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Section Navigation
C++
Python API
torch
torch.is_tensor
torch.is_storage
torch.is_complex
torch.is_conj
torch.is_floating_point
torch.is_nonzero
torch.set_default_dtype
torch.get_default_dtype
torch.set_default_device
torch.get_default_device
torch.set_default_tensor_type
torch.numel
torch.set_printoptions
torch.set_flush_denormal
torch.tensor
torch.sparse_coo_tensor
torch.sparse_csr_tensor
torch.sparse_csc_tensor
torch.sparse_bsr_tensor
torch.sparse_bsc_tensor
torch.asarray
torch.as_tensor
torch.as_strided
torch.from_file
torch.from_numpy
torch.from_dlpack
torch.frombuffer
torch.zeros
torch.zeros_like
torch.ones
torch.ones_like
torch.arange
torch.range
torch.linspace
torch.logspace
torch.eye
torch.empty
torch.empty_like
torch.empty_strided
torch.full
torch.full_like
torch.quantize_per_tensor
torch.quantize_per_channel
torch.dequantize
torch.complex
torch.polar
torch.heaviside
torch.adjoint
torch.argwhere
torch.cat
torch.concat
torch.concatenate
torch.conj
torch.chunk
torch.dsplit
torch.column_stack
torch.dstack
torch.gather
torch.hsplit
torch.hstack
torch.index_add
torch.index_copy
torch.index_reduce
torch.index_select
torch.masked_select
torch.movedim
torch.moveaxis
torch.narrow
torch.narrow_copy
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
torch.segment_reduce
torch.split
torch.squeeze
torch.stack
torch.swapaxes
torch.swapdims
torch.t
torch.take
torch.take_along_dim
torch.tensor_split
torch.tile
torch.transpose
torch.unbind
torch.unravel_index
torch.unsqueeze
torch.vsplit
torch.vstack
torch.where
Stream
Event
Generator
torch.seed
torch.manual_seed
torch.initial_seed
torch.get_rng_state
torch.set_rng_state
torch.bernoulli
torch.multinomial
torch.normal
torch.poisson
torch.rand
torch.rand_like
torch.randint
torch.randint_like
torch.randn
torch.randn_like
torch.randperm
SobolEngine
torch.save
torch.load
torch.get_num_threads
torch.set_num_threads
torch.get_num_interop_threads
torch.set_num_interop_threads
no_grad
enable_grad
set_grad_enabled
torch.is_grad_enabled
inference_mode
torch.is_inference_mode_enabled
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
torch.bitwise_right_shift
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
torch.fake_quantize_per_tensor_affine
torch.fix
torch.float_power
torch.floor
torch.floor_divide
torch.fmod
torch.frac
torch.frexp
torch.gradient
torch.imag
torch.ldexp
torch.lerp
torch.lgamma
torch.log
torch.log10
torch.log1p
torch.log2
torch.logaddexp
torch.logaddexp2
torch.logical_and
torch.logical_not
torch.logical_or
torch.logical_xor
torch.logit
torch.hypot
torch.i0
torch.igamma
torch.igammac
torch.mul
torch.multiply
torch.mvlgamma
torch.nan_to_num
torch.neg
torch.negative
torch.nextafter
torch.polygamma
torch.positive
torch.pow
torch.quantized_batch_norm
torch.quantized_max_pool1d
torch.quantized_max_pool2d
torch.rad2deg
torch.real
torch.reciprocal
torch.remainder
torch.round
torch.rsqrt
torch.sigmoid
torch.sign
torch.sgn
torch.signbit
torch.sin
torch.sinc
torch.sinh
torch.softmax
torch.sqrt
torch.square
torch.sub
torch.subtract
torch.tan
torch.tanh
torch.true_divide
torch.trunc
torch.xlogy
torch.argmax
torch.argmin
torch.amax
torch.amin
torch.aminmax
torch.all
torch.any
torch.max
torch.min
torch.dist
torch.logsumexp
torch.mean
torch.nanmean
torch.median
torch.nanmedian
torch.mode
torch.norm
torch.nansum
torch.prod
torch.quantile
torch.nanquantile
torch.std
torch.std_mean
torch.sum
torch.unique
torch.unique_consecutive
torch.var
torch.var_mean
torch.count_nonzero
torch.hash_tensor
torch.allclose
torch.argsort
torch.eq
torch.equal
torch.ge
torch.greater_equal
torch.gt
torch.greater
torch.isclose
torch.isfinite
torch.isin
torch.isinf
torch.isposinf
torch.isneginf
torch.isnan
torch.isreal
torch.kthvalue
torch.le
torch.less_equal
torch.lt
torch.less
torch.maximum
torch.minimum
torch.fmax
torch.fmin
torch.ne
torch.not_equal
torch.sort
torch.topk
torch.msort
torch.stft
torch.istft
torch.bartlett_window
torch.blackman_window
torch.hamming_window
torch.hann_window
torch.kaiser_window
torch.atleast_1d
torch.atleast_2d
torch.atleast_3d
torch.bincount
torch.block_diag
torch.broadcast_tensors
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
torch.gcd
torch.histc
torch.histogram
torch.histogramdd
torch.meshgrid
torch.lcm
torch.logcumsumexp
torch.ravel
torch.renorm
torch.repeat_interleave
torch.roll
torch.searchsorted
torch.tensordot
torch.trace
torch.tril
torch.tril_indices
torch.triu
torch.triu_indices
torch.unflatten
torch.vander
torch.view_as_real
torch.view_as_complex
torch.resolve_conj
torch.resolve_neg
torch.addbmm
torch.addmm
torch.addmv
torch.addr
torch.baddbmm
torch.bmm
torch.chain_matmul
torch.cholesky
torch.cholesky_inverse
torch.cholesky_solve
torch.dot
torch.geqrf
torch.ger
torch.inner
torch.inverse
torch.det
torch.logdet
torch.slogdet
torch.lu
torch.lu_solve
torch.lu_unpack
torch.matmul
torch.matrix_power
torch.matrix_exp
torch.mm
torch.mv
torch.orgqr
torch.ormqr
torch.outer
torch.pinverse
torch.qr
torch.svd
torch.svd_lowrank
torch.pca_lowrank
torch.lobpcg
torch.trapz
torch.trapezoid
torch.cumulative_trapezoid
torch.triangular_solve
torch.vdot
torch._foreach_abs
torch._foreach_abs_
torch._foreach_acos
torch._foreach_acos_
torch._foreach_asin
torch._foreach_asin_
torch._foreach_atan
torch._foreach_atan_
torch._foreach_ceil
torch._foreach_ceil_
torch._foreach_cos
torch._foreach_cos_
torch._foreach_cosh
torch._foreach_cosh_
torch._foreach_erf
torch._foreach_erf_
torch._foreach_erfc
torch._foreach_erfc_
torch._foreach_exp
torch._foreach_exp_
torch._foreach_expm1
torch._foreach_expm1_
torch._foreach_floor
torch._foreach_floor_
torch._foreach_log
torch._foreach_log_
torch._foreach_log10
torch._foreach_log10_
torch._foreach_log1p
torch._foreach_log1p_
torch._foreach_log2
torch._foreach_log2_
torch._foreach_neg
torch._foreach_neg_
torch._foreach_tan
torch._foreach_tan_
torch._foreach_sin
torch._foreach_sin_
torch._foreach_sinh
torch._foreach_sinh_
torch._foreach_round
torch._foreach_round_
torch._foreach_sqrt
torch._foreach_sqrt_
torch._foreach_lgamma
torch._foreach_lgamma_
torch._foreach_frac
torch._foreach_frac_
torch._foreach_reciprocal
torch._foreach_reciprocal_
torch._foreach_sigmoid
torch._foreach_sigmoid_
torch._foreach_trunc
torch._foreach_trunc_
torch._foreach_zero_
torch.compiled_with_cxx11_abi
torch.result_type
torch.can_cast
torch.promote_types
torch.use_deterministic_algorithms
torch.are_deterministic_algorithms_enabled
torch.is_deterministic_algorithms_warn_only_enabled
torch.set_deterministic_debug_mode
torch.get_deterministic_debug_mode
torch.set_float32_matmul_precision
torch.get_float32_matmul_precision
torch.set_warn_always
torch.get_device_module
torch.is_warn_always_enabled
torch.vmap
torch._assert
torch.sym_float
torch.sym_fresh_size
torch.sym_int
torch.sym_max
torch.sym_min
torch.sym_not
torch.sym_ite
torch.sym_sum
torch.cond
torch.compile
Aliases in torch
torch.functional.align_tensors
torch.functional.atleast_1d
torch.functional.atleast_2d
torch.functional.atleast_3d
torch.functional.block_diag
torch.functional.broadcast_shapes
torch.functional.broadcast_tensors
torch.functional.cartesian_prod
torch.functional.cdist
torch.functional.chain_matmul
torch.functional.einsum
torch.functional.lu
torch.functional.meshgrid
torch.functional.norm
torch.functional.split
torch.functional.stft
torch.functional.tensordot
torch.functional.unique
torch.functional.unique_consecutive
torch.functional.unravel_index
Aliases in torch.nn
Sequential
ModuleList
ModuleDict
ParameterList
ParameterDict
Conv1d
Conv2d
Conv3d