torch.Tensor

torch.Tensor

是

Tensor.T

是

Tensor.new_tensor

Tensor.new_full

Tensor.new_empty

Tensor.new_ones

Tensor.new_zeros

Tensor.grad

是

Tensor.ndim

是

Tensor.abs

是

Tensor.abs_

Tensor.absolute

Tensor.absolute_

Tensor.acos

Tensor.acos_

Tensor.arccos

Tensor.arccos_

Tensor.add

否

Tensor.add_

否

Tensor.addbmm

Tensor.addbmm_

Tensor.addcdiv

Tensor.addcdiv_

Tensor.addcmul

Tensor.addcmul_

Tensor.addmm

Tensor.addmm_

Tensor.sspaddmm

Tensor.addmv

Tensor.addmv_

Tensor.addr

Tensor.addr_

Tensor.adjoint

否

Tensor.allclose

Tensor.amax

Tensor.amin

Tensor.aminmax

否

Tensor.angle

否

Tensor.apply_

Tensor.argmax

否

Tensor.argmin

否

Tensor.argsort

否

Tensor.argwhere

Tensor.asin

Tensor.asin_

Tensor.arcsin

Tensor.arcsin_

Tensor.as_strided

Tensor.atan

Tensor.atan_

Tensor.arctan

Tensor.arctan_

Tensor.atan2

Tensor.atan2_

Tensor.arctan2

Tensor.arctan2_

Tensor.all

Tensor.any

Tensor.backward

是

Tensor.baddbmm

Tensor.baddbmm_

Tensor.bernoulli

Tensor.bernoulli_

Tensor.bfloat16

Tensor.bincount

是

Tensor.bitwise_not

Tensor.bitwise_not_

Tensor.bitwise_and

Tensor.bitwise_and_

Tensor.bitwise_or

Tensor.bitwise_or_

Tensor.bitwise_xor

Tensor.bitwise_xor_

Tensor.bitwise_left_shift

否

Tensor.bitwise_left_shift_

Tensor.bitwise_right_shift

否

Tensor.bitwise_right_shift_

Tensor.bmm

Tensor.bool

是

Tensor.byte

Tensor.broadcast_to

Tensor.cauchy_

Tensor.ceil

Tensor.ceil_

Tensor.char

Tensor.cholesky

否

Tensor.cholesky_inverse

否

Tensor.cholesky_solve

否

Tensor.chunk

是

Tensor.clamp

Tensor.clamp_

Tensor.clip

Tensor.clip_

Tensor.clone

是

Tensor.contiguous

是

Tensor.copy_

是

Tensor.conj

否

Tensor.conj_physical

否

Tensor.conj_physical_

Tensor.resolve_conj

否

Tensor.resolve_neg

否

Tensor.copysign

Tensor.copysign_

Tensor.cos

Tensor.cos_

Tensor.cosh

Tensor.cosh_

Tensor.corrcoef

Tensor.count_nonzero

Tensor.cov

Tensor.acosh

Tensor.acosh_

Tensor.arccosh

Tensor.arccosh_

Tensor.cpu

Tensor.cross

Tensor.cuda

Tensor.logcumsumexp

否

Tensor.cummax

Tensor.cummin

Tensor.cumprod

Tensor.cumprod_

Tensor.cumsum

Tensor.cumsum_

Tensor.chalf

否

Tensor.cfloat

否

Tensor.cdouble

否

Tensor.data_ptr

是

Tensor.deg2rad

Tensor.dequantize

否

Tensor.det

否

Tensor.dense_dim

Tensor.detach

是

Tensor.detach_

是

Tensor.diag

Tensor.diag_embed

Tensor.diagflat

Tensor.diagonal

是

Tensor.diagonal_scatter

否

Tensor.fill_diagonal_

Tensor.fmax

否

Tensor.fmin

否

Tensor.diff

Tensor.digamma

否

Tensor.digamma_

Tensor.dim

是

Tensor.dist

Tensor.div

Tensor.div_

Tensor.divide

否

Tensor.divide_

Tensor.dot

Tensor.double

是

Tensor.dsplit

是

Tensor.element_size

是

Tensor.eq

Tensor.eq_

Tensor.equal

Tensor.erf

Tensor.erf_

Tensor.erfc

Tensor.erfc_

Tensor.erfinv

Tensor.erfinv_

Tensor.exp

Tensor.exp_

Tensor.expm1

Tensor.expm1_

Tensor.expand

是

Tensor.expand_as

是

Tensor.exponential_

否

Tensor.fix

Tensor.fix_

Tensor.fill_

Tensor.flatten

是

Tensor.flip

是

Tensor.fliplr

Tensor.flipud

Tensor.float

是

Tensor.float_power

Tensor.float_power_

Tensor.floor

Tensor.floor_

Tensor.floor_divide

Tensor.floor_divide_

Tensor.fmod

Tensor.fmod_

Tensor.frac

Tensor.frac_

Tensor.frexp

否

Tensor.gather

是

Tensor.gcd

否

Tensor.gcd_

Tensor.ge

Tensor.ge_

Tensor.greater_equal

Tensor.greater_equal_

Tensor.geometric_

否

Tensor.geqrf

否

Tensor.ger

Tensor.get_device

否

Tensor.gt

否

Tensor.gt_

否

Tensor.greater

Tensor.greater_

Tensor.half

是

Tensor.hardshrink

Tensor.heaviside

否

Tensor.histc

Tensor.histogram

否

Tensor.hsplit

Tensor.hypot

否

Tensor.hypot_

Tensor.i0

否

Tensor.i0_

Tensor.igamma

否

Tensor.igamma_

Tensor.igammac

否

Tensor.igammac_

Tensor.index_add_

是

支持fp16，fp32，fp64，int8，int16，int32，int64，uint8，bool。

Tensor.index_add

是

支持fp16，fp32，fp64，int8，int16，int32，int64，uint8，bool。

Tensor.index_copy_

Tensor.index_copy

Tensor.index_fill_

Tensor.index_fill

Tensor.index_put_

Tensor.index_put

Tensor.index_reduce_

否

Tensor.index_reduce

否

Tensor.index_select

否

Tensor.indices

否

Tensor.inner

Tensor.int

是

Tensor.int_repr

Tensor.inverse

Tensor.isclose

Tensor.isfinite

是

Tensor.isinf

Tensor.isposinf

Tensor.isneginf

Tensor.isnan

是

Tensor.is_contiguous

是

Tensor.is_complex

Tensor.is_conj

Tensor.is_floating_point

是

Tensor.is_inference

是

Tensor.is_pinned

是

Tensor.is_set_to

否

Tensor.is_shared

否

Tensor.is_signed

是

Tensor.is_sparse

是

Tensor.istft

否

Tensor.isreal

Tensor.item

是

Tensor.kthvalue

否

Tensor.lcm

否

Tensor.lcm_

Tensor.ldexp

Tensor.ldexp_

Tensor.le

Tensor.le_

Tensor.less_equal

Tensor.less_equal_

Tensor.lerp

Tensor.lerp_

Tensor.lgamma

否

Tensor.lgamma_

Tensor.log

Tensor.log_

Tensor.logdet

否

Tensor.log10

Tensor.log10_

Tensor.log1p

Tensor.log1p_

Tensor.log2

Tensor.log2_

Tensor.log_normal_

否

Tensor.logaddexp

否

Tensor.logaddexp2

否

Tensor.logsumexp

Tensor.logical_and

Tensor.logical_and_

Tensor.logical_not

Tensor.logical_not_

Tensor.logical_or

Tensor.logical_or_

Tensor.logical_xor

否

Tensor.logical_xor_

Tensor.logit

否

Tensor.logit_

Tensor.long

是

Tensor.lt

否

Tensor.lt_

Tensor.less

Tensor.less_

Tensor.lu

否

Tensor.lu_solve

否

Tensor.as_subclass

Tensor.map_

是

只支持CPU，GPU/NPU不支持

Tensor.masked_scatter_

Tensor.masked_scatter

Tensor.masked_fill_

是

Tensor.masked_fill

是

Tensor.masked_select

Tensor.matmul

Tensor.matrix_power

Tensor.matrix_exp

否

Tensor.max

Tensor.maximum

Tensor.mean

是

Tensor.nanmean

否

Tensor.median

Tensor.nanmedian

否

Tensor.min

Tensor.minimum

Tensor.mm

Tensor.smm

Tensor.mode

否

Tensor.movedim

Tensor.moveaxis

Tensor.msort

否

Tensor.mul

Tensor.mul_

Tensor.multiply

Tensor.multiply_

Tensor.multinomial

Tensor.mv

Tensor.mvlgamma

否

Tensor.mvlgamma_

Tensor.nansum

否

Tensor.narrow

Tensor.narrow_copy

Tensor.ndimension

是

Tensor.nan_to_num

否

Tensor.nan_to_num_

Tensor.ne

否

Tensor.ne_

Tensor.not_equal

Tensor.not_equal_

Tensor.neg

Tensor.neg_

Tensor.negative

Tensor.negative_

Tensor.nelement

是

Tensor.nextafter

否

Tensor.nextafter_

Tensor.nonzero

是

Tensor.norm

Tensor.normal_

是

Tensor.numel

是

Tensor.numpy

Tensor.orgqr

否

Tensor.ormqr

否

Tensor.outer

Tensor.permute

是

Tensor.pin_memory

Tensor.pinverse

Tensor.polygamma

否

Tensor.polygamma_

Tensor.positive

Tensor.pow

Tensor.pow_

Tensor.prod

Tensor.put_

Tensor.qr

Tensor.qscheme

Tensor.quantile

Tensor.nanquantile

否

Tensor.q_scale

Tensor.q_zero_point

Tensor.q_per_channel_scales

Tensor.q_per_channel_zero_points

Tensor.q_per_channel_axis

Tensor.rad2deg

Tensor.random_

Tensor.ravel

是

Tensor.reciprocal

Tensor.reciprocal_

Tensor.record_stream

Tensor.register_hook

是

Tensor.remainder

否

Tensor.remainder_

Tensor.renorm

是

支持fp16，fp32。

Tensor.renorm_

是

支持fp16，fp32。

Tensor.repeat

Tensor.repeat_interleave

是

Tensor.requires_grad_

是

Tensor.reshape

是

Tensor.reshape_as

是

Tensor.resize_

是

Tensor.resize_as_

Tensor.retain_grad

是

Tensor.retains_grad

是

Tensor.roll

Tensor.rot90

Tensor.round

Tensor.round_

Tensor.rsqrt

Tensor.rsqrt_

Tensor.scatter

Tensor.scatter_

Tensor.scatter_add_

Tensor.scatter_add

Tensor.scatter_reduce_

否

Tensor.scatter_reduce

否

Tensor.select

是

Tensor.select_scatter

Tensor.set_

Tensor.share_memory_

否

Tensor.short

Tensor.sigmoid

Tensor.sigmoid_

Tensor.sign

Tensor.sign_

Tensor.signbit

否

Tensor.sgn

否

Tensor.sgn_

Tensor.sin

Tensor.sin_

Tensor.sinc

否

Tensor.sinc_

Tensor.sinh

Tensor.sinh_

Tensor.asinh

Tensor.asinh_

Tensor.arcsinh

Tensor.arcsinh_

Tensor.size

是

Tensor.slogdet

Tensor.slice_scatter

Tensor.softmax

否

Tensor.sort

Tensor.split

是

Tensor.sparse_mask

Tensor.sparse_dim

Tensor.sqrt

Tensor.sqrt_

Tensor.square

Tensor.square_

Tensor.squeeze

是

Tensor.squeeze_

是

Tensor.std

否

Tensor.stft

否

Tensor.storage

否

Tensor.untyped_storage

否

Tensor.storage_offset

是

Tensor.storage_type

否

Tensor.stride

是

Tensor.sub

Tensor.sub_

Tensor.subtract

Tensor.subtract_

Tensor.sum

Tensor.sum_to_size

Tensor.svd

Tensor.swapaxes

是

Tensor.swapdims

Tensor.t

是

Tensor.t_

是

Tensor.tensor_split

是

Tensor.tile

Tensor.to

to

torch.to

torch.to

Tensor.to_mkldnn

Tensor.take

Tensor.take_along_dim

Tensor.tan

Tensor.tan_

Tensor.tanh

Tensor.tanh_

Tensor.atanh

Tensor.atanh_

Tensor.arctanh

Tensor.arctanh_

Tensor.tolist

是

Tensor.topk

否

Tensor.to_dense

Tensor.to_sparse

to_sparse

否

Tensor.to_sparse_csr

否

Tensor.to_sparse_csc

否

Tensor.to_sparse_bsr

否

Tensor.to_sparse_bsc

否

Tensor.trace

否

Tensor.transpose

是

Tensor.transpose_

Tensor.triangular_solve

Tensor.tril

Tensor.tril_

Tensor.triu

是

Tensor.triu_

是

Tensor.true_divide

Tensor.true_divide_

Tensor.trunc

Tensor.trunc_

Tensor.type

Tensor.type_as

是

Tensor.unbind

是

Tensor.unflatten

否

Tensor.unfold

Tensor.uniform_

Tensor.unique

Tensor.unique_consecutive

Tensor.unsqueeze

是

Tensor.unsqueeze_

是

Tensor.values

Tensor.var

否

Tensor.vdot

否

Tensor.view

是

view

Tensor.view_as

是

Tensor.vsplit

Tensor.where

Tensor.xlogy

否

Tensor.xlogy_

Tensor.zero_