Learn
Get Started
Tutorials
Learn the Basics
PyTorch Recipes
Intro to PyTorch - YouTube Series
Webinars
Community
Landscape
Join the Ecosystem
Community Hub
Forums
Developer Resources
Contributor Awards
Community Events
PyTorch Ambassadors
Projects
PyTorch
vLLM
DeepSpeed
Host Your Project
Docs
PyTorch
Domains
Blogs & News
Blog
Announcements
Case Studies
Events
Newsletter
About
PyTorch Foundation
Members
Governing Board
Technical Advisory Council
Cloud Credit Program
Staff
Contact
JOIN
Learn
Get Started
Tutorials
Learn the Basics
PyTorch Recipes
Introduction to PyTorch - YouTube Series
Webinars
Community
Landscape
Join the Ecosystem
Community Hub
Forums
Developer Resources
Contributor Awards
Community Events
PyTorch Ambassadors
Projects
PyTorch
vLLM
DeepSpeed
Host Your Project
Docs
PyTorch
Domains
Blog & News
Blog
Announcements
Case Studies
Events
Newsletter
About
PyTorch Foundation
Members
Governing Board
Technical Advisory Council
Cloud Credit Program
Staff
Contact
Skip to main content
Back to top
Ctrl
+
K
Home
Install PyTorch
User Guide
Reference API
Developer Notes
Community
Tutorials
Ctrl
+
K
X
GitHub
PyTorch Forum
PyPi
Install PyTorch
User Guide
Reference API
Developer Notes
Community
Tutorials
Ctrl
+
K
X
GitHub
PyTorch Forum
PyPi
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