# torch.Tensor [![查看源文件](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/resource/_static/logo_source.svg)](https://atomgit.com/mindspore/docs/blob/master/docs/msadapter/docs/source_zh_cn/note/pytorch_api_supporting_tensor.md) ## Tensor |API名称|API状态|限制与说明| |-------|-------|---------| |[Tensor.new_tensor](https://pytorch.org/docs/2.1/generated/torch.Tensor.new_tensor.html)|Not Support|N/A| |[Tensor.new_full](https://pytorch.org/docs/2.1/generated/torch.Tensor.new_full.html)|Not Support|N/A| |[Tensor.new_empty](https://pytorch.org/docs/2.1/generated/torch.Tensor.new_empty.html)|Not Support|N/A| |[Tensor.new_ones](https://pytorch.org/docs/2.1/generated/torch.Tensor.new_ones.html)|Beta|N/A| |[Tensor.new_zeros](https://pytorch.org/docs/2.1/generated/torch.Tensor.new_zeros.html)|Beta|N/A| |[Tensor.is_cuda](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_cuda.html)|Not Support|N/A| |[Tensor.is_quantized](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_quantized.html)|Not Support|N/A| |[Tensor.is_meta](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_meta.html)|Not Support|N/A| |[Tensor.device](https://pytorch.org/docs/2.1/generated/torch.Tensor.device.html)|Not Support|N/A| |[Tensor.grad](https://pytorch.org/docs/2.1/generated/torch.Tensor.grad.html)|Beta|N/A| |[Tensor.ndim](https://pytorch.org/docs/2.1/generated/torch.Tensor.ndim.html)|Not Support|N/A| |[Tensor.real](https://pytorch.org/docs/2.1/generated/torch.Tensor.real.html)|Beta|N/A| |[Tensor.imag](https://pytorch.org/docs/2.1/generated/torch.Tensor.imag.html)|Beta|N/A| |[Tensor.nbytes](https://pytorch.org/docs/2.1/generated/torch.Tensor.nbytes.html)|Not Support|N/A| |[Tensor.itemsize](https://pytorch.org/docs/2.1/generated/torch.Tensor.itemsize.html)|Not Support|N/A| |[Tensor.abs](https://pytorch.org/docs/2.1/generated/torch.Tensor.abs.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、uint8、int8、int16、int32、int64、bool| |[Tensor.abs_](https://pytorch.org/docs/2.1/generated/torch.Tensor.abs_.html)|Beta|N/A| |[Tensor.absolute](https://pytorch.org/docs/2.1/generated/torch.Tensor.absolute.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64| |[Tensor.absolute_](https://pytorch.org/docs/2.1/generated/torch.Tensor.absolute_.html)|Not Support|N/A| |[Tensor.acos](https://pytorch.org/docs/2.1/generated/torch.Tensor.acos.html)|Not Support|N/A| |[Tensor.acos_](https://pytorch.org/docs/2.1/generated/torch.Tensor.acos_.html)|Not Support|N/A| |[Tensor.arccos](https://pytorch.org/docs/2.1/generated/torch.Tensor.arccos.html)|Not Support|N/A| |[Tensor.arccos_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arccos_.html)|Not Support|N/A| |[Tensor.add](https://pytorch.org/docs/2.1/generated/torch.Tensor.add.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、uint8、int8、int16、int32、int64、bool| |[Tensor.add_](https://pytorch.org/docs/2.1/generated/torch.Tensor.add_.html)|Not Support|N/A| |[Tensor.addbmm](https://pytorch.org/docs/2.1/generated/torch.Tensor.addbmm.html)|Not Support|N/A| |[Tensor.addbmm_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addbmm_.html)|Not Support|N/A| |[Tensor.addcdiv](https://pytorch.org/docs/2.1/generated/torch.Tensor.addcdiv.html)|Not Support|N/A| |[Tensor.addcdiv_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addcdiv_.html)|Beta|N/A| |[Tensor.addcmul](https://pytorch.org/docs/2.1/generated/torch.Tensor.addcmul.html)|Not Support|N/A| |[Tensor.addcmul_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addcmul_.html)|Beta|N/A| |[Tensor.addmm](https://pytorch.org/docs/2.1/generated/torch.Tensor.addmm.html)|Not Support|N/A| |[Tensor.addmm_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addmm_.html)|Not Support|N/A| |[Tensor.sspaddmm](https://pytorch.org/docs/2.1/generated/torch.Tensor.sspaddmm.html)|Not Support|N/A| |[Tensor.addmv](https://pytorch.org/docs/2.1/generated/torch.Tensor.addmv.html)|Not Support|N/A| |[Tensor.addmv_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addmv_.html)|Not Support|N/A| |[Tensor.addr](https://pytorch.org/docs/2.1/generated/torch.Tensor.addr.html)|Not Support|N/A| |[Tensor.addr_](https://pytorch.org/docs/2.1/generated/torch.Tensor.addr_.html)|Not Support|N/A| |[Tensor.adjoint](https://pytorch.org/docs/2.1/generated/torch.Tensor.adjoint.html)|Not Support|N/A| |[Tensor.allclose](https://pytorch.org/docs/2.1/generated/torch.Tensor.allclose.html)|Not Support|N/A| |[Tensor.amax](https://pytorch.org/docs/2.1/generated/torch.Tensor.amax.html)|Not Support|N/A| |[Tensor.amin](https://pytorch.org/docs/2.1/generated/torch.Tensor.amin.html)|Not Support|N/A| |[Tensor.aminmax](https://pytorch.org/docs/2.1/generated/torch.Tensor.aminmax.html)|Not Support|N/A| |[Tensor.angle](https://pytorch.org/docs/2.1/generated/torch.Tensor.angle.html)|Not Support|N/A| |[Tensor.apply_](https://pytorch.org/docs/2.1/generated/torch.Tensor.apply_.html)|Not Support|N/A| |[Tensor.argmax](https://pytorch.org/docs/2.1/generated/torch.Tensor.argmax.html)|Not Support|N/A| |[Tensor.argmin](https://pytorch.org/docs/2.1/generated/torch.Tensor.argmin.html)|Not Support|N/A| |[Tensor.argsort](https://pytorch.org/docs/2.1/generated/torch.Tensor.argsort.html)|Not Support|N/A| |[Tensor.argwhere](https://pytorch.org/docs/2.1/generated/torch.Tensor.argwhere.html)|Not Support|N/A| |[Tensor.asin](https://pytorch.org/docs/2.1/generated/torch.Tensor.asin.html)|Not Support|N/A| |[Tensor.asin_](https://pytorch.org/docs/2.1/generated/torch.Tensor.asin_.html)|Not Support|N/A| |[Tensor.arcsin](https://pytorch.org/docs/2.1/generated/torch.Tensor.arcsin.html)|Not Support|N/A| |[Tensor.arcsin_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arcsin_.html)|Not Support|N/A| |[Tensor.as_strided](https://pytorch.org/docs/2.1/generated/torch.Tensor.as_strided.html)|Not Support|N/A| |[Tensor.atan](https://pytorch.org/docs/2.1/generated/torch.Tensor.atan.html)|Not Support|N/A| |[Tensor.atan_](https://pytorch.org/docs/2.1/generated/torch.Tensor.atan_.html)|Not Support|N/A| |[Tensor.arctan](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctan.html)|Not Support|N/A| |[Tensor.arctan_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctan_.html)|Not Support|N/A| |[Tensor.atan2](https://pytorch.org/docs/2.1/generated/torch.Tensor.atan2.html)|Not Support|N/A| |[Tensor.atan2_](https://pytorch.org/docs/2.1/generated/torch.Tensor.atan2_.html)|Not Support|N/A| |[Tensor.arctan2](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctan2.html)|Not Support|N/A| |[Tensor.arctan2_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctan2_.html)|Not Support|N/A| |[Tensor.all](https://pytorch.org/docs/2.1/generated/torch.Tensor.all.html)|Not Support|N/A| |[Tensor.any](https://pytorch.org/docs/2.1/generated/torch.Tensor.any.html)|Not Support|N/A| |[Tensor.backward](https://pytorch.org/docs/2.1/generated/torch.Tensor.backward.html)|Demo|N/A| |[Tensor.baddbmm](https://pytorch.org/docs/2.1/generated/torch.Tensor.baddbmm.html)|Not Support|N/A| |[Tensor.baddbmm_](https://pytorch.org/docs/2.1/generated/torch.Tensor.baddbmm_.html)|Not Support|N/A| |[Tensor.bernoulli](https://pytorch.org/docs/2.1/generated/torch.Tensor.bernoulli.html)|Not Support|N/A| |[Tensor.bernoulli_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bernoulli_.html)|Not Support|N/A| |[Tensor.bfloat16](https://pytorch.org/docs/2.1/generated/torch.Tensor.bfloat16.html)|Not Support|N/A| |[Tensor.bincount](https://pytorch.org/docs/2.1/generated/torch.Tensor.bincount.html)|Not Support|N/A| |[Tensor.bitwise_not](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_not.html)|Demo|N/A| |[Tensor.bitwise_not_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_not_.html)|Not Support|N/A| |[Tensor.bitwise_and](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_and.html)|Not Support|N/A| |[Tensor.bitwise_and_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_and_.html)|Not Support|N/A| |[Tensor.bitwise_or](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_or.html)|Not Support|N/A| |[Tensor.bitwise_or_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_or_.html)|Not Support|N/A| |[Tensor.bitwise_xor](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_xor.html)|Not Support|N/A| |[Tensor.bitwise_xor_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_xor_.html)|Not Support|N/A| |[Tensor.bitwise_left_shift](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_left_shift.html)|Not Support|N/A| |[Tensor.bitwise_left_shift_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_left_shift_.html)|Not Support|N/A| |[Tensor.bitwise_right_shift](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_right_shift.html)|Not Support|N/A| |[Tensor.bitwise_right_shift_](https://pytorch.org/docs/2.1/generated/torch.Tensor.bitwise_right_shift_.html)|Not Support|N/A| |[Tensor.bmm](https://pytorch.org/docs/2.1/generated/torch.Tensor.bmm.html)|Not Support|N/A| |[Tensor.bool](https://pytorch.org/docs/2.1/generated/torch.Tensor.bool.html)|Not Support|N/A| |[Tensor.byte](https://pytorch.org/docs/2.1/generated/torch.Tensor.byte.html)|Not Support|N/A| |[Tensor.broadcast_to](https://pytorch.org/docs/2.1/generated/torch.Tensor.broadcast_to.html)|Not Support|N/A| |[Tensor.cauchy_](https://pytorch.org/docs/2.1/generated/torch.Tensor.cauchy_.html)|Not Support|N/A| |[Tensor.ceil](https://pytorch.org/docs/2.1/generated/torch.Tensor.ceil.html)|Stable|支持数据类型:fp16、fp32| |[Tensor.ceil_](https://pytorch.org/docs/2.1/generated/torch.Tensor.ceil_.html)|Not Support|N/A| |[Tensor.char](https://pytorch.org/docs/2.1/generated/torch.Tensor.char.html)|Not Support|N/A| |[Tensor.cholesky](https://pytorch.org/docs/2.1/generated/torch.Tensor.cholesky.html)|Not Support|N/A| |[Tensor.cholesky_inverse](https://pytorch.org/docs/2.1/generated/torch.Tensor.cholesky_inverse.html)|Not Support|N/A| |[Tensor.cholesky_solve](https://pytorch.org/docs/2.1/generated/torch.Tensor.cholesky_solve.html)|Not Support|N/A| |[Tensor.chunk](https://pytorch.org/docs/2.1/generated/torch.Tensor.chunk.html)|Not Support|N/A| |[Tensor.clamp](https://pytorch.org/docs/2.1/generated/torch.Tensor.clamp.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64| |[Tensor.clamp_](https://pytorch.org/docs/2.1/generated/torch.Tensor.clamp_.html)|Not Support|N/A| |[Tensor.clip](https://pytorch.org/docs/2.1/generated/torch.Tensor.clip.html)|Not Support|N/A| |[Tensor.clip_](https://pytorch.org/docs/2.1/generated/torch.Tensor.clip_.html)|Not Support|N/A| |[Tensor.clone](https://pytorch.org/docs/2.1/generated/torch.Tensor.clone.html)|Not Support|N/A| |[Tensor.contiguous](https://pytorch.org/docs/2.1/generated/torch.Tensor.contiguous.html)|Not Support|N/A| |[Tensor.copy_](https://pytorch.org/docs/2.1/generated/torch.Tensor.copy_.html)|Not Support|N/A| |[Tensor.conj](https://pytorch.org/docs/2.1/generated/torch.Tensor.conj.html)|Not Support|N/A| |[Tensor.conj_physical](https://pytorch.org/docs/2.1/generated/torch.Tensor.conj_physical.html)|Not Support|N/A| |[Tensor.conj_physical_](https://pytorch.org/docs/2.1/generated/torch.Tensor.conj_physical_.html)|Not Support|N/A| |[Tensor.resolve_conj](https://pytorch.org/docs/2.1/generated/torch.Tensor.resolve_conj.html)|Not Support|N/A| |[Tensor.resolve_neg](https://pytorch.org/docs/2.1/generated/torch.Tensor.resolve_neg.html)|Not Support|N/A| |[Tensor.copysign](https://pytorch.org/docs/2.1/generated/torch.Tensor.copysign.html)|Not Support|N/A| |[Tensor.copysign_](https://pytorch.org/docs/2.1/generated/torch.Tensor.copysign_.html)|Not Support|N/A| |[Tensor.cos](https://pytorch.org/docs/2.1/generated/torch.Tensor.cos.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64、bool| |[Tensor.cos_](https://pytorch.org/docs/2.1/generated/torch.Tensor.cos_.html)|Not Support|N/A| |[Tensor.cosh](https://pytorch.org/docs/2.1/generated/torch.Tensor.cosh.html)|Not Support|N/A| |[Tensor.cosh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.cosh_.html)|Not Support|N/A| |[Tensor.corrcoef](https://pytorch.org/docs/2.1/generated/torch.Tensor.corrcoef.html)|Not Support|N/A| |[Tensor.count_nonzero](https://pytorch.org/docs/2.1/generated/torch.Tensor.count_nonzero.html)|Not Support|N/A| |[Tensor.cov](https://pytorch.org/docs/2.1/generated/torch.Tensor.cov.html)|Not Support|N/A| |[Tensor.acosh](https://pytorch.org/docs/2.1/generated/torch.Tensor.acosh.html)|Not Support|N/A| |[Tensor.acosh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.acosh_.html)|Not Support|N/A| |[Tensor.arccosh](https://pytorch.org/docs/2.1/generated/torch.Tensor.arccosh.html)|Not Support|N/A| |[Tensor.arccosh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arccosh_.html)|Not Support|N/A| |[Tensor.cpu](https://pytorch.org/docs/2.1/generated/torch.Tensor.cpu.html)|Not Support|N/A| |[Tensor.cross](https://pytorch.org/docs/2.1/generated/torch.Tensor.cross.html)|Not Support|N/A| |[Tensor.cuda](https://pytorch.org/docs/2.1/generated/torch.Tensor.cuda.html)|Not Support|N/A| |[Tensor.logcumsumexp](https://pytorch.org/docs/2.1/generated/torch.Tensor.logcumsumexp.html)|Not Support|N/A| |[Tensor.cummax](https://pytorch.org/docs/2.1/generated/torch.Tensor.cummax.html)|Not Support|N/A| |[Tensor.cummin](https://pytorch.org/docs/2.1/generated/torch.Tensor.cummin.html)|Not Support|N/A| |[Tensor.cumprod](https://pytorch.org/docs/2.1/generated/torch.Tensor.cumprod.html)|Not Support|N/A| |[Tensor.cumprod_](https://pytorch.org/docs/2.1/generated/torch.Tensor.cumprod_.html)|Not Support|N/A| |[Tensor.cumsum](https://pytorch.org/docs/2.1/generated/torch.Tensor.cumsum.html)|Not Support|N/A| |[Tensor.cumsum_](https://pytorch.org/docs/2.1/generated/torch.Tensor.cumsum_.html)|Not Support|N/A| |[Tensor.chalf](https://pytorch.org/docs/2.1/generated/torch.Tensor.chalf.html)|Not Support|N/A| |[Tensor.cfloat](https://pytorch.org/docs/2.1/generated/torch.Tensor.cfloat.html)|Not Support|N/A| |[Tensor.cdouble](https://pytorch.org/docs/2.1/generated/torch.Tensor.cdouble.html)|Not Support|N/A| |[Tensor.data_ptr](https://pytorch.org/docs/2.1/generated/torch.Tensor.data_ptr.html)|Not Support|N/A| |[Tensor.deg2rad](https://pytorch.org/docs/2.1/generated/torch.Tensor.deg2rad.html)|Not Support|N/A| |[Tensor.dequantize](https://pytorch.org/docs/2.1/generated/torch.Tensor.dequantize.html)|Not Support|N/A| |[Tensor.det](https://pytorch.org/docs/2.1/generated/torch.Tensor.det.html)|Not Support|N/A| |[Tensor.dense_dim](https://pytorch.org/docs/2.1/generated/torch.Tensor.dense_dim.html)|Not Support|N/A| |[Tensor.detach](https://pytorch.org/docs/2.1/generated/torch.Tensor.detach.html)|Not Support|N/A| |[Tensor.detach_](https://pytorch.org/docs/2.1/generated/torch.Tensor.detach_.html)|Demo|N/A| |[Tensor.diag](https://pytorch.org/docs/2.1/generated/torch.Tensor.diag.html)|Not Support|N/A| |[Tensor.diag_embed](https://pytorch.org/docs/2.1/generated/torch.Tensor.diag_embed.html)|Not Support|N/A| |[Tensor.diagflat](https://pytorch.org/docs/2.1/generated/torch.Tensor.diagflat.html)|Not Support|N/A| |[Tensor.diagonal](https://pytorch.org/docs/2.1/generated/torch.Tensor.diagonal.html)|Not Support|N/A| |[Tensor.diagonal_scatter](https://pytorch.org/docs/2.1/generated/torch.Tensor.diagonal_scatter.html)|Not Support|N/A| |[Tensor.fill_diagonal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.fill_diagonal_.html)|Not Support|N/A| |[Tensor.fmax](https://pytorch.org/docs/2.1/generated/torch.Tensor.fmax.html)|Not Support|N/A| |[Tensor.fmin](https://pytorch.org/docs/2.1/generated/torch.Tensor.fmin.html)|Not Support|N/A| |[Tensor.diff](https://pytorch.org/docs/2.1/generated/torch.Tensor.diff.html)|Not Support|N/A| |[Tensor.digamma](https://pytorch.org/docs/2.1/generated/torch.Tensor.digamma.html)|Not Support|N/A| |[Tensor.digamma_](https://pytorch.org/docs/2.1/generated/torch.Tensor.digamma_.html)|Not Support|N/A| |[Tensor.dim](https://pytorch.org/docs/2.1/generated/torch.Tensor.dim.html)|Stable|N/A| |[Tensor.dim_order](https://pytorch.org/docs/2.1/generated/torch.Tensor.dim_order.html)|Not Support|N/A| |[Tensor.dist](https://pytorch.org/docs/2.1/generated/torch.Tensor.dist.html)|Not Support|N/A| |[Tensor.div](https://pytorch.org/docs/2.1/generated/torch.Tensor.div.html)|Not Support|N/A| |[Tensor.div_](https://pytorch.org/docs/2.1/generated/torch.Tensor.div_.html)|Not Support|N/A| |[Tensor.divide](https://pytorch.org/docs/2.1/generated/torch.Tensor.divide.html)|Not Support|N/A| |[Tensor.divide_](https://pytorch.org/docs/2.1/generated/torch.Tensor.divide_.html)|Not Support|N/A| |[Tensor.dot](https://pytorch.org/docs/2.1/generated/torch.Tensor.dot.html)|Not Support|N/A| |[Tensor.double](https://pytorch.org/docs/2.1/generated/torch.Tensor.double.html)|Not Support|N/A| |[Tensor.dsplit](https://pytorch.org/docs/2.1/generated/torch.Tensor.dsplit.html)|Not Support|N/A| |[Tensor.element_size](https://pytorch.org/docs/2.1/generated/torch.Tensor.element_size.html)|Beta|N/A| |[Tensor.eq](https://pytorch.org/docs/2.1/generated/torch.Tensor.eq.html)|Not Support|N/A| |[Tensor.eq_](https://pytorch.org/docs/2.1/generated/torch.Tensor.eq_.html)|Not Support|N/A| |[Tensor.equal](https://pytorch.org/docs/2.1/generated/torch.Tensor.equal.html)|Not Support|N/A| |[Tensor.erf](https://pytorch.org/docs/2.1/generated/torch.Tensor.erf.html)|Not Support|N/A| |[Tensor.erf_](https://pytorch.org/docs/2.1/generated/torch.Tensor.erf_.html)|Not Support|N/A| |[Tensor.erfc](https://pytorch.org/docs/2.1/generated/torch.Tensor.erfc.html)|Not Support|N/A| |[Tensor.erfc_](https://pytorch.org/docs/2.1/generated/torch.Tensor.erfc_.html)|Not Support|N/A| |[Tensor.erfinv](https://pytorch.org/docs/2.1/generated/torch.Tensor.erfinv.html)|Not Support|N/A| |[Tensor.erfinv_](https://pytorch.org/docs/2.1/generated/torch.Tensor.erfinv_.html)|Not Support|N/A| |[Tensor.exp](https://pytorch.org/docs/2.1/generated/torch.Tensor.exp.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、int64、bool| |[Tensor.exp_](https://pytorch.org/docs/2.1/generated/torch.Tensor.exp_.html)|Not Support|N/A| |[Tensor.expm1](https://pytorch.org/docs/2.1/generated/torch.Tensor.expm1.html)|Not Support|N/A| |[Tensor.expm1_](https://pytorch.org/docs/2.1/generated/torch.Tensor.expm1_.html)|Not Support|N/A| |[Tensor.expand](https://pytorch.org/docs/2.1/generated/torch.Tensor.expand.html)|Stable|N/A| |[Tensor.expand_as](https://pytorch.org/docs/2.1/generated/torch.Tensor.expand_as.html)|Not Support|N/A| |[Tensor.exponential_](https://pytorch.org/docs/2.1/generated/torch.Tensor.exponential_.html)|Not Support|N/A| |[Tensor.fix](https://pytorch.org/docs/2.1/generated/torch.Tensor.fix.html)|Not Support|N/A| |[Tensor.fix_](https://pytorch.org/docs/2.1/generated/torch.Tensor.fix_.html)|Not Support|N/A| |[Tensor.fill_](https://pytorch.org/docs/2.1/generated/torch.Tensor.fill_.html)|Not Support|N/A| |[Tensor.flatten](https://pytorch.org/docs/2.1/generated/torch.Tensor.flatten.html)|Not Support|N/A| |[Tensor.flip](https://pytorch.org/docs/2.1/generated/torch.Tensor.flip.html)|Not Support|N/A| |[Tensor.fliplr](https://pytorch.org/docs/2.1/generated/torch.Tensor.fliplr.html)|Not Support|N/A| |[Tensor.flipud](https://pytorch.org/docs/2.1/generated/torch.Tensor.flipud.html)|Not Support|N/A| |[Tensor.float](https://pytorch.org/docs/2.1/generated/torch.Tensor.float.html)|Stable|N/A| |[Tensor.float_power](https://pytorch.org/docs/2.1/generated/torch.Tensor.float_power.html)|Not Support|N/A| |[Tensor.float_power_](https://pytorch.org/docs/2.1/generated/torch.Tensor.float_power_.html)|Not Support|N/A| |[Tensor.floor](https://pytorch.org/docs/2.1/generated/torch.Tensor.floor.html)|Stable|支持数据类型:fp16、fp32| |[Tensor.floor_](https://pytorch.org/docs/2.1/generated/torch.Tensor.floor_.html)|Not Support|N/A| |[Tensor.floor_divide](https://pytorch.org/docs/2.1/generated/torch.Tensor.floor_divide.html)|Not Support|N/A| |[Tensor.floor_divide_](https://pytorch.org/docs/2.1/generated/torch.Tensor.floor_divide_.html)|Not Support|N/A| |[Tensor.fmod](https://pytorch.org/docs/2.1/generated/torch.Tensor.fmod.html)|Not Support|N/A| |[Tensor.fmod_](https://pytorch.org/docs/2.1/generated/torch.Tensor.fmod_.html)|Not Support|N/A| |[Tensor.frac](https://pytorch.org/docs/2.1/generated/torch.Tensor.frac.html)|Not Support|N/A| |[Tensor.frac_](https://pytorch.org/docs/2.1/generated/torch.Tensor.frac_.html)|Not Support|N/A| |[Tensor.frexp](https://pytorch.org/docs/2.1/generated/torch.Tensor.frexp.html)|Not Support|N/A| |[Tensor.gather](https://pytorch.org/docs/2.1/generated/torch.Tensor.gather.html)|Not Support|N/A| |[Tensor.gcd](https://pytorch.org/docs/2.1/generated/torch.Tensor.gcd.html)|Not Support|N/A| |[Tensor.gcd_](https://pytorch.org/docs/2.1/generated/torch.Tensor.gcd_.html)|Not Support|N/A| |[Tensor.ge](https://pytorch.org/docs/2.1/generated/torch.Tensor.ge.html)|Not Support|N/A| |[Tensor.ge_](https://pytorch.org/docs/2.1/generated/torch.Tensor.ge_.html)|Not Support|N/A| |[Tensor.greater_equal](https://pytorch.org/docs/2.1/generated/torch.Tensor.greater_equal.html)|Not Support|N/A| |[Tensor.greater_equal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.greater_equal_.html)|Not Support|N/A| |[Tensor.geometric_](https://pytorch.org/docs/2.1/generated/torch.Tensor.geometric_.html)|Not Support|N/A| |[Tensor.geqrf](https://pytorch.org/docs/2.1/generated/torch.Tensor.geqrf.html)|Not Support|N/A| |[Tensor.ger](https://pytorch.org/docs/2.1/generated/torch.Tensor.ger.html)|Not Support|N/A| |[Tensor.get_device](https://pytorch.org/docs/2.1/generated/torch.Tensor.get_device.html)|Not Support|N/A| |[Tensor.gt](https://pytorch.org/docs/2.1/generated/torch.Tensor.gt.html)|Not Support|N/A| |[Tensor.gt_](https://pytorch.org/docs/2.1/generated/torch.Tensor.gt_.html)|Not Support|N/A| |[Tensor.greater](https://pytorch.org/docs/2.1/generated/torch.Tensor.greater.html)|Not Support|N/A| |[Tensor.greater_](https://pytorch.org/docs/2.1/generated/torch.Tensor.greater_.html)|Not Support|N/A| |[Tensor.half](https://pytorch.org/docs/2.1/generated/torch.Tensor.half.html)|Not Support|N/A| |[Tensor.hardshrink](https://pytorch.org/docs/2.1/generated/torch.Tensor.hardshrink.html)|Not Support|N/A| |[Tensor.heaviside](https://pytorch.org/docs/2.1/generated/torch.Tensor.heaviside.html)|Not Support|N/A| |[Tensor.histc](https://pytorch.org/docs/2.1/generated/torch.Tensor.histc.html)|Not Support|N/A| |[Tensor.histogram](https://pytorch.org/docs/2.1/generated/torch.Tensor.histogram.html)|Not Support|N/A| |[Tensor.hsplit](https://pytorch.org/docs/2.1/generated/torch.Tensor.hsplit.html)|Not Support|N/A| |[Tensor.hypot](https://pytorch.org/docs/2.1/generated/torch.Tensor.hypot.html)|Not Support|N/A| |[Tensor.hypot_](https://pytorch.org/docs/2.1/generated/torch.Tensor.hypot_.html)|Not Support|N/A| |[Tensor.i0](https://pytorch.org/docs/2.1/generated/torch.Tensor.i0.html)|Not Support|N/A| |[Tensor.i0_](https://pytorch.org/docs/2.1/generated/torch.Tensor.i0_.html)|Not Support|N/A| |[Tensor.igamma](https://pytorch.org/docs/2.1/generated/torch.Tensor.igamma.html)|Not Support|N/A| |[Tensor.igamma_](https://pytorch.org/docs/2.1/generated/torch.Tensor.igamma_.html)|Not Support|N/A| |[Tensor.igammac](https://pytorch.org/docs/2.1/generated/torch.Tensor.igammac.html)|Not Support|N/A| |[Tensor.igammac_](https://pytorch.org/docs/2.1/generated/torch.Tensor.igammac_.html)|Not Support|N/A| |[Tensor.index_add_](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_add_.html)|Not Support|N/A| |[Tensor.index_add](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_add.html)|Not Support|N/A| |[Tensor.index_copy_](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_copy_.html)|Not Support|N/A| |[Tensor.index_copy](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_copy.html)|Not Support|N/A| |[Tensor.index_fill_](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_fill_.html)|Not Support|N/A| |[Tensor.index_fill](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_fill.html)|Not Support|N/A| |[Tensor.index_put_](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_put_.html)|Not Support|N/A| |[Tensor.index_put](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_put.html)|Not Support|N/A| |[Tensor.index_reduce_](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_reduce_.html)|Not Support|N/A| |[Tensor.index_reduce](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_reduce.html)|Not Support|N/A| |[Tensor.index_select](https://pytorch.org/docs/2.1/generated/torch.Tensor.index_select.html)|Not Support|N/A| |[Tensor.indices](https://pytorch.org/docs/2.1/generated/torch.Tensor.indices.html)|Not Support|N/A| |[Tensor.inner](https://pytorch.org/docs/2.1/generated/torch.Tensor.inner.html)|Not Support|N/A| |[Tensor.int](https://pytorch.org/docs/2.1/generated/torch.Tensor.int.html)|Not Support|N/A| |[Tensor.int_repr](https://pytorch.org/docs/2.1/generated/torch.Tensor.int_repr.html)|Not Support|N/A| |[Tensor.inverse](https://pytorch.org/docs/2.1/generated/torch.Tensor.inverse.html)|Not Support|N/A| |[Tensor.isclose](https://pytorch.org/docs/2.1/generated/torch.Tensor.isclose.html)|Not Support|N/A| |[Tensor.isfinite](https://pytorch.org/docs/2.1/generated/torch.Tensor.isfinite.html)|Not Support|N/A| |[Tensor.isinf](https://pytorch.org/docs/2.1/generated/torch.Tensor.isinf.html)|Not Support|N/A| |[Tensor.isposinf](https://pytorch.org/docs/2.1/generated/torch.Tensor.isposinf.html)|Not Support|N/A| |[Tensor.isneginf](https://pytorch.org/docs/2.1/generated/torch.Tensor.isneginf.html)|Not Support|N/A| |[Tensor.isnan](https://pytorch.org/docs/2.1/generated/torch.Tensor.isnan.html)|Not Support|N/A| |[Tensor.is_contiguous](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_contiguous.html)|Not Support|N/A| |[Tensor.is_complex](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_complex.html)|Not Support|N/A| |[Tensor.is_conj](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_conj.html)|Not Support|N/A| |[Tensor.is_floating_point](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_floating_point.html)|Beta|N/A| |[Tensor.is_inference](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_inference.html)|Not Support|N/A| |[Tensor.is_leaf](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_leaf.html)|Beta|N/A| |[Tensor.is_pinned](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_pinned.html)|Not Support|N/A| |[Tensor.is_set_to](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_set_to.html)|Not Support|N/A| |[Tensor.is_shared](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_shared.html)|Not Support|N/A| |[Tensor.is_signed](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_signed.html)|Not Support|N/A| |[Tensor.is_sparse](https://pytorch.org/docs/2.1/generated/torch.Tensor.is_sparse.html)|Not Support|N/A| |[Tensor.istft](https://pytorch.org/docs/2.1/generated/torch.Tensor.istft.html)|Not Support|N/A| |[Tensor.isreal](https://pytorch.org/docs/2.1/generated/torch.Tensor.isreal.html)|Not Support|N/A| |[Tensor.item](https://pytorch.org/docs/2.1/generated/torch.Tensor.item.html)|Not Support|N/A| |[Tensor.kthvalue](https://pytorch.org/docs/2.1/generated/torch.Tensor.kthvalue.html)|Not Support|N/A| |[Tensor.lcm](https://pytorch.org/docs/2.1/generated/torch.Tensor.lcm.html)|Not Support|N/A| |[Tensor.lcm_](https://pytorch.org/docs/2.1/generated/torch.Tensor.lcm_.html)|Not Support|N/A| |[Tensor.ldexp](https://pytorch.org/docs/2.1/generated/torch.Tensor.ldexp.html)|Not Support|N/A| |[Tensor.ldexp_](https://pytorch.org/docs/2.1/generated/torch.Tensor.ldexp_.html)|Not Support|N/A| |[Tensor.le](https://pytorch.org/docs/2.1/generated/torch.Tensor.le.html)|Not Support|N/A| |[Tensor.le_](https://pytorch.org/docs/2.1/generated/torch.Tensor.le_.html)|Not Support|N/A| |[Tensor.less_equal](https://pytorch.org/docs/2.1/generated/torch.Tensor.less_equal.html)|Not Support|N/A| |[Tensor.less_equal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.less_equal_.html)|Not Support|N/A| |[Tensor.lerp](https://pytorch.org/docs/2.1/generated/torch.Tensor.lerp.html)|Not Support|N/A| |[Tensor.lerp_](https://pytorch.org/docs/2.1/generated/torch.Tensor.lerp_.html)|Beta|N/A| |[Tensor.lgamma](https://pytorch.org/docs/2.1/generated/torch.Tensor.lgamma.html)|Not Support|N/A| |[Tensor.lgamma_](https://pytorch.org/docs/2.1/generated/torch.Tensor.lgamma_.html)|Not Support|N/A| |[Tensor.log](https://pytorch.org/docs/2.1/generated/torch.Tensor.log.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、uint8、int8、int16、int32、int64、bool| |[Tensor.log_](https://pytorch.org/docs/2.1/generated/torch.Tensor.log_.html)|Not Support|N/A| |[Tensor.logdet](https://pytorch.org/docs/2.1/generated/torch.Tensor.logdet.html)|Not Support|N/A| |[Tensor.log10](https://pytorch.org/docs/2.1/generated/torch.Tensor.log10.html)|Not Support|N/A| |[Tensor.log10_](https://pytorch.org/docs/2.1/generated/torch.Tensor.log10_.html)|Not Support|N/A| |[Tensor.log1p](https://pytorch.org/docs/2.1/generated/torch.Tensor.log1p.html)|Not Support|N/A| |[Tensor.log1p_](https://pytorch.org/docs/2.1/generated/torch.Tensor.log1p_.html)|Not Support|N/A| |[Tensor.log2](https://pytorch.org/docs/2.1/generated/torch.Tensor.log2.html)|Not Support|N/A| |[Tensor.log2_](https://pytorch.org/docs/2.1/generated/torch.Tensor.log2_.html)|Not Support|N/A| |[Tensor.log_normal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.log_normal_.html)|Not Support|N/A| |[Tensor.logaddexp](https://pytorch.org/docs/2.1/generated/torch.Tensor.logaddexp.html)|Not Support|N/A| |[Tensor.logaddexp2](https://pytorch.org/docs/2.1/generated/torch.Tensor.logaddexp2.html)|Not Support|N/A| |[Tensor.logsumexp](https://pytorch.org/docs/2.1/generated/torch.Tensor.logsumexp.html)|Not Support|N/A| |[Tensor.logical_and](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_and.html)|Not Support|N/A| |[Tensor.logical_and_](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_and_.html)|Not Support|N/A| |[Tensor.logical_not](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_not.html)|Not Support|N/A| |[Tensor.logical_not_](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_not_.html)|Not Support|N/A| |[Tensor.logical_or](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_or.html)|Not Support|N/A| |[Tensor.logical_or_](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_or_.html)|Not Support|N/A| |[Tensor.logical_xor](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_xor.html)|Not Support|N/A| |[Tensor.logical_xor_](https://pytorch.org/docs/2.1/generated/torch.Tensor.logical_xor_.html)|Not Support|N/A| |[Tensor.logit](https://pytorch.org/docs/2.1/generated/torch.Tensor.logit.html)|Not Support|N/A| |[Tensor.logit_](https://pytorch.org/docs/2.1/generated/torch.Tensor.logit_.html)|Not Support|N/A| |[Tensor.long](https://pytorch.org/docs/2.1/generated/torch.Tensor.long.html)|Not Support|N/A| |[Tensor.lt](https://pytorch.org/docs/2.1/generated/torch.Tensor.lt.html)|Not Support|N/A| |[Tensor.lt_](https://pytorch.org/docs/2.1/generated/torch.Tensor.lt_.html)|Not Support|N/A| |[Tensor.less](https://pytorch.org/docs/2.1/generated/torch.Tensor.less.html)|Not Support|N/A| |[Tensor.less_](https://pytorch.org/docs/2.1/generated/torch.Tensor.less_.html)|Not Support|N/A| |[Tensor.lu](https://pytorch.org/docs/2.1/generated/torch.Tensor.lu.html)|Not Support|N/A| |[Tensor.lu_solve](https://pytorch.org/docs/2.1/generated/torch.Tensor.lu_solve.html)|Not Support|N/A| |[Tensor.as_subclass](https://pytorch.org/docs/2.1/generated/torch.Tensor.as_subclass.html)|Not Support|N/A| |[Tensor.map_](https://pytorch.org/docs/2.1/generated/torch.Tensor.map_.html)|Not Support|N/A| |[Tensor.masked_scatter_](https://pytorch.org/docs/2.1/generated/torch.Tensor.masked_scatter_.html)|Beta|N/A| |[Tensor.masked_scatter](https://pytorch.org/docs/2.1/generated/torch.Tensor.masked_scatter.html)|Not Support|N/A| |[Tensor.masked_fill_](https://pytorch.org/docs/2.1/generated/torch.Tensor.masked_fill_.html)|Not Support|N/A| |[Tensor.masked_fill](https://pytorch.org/docs/2.1/generated/torch.Tensor.masked_fill.html)|Stable|N/A| |[Tensor.masked_select](https://pytorch.org/docs/2.1/generated/torch.Tensor.masked_select.html)|Not Support|N/A| |[Tensor.matmul](https://pytorch.org/docs/2.1/generated/torch.Tensor.matmul.html)|Stable|支持数据类型:fp16、fp32| |[Tensor.matrix_power](https://pytorch.org/docs/2.1/generated/torch.Tensor.matrix_power.html)|Not Support|N/A| |[Tensor.matrix_exp](https://pytorch.org/docs/2.1/generated/torch.Tensor.matrix_exp.html)|Not Support|N/A| |[Tensor.max](https://pytorch.org/docs/2.1/generated/torch.Tensor.max.html)|Stable|N/A| |[Tensor.maximum](https://pytorch.org/docs/2.1/generated/torch.Tensor.maximum.html)|Not Support|N/A| |[Tensor.mean](https://pytorch.org/docs/2.1/generated/torch.Tensor.mean.html)|Not Support|N/A| |[Tensor.module_load](https://pytorch.org/docs/2.1/generated/torch.Tensor.module_load.html)|Not Support|N/A| |[Tensor.nanmean](https://pytorch.org/docs/2.1/generated/torch.Tensor.nanmean.html)|Not Support|N/A| |[Tensor.median](https://pytorch.org/docs/2.1/generated/torch.Tensor.median.html)|Not Support|N/A| |[Tensor.nanmedian](https://pytorch.org/docs/2.1/generated/torch.Tensor.nanmedian.html)|Not Support|N/A| |[Tensor.min](https://pytorch.org/docs/2.1/generated/torch.Tensor.min.html)|Not Support|N/A| |[Tensor.minimum](https://pytorch.org/docs/2.1/generated/torch.Tensor.minimum.html)|Not Support|N/A| |[Tensor.mm](https://pytorch.org/docs/2.1/generated/torch.Tensor.mm.html)|Not Support|N/A| |[Tensor.smm](https://pytorch.org/docs/2.1/generated/torch.Tensor.smm.html)|Not Support|N/A| |[Tensor.mode](https://pytorch.org/docs/2.1/generated/torch.Tensor.mode.html)|Not Support|N/A| |[Tensor.movedim](https://pytorch.org/docs/2.1/generated/torch.Tensor.movedim.html)|Not Support|N/A| |[Tensor.moveaxis](https://pytorch.org/docs/2.1/generated/torch.Tensor.moveaxis.html)|Not Support|N/A| |[Tensor.msort](https://pytorch.org/docs/2.1/generated/torch.Tensor.msort.html)|Not Support|N/A| |[Tensor.mul](https://pytorch.org/docs/2.1/generated/torch.Tensor.mul.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64、bool| |[Tensor.mul_](https://pytorch.org/docs/2.1/generated/torch.Tensor.mul_.html)|Not Support|N/A| |[Tensor.multiply](https://pytorch.org/docs/2.1/generated/torch.Tensor.multiply.html)|Not Support|N/A| |[Tensor.multiply_](https://pytorch.org/docs/2.1/generated/torch.Tensor.multiply_.html)|Not Support|N/A| |[Tensor.multinomial](https://pytorch.org/docs/2.1/generated/torch.Tensor.multinomial.html)|Not Support|N/A| |[Tensor.mv](https://pytorch.org/docs/2.1/generated/torch.Tensor.mv.html)|Not Support|N/A| |[Tensor.mvlgamma](https://pytorch.org/docs/2.1/generated/torch.Tensor.mvlgamma.html)|Not Support|N/A| |[Tensor.mvlgamma_](https://pytorch.org/docs/2.1/generated/torch.Tensor.mvlgamma_.html)|Not Support|N/A| |[Tensor.nansum](https://pytorch.org/docs/2.1/generated/torch.Tensor.nansum.html)|Not Support|N/A| |[Tensor.narrow](https://pytorch.org/docs/2.1/generated/torch.Tensor.narrow.html)|Stable|N/A| |[Tensor.narrow_copy](https://pytorch.org/docs/2.1/generated/torch.Tensor.narrow_copy.html)|Not Support|N/A| |[Tensor.ndimension](https://pytorch.org/docs/2.1/generated/torch.Tensor.ndimension.html)|Not Support|N/A| |[Tensor.nan_to_num](https://pytorch.org/docs/2.1/generated/torch.Tensor.nan_to_num.html)|Not Support|N/A| |[Tensor.nan_to_num_](https://pytorch.org/docs/2.1/generated/torch.Tensor.nan_to_num_.html)|Beta|N/A| |[Tensor.ne](https://pytorch.org/docs/2.1/generated/torch.Tensor.ne.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64、bool| |[Tensor.ne_](https://pytorch.org/docs/2.1/generated/torch.Tensor.ne_.html)|Not Support|N/A| |[Tensor.not_equal](https://pytorch.org/docs/2.1/generated/torch.Tensor.not_equal.html)|Not Support|N/A| |[Tensor.not_equal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.not_equal_.html)|Not Support|N/A| |[Tensor.neg](https://pytorch.org/docs/2.1/generated/torch.Tensor.neg.html)|Not Support|N/A| |[Tensor.neg_](https://pytorch.org/docs/2.1/generated/torch.Tensor.neg_.html)|Not Support|N/A| |[Tensor.negative](https://pytorch.org/docs/2.1/generated/torch.Tensor.negative.html)|Not Support|N/A| |[Tensor.negative_](https://pytorch.org/docs/2.1/generated/torch.Tensor.negative_.html)|Not Support|N/A| |[Tensor.nelement](https://pytorch.org/docs/2.1/generated/torch.Tensor.nelement.html)|Stable|N/A| |[Tensor.nextafter](https://pytorch.org/docs/2.1/generated/torch.Tensor.nextafter.html)|Not Support|N/A| |[Tensor.nextafter_](https://pytorch.org/docs/2.1/generated/torch.Tensor.nextafter_.html)|Not Support|N/A| |[Tensor.nonzero](https://pytorch.org/docs/2.1/generated/torch.Tensor.nonzero.html)|Not Support|N/A| |[Tensor.norm](https://pytorch.org/docs/2.1/generated/torch.Tensor.norm.html)|Not Support|N/A| |[Tensor.normal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.normal_.html)|Not Support|N/A| |[Tensor.numel](https://pytorch.org/docs/2.1/generated/torch.Tensor.numel.html)|Stable|N/A| |[Tensor.numpy](https://pytorch.org/docs/2.1/generated/torch.Tensor.numpy.html)|Not Support|N/A| |[Tensor.orgqr](https://pytorch.org/docs/2.1/generated/torch.Tensor.orgqr.html)|Not Support|N/A| |[Tensor.ormqr](https://pytorch.org/docs/2.1/generated/torch.Tensor.ormqr.html)|Not Support|N/A| |[Tensor.outer](https://pytorch.org/docs/2.1/generated/torch.Tensor.outer.html)|Not Support|N/A| |[Tensor.permute](https://pytorch.org/docs/2.1/generated/torch.Tensor.permute.html)|Not Support|N/A| |[Tensor.pin_memory](https://pytorch.org/docs/2.1/generated/torch.Tensor.pin_memory.html)|Not Support|N/A| |[Tensor.pinverse](https://pytorch.org/docs/2.1/generated/torch.Tensor.pinverse.html)|Not Support|N/A| |[Tensor.polygamma](https://pytorch.org/docs/2.1/generated/torch.Tensor.polygamma.html)|Not Support|N/A| |[Tensor.polygamma_](https://pytorch.org/docs/2.1/generated/torch.Tensor.polygamma_.html)|Not Support|N/A| |[Tensor.positive](https://pytorch.org/docs/2.1/generated/torch.Tensor.positive.html)|Not Support|N/A| |[Tensor.pow](https://pytorch.org/docs/2.1/generated/torch.Tensor.pow.html)|Not Support|N/A| |[Tensor.pow_](https://pytorch.org/docs/2.1/generated/torch.Tensor.pow_.html)|Not Support|N/A| |[Tensor.prod](https://pytorch.org/docs/2.1/generated/torch.Tensor.prod.html)|Not Support|N/A| |[Tensor.put_](https://pytorch.org/docs/2.1/generated/torch.Tensor.put_.html)|Not Support|N/A| |[Tensor.qr](https://pytorch.org/docs/2.1/generated/torch.Tensor.qr.html)|Not Support|N/A| |[Tensor.qscheme](https://pytorch.org/docs/2.1/generated/torch.Tensor.qscheme.html)|Not Support|N/A| |[Tensor.quantile](https://pytorch.org/docs/2.1/generated/torch.Tensor.quantile.html)|Not Support|N/A| |[Tensor.nanquantile](https://pytorch.org/docs/2.1/generated/torch.Tensor.nanquantile.html)|Not Support|N/A| |[Tensor.q_scale](https://pytorch.org/docs/2.1/generated/torch.Tensor.q_scale.html)|Not Support|N/A| |[Tensor.q_zero_point](https://pytorch.org/docs/2.1/generated/torch.Tensor.q_zero_point.html)|Not Support|N/A| |[Tensor.q_per_channel_scales](https://pytorch.org/docs/2.1/generated/torch.Tensor.q_per_channel_scales.html)|Not Support|N/A| |[Tensor.q_per_channel_zero_points](https://pytorch.org/docs/2.1/generated/torch.Tensor.q_per_channel_zero_points.html)|Not Support|N/A| |[Tensor.q_per_channel_axis](https://pytorch.org/docs/2.1/generated/torch.Tensor.q_per_channel_axis.html)|Not Support|N/A| |[Tensor.rad2deg](https://pytorch.org/docs/2.1/generated/torch.Tensor.rad2deg.html)|Not Support|N/A| |[Tensor.random_](https://pytorch.org/docs/2.1/generated/torch.Tensor.random_.html)|Not Support|N/A| |[Tensor.ravel](https://pytorch.org/docs/2.1/generated/torch.Tensor.ravel.html)|Not Support|N/A| |[Tensor.reciprocal](https://pytorch.org/docs/2.1/generated/torch.Tensor.reciprocal.html)|Not Support|N/A| |[Tensor.reciprocal_](https://pytorch.org/docs/2.1/generated/torch.Tensor.reciprocal_.html)|Not Support|N/A| |[Tensor.record_stream](https://pytorch.org/docs/2.1/generated/torch.Tensor.record_stream.html)|Not Support|N/A| |[Tensor.register_hook](https://pytorch.org/docs/2.1/generated/torch.Tensor.register_hook.html)|Beta|N/A| |[Tensor.register_post_accumulate_grad_hook](https://pytorch.org/docs/2.1/generated/torch.Tensor.register_post_accumulate_grad_hook.html)|Not Support|N/A| |[Tensor.remainder](https://pytorch.org/docs/2.1/generated/torch.Tensor.remainder.html)|Not Support|N/A| |[Tensor.remainder_](https://pytorch.org/docs/2.1/generated/torch.Tensor.remainder_.html)|Not Support|N/A| |[Tensor.renorm](https://pytorch.org/docs/2.1/generated/torch.Tensor.renorm.html)|Not Support|N/A| |[Tensor.renorm_](https://pytorch.org/docs/2.1/generated/torch.Tensor.renorm_.html)|Not Support|N/A| |[Tensor.repeat](https://pytorch.org/docs/2.1/generated/torch.Tensor.repeat.html)|Stable|N/A| |[Tensor.repeat_interleave](https://pytorch.org/docs/2.1/generated/torch.Tensor.repeat_interleave.html)|Not Support|N/A| |[Tensor.requires_grad](https://pytorch.org/docs/2.1/generated/torch.Tensor.requires_grad.html)|Beta|N/A| |[Tensor.requires_grad_](https://pytorch.org/docs/2.1/generated/torch.Tensor.requires_grad_.html)|Beta|N/A| |[Tensor.reshape](https://pytorch.org/docs/2.1/generated/torch.Tensor.reshape.html)|Stable|N/A| |[Tensor.reshape_as](https://pytorch.org/docs/2.1/generated/torch.Tensor.reshape_as.html)|Not Support|N/A| |[Tensor.resize_](https://pytorch.org/docs/2.1/generated/torch.Tensor.resize_.html)|Beta|N/A| |[Tensor.resize_as_](https://pytorch.org/docs/2.1/generated/torch.Tensor.resize_as_.html)|Not Support|N/A| |[Tensor.retain_grad](https://pytorch.org/docs/2.1/generated/torch.Tensor.retain_grad.html)|Beta|N/A| |[Tensor.retains_grad](https://pytorch.org/docs/2.1/generated/torch.Tensor.retains_grad.html)|Beta|N/A| |[Tensor.roll](https://pytorch.org/docs/2.1/generated/torch.Tensor.roll.html)|Not Support|N/A| |[Tensor.rot90](https://pytorch.org/docs/2.1/generated/torch.Tensor.rot90.html)|Not Support|N/A| |[Tensor.round](https://pytorch.org/docs/2.1/generated/torch.Tensor.round.html)|Not Support|N/A| |[Tensor.round_](https://pytorch.org/docs/2.1/generated/torch.Tensor.round_.html)|Not Support|N/A| |[Tensor.rsqrt](https://pytorch.org/docs/2.1/generated/torch.Tensor.rsqrt.html)|Not Support|N/A| |[Tensor.rsqrt_](https://pytorch.org/docs/2.1/generated/torch.Tensor.rsqrt_.html)|Not Support|N/A| |[Tensor.scatter](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter.html)|Not Support|N/A| |[Tensor.scatter_](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter_.html)|Not Support|N/A| |[Tensor.scatter_add_](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter_add_.html)|Not Support|N/A| |[Tensor.scatter_add](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter_add.html)|Not Support|N/A| |[Tensor.scatter_reduce_](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter_reduce_.html)|Not Support|N/A| |[Tensor.scatter_reduce](https://pytorch.org/docs/2.1/generated/torch.Tensor.scatter_reduce.html)|Not Support|N/A| |[Tensor.select](https://pytorch.org/docs/2.1/generated/torch.Tensor.select.html)|Not Support|N/A| |[Tensor.select_scatter](https://pytorch.org/docs/2.1/generated/torch.Tensor.select_scatter.html)|Not Support|N/A| |[Tensor.set_](https://pytorch.org/docs/2.1/generated/torch.Tensor.set_.html)|Not Support|N/A| |[Tensor.share_memory_](https://pytorch.org/docs/2.1/generated/torch.Tensor.share_memory_.html)|Not Support|N/A| |[Tensor.short](https://pytorch.org/docs/2.1/generated/torch.Tensor.short.html)|Not Support|N/A| |[Tensor.sigmoid](https://pytorch.org/docs/2.1/generated/torch.Tensor.sigmoid.html)|Not Support|N/A| |[Tensor.sigmoid_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sigmoid_.html)|Not Support|N/A| |[Tensor.sign](https://pytorch.org/docs/2.1/generated/torch.Tensor.sign.html)|Not Support|N/A| |[Tensor.sign_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sign_.html)|Not Support|N/A| |[Tensor.signbit](https://pytorch.org/docs/2.1/generated/torch.Tensor.signbit.html)|Not Support|N/A| |[Tensor.sgn](https://pytorch.org/docs/2.1/generated/torch.Tensor.sgn.html)|Not Support|N/A| |[Tensor.sgn_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sgn_.html)|Not Support|N/A| |[Tensor.sin](https://pytorch.org/docs/2.1/generated/torch.Tensor.sin.html)|Stable|支持数据类型:bf16、fp16、fp32、uint8、int8、int16、int32、int64、bool| |[Tensor.sin_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sin_.html)|Not Support|N/A| |[Tensor.sinc](https://pytorch.org/docs/2.1/generated/torch.Tensor.sinc.html)|Not Support|N/A| |[Tensor.sinc_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sinc_.html)|Not Support|N/A| |[Tensor.sinh](https://pytorch.org/docs/2.1/generated/torch.Tensor.sinh.html)|Not Support|N/A| |[Tensor.sinh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sinh_.html)|Not Support|N/A| |[Tensor.asinh](https://pytorch.org/docs/2.1/generated/torch.Tensor.asinh.html)|Not Support|N/A| |[Tensor.asinh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.asinh_.html)|Not Support|N/A| |[Tensor.arcsinh](https://pytorch.org/docs/2.1/generated/torch.Tensor.arcsinh.html)|Not Support|N/A| |[Tensor.arcsinh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arcsinh_.html)|Not Support|N/A| |[Tensor.shape](https://pytorch.org/docs/2.1/generated/torch.Tensor.shape.html)|Not Support|N/A| |[Tensor.size](https://pytorch.org/docs/2.1/generated/torch.Tensor.size.html)|Stable|N/A| |[Tensor.slogdet](https://pytorch.org/docs/2.1/generated/torch.Tensor.slogdet.html)|Not Support|N/A| |[Tensor.slice_scatter](https://pytorch.org/docs/2.1/generated/torch.Tensor.slice_scatter.html)|Not Support|N/A| |[Tensor.softmax](https://pytorch.org/docs/2.1/generated/torch.Tensor.softmax.html)|Not Support|N/A| |[Tensor.sort](https://pytorch.org/docs/2.1/generated/torch.Tensor.sort.html)|Not Support|N/A| |[Tensor.split](https://pytorch.org/docs/2.1/generated/torch.Tensor.split.html)|Stable|N/A| |[Tensor.sparse_mask](https://pytorch.org/docs/2.1/generated/torch.Tensor.sparse_mask.html)|Not Support|N/A| |[Tensor.sparse_dim](https://pytorch.org/docs/2.1/generated/torch.Tensor.sparse_dim.html)|Not Support|N/A| |[Tensor.sqrt](https://pytorch.org/docs/2.1/generated/torch.Tensor.sqrt.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、uint8、int8、int16、int32、int64、bool| |[Tensor.sqrt_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sqrt_.html)|Not Support|N/A| |[Tensor.square](https://pytorch.org/docs/2.1/generated/torch.Tensor.square.html)|Stable|支持数据类型:fp16、fp32、fp64、uint8、int8、int16、int32、int64| |[Tensor.square_](https://pytorch.org/docs/2.1/generated/torch.Tensor.square_.html)|Not Support|N/A| |[Tensor.squeeze](https://pytorch.org/docs/2.1/generated/torch.Tensor.squeeze.html)|Not Support|N/A| |[Tensor.squeeze_](https://pytorch.org/docs/2.1/generated/torch.Tensor.squeeze_.html)|Stable|N/A| |[Tensor.std](https://pytorch.org/docs/2.1/generated/torch.Tensor.std.html)|Not Support|N/A| |[Tensor.stft](https://pytorch.org/docs/2.1/generated/torch.Tensor.stft.html)|Not Support|N/A| |[Tensor.storage](https://pytorch.org/docs/2.1/generated/torch.Tensor.storage.html)|Not Support|N/A| |[Tensor.untyped_storage](https://pytorch.org/docs/2.1/generated/torch.Tensor.untyped_storage.html)|Not Support|N/A| |[Tensor.storage_offset](https://pytorch.org/docs/2.1/generated/torch.Tensor.storage_offset.html)|Not Support|N/A| |[Tensor.storage_type](https://pytorch.org/docs/2.1/generated/torch.Tensor.storage_type.html)|Not Support|N/A| |[Tensor.stride](https://pytorch.org/docs/2.1/generated/torch.Tensor.stride.html)|Not Support|N/A| |[Tensor.sub](https://pytorch.org/docs/2.1/generated/torch.Tensor.sub.html)|Stable|支持数据类型:bf16、fp16、fp32、fp64、uint8、int8、int16、int32、int64| |[Tensor.sub_](https://pytorch.org/docs/2.1/generated/torch.Tensor.sub_.html)|Not Support|N/A| |[Tensor.subtract](https://pytorch.org/docs/2.1/generated/torch.Tensor.subtract.html)|Not Support|N/A| |[Tensor.subtract_](https://pytorch.org/docs/2.1/generated/torch.Tensor.subtract_.html)|Not Support|N/A| |[Tensor.sum](https://pytorch.org/docs/2.1/generated/torch.Tensor.sum.html)|Not Support|N/A| |[Tensor.sum_to_size](https://pytorch.org/docs/2.1/generated/torch.Tensor.sum_to_size.html)|Not Support|N/A| |[Tensor.svd](https://pytorch.org/docs/2.1/generated/torch.Tensor.svd.html)|Not Support|N/A| |[Tensor.swapaxes](https://pytorch.org/docs/2.1/generated/torch.Tensor.swapaxes.html)|Not Support|N/A| |[Tensor.swapdims](https://pytorch.org/docs/2.1/generated/torch.Tensor.swapdims.html)|Not Support|N/A| |[Tensor.t](https://pytorch.org/docs/2.1/generated/torch.Tensor.t.html)|Not Support|N/A| |[Tensor.t_](https://pytorch.org/docs/2.1/generated/torch.Tensor.t_.html)|Not Support|N/A| |[Tensor.tensor_split](https://pytorch.org/docs/2.1/generated/torch.Tensor.tensor_split.html)|Not Support|N/A| |[Tensor.tile](https://pytorch.org/docs/2.1/generated/torch.Tensor.tile.html)|Stable|N/A| |[Tensor.to](https://pytorch.org/docs/2.1/generated/torch.Tensor.to.html)|Not Support|N/A| |[Tensor.to_mkldnn](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_mkldnn.html)|Not Support|N/A| |[Tensor.take](https://pytorch.org/docs/2.1/generated/torch.Tensor.take.html)|Not Support|N/A| |[Tensor.take_along_dim](https://pytorch.org/docs/2.1/generated/torch.Tensor.take_along_dim.html)|Not Support|N/A| |[Tensor.tan](https://pytorch.org/docs/2.1/generated/torch.Tensor.tan.html)|Not Support|N/A| |[Tensor.tan_](https://pytorch.org/docs/2.1/generated/torch.Tensor.tan_.html)|Not Support|N/A| |[Tensor.tanh](https://pytorch.org/docs/2.1/generated/torch.Tensor.tanh.html)|Not Support|N/A| |[Tensor.tanh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.tanh_.html)|Not Support|N/A| |[Tensor.atanh](https://pytorch.org/docs/2.1/generated/torch.Tensor.atanh.html)|Not Support|N/A| |[Tensor.atanh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.atanh_.html)|Not Support|N/A| |[Tensor.arctanh](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctanh.html)|Not Support|N/A| |[Tensor.arctanh_](https://pytorch.org/docs/2.1/generated/torch.Tensor.arctanh_.html)|Not Support|N/A| |[Tensor.tolist](https://pytorch.org/docs/2.1/generated/torch.Tensor.tolist.html)|Not Support|N/A| |[Tensor.topk](https://pytorch.org/docs/2.1/generated/torch.Tensor.topk.html)|Not Support|N/A| |[Tensor.to_dense](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_dense.html)|Not Support|N/A| |[Tensor.to_sparse](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_sparse.html)|Not Support|N/A| |[Tensor.to_sparse_csr](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_sparse_csr.html)|Not Support|N/A| |[Tensor.to_sparse_csc](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_sparse_csc.html)|Not Support|N/A| |[Tensor.to_sparse_bsr](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_sparse_bsr.html)|Not Support|N/A| |[Tensor.to_sparse_bsc](https://pytorch.org/docs/2.1/generated/torch.Tensor.to_sparse_bsc.html)|Not Support|N/A| |[Tensor.trace](https://pytorch.org/docs/2.1/generated/torch.Tensor.trace.html)|Not Support|N/A| |[Tensor.transpose](https://pytorch.org/docs/2.1/generated/torch.Tensor.transpose.html)|Not Support|N/A| |[Tensor.transpose_](https://pytorch.org/docs/2.1/generated/torch.Tensor.transpose_.html)|Beta|N/A| |[Tensor.triangular_solve](https://pytorch.org/docs/2.1/generated/torch.Tensor.triangular_solve.html)|Not Support|N/A| |[Tensor.tril](https://pytorch.org/docs/2.1/generated/torch.Tensor.tril.html)|Demo|N/A| |[Tensor.tril_](https://pytorch.org/docs/2.1/generated/torch.Tensor.tril_.html)|Not Support|N/A| |[Tensor.triu](https://pytorch.org/docs/2.1/generated/torch.Tensor.triu.html)|Not Support|N/A| |[Tensor.triu_](https://pytorch.org/docs/2.1/generated/torch.Tensor.triu_.html)|Demo|N/A| |[Tensor.true_divide](https://pytorch.org/docs/2.1/generated/torch.Tensor.true_divide.html)|Not Support|N/A| |[Tensor.true_divide_](https://pytorch.org/docs/2.1/generated/torch.Tensor.true_divide_.html)|Not Support|N/A| |[Tensor.trunc](https://pytorch.org/docs/2.1/generated/torch.Tensor.trunc.html)|Stable|支持数据类型:fp16、fp32| |[Tensor.trunc_](https://pytorch.org/docs/2.1/generated/torch.Tensor.trunc_.html)|Not Support|N/A| |[Tensor.type](https://pytorch.org/docs/2.1/generated/torch.Tensor.type.html)|Not Support|N/A| |[Tensor.type_as](https://pytorch.org/docs/2.1/generated/torch.Tensor.type_as.html)|Not Support|N/A| |[Tensor.unbind](https://pytorch.org/docs/2.1/generated/torch.Tensor.unbind.html)|Not Support|N/A| |[Tensor.unflatten](https://pytorch.org/docs/2.1/generated/torch.Tensor.unflatten.html)|Not Support|N/A| |[Tensor.unfold](https://pytorch.org/docs/2.1/generated/torch.Tensor.unfold.html)|Not Support|N/A| |[Tensor.uniform_](https://pytorch.org/docs/2.1/generated/torch.Tensor.uniform_.html)|Not Support|N/A| |[Tensor.unique](https://pytorch.org/docs/2.1/generated/torch.Tensor.unique.html)|Not Support|N/A| |[Tensor.unique_consecutive](https://pytorch.org/docs/2.1/generated/torch.Tensor.unique_consecutive.html)|Not Support|N/A| |[Tensor.unsqueeze](https://pytorch.org/docs/2.1/generated/torch.Tensor.unsqueeze.html)|Not Support|N/A| |[Tensor.unsqueeze_](https://pytorch.org/docs/2.1/generated/torch.Tensor.unsqueeze_.html)|Not Support|N/A| |[Tensor.values](https://pytorch.org/docs/2.1/generated/torch.Tensor.values.html)|Not Support|N/A| |[Tensor.var](https://pytorch.org/docs/2.1/generated/torch.Tensor.var.html)|Not Support|N/A| |[Tensor.vdot](https://pytorch.org/docs/2.1/generated/torch.Tensor.vdot.html)|Not Support|N/A| |[Tensor.view](https://pytorch.org/docs/2.1/generated/torch.Tensor.view.html)|Stable|N/A| |[Tensor.view_as](https://pytorch.org/docs/2.1/generated/torch.Tensor.view_as.html)|Stable|N/A| |[Tensor.vsplit](https://pytorch.org/docs/2.1/generated/torch.Tensor.vsplit.html)|Not Support|N/A| |[Tensor.where](https://pytorch.org/docs/2.1/generated/torch.Tensor.where.html)|Not Support|N/A| |[Tensor.xlogy](https://pytorch.org/docs/2.1/generated/torch.Tensor.xlogy.html)|Not Support|N/A| |[Tensor.xlogy_](https://pytorch.org/docs/2.1/generated/torch.Tensor.xlogy_.html)|Not Support|N/A| |[Tensor.xpu](https://pytorch.org/docs/2.1/generated/torch.Tensor.xpu.html)|Not Support|N/A| |[Tensor.zero_](https://pytorch.org/docs/2.1/generated/torch.Tensor.zero_.html)|Not Support|N/A|