torch.pinverse

torch.qr

torch.svd

torch.svd_lowrank

torch.pca_lowrank

torch.lobpcg

否

torch.trapz

torch.trapezoid

torch.cumulative_trapezoid

torch.triangular_solve

torch.vdot

torch._foreach_abs

否

torch._foreach_abs_

否

torch._foreach_acos

否

torch._foreach_acos_

否

torch._foreach_asin

否

torch._foreach_asin_

否

torch._foreach_atan

否

torch._foreach_atan_

否

torch._foreach_ceil

否

torch._foreach_ceil_

否

torch._foreach_cos

否

torch._foreach_cos_

否

torch._foreach_cosh

否

torch._foreach_cosh_

否

torch._foreach_erf

否

torch._foreach_erf_

否

torch._foreach_erfc

否

torch._foreach_erfc_

否

torch._foreach_exp

否

torch._foreach_exp_

否

torch._foreach_expm1

否

torch._foreach_expm1_

否

torch._foreach_floor

否

torch._foreach_floor_

否

torch._foreach_log

否

torch._foreach_log_

否

torch._foreach_log10

否

torch._foreach_log10_

否

torch._foreach_log1p

否

torch._foreach_log1p_

否

torch._foreach_log2

否

torch._foreach_log2_

否

torch._foreach_neg

否

torch._foreach_neg_

否

torch._foreach_tan

否

torch._foreach_tan_

否

torch._foreach_sin

否

torch._foreach_sin_

否

torch._foreach_sinh

否

torch._foreach_sinh_

否

torch._foreach_round

否

torch._foreach_round_

否

torch._foreach_sqrt

否

torch._foreach_sqrt_

否

torch._foreach_lgamma

否

torch._foreach_lgamma_

否

torch._foreach_frac

否

torch._foreach_frac_

否

torch._foreach_reciprocal

否

torch._foreach_reciprocal_

否

torch._foreach_sigmoid

否

torch._foreach_sigmoid_

否

torch._foreach_trunc

否

torch._foreach_trunc_

否

torch._foreach_zero_

否

torch.compiled_with_cxx11_abi

是

torch.result_type

是

torch.can_cast

是

torch.promote_types

是

torch.use_deterministic_algorithms

是

torch.are_deterministic_algorithms_enabled

是

torch.is_deterministic_algorithms_warn_only_enabled

否

torch.set_deterministic_debug_mode

否

torch.get_deterministic_debug_mode

否

torch.set_float32_matmul_precision

否

torch.get_float32_matmul_precision

否

torch.set_warn_always

否

torch.is_warn_always_enabled

否

torch.vmap

否

torch._assert

是

torch.sym_float

否

torch.sym_int

否

torch.sym_max

否

torch.sym_min

否

torch.sym_not

否

torch.compile

否

torch.autograd.set_multithreading_enabled

否